Automate API Extraction + Appending Data + Visualization Project.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "3718bb95",
   "metadata": {},
   "source": [
    "## Automate API Extraction + Appending Data + Visualization Project"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "70cbe983",
   "metadata": {},
   "outputs": [],
   "source": [
    "from requests import Request, Session\n",
    "from requests.exceptions import ConnectionError, Timeout, TooManyRedirects\n",
    "import json\n",
    "\n",
    "url = 'https://pro-api.coinmarketcap.com/v1/cryptocurrency/listings/latest' \n",
    "#Original Sandbox Environment: 'https://sandbox-api.coinmarketcap.com/v1/cryptocurrency/listings/latest'\n",
    "parameters = {\n",
    "  'start':'1',\n",
    "  'limit':'15',\n",
    "  'convert':'USD'\n",
    "}\n",
    "headers = {\n",
    "  'Accepts': 'application/json',\n",
    "  'X-CMC_PRO_API_KEY': '0ad53085-1cb2-4eb8-ad9e-3ffbd7e56509',\n",
    "}\n",
    "\n",
    "session = Session()\n",
    "session.headers.update(headers)\n",
    "\n",
    "try:\n",
    "  response = session.get(url, params=parameters)\n",
    "  data = json.loads(response.text)\n",
    "  #print(data)\n",
    "except (ConnectionError, Timeout, TooManyRedirects) as e:\n",
    "  print(e)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "31bdff98",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "4cbf82ee",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "\n",
    "\n",
    "#This allows you to see all the columns, not just like 15\n",
    "pd.set_option('display.max_columns', None)\n",
    "pd.set_option('display.max_rows', None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "48c3b340",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "#This normalizes the data and makes it all pretty in a dataframe\n",
    "\n",
    "df = pd.json_normalize(data['data'])\n",
    "df['timestamp'] = pd.to_datetime('now')\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d792e388",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "def api_runner():\n",
    "    global df\n",
    "    url = 'https://pro-api.coinmarketcap.com/v1/cryptocurrency/listings/latest' \n",
    "    #Original Sandbox Environment: 'https://sandbox-api.coinmarketcap.com/v1/cryptocurrency/listings/latest'\n",
    "    parameters = {\n",
    "      'start':'1',\n",
    "      'limit':'15',\n",
    "      'convert':'USD'\n",
    "    }\n",
    "    headers = {\n",
    "      'Accepts': 'application/json',\n",
    "      'X-CMC_PRO_API_KEY': '0ad53085-1cb2-4eb8-ad9e-3ffbd7e56509',\n",
    "    }\n",
    "\n",
    "    session = Session()\n",
    "    session.headers.update(headers)\n",
    "\n",
    "    try:\n",
    "      response = session.get(url, params=parameters)\n",
    "      data = json.loads(response.text)\n",
    "      #print(data)\n",
    "    except (ConnectionError, Timeout, TooManyRedirects) as e:\n",
    "      print(e)\n",
    "\n",
    "    \n",
    "    # Use this if you just want to keep it in a dataframe\n",
    "    #df2 = pd.json_normalize(data['data'])\n",
    "    #df2['Timestamp'] = pd.to_datetime('now')\n",
    "    #df = df.append(df2)\n",
    "\n",
    "\n",
    "    # Use this if you want to create a csv and append data to it\n",
    "    df = pd.json_normalize(data['data'])\n",
    "    df['timestamp'] = pd.to_datetime('now')\n",
    "    df\n",
    "\n",
    "    if not os.path.isfile(r'C:\\Users\\sweth\\OneDrive\\Documents\\Python Project\\csv files\\API.csv'):\n",
    "        df.to_csv(r'C:\\Users\\sweth\\OneDrive\\Documents\\Python Project\\csv files\\API.csv', header='column_names')\n",
    "    else:\n",
    "        df.to_csv(r'C:\\Users\\sweth\\OneDrive\\Documents\\Python Project\\csv files\\API.csv', mode='a', header=False)\n",
    "        \n",
    "    #Then to read in the file: df = pd.read_csv(r'C:\\Users\\sweth\\OneDrive\\Documents\\Python Project\\csv files\\API.csv')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9e272cea",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os \n",
    "from time import time\n",
    "from time import sleep\n",
    "\n",
    "for i in range(333):\n",
    "    api_runner()\n",
    "    print('API Runner completed')\n",
    "    sleep(60) #sleep for 1 minute\n",
    "exit()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "bf9a55d9",
   "metadata": {},
   "outputs": [
    {
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>id</th>\n",
       "      <th>name</th>\n",
       "      <th>symbol</th>\n",
       "      <th>slug</th>\n",
       "      <th>num_market_pairs</th>\n",
       "      <th>date_added</th>\n",
       "      <th>tags</th>\n",
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       "      <th>circulating_supply</th>\n",
       "      <th>total_supply</th>\n",
       "      <th>infinite_supply</th>\n",
       "      <th>platform</th>\n",
       "      <th>cmc_rank</th>\n",
       "      <th>self_reported_circulating_supply</th>\n",
       "      <th>self_reported_market_cap</th>\n",
       "      <th>tvl_ratio</th>\n",
       "      <th>last_updated</th>\n",
       "      <th>quote.USD.price</th>\n",
       "      <th>quote.USD.volume_24h</th>\n",
       "      <th>quote.USD.volume_change_24h</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
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       "      <th>quote.USD.market_cap</th>\n",
       "      <th>quote.USD.market_cap_dominance</th>\n",
       "      <th>quote.USD.fully_diluted_market_cap</th>\n",
       "      <th>quote.USD.tvl</th>\n",
       "      <th>quote.USD.last_updated</th>\n",
       "      <th>platform.id</th>\n",
       "      <th>platform.name</th>\n",
       "      <th>platform.symbol</th>\n",
       "      <th>platform.slug</th>\n",
       "      <th>platform.token_address</th>\n",
       "      <th>timestamp</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>BTC</td>\n",
       "      <td>bitcoin</td>\n",
       "      <td>11595</td>\n",
       "      <td>2010-07-13T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'sha-256', 'store-of-value...</td>\n",
       "      <td>2.100000e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:19:00.000Z</td>\n",
       "      <td>58550.854819</td>\n",
       "      <td>2.731600e+10</td>\n",
       "      <td>-13.4961</td>\n",
       "      <td>0.219782</td>\n",
       "      <td>2.010349</td>\n",
       "      <td>-2.772603</td>\n",
       "      <td>-15.586447</td>\n",
       "      <td>-3.262675</td>\n",
       "      <td>-16.956702</td>\n",
       "      <td>1.154612e+12</td>\n",
       "      <td>53.6844</td>\n",
       "      <td>1.229568e+12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:19:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:20:04.940075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>1027</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>9126</td>\n",
       "      <td>2015-08-07T00:00:00.000Z</td>\n",
       "      <td>['pos', 'smart-contracts', 'ethereum-ecosystem...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>3100.618600</td>\n",
       "      <td>1.413283e+10</td>\n",
       "      <td>-24.9141</td>\n",
       "      <td>0.456848</td>\n",
       "      <td>0.942144</td>\n",
       "      <td>-6.014569</td>\n",
       "      <td>-15.604381</td>\n",
       "      <td>7.302325</td>\n",
       "      <td>-12.891210</td>\n",
       "      <td>3.727170e+11</td>\n",
       "      <td>17.3269</td>\n",
       "      <td>3.727170e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:20:04.940075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>825</td>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>USDT</td>\n",
       "      <td>tether</td>\n",
       "      <td>91251</td>\n",
       "      <td>2015-02-25T00:00:00.000Z</td>\n",
       "      <td>['stablecoin', 'asset-backed-stablecoin', 'ava...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.122598e+11</td>\n",
       "      <td>1.160769e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>1.000041</td>\n",
       "      <td>4.918067e+10</td>\n",
       "      <td>-19.5798</td>\n",
       "      <td>0.008209</td>\n",
       "      <td>-0.006586</td>\n",
       "      <td>0.147119</td>\n",
       "      <td>0.034567</td>\n",
       "      <td>0.035966</td>\n",
       "      <td>0.013306</td>\n",
       "      <td>1.122645e+11</td>\n",
       "      <td>5.2198</td>\n",
       "      <td>1.160817e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xdac17f958d2ee523a2206206994597c13d831ec7</td>\n",
       "      <td>2024-07-10 11:20:04.940075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>1839</td>\n",
       "      <td>BNB</td>\n",
       "      <td>BNB</td>\n",
       "      <td>bnb</td>\n",
       "      <td>2190</td>\n",
       "      <td>2017-07-25T00:00:00.000Z</td>\n",
       "      <td>['marketplace', 'centralized-exchange', 'payme...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>528.015023</td>\n",
       "      <td>1.611466e+09</td>\n",
       "      <td>-11.8230</td>\n",
       "      <td>0.884546</td>\n",
       "      <td>2.718140</td>\n",
       "      <td>-5.619854</td>\n",
       "      <td>-17.520482</td>\n",
       "      <td>-10.182235</td>\n",
       "      <td>-11.686718</td>\n",
       "      <td>7.792580e+10</td>\n",
       "      <td>3.6232</td>\n",
       "      <td>7.792580e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:20:04.940075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>5426</td>\n",
       "      <td>Solana</td>\n",
       "      <td>SOL</td>\n",
       "      <td>solana</td>\n",
       "      <td>699</td>\n",
       "      <td>2020-04-10T00:00:00.000Z</td>\n",
       "      <td>['pos', 'platform', 'solana-ecosystem', 'cms-h...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.636750e+08</td>\n",
       "      <td>5.798358e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>143.424897</td>\n",
       "      <td>2.071429e+09</td>\n",
       "      <td>-34.5586</td>\n",
       "      <td>0.149718</td>\n",
       "      <td>2.020602</td>\n",
       "      <td>-0.273146</td>\n",
       "      <td>-10.152155</td>\n",
       "      <td>0.011384</td>\n",
       "      <td>-16.715248</td>\n",
       "      <td>6.650254e+10</td>\n",
       "      <td>3.0921</td>\n",
       "      <td>8.316289e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:20:04.940075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>3408</td>\n",
       "      <td>USDC</td>\n",
       "      <td>USDC</td>\n",
       "      <td>usd-coin</td>\n",
       "      <td>20893</td>\n",
       "      <td>2018-10-08T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'stablecoin', 'asset-ba...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.401992e+10</td>\n",
       "      <td>3.401992e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>1.000015</td>\n",
       "      <td>5.317348e+09</td>\n",
       "      <td>-20.5677</td>\n",
       "      <td>0.008197</td>\n",
       "      <td>-0.000823</td>\n",
       "      <td>-0.000088</td>\n",
       "      <td>0.007197</td>\n",
       "      <td>0.004695</td>\n",
       "      <td>-0.006377</td>\n",
       "      <td>3.402043e+10</td>\n",
       "      <td>1.5815</td>\n",
       "      <td>3.402043e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48</td>\n",
       "      <td>2024-07-10 11:20:04.940075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>52</td>\n",
       "      <td>XRP</td>\n",
       "      <td>XRP</td>\n",
       "      <td>xrp</td>\n",
       "      <td>1351</td>\n",
       "      <td>2013-08-04T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'enterprise-solutions',...</td>\n",
       "      <td>1.000000e+11</td>\n",
       "      <td>5.572306e+10</td>\n",
       "      <td>9.998747e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:19:00.000Z</td>\n",
       "      <td>0.441311</td>\n",
       "      <td>9.418254e+08</td>\n",
       "      <td>-25.5937</td>\n",
       "      <td>0.097698</td>\n",
       "      <td>1.490795</td>\n",
       "      <td>-8.435141</td>\n",
       "      <td>-11.292281</td>\n",
       "      <td>-11.939792</td>\n",
       "      <td>-28.038734</td>\n",
       "      <td>2.459120e+10</td>\n",
       "      <td>1.1434</td>\n",
       "      <td>4.413110e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:19:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:20:04.940075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>7</td>\n",
       "      <td>11419</td>\n",
       "      <td>Toncoin</td>\n",
       "      <td>TON</td>\n",
       "      <td>toncoin</td>\n",
       "      <td>454</td>\n",
       "      <td>2021-08-26T13:40:22.000Z</td>\n",
       "      <td>['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.506208e+09</td>\n",
       "      <td>5.108796e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8</td>\n",
       "      <td>3.414167e+09</td>\n",
       "      <td>2.512517e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>7.359093</td>\n",
       "      <td>2.359176e+08</td>\n",
       "      <td>-21.5282</td>\n",
       "      <td>0.487044</td>\n",
       "      <td>1.404314</td>\n",
       "      <td>-5.604731</td>\n",
       "      <td>4.020624</td>\n",
       "      <td>10.311485</td>\n",
       "      <td>-0.640916</td>\n",
       "      <td>1.844342e+10</td>\n",
       "      <td>0.8575</td>\n",
       "      <td>3.759611e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:20:04.940075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>74</td>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>DOGE</td>\n",
       "      <td>dogecoin</td>\n",
       "      <td>1021</td>\n",
       "      <td>2013-12-15T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'scrypt', 'medium-of-excha...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.450570e+11</td>\n",
       "      <td>1.450570e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:19:00.000Z</td>\n",
       "      <td>0.108899</td>\n",
       "      <td>5.516858e+08</td>\n",
       "      <td>-25.5555</td>\n",
       "      <td>0.354963</td>\n",
       "      <td>1.021593</td>\n",
       "      <td>-8.896264</td>\n",
       "      <td>-24.738379</td>\n",
       "      <td>-23.720784</td>\n",
       "      <td>-44.559132</td>\n",
       "      <td>1.579653e+10</td>\n",
       "      <td>0.7345</td>\n",
       "      <td>1.579653e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:19:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:20:04.940075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>2010</td>\n",
       "      <td>Cardano</td>\n",
       "      <td>ADA</td>\n",
       "      <td>cardano</td>\n",
       "      <td>1210</td>\n",
       "      <td>2017-10-01T00:00:00.000Z</td>\n",
       "      <td>['dpos', 'pos', 'platform', 'research', 'smart...</td>\n",
       "      <td>4.500000e+10</td>\n",
       "      <td>3.587210e+10</td>\n",
       "      <td>3.703500e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>0.383817</td>\n",
       "      <td>2.610133e+08</td>\n",
       "      <td>-29.5756</td>\n",
       "      <td>-0.054093</td>\n",
       "      <td>3.100040</td>\n",
       "      <td>-5.695015</td>\n",
       "      <td>-14.447059</td>\n",
       "      <td>-13.164084</td>\n",
       "      <td>-34.588089</td>\n",
       "      <td>1.376833e+10</td>\n",
       "      <td>0.6402</td>\n",
       "      <td>1.727177e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:20:04.940075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10</td>\n",
       "      <td>1958</td>\n",
       "      <td>TRON</td>\n",
       "      <td>TRX</td>\n",
       "      <td>tron</td>\n",
       "      <td>999</td>\n",
       "      <td>2017-09-13T00:00:00.000Z</td>\n",
       "      <td>['media', 'payments', 'tron-ecosystem', 'layer...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.714576e+10</td>\n",
       "      <td>8.714583e+10</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11</td>\n",
       "      <td>7.165966e+10</td>\n",
       "      <td>9.318809e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>0.130043</td>\n",
       "      <td>2.759384e+08</td>\n",
       "      <td>-21.2142</td>\n",
       "      <td>-0.026606</td>\n",
       "      <td>0.962801</td>\n",
       "      <td>0.819893</td>\n",
       "      <td>11.825209</td>\n",
       "      <td>2.534171</td>\n",
       "      <td>8.649056</td>\n",
       "      <td>1.133266e+10</td>\n",
       "      <td>0.5269</td>\n",
       "      <td>1.133267e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:20:04.940075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11</td>\n",
       "      <td>5805</td>\n",
       "      <td>Avalanche</td>\n",
       "      <td>AVAX</td>\n",
       "      <td>avalanche</td>\n",
       "      <td>750</td>\n",
       "      <td>2020-07-13T00:00:00.000Z</td>\n",
       "      <td>['defi', 'smart-contracts', 'three-arrows-capi...</td>\n",
       "      <td>7.157487e+08</td>\n",
       "      <td>3.943929e+08</td>\n",
       "      <td>4.437393e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>26.869427</td>\n",
       "      <td>2.930999e+08</td>\n",
       "      <td>-29.5608</td>\n",
       "      <td>0.563635</td>\n",
       "      <td>5.446628</td>\n",
       "      <td>-1.265150</td>\n",
       "      <td>-17.675559</td>\n",
       "      <td>-19.015633</td>\n",
       "      <td>-41.978415</td>\n",
       "      <td>1.059711e+10</td>\n",
       "      <td>0.4927</td>\n",
       "      <td>1.923176e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:20:04.940075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>12</td>\n",
       "      <td>5994</td>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>SHIB</td>\n",
       "      <td>shiba-inu</td>\n",
       "      <td>844</td>\n",
       "      <td>2020-08-01T00:00:00.000Z</td>\n",
       "      <td>['memes', 'ethereum-ecosystem', 'doggone-dogge...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.892708e+14</td>\n",
       "      <td>5.895193e+14</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>2.662422e+08</td>\n",
       "      <td>-29.8624</td>\n",
       "      <td>0.505088</td>\n",
       "      <td>2.603290</td>\n",
       "      <td>0.446721</td>\n",
       "      <td>-28.089412</td>\n",
       "      <td>-25.619576</td>\n",
       "      <td>-39.792131</td>\n",
       "      <td>9.816262e+09</td>\n",
       "      <td>0.4564</td>\n",
       "      <td>9.820401e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce</td>\n",
       "      <td>2024-07-10 11:20:04.940075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>13</td>\n",
       "      <td>6636</td>\n",
       "      <td>Polkadot</td>\n",
       "      <td>DOT</td>\n",
       "      <td>polkadot-new</td>\n",
       "      <td>792</td>\n",
       "      <td>2020-08-19T00:00:00.000Z</td>\n",
       "      <td>['substrate', 'polkadot', 'binance-chain', 'po...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14</td>\n",
       "      <td>1.466895e+09</td>\n",
       "      <td>9.014573e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>6.145342</td>\n",
       "      <td>1.580720e+08</td>\n",
       "      <td>-33.1614</td>\n",
       "      <td>0.125733</td>\n",
       "      <td>0.888403</td>\n",
       "      <td>0.093563</td>\n",
       "      <td>-5.284553</td>\n",
       "      <td>-7.527000</td>\n",
       "      <td>-26.471486</td>\n",
       "      <td>8.836716e+09</td>\n",
       "      <td>0.4109</td>\n",
       "      <td>8.836716e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:20:04.940075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14</td>\n",
       "      <td>1975</td>\n",
       "      <td>Chainlink</td>\n",
       "      <td>LINK</td>\n",
       "      <td>chainlink</td>\n",
       "      <td>1813</td>\n",
       "      <td>2017-09-20T00:00:00.000Z</td>\n",
       "      <td>['platform', 'defi', 'oracles', 'smart-contrac...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.081000e+08</td>\n",
       "      <td>1.000000e+09</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>12.950349</td>\n",
       "      <td>3.382537e+08</td>\n",
       "      <td>-17.6241</td>\n",
       "      <td>0.257600</td>\n",
       "      <td>-0.879027</td>\n",
       "      <td>-9.590766</td>\n",
       "      <td>-18.947596</td>\n",
       "      <td>-3.772528</td>\n",
       "      <td>-25.293204</td>\n",
       "      <td>7.875107e+09</td>\n",
       "      <td>0.3662</td>\n",
       "      <td>1.295035e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:18:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x514910771af9ca656af840dff83e8264ecf986ca</td>\n",
       "      <td>2024-07-10 11:20:04.940075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>BTC</td>\n",
       "      <td>bitcoin</td>\n",
       "      <td>11595</td>\n",
       "      <td>2010-07-13T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'sha-256', 'store-of-value...</td>\n",
       "      <td>2.100000e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>58476.211676</td>\n",
       "      <td>2.732294e+10</td>\n",
       "      <td>-13.2348</td>\n",
       "      <td>-0.295825</td>\n",
       "      <td>1.685425</td>\n",
       "      <td>-2.687161</td>\n",
       "      <td>-15.694853</td>\n",
       "      <td>-3.758961</td>\n",
       "      <td>-16.901947</td>\n",
       "      <td>1.153140e+12</td>\n",
       "      <td>53.7433</td>\n",
       "      <td>1.228000e+12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:37:54.156266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1</td>\n",
       "      <td>1027</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>9126</td>\n",
       "      <td>2015-08-07T00:00:00.000Z</td>\n",
       "      <td>['pos', 'smart-contracts', 'ethereum-ecosystem...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>3090.607032</td>\n",
       "      <td>1.411629e+10</td>\n",
       "      <td>-24.9702</td>\n",
       "      <td>-0.410651</td>\n",
       "      <td>0.082939</td>\n",
       "      <td>-6.011344</td>\n",
       "      <td>-15.838002</td>\n",
       "      <td>6.403284</td>\n",
       "      <td>-13.002249</td>\n",
       "      <td>3.715135e+11</td>\n",
       "      <td>17.3137</td>\n",
       "      <td>3.715135e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:37:54.156266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>2</td>\n",
       "      <td>825</td>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>USDT</td>\n",
       "      <td>tether</td>\n",
       "      <td>91252</td>\n",
       "      <td>2015-02-25T00:00:00.000Z</td>\n",
       "      <td>['stablecoin', 'asset-backed-stablecoin', 'ava...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.122598e+11</td>\n",
       "      <td>1.160769e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>1.000174</td>\n",
       "      <td>4.920011e+10</td>\n",
       "      <td>-19.3366</td>\n",
       "      <td>0.026637</td>\n",
       "      <td>0.016388</td>\n",
       "      <td>0.150175</td>\n",
       "      <td>0.045080</td>\n",
       "      <td>0.056845</td>\n",
       "      <td>0.032942</td>\n",
       "      <td>1.122793e+11</td>\n",
       "      <td>5.2333</td>\n",
       "      <td>1.160970e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xdac17f958d2ee523a2206206994597c13d831ec7</td>\n",
       "      <td>2024-07-10 11:37:54.156266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>3</td>\n",
       "      <td>1839</td>\n",
       "      <td>BNB</td>\n",
       "      <td>BNB</td>\n",
       "      <td>bnb</td>\n",
       "      <td>2190</td>\n",
       "      <td>2017-07-25T00:00:00.000Z</td>\n",
       "      <td>['marketplace', 'centralized-exchange', 'payme...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>527.298820</td>\n",
       "      <td>1.608474e+09</td>\n",
       "      <td>-12.0509</td>\n",
       "      <td>0.228400</td>\n",
       "      <td>2.171613</td>\n",
       "      <td>-5.572506</td>\n",
       "      <td>-17.787988</td>\n",
       "      <td>-10.568593</td>\n",
       "      <td>-11.682569</td>\n",
       "      <td>7.782010e+10</td>\n",
       "      <td>3.6272</td>\n",
       "      <td>7.782010e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:37:54.156266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>4</td>\n",
       "      <td>5426</td>\n",
       "      <td>Solana</td>\n",
       "      <td>SOL</td>\n",
       "      <td>solana</td>\n",
       "      <td>699</td>\n",
       "      <td>2020-04-10T00:00:00.000Z</td>\n",
       "      <td>['pos', 'platform', 'solana-ecosystem', 'cms-h...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.636749e+08</td>\n",
       "      <td>5.798357e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>142.621073</td>\n",
       "      <td>2.072843e+09</td>\n",
       "      <td>-34.5427</td>\n",
       "      <td>-0.715035</td>\n",
       "      <td>1.011067</td>\n",
       "      <td>-0.246575</td>\n",
       "      <td>-10.495815</td>\n",
       "      <td>-1.048018</td>\n",
       "      <td>-17.118287</td>\n",
       "      <td>6.612981e+10</td>\n",
       "      <td>3.0823</td>\n",
       "      <td>8.269679e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:37:54.156266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>5</td>\n",
       "      <td>3408</td>\n",
       "      <td>USDC</td>\n",
       "      <td>USDC</td>\n",
       "      <td>usd-coin</td>\n",
       "      <td>20894</td>\n",
       "      <td>2018-10-08T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'stablecoin', 'asset-ba...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.401909e+10</td>\n",
       "      <td>3.401909e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>1.000146</td>\n",
       "      <td>5.319173e+09</td>\n",
       "      <td>-19.9023</td>\n",
       "      <td>0.025743</td>\n",
       "      <td>0.004698</td>\n",
       "      <td>0.010499</td>\n",
       "      <td>0.023085</td>\n",
       "      <td>0.019909</td>\n",
       "      <td>0.018694</td>\n",
       "      <td>3.402406e+10</td>\n",
       "      <td>1.5856</td>\n",
       "      <td>3.402406e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48</td>\n",
       "      <td>2024-07-10 11:37:54.156266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>6</td>\n",
       "      <td>52</td>\n",
       "      <td>XRP</td>\n",
       "      <td>XRP</td>\n",
       "      <td>xrp</td>\n",
       "      <td>1351</td>\n",
       "      <td>2013-08-04T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'enterprise-solutions',...</td>\n",
       "      <td>1.000000e+11</td>\n",
       "      <td>5.572306e+10</td>\n",
       "      <td>9.998747e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>0.440872</td>\n",
       "      <td>9.461357e+08</td>\n",
       "      <td>-25.1579</td>\n",
       "      <td>-0.308920</td>\n",
       "      <td>1.347415</td>\n",
       "      <td>-8.442575</td>\n",
       "      <td>-11.358233</td>\n",
       "      <td>-12.310785</td>\n",
       "      <td>-27.895455</td>\n",
       "      <td>2.456674e+10</td>\n",
       "      <td>1.1450</td>\n",
       "      <td>4.408720e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:37:54.156266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>7</td>\n",
       "      <td>11419</td>\n",
       "      <td>Toncoin</td>\n",
       "      <td>TON</td>\n",
       "      <td>toncoin</td>\n",
       "      <td>454</td>\n",
       "      <td>2021-08-26T13:40:22.000Z</td>\n",
       "      <td>['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.506210e+09</td>\n",
       "      <td>5.108798e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8</td>\n",
       "      <td>3.414167e+09</td>\n",
       "      <td>2.502660e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>7.330222</td>\n",
       "      <td>2.368006e+08</td>\n",
       "      <td>-20.9369</td>\n",
       "      <td>0.011927</td>\n",
       "      <td>0.893673</td>\n",
       "      <td>-6.156562</td>\n",
       "      <td>3.562413</td>\n",
       "      <td>9.967666</td>\n",
       "      <td>-1.298265</td>\n",
       "      <td>1.837108e+10</td>\n",
       "      <td>0.8562</td>\n",
       "      <td>3.744862e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:37:54.156266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>8</td>\n",
       "      <td>74</td>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>DOGE</td>\n",
       "      <td>dogecoin</td>\n",
       "      <td>1021</td>\n",
       "      <td>2013-12-15T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'scrypt', 'medium-of-excha...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.450574e+11</td>\n",
       "      <td>1.450574e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>0.108573</td>\n",
       "      <td>5.498557e+08</td>\n",
       "      <td>-25.8667</td>\n",
       "      <td>-0.311706</td>\n",
       "      <td>0.068541</td>\n",
       "      <td>-8.480292</td>\n",
       "      <td>-25.003190</td>\n",
       "      <td>-24.306543</td>\n",
       "      <td>-44.512216</td>\n",
       "      <td>1.574932e+10</td>\n",
       "      <td>0.7340</td>\n",
       "      <td>1.574932e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:37:54.156266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>9</td>\n",
       "      <td>2010</td>\n",
       "      <td>Cardano</td>\n",
       "      <td>ADA</td>\n",
       "      <td>cardano</td>\n",
       "      <td>1210</td>\n",
       "      <td>2017-10-01T00:00:00.000Z</td>\n",
       "      <td>['dpos', 'pos', 'platform', 'research', 'smart...</td>\n",
       "      <td>4.500000e+10</td>\n",
       "      <td>3.587210e+10</td>\n",
       "      <td>3.703500e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>0.383057</td>\n",
       "      <td>2.612484e+08</td>\n",
       "      <td>-29.2281</td>\n",
       "      <td>-0.466904</td>\n",
       "      <td>2.576453</td>\n",
       "      <td>-5.500336</td>\n",
       "      <td>-14.320938</td>\n",
       "      <td>-13.519598</td>\n",
       "      <td>-34.591224</td>\n",
       "      <td>1.374104e+10</td>\n",
       "      <td>0.6405</td>\n",
       "      <td>1.723755e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:37:54.156266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>10</td>\n",
       "      <td>1958</td>\n",
       "      <td>TRON</td>\n",
       "      <td>TRX</td>\n",
       "      <td>tron</td>\n",
       "      <td>999</td>\n",
       "      <td>2017-09-13T00:00:00.000Z</td>\n",
       "      <td>['media', 'payments', 'tron-ecosystem', 'layer...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.714536e+10</td>\n",
       "      <td>8.714539e+10</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11</td>\n",
       "      <td>7.165966e+10</td>\n",
       "      <td>9.310183e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>0.129922</td>\n",
       "      <td>2.761684e+08</td>\n",
       "      <td>-20.9800</td>\n",
       "      <td>-0.132519</td>\n",
       "      <td>0.804376</td>\n",
       "      <td>0.849022</td>\n",
       "      <td>11.765183</td>\n",
       "      <td>2.344439</td>\n",
       "      <td>8.537519</td>\n",
       "      <td>1.132212e+10</td>\n",
       "      <td>0.5278</td>\n",
       "      <td>1.132212e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:37:54.156266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>11</td>\n",
       "      <td>5805</td>\n",
       "      <td>Avalanche</td>\n",
       "      <td>AVAX</td>\n",
       "      <td>avalanche</td>\n",
       "      <td>750</td>\n",
       "      <td>2020-07-13T00:00:00.000Z</td>\n",
       "      <td>['defi', 'smart-contracts', 'three-arrows-capi...</td>\n",
       "      <td>7.157487e+08</td>\n",
       "      <td>3.943929e+08</td>\n",
       "      <td>4.437393e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>26.868720</td>\n",
       "      <td>2.936154e+08</td>\n",
       "      <td>-29.1532</td>\n",
       "      <td>-0.198525</td>\n",
       "      <td>5.019691</td>\n",
       "      <td>-1.130176</td>\n",
       "      <td>-17.601436</td>\n",
       "      <td>-19.333307</td>\n",
       "      <td>-42.083008</td>\n",
       "      <td>1.059683e+10</td>\n",
       "      <td>0.4939</td>\n",
       "      <td>1.923125e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:37:54.156266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>12</td>\n",
       "      <td>5994</td>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>SHIB</td>\n",
       "      <td>shiba-inu</td>\n",
       "      <td>844</td>\n",
       "      <td>2020-08-01T00:00:00.000Z</td>\n",
       "      <td>['memes', 'ethereum-ecosystem', 'doggone-dogge...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.892708e+14</td>\n",
       "      <td>5.895193e+14</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>2.652645e+08</td>\n",
       "      <td>-30.0788</td>\n",
       "      <td>-0.358209</td>\n",
       "      <td>1.691878</td>\n",
       "      <td>0.720282</td>\n",
       "      <td>-28.191820</td>\n",
       "      <td>-26.009881</td>\n",
       "      <td>-39.941154</td>\n",
       "      <td>9.790697e+09</td>\n",
       "      <td>0.4563</td>\n",
       "      <td>9.794825e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce</td>\n",
       "      <td>2024-07-10 11:37:54.156266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>13</td>\n",
       "      <td>6636</td>\n",
       "      <td>Polkadot</td>\n",
       "      <td>DOT</td>\n",
       "      <td>polkadot-new</td>\n",
       "      <td>792</td>\n",
       "      <td>2020-08-19T00:00:00.000Z</td>\n",
       "      <td>['substrate', 'polkadot', 'binance-chain', 'po...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14</td>\n",
       "      <td>1.466895e+09</td>\n",
       "      <td>8.947226e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>6.099431</td>\n",
       "      <td>1.599129e+08</td>\n",
       "      <td>-32.5131</td>\n",
       "      <td>-0.842402</td>\n",
       "      <td>-0.607924</td>\n",
       "      <td>-0.134439</td>\n",
       "      <td>-6.047068</td>\n",
       "      <td>-8.609402</td>\n",
       "      <td>-26.790856</td>\n",
       "      <td>8.770698e+09</td>\n",
       "      <td>0.4088</td>\n",
       "      <td>8.770698e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:37:54.156266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>14</td>\n",
       "      <td>1975</td>\n",
       "      <td>Chainlink</td>\n",
       "      <td>LINK</td>\n",
       "      <td>chainlink</td>\n",
       "      <td>1813</td>\n",
       "      <td>2017-09-20T00:00:00.000Z</td>\n",
       "      <td>['platform', 'defi', 'oracles', 'smart-contrac...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.081000e+08</td>\n",
       "      <td>1.000000e+09</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>12.903780</td>\n",
       "      <td>3.375585e+08</td>\n",
       "      <td>-17.8236</td>\n",
       "      <td>-0.109289</td>\n",
       "      <td>-2.073497</td>\n",
       "      <td>-9.670794</td>\n",
       "      <td>-19.136761</td>\n",
       "      <td>-4.370851</td>\n",
       "      <td>-25.426981</td>\n",
       "      <td>7.846788e+09</td>\n",
       "      <td>0.3657</td>\n",
       "      <td>1.290378e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:36:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x514910771af9ca656af840dff83e8264ecf986ca</td>\n",
       "      <td>2024-07-10 11:37:54.156266</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>BTC</td>\n",
       "      <td>bitcoin</td>\n",
       "      <td>11595</td>\n",
       "      <td>2010-07-13T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'sha-256', 'store-of-value...</td>\n",
       "      <td>2.100000e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>58528.840745</td>\n",
       "      <td>2.734206e+10</td>\n",
       "      <td>-13.1177</td>\n",
       "      <td>-0.238686</td>\n",
       "      <td>1.797780</td>\n",
       "      <td>-2.627272</td>\n",
       "      <td>-15.650109</td>\n",
       "      <td>-3.645458</td>\n",
       "      <td>-16.788522</td>\n",
       "      <td>1.154178e+12</td>\n",
       "      <td>53.7917</td>\n",
       "      <td>1.229106e+12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:38:54.397727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>1</td>\n",
       "      <td>1027</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>9126</td>\n",
       "      <td>2015-08-07T00:00:00.000Z</td>\n",
       "      <td>['pos', 'smart-contracts', 'ethereum-ecosystem...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>3097.216961</td>\n",
       "      <td>1.411833e+10</td>\n",
       "      <td>-24.9586</td>\n",
       "      <td>-0.232620</td>\n",
       "      <td>0.257770</td>\n",
       "      <td>-5.901096</td>\n",
       "      <td>-15.671093</td>\n",
       "      <td>6.505816</td>\n",
       "      <td>-12.773847</td>\n",
       "      <td>3.723081e+11</td>\n",
       "      <td>17.3507</td>\n",
       "      <td>3.723081e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:38:54.397727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>2</td>\n",
       "      <td>825</td>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>USDT</td>\n",
       "      <td>tether</td>\n",
       "      <td>91252</td>\n",
       "      <td>2015-02-25T00:00:00.000Z</td>\n",
       "      <td>['stablecoin', 'asset-backed-stablecoin', 'ava...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.122598e+11</td>\n",
       "      <td>1.160769e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>0.999970</td>\n",
       "      <td>4.922270e+10</td>\n",
       "      <td>-19.2937</td>\n",
       "      <td>0.012068</td>\n",
       "      <td>-0.007536</td>\n",
       "      <td>0.123486</td>\n",
       "      <td>0.026775</td>\n",
       "      <td>-0.004072</td>\n",
       "      <td>-0.003929</td>\n",
       "      <td>1.122564e+11</td>\n",
       "      <td>5.2318</td>\n",
       "      <td>1.160733e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xdac17f958d2ee523a2206206994597c13d831ec7</td>\n",
       "      <td>2024-07-10 11:38:54.397727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>3</td>\n",
       "      <td>1839</td>\n",
       "      <td>BNB</td>\n",
       "      <td>BNB</td>\n",
       "      <td>bnb</td>\n",
       "      <td>2190</td>\n",
       "      <td>2017-07-25T00:00:00.000Z</td>\n",
       "      <td>['marketplace', 'centralized-exchange', 'payme...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>527.148796</td>\n",
       "      <td>1.608474e+09</td>\n",
       "      <td>-12.0415</td>\n",
       "      <td>0.107452</td>\n",
       "      <td>2.122842</td>\n",
       "      <td>-5.564918</td>\n",
       "      <td>-17.806290</td>\n",
       "      <td>-10.613921</td>\n",
       "      <td>-11.636340</td>\n",
       "      <td>7.779796e+10</td>\n",
       "      <td>3.6259</td>\n",
       "      <td>7.779796e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:38:54.397727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>4</td>\n",
       "      <td>5426</td>\n",
       "      <td>Solana</td>\n",
       "      <td>SOL</td>\n",
       "      <td>solana</td>\n",
       "      <td>699</td>\n",
       "      <td>2020-04-10T00:00:00.000Z</td>\n",
       "      <td>['pos', 'platform', 'solana-ecosystem', 'cms-h...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.636749e+08</td>\n",
       "      <td>5.798357e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>142.539781</td>\n",
       "      <td>2.073256e+09</td>\n",
       "      <td>-34.5255</td>\n",
       "      <td>-0.820201</td>\n",
       "      <td>0.890875</td>\n",
       "      <td>-0.277517</td>\n",
       "      <td>-10.525519</td>\n",
       "      <td>-1.276418</td>\n",
       "      <td>-17.156553</td>\n",
       "      <td>6.609212e+10</td>\n",
       "      <td>3.0803</td>\n",
       "      <td>8.264966e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:38:54.397727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>5</td>\n",
       "      <td>3408</td>\n",
       "      <td>USDC</td>\n",
       "      <td>USDC</td>\n",
       "      <td>usd-coin</td>\n",
       "      <td>20894</td>\n",
       "      <td>2018-10-08T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'stablecoin', 'asset-ba...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.401909e+10</td>\n",
       "      <td>3.401909e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>0.999893</td>\n",
       "      <td>5.321618e+09</td>\n",
       "      <td>-19.8435</td>\n",
       "      <td>-0.003201</td>\n",
       "      <td>-0.015889</td>\n",
       "      <td>-0.015536</td>\n",
       "      <td>-0.009058</td>\n",
       "      <td>-0.007994</td>\n",
       "      <td>-0.008205</td>\n",
       "      <td>3.401546e+10</td>\n",
       "      <td>1.5852</td>\n",
       "      <td>3.401546e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48</td>\n",
       "      <td>2024-07-10 11:38:54.397727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>6</td>\n",
       "      <td>52</td>\n",
       "      <td>XRP</td>\n",
       "      <td>XRP</td>\n",
       "      <td>xrp</td>\n",
       "      <td>1351</td>\n",
       "      <td>2013-08-04T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'enterprise-solutions',...</td>\n",
       "      <td>1.000000e+11</td>\n",
       "      <td>5.572306e+10</td>\n",
       "      <td>9.998747e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>0.441093</td>\n",
       "      <td>9.481731e+08</td>\n",
       "      <td>-24.9210</td>\n",
       "      <td>-0.256055</td>\n",
       "      <td>1.404040</td>\n",
       "      <td>-8.410620</td>\n",
       "      <td>-11.312369</td>\n",
       "      <td>-12.265623</td>\n",
       "      <td>-27.860457</td>\n",
       "      <td>2.457908e+10</td>\n",
       "      <td>1.1455</td>\n",
       "      <td>4.410935e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:38:54.397727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>7</td>\n",
       "      <td>11419</td>\n",
       "      <td>Toncoin</td>\n",
       "      <td>TON</td>\n",
       "      <td>toncoin</td>\n",
       "      <td>454</td>\n",
       "      <td>2021-08-26T13:40:22.000Z</td>\n",
       "      <td>['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.506210e+09</td>\n",
       "      <td>5.108798e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8</td>\n",
       "      <td>3.414167e+09</td>\n",
       "      <td>2.501879e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>7.327934</td>\n",
       "      <td>2.368729e+08</td>\n",
       "      <td>-20.9165</td>\n",
       "      <td>-0.090180</td>\n",
       "      <td>0.829286</td>\n",
       "      <td>-6.165289</td>\n",
       "      <td>3.530894</td>\n",
       "      <td>9.818407</td>\n",
       "      <td>-1.352237</td>\n",
       "      <td>1.836534e+10</td>\n",
       "      <td>0.8559</td>\n",
       "      <td>3.743693e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:38:54.397727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>8</td>\n",
       "      <td>74</td>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>DOGE</td>\n",
       "      <td>dogecoin</td>\n",
       "      <td>1021</td>\n",
       "      <td>2013-12-15T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'scrypt', 'medium-of-excha...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.450574e+11</td>\n",
       "      <td>1.450574e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>0.108926</td>\n",
       "      <td>5.497835e+08</td>\n",
       "      <td>-25.8638</td>\n",
       "      <td>0.012560</td>\n",
       "      <td>0.386129</td>\n",
       "      <td>-8.206557</td>\n",
       "      <td>-24.772793</td>\n",
       "      <td>-24.063664</td>\n",
       "      <td>-44.327638</td>\n",
       "      <td>1.580051e+10</td>\n",
       "      <td>0.7364</td>\n",
       "      <td>1.580051e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:38:54.397727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>9</td>\n",
       "      <td>2010</td>\n",
       "      <td>Cardano</td>\n",
       "      <td>ADA</td>\n",
       "      <td>cardano</td>\n",
       "      <td>1210</td>\n",
       "      <td>2017-10-01T00:00:00.000Z</td>\n",
       "      <td>['dpos', 'pos', 'platform', 'research', 'smart...</td>\n",
       "      <td>4.500000e+10</td>\n",
       "      <td>3.587210e+10</td>\n",
       "      <td>3.703500e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>0.382761</td>\n",
       "      <td>2.612484e+08</td>\n",
       "      <td>-29.2236</td>\n",
       "      <td>-0.578651</td>\n",
       "      <td>2.511383</td>\n",
       "      <td>-5.484396</td>\n",
       "      <td>-14.338049</td>\n",
       "      <td>-13.678517</td>\n",
       "      <td>-34.615349</td>\n",
       "      <td>1.373044e+10</td>\n",
       "      <td>0.6399</td>\n",
       "      <td>1.722424e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:38:54.397727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>10</td>\n",
       "      <td>1958</td>\n",
       "      <td>TRON</td>\n",
       "      <td>TRX</td>\n",
       "      <td>tron</td>\n",
       "      <td>999</td>\n",
       "      <td>2017-09-13T00:00:00.000Z</td>\n",
       "      <td>['media', 'payments', 'tron-ecosystem', 'layer...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.714536e+10</td>\n",
       "      <td>8.714539e+10</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11</td>\n",
       "      <td>7.165966e+10</td>\n",
       "      <td>9.314555e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>0.129983</td>\n",
       "      <td>2.761684e+08</td>\n",
       "      <td>-20.9680</td>\n",
       "      <td>-0.048985</td>\n",
       "      <td>0.844356</td>\n",
       "      <td>0.917012</td>\n",
       "      <td>11.843651</td>\n",
       "      <td>2.344418</td>\n",
       "      <td>8.597323</td>\n",
       "      <td>1.132744e+10</td>\n",
       "      <td>0.5280</td>\n",
       "      <td>1.132744e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:38:54.397727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>11</td>\n",
       "      <td>5805</td>\n",
       "      <td>Avalanche</td>\n",
       "      <td>AVAX</td>\n",
       "      <td>avalanche</td>\n",
       "      <td>750</td>\n",
       "      <td>2020-07-13T00:00:00.000Z</td>\n",
       "      <td>['defi', 'smart-contracts', 'three-arrows-capi...</td>\n",
       "      <td>7.157487e+08</td>\n",
       "      <td>3.943929e+08</td>\n",
       "      <td>4.437393e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>26.854782</td>\n",
       "      <td>2.936154e+08</td>\n",
       "      <td>-29.1487</td>\n",
       "      <td>-0.225800</td>\n",
       "      <td>4.915770</td>\n",
       "      <td>-1.139352</td>\n",
       "      <td>-17.621512</td>\n",
       "      <td>-19.497590</td>\n",
       "      <td>-42.083088</td>\n",
       "      <td>1.059134e+10</td>\n",
       "      <td>0.4936</td>\n",
       "      <td>1.922128e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:38:54.397727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>12</td>\n",
       "      <td>5994</td>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>SHIB</td>\n",
       "      <td>shiba-inu</td>\n",
       "      <td>844</td>\n",
       "      <td>2020-08-01T00:00:00.000Z</td>\n",
       "      <td>['memes', 'ethereum-ecosystem', 'doggone-dogge...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.892708e+14</td>\n",
       "      <td>5.895193e+14</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>2.652645e+08</td>\n",
       "      <td>-30.0850</td>\n",
       "      <td>-0.596267</td>\n",
       "      <td>1.554238</td>\n",
       "      <td>0.585599</td>\n",
       "      <td>-28.314068</td>\n",
       "      <td>-26.222777</td>\n",
       "      <td>-39.960794</td>\n",
       "      <td>9.777850e+09</td>\n",
       "      <td>0.4557</td>\n",
       "      <td>9.781973e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce</td>\n",
       "      <td>2024-07-10 11:38:54.397727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>13</td>\n",
       "      <td>6636</td>\n",
       "      <td>Polkadot</td>\n",
       "      <td>DOT</td>\n",
       "      <td>polkadot-new</td>\n",
       "      <td>792</td>\n",
       "      <td>2020-08-19T00:00:00.000Z</td>\n",
       "      <td>['substrate', 'polkadot', 'binance-chain', 'po...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14</td>\n",
       "      <td>1.466895e+09</td>\n",
       "      <td>8.946774e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>6.099123</td>\n",
       "      <td>1.602368e+08</td>\n",
       "      <td>-32.3585</td>\n",
       "      <td>-0.967429</td>\n",
       "      <td>-0.595480</td>\n",
       "      <td>-0.086197</td>\n",
       "      <td>-6.023717</td>\n",
       "      <td>-8.718478</td>\n",
       "      <td>-26.684928</td>\n",
       "      <td>8.770255e+09</td>\n",
       "      <td>0.4087</td>\n",
       "      <td>8.770255e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:38:54.397727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>14</td>\n",
       "      <td>1975</td>\n",
       "      <td>Chainlink</td>\n",
       "      <td>LINK</td>\n",
       "      <td>chainlink</td>\n",
       "      <td>1813</td>\n",
       "      <td>2017-09-20T00:00:00.000Z</td>\n",
       "      <td>['platform', 'defi', 'oracles', 'smart-contrac...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.081000e+08</td>\n",
       "      <td>1.000000e+09</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>12.887659</td>\n",
       "      <td>3.375585e+08</td>\n",
       "      <td>-17.8260</td>\n",
       "      <td>-0.317340</td>\n",
       "      <td>-2.281706</td>\n",
       "      <td>-9.660463</td>\n",
       "      <td>-19.237243</td>\n",
       "      <td>-4.637599</td>\n",
       "      <td>-25.476731</td>\n",
       "      <td>7.836985e+09</td>\n",
       "      <td>0.3653</td>\n",
       "      <td>1.288766e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:37:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x514910771af9ca656af840dff83e8264ecf986ca</td>\n",
       "      <td>2024-07-10 11:38:54.397727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>BTC</td>\n",
       "      <td>bitcoin</td>\n",
       "      <td>11595</td>\n",
       "      <td>2010-07-13T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'sha-256', 'store-of-value...</td>\n",
       "      <td>2.100000e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>58484.862972</td>\n",
       "      <td>2.735218e+10</td>\n",
       "      <td>-13.0869</td>\n",
       "      <td>-0.363153</td>\n",
       "      <td>1.766846</td>\n",
       "      <td>-2.737928</td>\n",
       "      <td>-15.725880</td>\n",
       "      <td>-3.736611</td>\n",
       "      <td>-16.863669</td>\n",
       "      <td>1.153310e+12</td>\n",
       "      <td>53.7513</td>\n",
       "      <td>1.228182e+12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:39:54.646915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>1</td>\n",
       "      <td>1027</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>9126</td>\n",
       "      <td>2015-08-07T00:00:00.000Z</td>\n",
       "      <td>['pos', 'smart-contracts', 'ethereum-ecosystem...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>3099.100810</td>\n",
       "      <td>1.411042e+10</td>\n",
       "      <td>-24.9869</td>\n",
       "      <td>-0.181243</td>\n",
       "      <td>0.330171</td>\n",
       "      <td>-5.867273</td>\n",
       "      <td>-15.646015</td>\n",
       "      <td>6.589191</td>\n",
       "      <td>-12.630726</td>\n",
       "      <td>3.725346e+11</td>\n",
       "      <td>17.3612</td>\n",
       "      <td>3.725346e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:39:54.646915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>2</td>\n",
       "      <td>825</td>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>USDT</td>\n",
       "      <td>tether</td>\n",
       "      <td>91252</td>\n",
       "      <td>2015-02-25T00:00:00.000Z</td>\n",
       "      <td>['stablecoin', 'asset-backed-stablecoin', 'ava...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.122598e+11</td>\n",
       "      <td>1.160769e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>0.999943</td>\n",
       "      <td>4.923104e+10</td>\n",
       "      <td>-19.2371</td>\n",
       "      <td>0.003792</td>\n",
       "      <td>-0.003008</td>\n",
       "      <td>0.133162</td>\n",
       "      <td>0.028622</td>\n",
       "      <td>0.037465</td>\n",
       "      <td>0.002108</td>\n",
       "      <td>1.122534e+11</td>\n",
       "      <td>5.2317</td>\n",
       "      <td>1.160703e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xdac17f958d2ee523a2206206994597c13d831ec7</td>\n",
       "      <td>2024-07-10 11:39:54.646915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>3</td>\n",
       "      <td>1839</td>\n",
       "      <td>BNB</td>\n",
       "      <td>BNB</td>\n",
       "      <td>bnb</td>\n",
       "      <td>2190</td>\n",
       "      <td>2017-07-25T00:00:00.000Z</td>\n",
       "      <td>['marketplace', 'centralized-exchange', 'payme...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>527.685108</td>\n",
       "      <td>1.609656e+09</td>\n",
       "      <td>-11.9499</td>\n",
       "      <td>0.203150</td>\n",
       "      <td>2.236914</td>\n",
       "      <td>-5.511004</td>\n",
       "      <td>-17.722408</td>\n",
       "      <td>-10.511939</td>\n",
       "      <td>-11.522474</td>\n",
       "      <td>7.787711e+10</td>\n",
       "      <td>3.6295</td>\n",
       "      <td>7.787711e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:39:54.646915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>4</td>\n",
       "      <td>5426</td>\n",
       "      <td>Solana</td>\n",
       "      <td>SOL</td>\n",
       "      <td>solana</td>\n",
       "      <td>699</td>\n",
       "      <td>2020-04-10T00:00:00.000Z</td>\n",
       "      <td>['pos', 'platform', 'solana-ecosystem', 'cms-h...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.636749e+08</td>\n",
       "      <td>5.798357e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>142.659866</td>\n",
       "      <td>2.072522e+09</td>\n",
       "      <td>-34.5386</td>\n",
       "      <td>-0.763212</td>\n",
       "      <td>0.973844</td>\n",
       "      <td>-0.241730</td>\n",
       "      <td>-10.458191</td>\n",
       "      <td>-1.184045</td>\n",
       "      <td>-17.054233</td>\n",
       "      <td>6.614780e+10</td>\n",
       "      <td>3.0829</td>\n",
       "      <td>8.271929e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:39:54.646915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>5</td>\n",
       "      <td>3408</td>\n",
       "      <td>USDC</td>\n",
       "      <td>USDC</td>\n",
       "      <td>usd-coin</td>\n",
       "      <td>20894</td>\n",
       "      <td>2018-10-08T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'stablecoin', 'asset-ba...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.401909e+10</td>\n",
       "      <td>3.401909e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>0.999961</td>\n",
       "      <td>5.326213e+09</td>\n",
       "      <td>-19.7251</td>\n",
       "      <td>0.006277</td>\n",
       "      <td>-0.002677</td>\n",
       "      <td>0.009597</td>\n",
       "      <td>0.004942</td>\n",
       "      <td>-0.000713</td>\n",
       "      <td>-0.009451</td>\n",
       "      <td>3.401777e+10</td>\n",
       "      <td>1.5853</td>\n",
       "      <td>3.401777e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48</td>\n",
       "      <td>2024-07-10 11:39:54.646915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>6</td>\n",
       "      <td>52</td>\n",
       "      <td>XRP</td>\n",
       "      <td>XRP</td>\n",
       "      <td>xrp</td>\n",
       "      <td>1351</td>\n",
       "      <td>2013-08-04T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'enterprise-solutions',...</td>\n",
       "      <td>1.000000e+11</td>\n",
       "      <td>5.572306e+10</td>\n",
       "      <td>9.998747e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>0.441067</td>\n",
       "      <td>9.487817e+08</td>\n",
       "      <td>-24.8579</td>\n",
       "      <td>-0.258943</td>\n",
       "      <td>1.400773</td>\n",
       "      <td>-8.417653</td>\n",
       "      <td>-11.317859</td>\n",
       "      <td>-12.277371</td>\n",
       "      <td>-27.865012</td>\n",
       "      <td>2.457759e+10</td>\n",
       "      <td>1.1455</td>\n",
       "      <td>4.410667e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:39:54.646915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>7</td>\n",
       "      <td>11419</td>\n",
       "      <td>Toncoin</td>\n",
       "      <td>TON</td>\n",
       "      <td>toncoin</td>\n",
       "      <td>454</td>\n",
       "      <td>2021-08-26T13:40:22.000Z</td>\n",
       "      <td>['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.506210e+09</td>\n",
       "      <td>5.108798e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8</td>\n",
       "      <td>3.414167e+09</td>\n",
       "      <td>2.501477e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>7.326756</td>\n",
       "      <td>2.369588e+08</td>\n",
       "      <td>-20.8669</td>\n",
       "      <td>-0.103762</td>\n",
       "      <td>0.813333</td>\n",
       "      <td>-6.187870</td>\n",
       "      <td>3.505169</td>\n",
       "      <td>9.798213</td>\n",
       "      <td>-1.363772</td>\n",
       "      <td>1.836239e+10</td>\n",
       "      <td>0.8558</td>\n",
       "      <td>3.743092e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:39:54.646915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>8</td>\n",
       "      <td>74</td>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>DOGE</td>\n",
       "      <td>dogecoin</td>\n",
       "      <td>1021</td>\n",
       "      <td>2013-12-15T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'scrypt', 'medium-of-excha...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.450574e+11</td>\n",
       "      <td>1.450574e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>0.108881</td>\n",
       "      <td>5.539668e+08</td>\n",
       "      <td>-25.3079</td>\n",
       "      <td>-0.061942</td>\n",
       "      <td>0.352786</td>\n",
       "      <td>-8.256411</td>\n",
       "      <td>-24.812169</td>\n",
       "      <td>-24.102702</td>\n",
       "      <td>-44.360681</td>\n",
       "      <td>1.579402e+10</td>\n",
       "      <td>0.7361</td>\n",
       "      <td>1.579402e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:39:54.646915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>9</td>\n",
       "      <td>2010</td>\n",
       "      <td>Cardano</td>\n",
       "      <td>ADA</td>\n",
       "      <td>cardano</td>\n",
       "      <td>1210</td>\n",
       "      <td>2017-10-01T00:00:00.000Z</td>\n",
       "      <td>['dpos', 'pos', 'platform', 'research', 'smart...</td>\n",
       "      <td>4.500000e+10</td>\n",
       "      <td>3.587210e+10</td>\n",
       "      <td>3.703500e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>0.383109</td>\n",
       "      <td>2.608262e+08</td>\n",
       "      <td>-29.4122</td>\n",
       "      <td>-0.495213</td>\n",
       "      <td>2.610428</td>\n",
       "      <td>-5.403986</td>\n",
       "      <td>-14.255215</td>\n",
       "      <td>-13.605567</td>\n",
       "      <td>-34.552296</td>\n",
       "      <td>1.374292e+10</td>\n",
       "      <td>0.6405</td>\n",
       "      <td>1.723990e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:39:54.646915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>10</td>\n",
       "      <td>1958</td>\n",
       "      <td>TRON</td>\n",
       "      <td>TRX</td>\n",
       "      <td>tron</td>\n",
       "      <td>999</td>\n",
       "      <td>2017-09-13T00:00:00.000Z</td>\n",
       "      <td>['media', 'payments', 'tron-ecosystem', 'layer...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.714536e+10</td>\n",
       "      <td>8.714539e+10</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11</td>\n",
       "      <td>7.165966e+10</td>\n",
       "      <td>9.315492e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>0.129996</td>\n",
       "      <td>2.764068e+08</td>\n",
       "      <td>-20.9209</td>\n",
       "      <td>-0.046203</td>\n",
       "      <td>0.861054</td>\n",
       "      <td>0.918180</td>\n",
       "      <td>11.858794</td>\n",
       "      <td>2.347451</td>\n",
       "      <td>8.607119</td>\n",
       "      <td>1.132858e+10</td>\n",
       "      <td>0.5284</td>\n",
       "      <td>1.132858e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:39:54.646915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>11</td>\n",
       "      <td>5805</td>\n",
       "      <td>Avalanche</td>\n",
       "      <td>AVAX</td>\n",
       "      <td>avalanche</td>\n",
       "      <td>750</td>\n",
       "      <td>2020-07-13T00:00:00.000Z</td>\n",
       "      <td>['defi', 'smart-contracts', 'three-arrows-capi...</td>\n",
       "      <td>7.157487e+08</td>\n",
       "      <td>3.943929e+08</td>\n",
       "      <td>4.437393e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>26.862787</td>\n",
       "      <td>2.938597e+08</td>\n",
       "      <td>-29.0593</td>\n",
       "      <td>-0.206571</td>\n",
       "      <td>4.941992</td>\n",
       "      <td>-1.133924</td>\n",
       "      <td>-17.608369</td>\n",
       "      <td>-19.464124</td>\n",
       "      <td>-42.051256</td>\n",
       "      <td>1.059449e+10</td>\n",
       "      <td>0.4938</td>\n",
       "      <td>1.922701e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:39:54.646915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>12</td>\n",
       "      <td>5994</td>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>SHIB</td>\n",
       "      <td>shiba-inu</td>\n",
       "      <td>844</td>\n",
       "      <td>2020-08-01T00:00:00.000Z</td>\n",
       "      <td>['memes', 'ethereum-ecosystem', 'doggone-dogge...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.892708e+14</td>\n",
       "      <td>5.895193e+14</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>2.653847e+08</td>\n",
       "      <td>-30.0352</td>\n",
       "      <td>-0.485783</td>\n",
       "      <td>1.677922</td>\n",
       "      <td>0.667740</td>\n",
       "      <td>-28.233927</td>\n",
       "      <td>-26.132312</td>\n",
       "      <td>-39.866624</td>\n",
       "      <td>9.789818e+09</td>\n",
       "      <td>0.4563</td>\n",
       "      <td>9.793946e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce</td>\n",
       "      <td>2024-07-10 11:39:54.646915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>13</td>\n",
       "      <td>6636</td>\n",
       "      <td>Polkadot</td>\n",
       "      <td>DOT</td>\n",
       "      <td>polkadot-new</td>\n",
       "      <td>792</td>\n",
       "      <td>2020-08-19T00:00:00.000Z</td>\n",
       "      <td>['substrate', 'polkadot', 'binance-chain', 'po...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14</td>\n",
       "      <td>1.466895e+09</td>\n",
       "      <td>8.946774e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>6.099123</td>\n",
       "      <td>1.602368e+08</td>\n",
       "      <td>-32.3585</td>\n",
       "      <td>-0.967429</td>\n",
       "      <td>-0.595480</td>\n",
       "      <td>-0.086197</td>\n",
       "      <td>-6.023717</td>\n",
       "      <td>-8.718478</td>\n",
       "      <td>-26.684928</td>\n",
       "      <td>8.770255e+09</td>\n",
       "      <td>0.4087</td>\n",
       "      <td>8.770255e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:39:54.646915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>14</td>\n",
       "      <td>1975</td>\n",
       "      <td>Chainlink</td>\n",
       "      <td>LINK</td>\n",
       "      <td>chainlink</td>\n",
       "      <td>1813</td>\n",
       "      <td>2017-09-20T00:00:00.000Z</td>\n",
       "      <td>['platform', 'defi', 'oracles', 'smart-contrac...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.081000e+08</td>\n",
       "      <td>1.000000e+09</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>12.893990</td>\n",
       "      <td>3.372992e+08</td>\n",
       "      <td>-17.9216</td>\n",
       "      <td>-0.270868</td>\n",
       "      <td>-2.227106</td>\n",
       "      <td>-9.647545</td>\n",
       "      <td>-19.201017</td>\n",
       "      <td>-4.597267</td>\n",
       "      <td>-25.414148</td>\n",
       "      <td>7.840835e+09</td>\n",
       "      <td>0.3654</td>\n",
       "      <td>1.289399e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:38:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x514910771af9ca656af840dff83e8264ecf986ca</td>\n",
       "      <td>2024-07-10 11:39:54.646915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>BTC</td>\n",
       "      <td>bitcoin</td>\n",
       "      <td>11595</td>\n",
       "      <td>2010-07-13T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'sha-256', 'store-of-value...</td>\n",
       "      <td>2.100000e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>58521.541540</td>\n",
       "      <td>2.736465e+10</td>\n",
       "      <td>-13.0420</td>\n",
       "      <td>-0.216975</td>\n",
       "      <td>1.809644</td>\n",
       "      <td>-2.693125</td>\n",
       "      <td>-15.685229</td>\n",
       "      <td>-3.637595</td>\n",
       "      <td>-16.734215</td>\n",
       "      <td>1.154034e+12</td>\n",
       "      <td>53.7850</td>\n",
       "      <td>1.228952e+12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:40:54.948479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>1</td>\n",
       "      <td>1027</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>9126</td>\n",
       "      <td>2015-08-07T00:00:00.000Z</td>\n",
       "      <td>['pos', 'smart-contracts', 'ethereum-ecosystem...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>3097.289064</td>\n",
       "      <td>1.411128e+10</td>\n",
       "      <td>-24.9656</td>\n",
       "      <td>-0.290749</td>\n",
       "      <td>0.286231</td>\n",
       "      <td>-5.987468</td>\n",
       "      <td>-15.708290</td>\n",
       "      <td>6.502634</td>\n",
       "      <td>-12.708657</td>\n",
       "      <td>3.723168e+11</td>\n",
       "      <td>17.3511</td>\n",
       "      <td>3.723168e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:40:54.948479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>2</td>\n",
       "      <td>825</td>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>USDT</td>\n",
       "      <td>tether</td>\n",
       "      <td>91252</td>\n",
       "      <td>2015-02-25T00:00:00.000Z</td>\n",
       "      <td>['stablecoin', 'asset-backed-stablecoin', 'ava...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.122598e+11</td>\n",
       "      <td>1.160769e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>0.999918</td>\n",
       "      <td>4.924110e+10</td>\n",
       "      <td>-19.2069</td>\n",
       "      <td>-0.006880</td>\n",
       "      <td>-0.003288</td>\n",
       "      <td>0.129349</td>\n",
       "      <td>0.025839</td>\n",
       "      <td>0.035968</td>\n",
       "      <td>-0.000382</td>\n",
       "      <td>1.122506e+11</td>\n",
       "      <td>5.2316</td>\n",
       "      <td>1.160673e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xdac17f958d2ee523a2206206994597c13d831ec7</td>\n",
       "      <td>2024-07-10 11:40:54.948479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>3</td>\n",
       "      <td>1839</td>\n",
       "      <td>BNB</td>\n",
       "      <td>BNB</td>\n",
       "      <td>bnb</td>\n",
       "      <td>2190</td>\n",
       "      <td>2017-07-25T00:00:00.000Z</td>\n",
       "      <td>['marketplace', 'centralized-exchange', 'payme...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>527.354295</td>\n",
       "      <td>1.609865e+09</td>\n",
       "      <td>-11.9300</td>\n",
       "      <td>0.122310</td>\n",
       "      <td>2.177402</td>\n",
       "      <td>-5.569520</td>\n",
       "      <td>-17.830091</td>\n",
       "      <td>-10.565007</td>\n",
       "      <td>-11.605045</td>\n",
       "      <td>7.782829e+10</td>\n",
       "      <td>3.6273</td>\n",
       "      <td>7.782829e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:40:54.948479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>4</td>\n",
       "      <td>5426</td>\n",
       "      <td>Solana</td>\n",
       "      <td>SOL</td>\n",
       "      <td>solana</td>\n",
       "      <td>699</td>\n",
       "      <td>2020-04-10T00:00:00.000Z</td>\n",
       "      <td>['pos', 'platform', 'solana-ecosystem', 'cms-h...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.636749e+08</td>\n",
       "      <td>5.798357e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>142.605030</td>\n",
       "      <td>2.072580e+09</td>\n",
       "      <td>-34.5555</td>\n",
       "      <td>-0.807731</td>\n",
       "      <td>0.938205</td>\n",
       "      <td>-0.310636</td>\n",
       "      <td>-10.498898</td>\n",
       "      <td>-1.249767</td>\n",
       "      <td>-17.100599</td>\n",
       "      <td>6.612237e+10</td>\n",
       "      <td>3.0817</td>\n",
       "      <td>8.268749e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:40:54.948479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>5</td>\n",
       "      <td>3408</td>\n",
       "      <td>USDC</td>\n",
       "      <td>USDC</td>\n",
       "      <td>usd-coin</td>\n",
       "      <td>20894</td>\n",
       "      <td>2018-10-08T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'stablecoin', 'asset-ba...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.401909e+10</td>\n",
       "      <td>3.401909e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>0.999960</td>\n",
       "      <td>5.326460e+09</td>\n",
       "      <td>-19.7081</td>\n",
       "      <td>0.001809</td>\n",
       "      <td>0.005956</td>\n",
       "      <td>0.012260</td>\n",
       "      <td>0.001772</td>\n",
       "      <td>0.003120</td>\n",
       "      <td>-0.001398</td>\n",
       "      <td>3.401773e+10</td>\n",
       "      <td>1.5853</td>\n",
       "      <td>3.401773e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48</td>\n",
       "      <td>2024-07-10 11:40:54.948479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>6</td>\n",
       "      <td>52</td>\n",
       "      <td>XRP</td>\n",
       "      <td>XRP</td>\n",
       "      <td>xrp</td>\n",
       "      <td>1351</td>\n",
       "      <td>2013-08-04T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'enterprise-solutions',...</td>\n",
       "      <td>1.000000e+11</td>\n",
       "      <td>5.572306e+10</td>\n",
       "      <td>9.998747e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>0.441558</td>\n",
       "      <td>9.492430e+08</td>\n",
       "      <td>-24.7799</td>\n",
       "      <td>-0.116421</td>\n",
       "      <td>1.527926</td>\n",
       "      <td>-8.355405</td>\n",
       "      <td>-11.218183</td>\n",
       "      <td>-12.207481</td>\n",
       "      <td>-27.752587</td>\n",
       "      <td>2.460494e+10</td>\n",
       "      <td>1.1467</td>\n",
       "      <td>4.415576e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:40:54.948479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>7</td>\n",
       "      <td>11419</td>\n",
       "      <td>Toncoin</td>\n",
       "      <td>TON</td>\n",
       "      <td>toncoin</td>\n",
       "      <td>454</td>\n",
       "      <td>2021-08-26T13:40:22.000Z</td>\n",
       "      <td>['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.506210e+09</td>\n",
       "      <td>5.108798e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8</td>\n",
       "      <td>3.414167e+09</td>\n",
       "      <td>2.501873e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>7.327917</td>\n",
       "      <td>2.369184e+08</td>\n",
       "      <td>-20.8677</td>\n",
       "      <td>-0.103313</td>\n",
       "      <td>0.831043</td>\n",
       "      <td>-6.179511</td>\n",
       "      <td>3.505030</td>\n",
       "      <td>9.807541</td>\n",
       "      <td>-1.345269</td>\n",
       "      <td>1.836530e+10</td>\n",
       "      <td>0.8559</td>\n",
       "      <td>3.743685e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:40:54.948479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>8</td>\n",
       "      <td>74</td>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>DOGE</td>\n",
       "      <td>dogecoin</td>\n",
       "      <td>1021</td>\n",
       "      <td>2013-12-15T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'scrypt', 'medium-of-excha...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.450574e+11</td>\n",
       "      <td>1.450574e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>0.109304</td>\n",
       "      <td>5.544374e+08</td>\n",
       "      <td>-25.2509</td>\n",
       "      <td>0.272495</td>\n",
       "      <td>0.744008</td>\n",
       "      <td>-8.079266</td>\n",
       "      <td>-24.601418</td>\n",
       "      <td>-23.839574</td>\n",
       "      <td>-44.113222</td>\n",
       "      <td>1.585530e+10</td>\n",
       "      <td>0.7390</td>\n",
       "      <td>1.585530e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:40:54.948479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>9</td>\n",
       "      <td>2010</td>\n",
       "      <td>Cardano</td>\n",
       "      <td>ADA</td>\n",
       "      <td>cardano</td>\n",
       "      <td>1210</td>\n",
       "      <td>2017-10-01T00:00:00.000Z</td>\n",
       "      <td>['dpos', 'pos', 'platform', 'research', 'smart...</td>\n",
       "      <td>4.500000e+10</td>\n",
       "      <td>3.587210e+10</td>\n",
       "      <td>3.703500e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>0.382992</td>\n",
       "      <td>2.609212e+08</td>\n",
       "      <td>-29.3555</td>\n",
       "      <td>-0.541046</td>\n",
       "      <td>2.586721</td>\n",
       "      <td>-5.409606</td>\n",
       "      <td>-14.272583</td>\n",
       "      <td>-13.632912</td>\n",
       "      <td>-34.570406</td>\n",
       "      <td>1.373873e+10</td>\n",
       "      <td>0.6403</td>\n",
       "      <td>1.723464e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:40:54.948479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>10</td>\n",
       "      <td>1958</td>\n",
       "      <td>TRON</td>\n",
       "      <td>TRX</td>\n",
       "      <td>tron</td>\n",
       "      <td>999</td>\n",
       "      <td>2017-09-13T00:00:00.000Z</td>\n",
       "      <td>['media', 'payments', 'tron-ecosystem', 'layer...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.714536e+10</td>\n",
       "      <td>8.714539e+10</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11</td>\n",
       "      <td>7.165966e+10</td>\n",
       "      <td>9.314381e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>0.129981</td>\n",
       "      <td>2.764504e+08</td>\n",
       "      <td>-20.8907</td>\n",
       "      <td>-0.060498</td>\n",
       "      <td>0.846331</td>\n",
       "      <td>0.909525</td>\n",
       "      <td>11.846255</td>\n",
       "      <td>2.338673</td>\n",
       "      <td>8.586185</td>\n",
       "      <td>1.132722e+10</td>\n",
       "      <td>0.5284</td>\n",
       "      <td>1.132723e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:40:54.948479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>11</td>\n",
       "      <td>5805</td>\n",
       "      <td>Avalanche</td>\n",
       "      <td>AVAX</td>\n",
       "      <td>avalanche</td>\n",
       "      <td>750</td>\n",
       "      <td>2020-07-13T00:00:00.000Z</td>\n",
       "      <td>['defi', 'smart-contracts', 'three-arrows-capi...</td>\n",
       "      <td>7.157487e+08</td>\n",
       "      <td>3.943929e+08</td>\n",
       "      <td>4.437393e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>26.853183</td>\n",
       "      <td>2.940238e+08</td>\n",
       "      <td>-29.0266</td>\n",
       "      <td>-0.245908</td>\n",
       "      <td>4.911389</td>\n",
       "      <td>-1.165527</td>\n",
       "      <td>-17.651680</td>\n",
       "      <td>-19.518593</td>\n",
       "      <td>-42.075517</td>\n",
       "      <td>1.059071e+10</td>\n",
       "      <td>0.4936</td>\n",
       "      <td>1.922013e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:40:54.948479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>12</td>\n",
       "      <td>5994</td>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>SHIB</td>\n",
       "      <td>shiba-inu</td>\n",
       "      <td>844</td>\n",
       "      <td>2020-08-01T00:00:00.000Z</td>\n",
       "      <td>['memes', 'ethereum-ecosystem', 'doggone-dogge...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.892708e+14</td>\n",
       "      <td>5.895193e+14</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>2.657427e+08</td>\n",
       "      <td>-29.9332</td>\n",
       "      <td>-0.538460</td>\n",
       "      <td>1.651719</td>\n",
       "      <td>0.611365</td>\n",
       "      <td>-28.272245</td>\n",
       "      <td>-26.172100</td>\n",
       "      <td>-39.883412</td>\n",
       "      <td>9.786595e+09</td>\n",
       "      <td>0.4561</td>\n",
       "      <td>9.790721e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce</td>\n",
       "      <td>2024-07-10 11:40:54.948479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>13</td>\n",
       "      <td>6636</td>\n",
       "      <td>Polkadot</td>\n",
       "      <td>DOT</td>\n",
       "      <td>polkadot-new</td>\n",
       "      <td>792</td>\n",
       "      <td>2020-08-19T00:00:00.000Z</td>\n",
       "      <td>['substrate', 'polkadot', 'binance-chain', 'po...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14</td>\n",
       "      <td>1.466895e+09</td>\n",
       "      <td>8.948975e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>6.100623</td>\n",
       "      <td>1.603508e+08</td>\n",
       "      <td>-32.2985</td>\n",
       "      <td>-0.868917</td>\n",
       "      <td>-0.508504</td>\n",
       "      <td>-0.030078</td>\n",
       "      <td>-6.063345</td>\n",
       "      <td>-8.729444</td>\n",
       "      <td>-26.593751</td>\n",
       "      <td>8.772412e+09</td>\n",
       "      <td>0.4088</td>\n",
       "      <td>8.772412e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:40:54.948479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>14</td>\n",
       "      <td>1975</td>\n",
       "      <td>Chainlink</td>\n",
       "      <td>LINK</td>\n",
       "      <td>chainlink</td>\n",
       "      <td>1813</td>\n",
       "      <td>2017-09-20T00:00:00.000Z</td>\n",
       "      <td>['platform', 'defi', 'oracles', 'smart-contrac...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.081000e+08</td>\n",
       "      <td>1.000000e+09</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>12.891575</td>\n",
       "      <td>3.373952e+08</td>\n",
       "      <td>-17.8959</td>\n",
       "      <td>-0.295959</td>\n",
       "      <td>-2.247078</td>\n",
       "      <td>-9.665387</td>\n",
       "      <td>-19.221048</td>\n",
       "      <td>-4.616811</td>\n",
       "      <td>-25.424284</td>\n",
       "      <td>7.839367e+09</td>\n",
       "      <td>0.3654</td>\n",
       "      <td>1.289158e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:39:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x514910771af9ca656af840dff83e8264ecf986ca</td>\n",
       "      <td>2024-07-10 11:40:54.948479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>BTC</td>\n",
       "      <td>bitcoin</td>\n",
       "      <td>11595</td>\n",
       "      <td>2010-07-13T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'sha-256', 'store-of-value...</td>\n",
       "      <td>2.100000e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:41:00.000Z</td>\n",
       "      <td>58527.214258</td>\n",
       "      <td>2.738195e+10</td>\n",
       "      <td>-12.9346</td>\n",
       "      <td>-0.256687</td>\n",
       "      <td>1.827393</td>\n",
       "      <td>-2.702213</td>\n",
       "      <td>-15.701662</td>\n",
       "      <td>-3.593748</td>\n",
       "      <td>-16.606855</td>\n",
       "      <td>1.154145e+12</td>\n",
       "      <td>53.7781</td>\n",
       "      <td>1.229071e+12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:41:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:41:55.420033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>1</td>\n",
       "      <td>1027</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>9126</td>\n",
       "      <td>2015-08-07T00:00:00.000Z</td>\n",
       "      <td>['pos', 'smart-contracts', 'ethereum-ecosystem...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>3100.399679</td>\n",
       "      <td>1.411186e+10</td>\n",
       "      <td>-24.9535</td>\n",
       "      <td>-0.147913</td>\n",
       "      <td>0.373630</td>\n",
       "      <td>-5.922541</td>\n",
       "      <td>-15.627853</td>\n",
       "      <td>6.672896</td>\n",
       "      <td>-12.526740</td>\n",
       "      <td>3.726907e+11</td>\n",
       "      <td>17.3672</td>\n",
       "      <td>3.726907e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:41:55.420033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>2</td>\n",
       "      <td>825</td>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>USDT</td>\n",
       "      <td>tether</td>\n",
       "      <td>91252</td>\n",
       "      <td>2015-02-25T00:00:00.000Z</td>\n",
       "      <td>['stablecoin', 'asset-backed-stablecoin', 'ava...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.122598e+11</td>\n",
       "      <td>1.160769e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>0.999999</td>\n",
       "      <td>4.926170e+10</td>\n",
       "      <td>-19.1660</td>\n",
       "      <td>0.008417</td>\n",
       "      <td>0.009566</td>\n",
       "      <td>0.143233</td>\n",
       "      <td>0.033930</td>\n",
       "      <td>0.045893</td>\n",
       "      <td>-0.009139</td>\n",
       "      <td>1.122597e+11</td>\n",
       "      <td>5.2320</td>\n",
       "      <td>1.160767e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xdac17f958d2ee523a2206206994597c13d831ec7</td>\n",
       "      <td>2024-07-10 11:41:55.420033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>3</td>\n",
       "      <td>1839</td>\n",
       "      <td>BNB</td>\n",
       "      <td>BNB</td>\n",
       "      <td>bnb</td>\n",
       "      <td>2190</td>\n",
       "      <td>2017-07-25T00:00:00.000Z</td>\n",
       "      <td>['marketplace', 'centralized-exchange', 'payme...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>527.816374</td>\n",
       "      <td>1.610396e+09</td>\n",
       "      <td>-11.9009</td>\n",
       "      <td>0.203614</td>\n",
       "      <td>2.245121</td>\n",
       "      <td>-5.545798</td>\n",
       "      <td>-17.845024</td>\n",
       "      <td>-10.510344</td>\n",
       "      <td>-11.500117</td>\n",
       "      <td>7.789648e+10</td>\n",
       "      <td>3.6304</td>\n",
       "      <td>7.789648e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:41:55.420033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>4</td>\n",
       "      <td>5426</td>\n",
       "      <td>Solana</td>\n",
       "      <td>SOL</td>\n",
       "      <td>solana</td>\n",
       "      <td>699</td>\n",
       "      <td>2020-04-10T00:00:00.000Z</td>\n",
       "      <td>['pos', 'platform', 'solana-ecosystem', 'cms-h...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.636749e+08</td>\n",
       "      <td>5.798357e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>142.752896</td>\n",
       "      <td>2.070551e+09</td>\n",
       "      <td>-34.6429</td>\n",
       "      <td>-0.735715</td>\n",
       "      <td>0.927126</td>\n",
       "      <td>-0.452262</td>\n",
       "      <td>-10.486953</td>\n",
       "      <td>-1.220816</td>\n",
       "      <td>-16.936705</td>\n",
       "      <td>6.619094e+10</td>\n",
       "      <td>3.0849</td>\n",
       "      <td>8.277323e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:41:55.420033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>5</td>\n",
       "      <td>3408</td>\n",
       "      <td>USDC</td>\n",
       "      <td>USDC</td>\n",
       "      <td>usd-coin</td>\n",
       "      <td>20894</td>\n",
       "      <td>2018-10-08T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'stablecoin', 'asset-ba...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.401909e+10</td>\n",
       "      <td>3.401909e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>1.000012</td>\n",
       "      <td>5.326936e+09</td>\n",
       "      <td>-19.6797</td>\n",
       "      <td>0.010431</td>\n",
       "      <td>0.009527</td>\n",
       "      <td>0.017552</td>\n",
       "      <td>0.004709</td>\n",
       "      <td>0.005665</td>\n",
       "      <td>-0.022547</td>\n",
       "      <td>3.401950e+10</td>\n",
       "      <td>1.5853</td>\n",
       "      <td>3.401950e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48</td>\n",
       "      <td>2024-07-10 11:41:55.420033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>6</td>\n",
       "      <td>52</td>\n",
       "      <td>XRP</td>\n",
       "      <td>XRP</td>\n",
       "      <td>xrp</td>\n",
       "      <td>1351</td>\n",
       "      <td>2013-08-04T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'enterprise-solutions',...</td>\n",
       "      <td>1.000000e+11</td>\n",
       "      <td>5.572306e+10</td>\n",
       "      <td>9.998747e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:41:00.000Z</td>\n",
       "      <td>0.441652</td>\n",
       "      <td>9.496037e+08</td>\n",
       "      <td>-24.6635</td>\n",
       "      <td>-0.097829</td>\n",
       "      <td>1.548245</td>\n",
       "      <td>-8.336310</td>\n",
       "      <td>-11.206885</td>\n",
       "      <td>-12.180622</td>\n",
       "      <td>-27.725917</td>\n",
       "      <td>2.461019e+10</td>\n",
       "      <td>1.1470</td>\n",
       "      <td>4.416517e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:41:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:41:55.420033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>7</td>\n",
       "      <td>11419</td>\n",
       "      <td>Toncoin</td>\n",
       "      <td>TON</td>\n",
       "      <td>toncoin</td>\n",
       "      <td>454</td>\n",
       "      <td>2021-08-26T13:40:22.000Z</td>\n",
       "      <td>['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.506210e+09</td>\n",
       "      <td>5.108798e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8</td>\n",
       "      <td>3.414167e+09</td>\n",
       "      <td>2.502685e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>7.330296</td>\n",
       "      <td>2.368587e+08</td>\n",
       "      <td>-20.9058</td>\n",
       "      <td>-0.080246</td>\n",
       "      <td>0.887634</td>\n",
       "      <td>-6.233161</td>\n",
       "      <td>3.454989</td>\n",
       "      <td>9.752099</td>\n",
       "      <td>-1.262374</td>\n",
       "      <td>1.837126e+10</td>\n",
       "      <td>0.8562</td>\n",
       "      <td>3.744900e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:41:55.420033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>8</td>\n",
       "      <td>74</td>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>DOGE</td>\n",
       "      <td>dogecoin</td>\n",
       "      <td>1021</td>\n",
       "      <td>2013-12-15T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'scrypt', 'medium-of-excha...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.450574e+11</td>\n",
       "      <td>1.450574e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:41:00.000Z</td>\n",
       "      <td>0.109330</td>\n",
       "      <td>5.549517e+08</td>\n",
       "      <td>-25.1654</td>\n",
       "      <td>0.287560</td>\n",
       "      <td>0.757204</td>\n",
       "      <td>-8.049368</td>\n",
       "      <td>-24.592379</td>\n",
       "      <td>-23.813427</td>\n",
       "      <td>-44.082127</td>\n",
       "      <td>1.585910e+10</td>\n",
       "      <td>0.7391</td>\n",
       "      <td>1.585910e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:41:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:41:55.420033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>9</td>\n",
       "      <td>2010</td>\n",
       "      <td>Cardano</td>\n",
       "      <td>ADA</td>\n",
       "      <td>cardano</td>\n",
       "      <td>1210</td>\n",
       "      <td>2017-10-01T00:00:00.000Z</td>\n",
       "      <td>['dpos', 'pos', 'platform', 'research', 'smart...</td>\n",
       "      <td>4.500000e+10</td>\n",
       "      <td>3.587210e+10</td>\n",
       "      <td>3.703500e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>0.383224</td>\n",
       "      <td>2.612376e+08</td>\n",
       "      <td>-29.2699</td>\n",
       "      <td>-0.515726</td>\n",
       "      <td>2.668622</td>\n",
       "      <td>-5.473502</td>\n",
       "      <td>-14.213108</td>\n",
       "      <td>-13.615815</td>\n",
       "      <td>-34.507960</td>\n",
       "      <td>1.374704e+10</td>\n",
       "      <td>0.6407</td>\n",
       "      <td>1.724507e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:41:55.420033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>10</td>\n",
       "      <td>1958</td>\n",
       "      <td>TRON</td>\n",
       "      <td>TRX</td>\n",
       "      <td>tron</td>\n",
       "      <td>999</td>\n",
       "      <td>2017-09-13T00:00:00.000Z</td>\n",
       "      <td>['media', 'payments', 'tron-ecosystem', 'layer...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.714536e+10</td>\n",
       "      <td>8.714539e+10</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11</td>\n",
       "      <td>7.165966e+10</td>\n",
       "      <td>9.315537e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>0.129997</td>\n",
       "      <td>2.764855e+08</td>\n",
       "      <td>-20.8803</td>\n",
       "      <td>-0.077382</td>\n",
       "      <td>0.847585</td>\n",
       "      <td>0.884615</td>\n",
       "      <td>11.869646</td>\n",
       "      <td>2.345737</td>\n",
       "      <td>8.607343</td>\n",
       "      <td>1.132863e+10</td>\n",
       "      <td>0.5284</td>\n",
       "      <td>1.132863e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:41:55.420033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>11</td>\n",
       "      <td>5805</td>\n",
       "      <td>Avalanche</td>\n",
       "      <td>AVAX</td>\n",
       "      <td>avalanche</td>\n",
       "      <td>750</td>\n",
       "      <td>2020-07-13T00:00:00.000Z</td>\n",
       "      <td>['defi', 'smart-contracts', 'three-arrows-capi...</td>\n",
       "      <td>7.157487e+08</td>\n",
       "      <td>3.943929e+08</td>\n",
       "      <td>4.437393e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>26.859866</td>\n",
       "      <td>2.939939e+08</td>\n",
       "      <td>-29.0337</td>\n",
       "      <td>-0.283844</td>\n",
       "      <td>4.818062</td>\n",
       "      <td>-1.236845</td>\n",
       "      <td>-17.710574</td>\n",
       "      <td>-19.551457</td>\n",
       "      <td>-42.036416</td>\n",
       "      <td>1.059334e+10</td>\n",
       "      <td>0.4937</td>\n",
       "      <td>1.922491e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:41:55.420033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>12</td>\n",
       "      <td>5994</td>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>SHIB</td>\n",
       "      <td>shiba-inu</td>\n",
       "      <td>844</td>\n",
       "      <td>2020-08-01T00:00:00.000Z</td>\n",
       "      <td>['memes', 'ethereum-ecosystem', 'doggone-dogge...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.892708e+14</td>\n",
       "      <td>5.895193e+14</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>2.657683e+08</td>\n",
       "      <td>-29.9265</td>\n",
       "      <td>-0.372139</td>\n",
       "      <td>1.847367</td>\n",
       "      <td>0.546703</td>\n",
       "      <td>-28.239874</td>\n",
       "      <td>-26.057619</td>\n",
       "      <td>-39.714646</td>\n",
       "      <td>9.806180e+09</td>\n",
       "      <td>0.4570</td>\n",
       "      <td>9.810315e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce</td>\n",
       "      <td>2024-07-10 11:41:55.420033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>13</td>\n",
       "      <td>6636</td>\n",
       "      <td>Polkadot</td>\n",
       "      <td>DOT</td>\n",
       "      <td>polkadot-new</td>\n",
       "      <td>792</td>\n",
       "      <td>2020-08-19T00:00:00.000Z</td>\n",
       "      <td>['substrate', 'polkadot', 'binance-chain', 'po...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14</td>\n",
       "      <td>1.466895e+09</td>\n",
       "      <td>8.948434e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:41:00.000Z</td>\n",
       "      <td>6.100254</td>\n",
       "      <td>1.606483e+08</td>\n",
       "      <td>-32.1487</td>\n",
       "      <td>-0.874727</td>\n",
       "      <td>-0.517181</td>\n",
       "      <td>-0.016916</td>\n",
       "      <td>-6.073401</td>\n",
       "      <td>-8.723389</td>\n",
       "      <td>-26.570908</td>\n",
       "      <td>8.771882e+09</td>\n",
       "      <td>0.4087</td>\n",
       "      <td>8.771882e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:41:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 11:41:55.420033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>14</td>\n",
       "      <td>1975</td>\n",
       "      <td>Chainlink</td>\n",
       "      <td>LINK</td>\n",
       "      <td>chainlink</td>\n",
       "      <td>1813</td>\n",
       "      <td>2017-09-20T00:00:00.000Z</td>\n",
       "      <td>['platform', 'defi', 'oracles', 'smart-contrac...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.081000e+08</td>\n",
       "      <td>1.000000e+09</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>12.904616</td>\n",
       "      <td>3.373999e+08</td>\n",
       "      <td>-17.8947</td>\n",
       "      <td>-0.234915</td>\n",
       "      <td>-2.195101</td>\n",
       "      <td>-9.717192</td>\n",
       "      <td>-19.195308</td>\n",
       "      <td>-4.557622</td>\n",
       "      <td>-25.342175</td>\n",
       "      <td>7.847297e+09</td>\n",
       "      <td>0.3657</td>\n",
       "      <td>1.290462e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T11:40:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x514910771af9ca656af840dff83e8264ecf986ca</td>\n",
       "      <td>2024-07-10 11:41:55.420033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>BTC</td>\n",
       "      <td>bitcoin</td>\n",
       "      <td>11595</td>\n",
       "      <td>2010-07-13T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'sha-256', 'store-of-value...</td>\n",
       "      <td>2.100000e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>57615.240373</td>\n",
       "      <td>2.854856e+10</td>\n",
       "      <td>-6.9991</td>\n",
       "      <td>-0.632346</td>\n",
       "      <td>0.967648</td>\n",
       "      <td>-4.740099</td>\n",
       "      <td>-16.905067</td>\n",
       "      <td>-5.393596</td>\n",
       "      <td>-17.596468</td>\n",
       "      <td>1.136162e+12</td>\n",
       "      <td>53.3960</td>\n",
       "      <td>1.209920e+12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:55:07.389108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>1</td>\n",
       "      <td>1027</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>9126</td>\n",
       "      <td>2015-08-07T00:00:00.000Z</td>\n",
       "      <td>['pos', 'smart-contracts', 'ethereum-ecosystem...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>3093.342325</td>\n",
       "      <td>1.456720e+10</td>\n",
       "      <td>-19.6354</td>\n",
       "      <td>-0.068157</td>\n",
       "      <td>1.271477</td>\n",
       "      <td>-6.487628</td>\n",
       "      <td>-15.665247</td>\n",
       "      <td>6.286315</td>\n",
       "      <td>-11.929742</td>\n",
       "      <td>3.718423e+11</td>\n",
       "      <td>17.4754</td>\n",
       "      <td>3.718423e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:55:07.389108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>2</td>\n",
       "      <td>825</td>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>USDT</td>\n",
       "      <td>tether</td>\n",
       "      <td>91259</td>\n",
       "      <td>2015-02-25T00:00:00.000Z</td>\n",
       "      <td>['stablecoin', 'asset-backed-stablecoin', 'ava...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.122598e+11</td>\n",
       "      <td>1.160769e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>0.999968</td>\n",
       "      <td>5.105907e+10</td>\n",
       "      <td>-13.8732</td>\n",
       "      <td>-0.013008</td>\n",
       "      <td>0.009557</td>\n",
       "      <td>0.141168</td>\n",
       "      <td>0.027734</td>\n",
       "      <td>0.037380</td>\n",
       "      <td>-0.013687</td>\n",
       "      <td>1.122562e+11</td>\n",
       "      <td>5.2757</td>\n",
       "      <td>1.160732e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xdac17f958d2ee523a2206206994597c13d831ec7</td>\n",
       "      <td>2024-07-10 13:55:07.389108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>3</td>\n",
       "      <td>1839</td>\n",
       "      <td>BNB</td>\n",
       "      <td>BNB</td>\n",
       "      <td>bnb</td>\n",
       "      <td>2190</td>\n",
       "      <td>2017-07-25T00:00:00.000Z</td>\n",
       "      <td>['marketplace', 'centralized-exchange', 'payme...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>524.886004</td>\n",
       "      <td>1.647442e+09</td>\n",
       "      <td>-7.8652</td>\n",
       "      <td>-0.209844</td>\n",
       "      <td>1.987602</td>\n",
       "      <td>-5.998969</td>\n",
       "      <td>-18.551707</td>\n",
       "      <td>-11.132641</td>\n",
       "      <td>-12.825293</td>\n",
       "      <td>7.746401e+10</td>\n",
       "      <td>3.6406</td>\n",
       "      <td>7.746401e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:55:07.389108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>4</td>\n",
       "      <td>5426</td>\n",
       "      <td>Solana</td>\n",
       "      <td>SOL</td>\n",
       "      <td>solana</td>\n",
       "      <td>699</td>\n",
       "      <td>2020-04-10T00:00:00.000Z</td>\n",
       "      <td>['pos', 'platform', 'solana-ecosystem', 'cms-h...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.636746e+08</td>\n",
       "      <td>5.798354e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>141.351592</td>\n",
       "      <td>2.243516e+09</td>\n",
       "      <td>-25.7799</td>\n",
       "      <td>-0.098674</td>\n",
       "      <td>0.960941</td>\n",
       "      <td>-1.336030</td>\n",
       "      <td>-10.782367</td>\n",
       "      <td>-2.425091</td>\n",
       "      <td>-17.832486</td>\n",
       "      <td>6.554114e+10</td>\n",
       "      <td>3.0802</td>\n",
       "      <td>8.196065e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:55:07.389108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>5</td>\n",
       "      <td>3408</td>\n",
       "      <td>USDC</td>\n",
       "      <td>USDC</td>\n",
       "      <td>usd-coin</td>\n",
       "      <td>20894</td>\n",
       "      <td>2018-10-08T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'stablecoin', 'asset-ba...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.405001e+10</td>\n",
       "      <td>3.405001e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>0.999939</td>\n",
       "      <td>5.662411e+09</td>\n",
       "      <td>-9.9678</td>\n",
       "      <td>-0.017613</td>\n",
       "      <td>0.006034</td>\n",
       "      <td>-0.002226</td>\n",
       "      <td>-0.006255</td>\n",
       "      <td>-0.005745</td>\n",
       "      <td>-0.032082</td>\n",
       "      <td>3.404792e+10</td>\n",
       "      <td>1.6001</td>\n",
       "      <td>3.404792e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48</td>\n",
       "      <td>2024-07-10 13:55:07.389108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>6</td>\n",
       "      <td>52</td>\n",
       "      <td>XRP</td>\n",
       "      <td>XRP</td>\n",
       "      <td>xrp</td>\n",
       "      <td>1351</td>\n",
       "      <td>2013-08-04T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'enterprise-solutions',...</td>\n",
       "      <td>1.000000e+11</td>\n",
       "      <td>5.572306e+10</td>\n",
       "      <td>9.998747e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>0.435459</td>\n",
       "      <td>9.861735e+08</td>\n",
       "      <td>-17.9638</td>\n",
       "      <td>-0.613868</td>\n",
       "      <td>0.925106</td>\n",
       "      <td>-8.583700</td>\n",
       "      <td>-12.484488</td>\n",
       "      <td>-13.839680</td>\n",
       "      <td>-28.429452</td>\n",
       "      <td>2.426509e+10</td>\n",
       "      <td>1.1404</td>\n",
       "      <td>4.354586e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:55:07.389108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>7</td>\n",
       "      <td>11419</td>\n",
       "      <td>Toncoin</td>\n",
       "      <td>TON</td>\n",
       "      <td>toncoin</td>\n",
       "      <td>454</td>\n",
       "      <td>2021-08-26T13:40:22.000Z</td>\n",
       "      <td>['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.506212e+09</td>\n",
       "      <td>5.108801e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8</td>\n",
       "      <td>3.414167e+09</td>\n",
       "      <td>2.485014e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>7.278537</td>\n",
       "      <td>2.468178e+08</td>\n",
       "      <td>-13.8908</td>\n",
       "      <td>-0.223166</td>\n",
       "      <td>0.378644</td>\n",
       "      <td>-7.115525</td>\n",
       "      <td>2.963532</td>\n",
       "      <td>8.554632</td>\n",
       "      <td>0.160452</td>\n",
       "      <td>1.824156e+10</td>\n",
       "      <td>0.8573</td>\n",
       "      <td>3.718459e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:55:07.389108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>8</td>\n",
       "      <td>74</td>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>DOGE</td>\n",
       "      <td>dogecoin</td>\n",
       "      <td>1021</td>\n",
       "      <td>2013-12-15T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'scrypt', 'medium-of-excha...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.450585e+11</td>\n",
       "      <td>1.450585e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>0.108361</td>\n",
       "      <td>5.776934e+08</td>\n",
       "      <td>-18.1649</td>\n",
       "      <td>-0.355565</td>\n",
       "      <td>0.833367</td>\n",
       "      <td>-9.216875</td>\n",
       "      <td>-24.839754</td>\n",
       "      <td>-24.639702</td>\n",
       "      <td>-43.346031</td>\n",
       "      <td>1.571873e+10</td>\n",
       "      <td>0.7387</td>\n",
       "      <td>1.571873e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:55:07.389108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>9</td>\n",
       "      <td>2010</td>\n",
       "      <td>Cardano</td>\n",
       "      <td>ADA</td>\n",
       "      <td>cardano</td>\n",
       "      <td>1210</td>\n",
       "      <td>2017-10-01T00:00:00.000Z</td>\n",
       "      <td>['dpos', 'pos', 'platform', 'research', 'smart...</td>\n",
       "      <td>4.500000e+10</td>\n",
       "      <td>3.587209e+10</td>\n",
       "      <td>3.703500e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>0.381931</td>\n",
       "      <td>2.726892e+08</td>\n",
       "      <td>-21.4930</td>\n",
       "      <td>-0.385822</td>\n",
       "      <td>3.270928</td>\n",
       "      <td>-6.915408</td>\n",
       "      <td>-13.283171</td>\n",
       "      <td>-14.039560</td>\n",
       "      <td>-34.311328</td>\n",
       "      <td>1.370068e+10</td>\n",
       "      <td>0.6439</td>\n",
       "      <td>1.718691e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:55:07.389108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>10</td>\n",
       "      <td>1958</td>\n",
       "      <td>TRON</td>\n",
       "      <td>TRX</td>\n",
       "      <td>tron</td>\n",
       "      <td>999</td>\n",
       "      <td>2017-09-13T00:00:00.000Z</td>\n",
       "      <td>['media', 'payments', 'tron-ecosystem', 'layer...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.714443e+10</td>\n",
       "      <td>8.714452e+10</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11</td>\n",
       "      <td>7.165966e+10</td>\n",
       "      <td>9.348188e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>0.130453</td>\n",
       "      <td>2.871027e+08</td>\n",
       "      <td>-14.1629</td>\n",
       "      <td>0.183948</td>\n",
       "      <td>1.222723</td>\n",
       "      <td>1.062822</td>\n",
       "      <td>12.309994</td>\n",
       "      <td>3.126846</td>\n",
       "      <td>9.376486</td>\n",
       "      <td>1.136822e+10</td>\n",
       "      <td>0.5340</td>\n",
       "      <td>1.136823e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:55:07.389108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>11</td>\n",
       "      <td>5805</td>\n",
       "      <td>Avalanche</td>\n",
       "      <td>AVAX</td>\n",
       "      <td>avalanche</td>\n",
       "      <td>750</td>\n",
       "      <td>2020-07-13T00:00:00.000Z</td>\n",
       "      <td>['defi', 'smart-contracts', 'three-arrows-capi...</td>\n",
       "      <td>7.157487e+08</td>\n",
       "      <td>3.943930e+08</td>\n",
       "      <td>4.437394e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>26.215558</td>\n",
       "      <td>3.043767e+08</td>\n",
       "      <td>-23.1092</td>\n",
       "      <td>-1.540515</td>\n",
       "      <td>3.234888</td>\n",
       "      <td>-3.607103</td>\n",
       "      <td>-19.127998</td>\n",
       "      <td>-21.983236</td>\n",
       "      <td>-42.881010</td>\n",
       "      <td>1.033923e+10</td>\n",
       "      <td>0.4859</td>\n",
       "      <td>1.876375e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:55:07.389108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>12</td>\n",
       "      <td>5994</td>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>SHIB</td>\n",
       "      <td>shiba-inu</td>\n",
       "      <td>844</td>\n",
       "      <td>2020-08-01T00:00:00.000Z</td>\n",
       "      <td>['memes', 'ethereum-ecosystem', 'doggone-dogge...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.892708e+14</td>\n",
       "      <td>5.895193e+14</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>0.000016</td>\n",
       "      <td>2.725871e+08</td>\n",
       "      <td>-24.2160</td>\n",
       "      <td>-0.694386</td>\n",
       "      <td>1.257140</td>\n",
       "      <td>-1.501430</td>\n",
       "      <td>-28.715490</td>\n",
       "      <td>-27.769858</td>\n",
       "      <td>-40.140298</td>\n",
       "      <td>9.642011e+09</td>\n",
       "      <td>0.4531</td>\n",
       "      <td>9.646077e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce</td>\n",
       "      <td>2024-07-10 13:55:07.389108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>13</td>\n",
       "      <td>6636</td>\n",
       "      <td>Polkadot</td>\n",
       "      <td>DOT</td>\n",
       "      <td>polkadot-new</td>\n",
       "      <td>792</td>\n",
       "      <td>2020-08-19T00:00:00.000Z</td>\n",
       "      <td>['substrate', 'polkadot', 'binance-chain', 'po...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14</td>\n",
       "      <td>1.466899e+09</td>\n",
       "      <td>8.903001e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>6.069266</td>\n",
       "      <td>1.832672e+08</td>\n",
       "      <td>-17.1263</td>\n",
       "      <td>-0.460515</td>\n",
       "      <td>0.328428</td>\n",
       "      <td>-1.388077</td>\n",
       "      <td>-5.683449</td>\n",
       "      <td>-9.728508</td>\n",
       "      <td>-26.355608</td>\n",
       "      <td>8.727321e+09</td>\n",
       "      <td>0.4102</td>\n",
       "      <td>8.727321e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:55:07.389108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>14</td>\n",
       "      <td>1975</td>\n",
       "      <td>Chainlink</td>\n",
       "      <td>LINK</td>\n",
       "      <td>chainlink</td>\n",
       "      <td>1813</td>\n",
       "      <td>2017-09-20T00:00:00.000Z</td>\n",
       "      <td>['platform', 'defi', 'oracles', 'smart-contrac...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.081000e+08</td>\n",
       "      <td>1.000000e+09</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>12.783059</td>\n",
       "      <td>3.343947e+08</td>\n",
       "      <td>-17.1102</td>\n",
       "      <td>-0.451005</td>\n",
       "      <td>-1.251426</td>\n",
       "      <td>-11.133195</td>\n",
       "      <td>-19.354608</td>\n",
       "      <td>-5.561157</td>\n",
       "      <td>-25.444446</td>\n",
       "      <td>7.773378e+09</td>\n",
       "      <td>0.3653</td>\n",
       "      <td>1.278306e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x514910771af9ca656af840dff83e8264ecf986ca</td>\n",
       "      <td>2024-07-10 13:55:07.389108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>BTC</td>\n",
       "      <td>bitcoin</td>\n",
       "      <td>11595</td>\n",
       "      <td>2010-07-13T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'sha-256', 'store-of-value...</td>\n",
       "      <td>2.100000e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>57615.240373</td>\n",
       "      <td>2.854856e+10</td>\n",
       "      <td>-6.9991</td>\n",
       "      <td>-0.632346</td>\n",
       "      <td>0.967648</td>\n",
       "      <td>-4.740099</td>\n",
       "      <td>-16.905067</td>\n",
       "      <td>-5.393596</td>\n",
       "      <td>-17.596468</td>\n",
       "      <td>1.136162e+12</td>\n",
       "      <td>53.3960</td>\n",
       "      <td>1.209920e+12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:56:07.630057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>1</td>\n",
       "      <td>1027</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>9126</td>\n",
       "      <td>2015-08-07T00:00:00.000Z</td>\n",
       "      <td>['pos', 'smart-contracts', 'ethereum-ecosystem...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>3093.342325</td>\n",
       "      <td>1.456720e+10</td>\n",
       "      <td>-19.6354</td>\n",
       "      <td>-0.068157</td>\n",
       "      <td>1.271477</td>\n",
       "      <td>-6.487628</td>\n",
       "      <td>-15.665247</td>\n",
       "      <td>6.286315</td>\n",
       "      <td>-11.929742</td>\n",
       "      <td>3.718423e+11</td>\n",
       "      <td>17.4754</td>\n",
       "      <td>3.718423e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:56:07.630057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>2</td>\n",
       "      <td>825</td>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>USDT</td>\n",
       "      <td>tether</td>\n",
       "      <td>91259</td>\n",
       "      <td>2015-02-25T00:00:00.000Z</td>\n",
       "      <td>['stablecoin', 'asset-backed-stablecoin', 'ava...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.122598e+11</td>\n",
       "      <td>1.160769e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>0.999968</td>\n",
       "      <td>5.105907e+10</td>\n",
       "      <td>-13.8732</td>\n",
       "      <td>-0.013008</td>\n",
       "      <td>0.009557</td>\n",
       "      <td>0.141168</td>\n",
       "      <td>0.027734</td>\n",
       "      <td>0.037380</td>\n",
       "      <td>-0.013687</td>\n",
       "      <td>1.122562e+11</td>\n",
       "      <td>5.2757</td>\n",
       "      <td>1.160732e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xdac17f958d2ee523a2206206994597c13d831ec7</td>\n",
       "      <td>2024-07-10 13:56:07.630057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>3</td>\n",
       "      <td>1839</td>\n",
       "      <td>BNB</td>\n",
       "      <td>BNB</td>\n",
       "      <td>bnb</td>\n",
       "      <td>2190</td>\n",
       "      <td>2017-07-25T00:00:00.000Z</td>\n",
       "      <td>['marketplace', 'centralized-exchange', 'payme...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>524.886004</td>\n",
       "      <td>1.647442e+09</td>\n",
       "      <td>-7.8652</td>\n",
       "      <td>-0.209844</td>\n",
       "      <td>1.987602</td>\n",
       "      <td>-5.998969</td>\n",
       "      <td>-18.551707</td>\n",
       "      <td>-11.132641</td>\n",
       "      <td>-12.825293</td>\n",
       "      <td>7.746401e+10</td>\n",
       "      <td>3.6406</td>\n",
       "      <td>7.746401e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:56:07.630057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>4</td>\n",
       "      <td>5426</td>\n",
       "      <td>Solana</td>\n",
       "      <td>SOL</td>\n",
       "      <td>solana</td>\n",
       "      <td>699</td>\n",
       "      <td>2020-04-10T00:00:00.000Z</td>\n",
       "      <td>['pos', 'platform', 'solana-ecosystem', 'cms-h...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.636746e+08</td>\n",
       "      <td>5.798354e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>141.351592</td>\n",
       "      <td>2.243516e+09</td>\n",
       "      <td>-25.7799</td>\n",
       "      <td>-0.098674</td>\n",
       "      <td>0.960941</td>\n",
       "      <td>-1.336030</td>\n",
       "      <td>-10.782367</td>\n",
       "      <td>-2.425091</td>\n",
       "      <td>-17.832486</td>\n",
       "      <td>6.554114e+10</td>\n",
       "      <td>3.0802</td>\n",
       "      <td>8.196065e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:56:07.630057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>5</td>\n",
       "      <td>3408</td>\n",
       "      <td>USDC</td>\n",
       "      <td>USDC</td>\n",
       "      <td>usd-coin</td>\n",
       "      <td>20894</td>\n",
       "      <td>2018-10-08T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'stablecoin', 'asset-ba...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.405001e+10</td>\n",
       "      <td>3.405001e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>0.999939</td>\n",
       "      <td>5.662411e+09</td>\n",
       "      <td>-9.9678</td>\n",
       "      <td>-0.017613</td>\n",
       "      <td>0.006034</td>\n",
       "      <td>-0.002226</td>\n",
       "      <td>-0.006255</td>\n",
       "      <td>-0.005745</td>\n",
       "      <td>-0.032082</td>\n",
       "      <td>3.404792e+10</td>\n",
       "      <td>1.6001</td>\n",
       "      <td>3.404792e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48</td>\n",
       "      <td>2024-07-10 13:56:07.630057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>6</td>\n",
       "      <td>52</td>\n",
       "      <td>XRP</td>\n",
       "      <td>XRP</td>\n",
       "      <td>xrp</td>\n",
       "      <td>1351</td>\n",
       "      <td>2013-08-04T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'enterprise-solutions',...</td>\n",
       "      <td>1.000000e+11</td>\n",
       "      <td>5.572306e+10</td>\n",
       "      <td>9.998747e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>0.435459</td>\n",
       "      <td>9.861735e+08</td>\n",
       "      <td>-17.9638</td>\n",
       "      <td>-0.613868</td>\n",
       "      <td>0.925106</td>\n",
       "      <td>-8.583700</td>\n",
       "      <td>-12.484488</td>\n",
       "      <td>-13.839680</td>\n",
       "      <td>-28.429452</td>\n",
       "      <td>2.426509e+10</td>\n",
       "      <td>1.1404</td>\n",
       "      <td>4.354586e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:56:07.630057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>7</td>\n",
       "      <td>11419</td>\n",
       "      <td>Toncoin</td>\n",
       "      <td>TON</td>\n",
       "      <td>toncoin</td>\n",
       "      <td>454</td>\n",
       "      <td>2021-08-26T13:40:22.000Z</td>\n",
       "      <td>['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.506212e+09</td>\n",
       "      <td>5.108801e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8</td>\n",
       "      <td>3.414167e+09</td>\n",
       "      <td>2.485014e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>7.278537</td>\n",
       "      <td>2.468178e+08</td>\n",
       "      <td>-13.8908</td>\n",
       "      <td>-0.223166</td>\n",
       "      <td>0.378644</td>\n",
       "      <td>-7.115525</td>\n",
       "      <td>2.963532</td>\n",
       "      <td>8.554632</td>\n",
       "      <td>0.160452</td>\n",
       "      <td>1.824156e+10</td>\n",
       "      <td>0.8573</td>\n",
       "      <td>3.718459e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:56:07.630057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>8</td>\n",
       "      <td>74</td>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>DOGE</td>\n",
       "      <td>dogecoin</td>\n",
       "      <td>1021</td>\n",
       "      <td>2013-12-15T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'scrypt', 'medium-of-excha...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.450585e+11</td>\n",
       "      <td>1.450585e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>0.108361</td>\n",
       "      <td>5.776934e+08</td>\n",
       "      <td>-18.1649</td>\n",
       "      <td>-0.355565</td>\n",
       "      <td>0.833367</td>\n",
       "      <td>-9.216875</td>\n",
       "      <td>-24.839754</td>\n",
       "      <td>-24.639702</td>\n",
       "      <td>-43.346031</td>\n",
       "      <td>1.571873e+10</td>\n",
       "      <td>0.7387</td>\n",
       "      <td>1.571873e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:56:07.630057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>9</td>\n",
       "      <td>2010</td>\n",
       "      <td>Cardano</td>\n",
       "      <td>ADA</td>\n",
       "      <td>cardano</td>\n",
       "      <td>1210</td>\n",
       "      <td>2017-10-01T00:00:00.000Z</td>\n",
       "      <td>['dpos', 'pos', 'platform', 'research', 'smart...</td>\n",
       "      <td>4.500000e+10</td>\n",
       "      <td>3.587209e+10</td>\n",
       "      <td>3.703500e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>0.381931</td>\n",
       "      <td>2.726892e+08</td>\n",
       "      <td>-21.4930</td>\n",
       "      <td>-0.385822</td>\n",
       "      <td>3.270928</td>\n",
       "      <td>-6.915408</td>\n",
       "      <td>-13.283171</td>\n",
       "      <td>-14.039560</td>\n",
       "      <td>-34.311328</td>\n",
       "      <td>1.370068e+10</td>\n",
       "      <td>0.6439</td>\n",
       "      <td>1.718691e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:56:07.630057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>10</td>\n",
       "      <td>1958</td>\n",
       "      <td>TRON</td>\n",
       "      <td>TRX</td>\n",
       "      <td>tron</td>\n",
       "      <td>999</td>\n",
       "      <td>2017-09-13T00:00:00.000Z</td>\n",
       "      <td>['media', 'payments', 'tron-ecosystem', 'layer...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.714443e+10</td>\n",
       "      <td>8.714452e+10</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11</td>\n",
       "      <td>7.165966e+10</td>\n",
       "      <td>9.348188e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>0.130453</td>\n",
       "      <td>2.871027e+08</td>\n",
       "      <td>-14.1629</td>\n",
       "      <td>0.183948</td>\n",
       "      <td>1.222723</td>\n",
       "      <td>1.062822</td>\n",
       "      <td>12.309994</td>\n",
       "      <td>3.126846</td>\n",
       "      <td>9.376486</td>\n",
       "      <td>1.136822e+10</td>\n",
       "      <td>0.5340</td>\n",
       "      <td>1.136823e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:56:07.630057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>11</td>\n",
       "      <td>5805</td>\n",
       "      <td>Avalanche</td>\n",
       "      <td>AVAX</td>\n",
       "      <td>avalanche</td>\n",
       "      <td>750</td>\n",
       "      <td>2020-07-13T00:00:00.000Z</td>\n",
       "      <td>['defi', 'smart-contracts', 'three-arrows-capi...</td>\n",
       "      <td>7.157487e+08</td>\n",
       "      <td>3.943930e+08</td>\n",
       "      <td>4.437394e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>26.215558</td>\n",
       "      <td>3.043767e+08</td>\n",
       "      <td>-23.1092</td>\n",
       "      <td>-1.540515</td>\n",
       "      <td>3.234888</td>\n",
       "      <td>-3.607103</td>\n",
       "      <td>-19.127998</td>\n",
       "      <td>-21.983236</td>\n",
       "      <td>-42.881010</td>\n",
       "      <td>1.033923e+10</td>\n",
       "      <td>0.4859</td>\n",
       "      <td>1.876375e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:56:07.630057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>12</td>\n",
       "      <td>5994</td>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>SHIB</td>\n",
       "      <td>shiba-inu</td>\n",
       "      <td>844</td>\n",
       "      <td>2020-08-01T00:00:00.000Z</td>\n",
       "      <td>['memes', 'ethereum-ecosystem', 'doggone-dogge...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.892708e+14</td>\n",
       "      <td>5.895193e+14</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>0.000016</td>\n",
       "      <td>2.725871e+08</td>\n",
       "      <td>-24.2160</td>\n",
       "      <td>-0.694386</td>\n",
       "      <td>1.257140</td>\n",
       "      <td>-1.501430</td>\n",
       "      <td>-28.715490</td>\n",
       "      <td>-27.769858</td>\n",
       "      <td>-40.140298</td>\n",
       "      <td>9.642011e+09</td>\n",
       "      <td>0.4531</td>\n",
       "      <td>9.646077e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce</td>\n",
       "      <td>2024-07-10 13:56:07.630057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>13</td>\n",
       "      <td>6636</td>\n",
       "      <td>Polkadot</td>\n",
       "      <td>DOT</td>\n",
       "      <td>polkadot-new</td>\n",
       "      <td>792</td>\n",
       "      <td>2020-08-19T00:00:00.000Z</td>\n",
       "      <td>['substrate', 'polkadot', 'binance-chain', 'po...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14</td>\n",
       "      <td>1.466899e+09</td>\n",
       "      <td>8.903001e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>6.069266</td>\n",
       "      <td>1.832672e+08</td>\n",
       "      <td>-17.1263</td>\n",
       "      <td>-0.460515</td>\n",
       "      <td>0.328428</td>\n",
       "      <td>-1.388077</td>\n",
       "      <td>-5.683449</td>\n",
       "      <td>-9.728508</td>\n",
       "      <td>-26.355608</td>\n",
       "      <td>8.727321e+09</td>\n",
       "      <td>0.4102</td>\n",
       "      <td>8.727321e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:53:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 13:56:07.630057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>14</td>\n",
       "      <td>1975</td>\n",
       "      <td>Chainlink</td>\n",
       "      <td>LINK</td>\n",
       "      <td>chainlink</td>\n",
       "      <td>1813</td>\n",
       "      <td>2017-09-20T00:00:00.000Z</td>\n",
       "      <td>['platform', 'defi', 'oracles', 'smart-contrac...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.081000e+08</td>\n",
       "      <td>1.000000e+09</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>12.783059</td>\n",
       "      <td>3.343947e+08</td>\n",
       "      <td>-17.1102</td>\n",
       "      <td>-0.451005</td>\n",
       "      <td>-1.251426</td>\n",
       "      <td>-11.133195</td>\n",
       "      <td>-19.354608</td>\n",
       "      <td>-5.561157</td>\n",
       "      <td>-25.444446</td>\n",
       "      <td>7.773378e+09</td>\n",
       "      <td>0.3653</td>\n",
       "      <td>1.278306e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T13:52:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x514910771af9ca656af840dff83e8264ecf986ca</td>\n",
       "      <td>2024-07-10 13:56:07.630057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>BTC</td>\n",
       "      <td>bitcoin</td>\n",
       "      <td>11595</td>\n",
       "      <td>2010-07-13T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'sha-256', 'store-of-value...</td>\n",
       "      <td>2.100000e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>57842.226961</td>\n",
       "      <td>2.835003e+10</td>\n",
       "      <td>-6.5423</td>\n",
       "      <td>-0.451773</td>\n",
       "      <td>1.150796</td>\n",
       "      <td>-4.191065</td>\n",
       "      <td>-16.682965</td>\n",
       "      <td>-5.024042</td>\n",
       "      <td>-17.527420</td>\n",
       "      <td>1.140638e+12</td>\n",
       "      <td>53.4474</td>\n",
       "      <td>1.214687e+12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>1</td>\n",
       "      <td>1027</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>9126</td>\n",
       "      <td>2015-08-07T00:00:00.000Z</td>\n",
       "      <td>['pos', 'smart-contracts', 'ethereum-ecosystem...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>3118.463442</td>\n",
       "      <td>1.451377e+10</td>\n",
       "      <td>-18.9584</td>\n",
       "      <td>0.270629</td>\n",
       "      <td>2.014336</td>\n",
       "      <td>-5.746790</td>\n",
       "      <td>-15.094309</td>\n",
       "      <td>7.172562</td>\n",
       "      <td>-11.394618</td>\n",
       "      <td>3.748621e+11</td>\n",
       "      <td>17.6076</td>\n",
       "      <td>3.748621e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>2</td>\n",
       "      <td>825</td>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>USDT</td>\n",
       "      <td>tether</td>\n",
       "      <td>91259</td>\n",
       "      <td>2015-02-25T00:00:00.000Z</td>\n",
       "      <td>['stablecoin', 'asset-backed-stablecoin', 'ava...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.122598e+11</td>\n",
       "      <td>1.160769e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>0.999803</td>\n",
       "      <td>5.089961e+10</td>\n",
       "      <td>-13.3752</td>\n",
       "      <td>-0.014901</td>\n",
       "      <td>-0.018170</td>\n",
       "      <td>0.115742</td>\n",
       "      <td>0.006977</td>\n",
       "      <td>0.006583</td>\n",
       "      <td>-0.035448</td>\n",
       "      <td>1.122377e+11</td>\n",
       "      <td>5.2719</td>\n",
       "      <td>1.160540e+11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xdac17f958d2ee523a2206206994597c13d831ec7</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>3</td>\n",
       "      <td>1839</td>\n",
       "      <td>BNB</td>\n",
       "      <td>BNB</td>\n",
       "      <td>bnb</td>\n",
       "      <td>2190</td>\n",
       "      <td>2017-07-25T00:00:00.000Z</td>\n",
       "      <td>['marketplace', 'centralized-exchange', 'payme...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>526.076971</td>\n",
       "      <td>1.643907e+09</td>\n",
       "      <td>-6.5530</td>\n",
       "      <td>-0.144420</td>\n",
       "      <td>2.081431</td>\n",
       "      <td>-5.866502</td>\n",
       "      <td>-18.368835</td>\n",
       "      <td>-11.013196</td>\n",
       "      <td>-12.919851</td>\n",
       "      <td>7.763977e+10</td>\n",
       "      <td>3.6468</td>\n",
       "      <td>7.763977e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>4</td>\n",
       "      <td>5426</td>\n",
       "      <td>Solana</td>\n",
       "      <td>SOL</td>\n",
       "      <td>solana</td>\n",
       "      <td>699</td>\n",
       "      <td>2020-04-10T00:00:00.000Z</td>\n",
       "      <td>['pos', 'platform', 'solana-ecosystem', 'cms-h...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.636745e+08</td>\n",
       "      <td>5.798353e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>142.213832</td>\n",
       "      <td>2.231128e+09</td>\n",
       "      <td>-25.2920</td>\n",
       "      <td>-0.020348</td>\n",
       "      <td>1.198210</td>\n",
       "      <td>-1.020559</td>\n",
       "      <td>-10.444464</td>\n",
       "      <td>-2.086633</td>\n",
       "      <td>-17.503627</td>\n",
       "      <td>6.594092e+10</td>\n",
       "      <td>3.0973</td>\n",
       "      <td>8.246060e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>5</td>\n",
       "      <td>3408</td>\n",
       "      <td>USDC</td>\n",
       "      <td>USDC</td>\n",
       "      <td>usd-coin</td>\n",
       "      <td>20894</td>\n",
       "      <td>2018-10-08T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'stablecoin', 'asset-ba...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.403375e+10</td>\n",
       "      <td>3.403375e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>0.999876</td>\n",
       "      <td>5.666896e+09</td>\n",
       "      <td>-9.4944</td>\n",
       "      <td>-0.009113</td>\n",
       "      <td>-0.016512</td>\n",
       "      <td>-0.008819</td>\n",
       "      <td>-0.012089</td>\n",
       "      <td>-0.015814</td>\n",
       "      <td>-0.026611</td>\n",
       "      <td>3.402953e+10</td>\n",
       "      <td>1.5984</td>\n",
       "      <td>3.402953e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>6</td>\n",
       "      <td>52</td>\n",
       "      <td>XRP</td>\n",
       "      <td>XRP</td>\n",
       "      <td>xrp</td>\n",
       "      <td>1351</td>\n",
       "      <td>2013-08-04T00:00:00.000Z</td>\n",
       "      <td>['medium-of-exchange', 'enterprise-solutions',...</td>\n",
       "      <td>1.000000e+11</td>\n",
       "      <td>5.572306e+10</td>\n",
       "      <td>9.998747e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:07:00.000Z</td>\n",
       "      <td>0.436590</td>\n",
       "      <td>9.799653e+08</td>\n",
       "      <td>-16.4128</td>\n",
       "      <td>-0.458867</td>\n",
       "      <td>1.067884</td>\n",
       "      <td>-8.492231</td>\n",
       "      <td>-12.241376</td>\n",
       "      <td>-13.584787</td>\n",
       "      <td>-28.403653</td>\n",
       "      <td>2.432814e+10</td>\n",
       "      <td>1.1400</td>\n",
       "      <td>4.365902e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:07:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>7</td>\n",
       "      <td>11419</td>\n",
       "      <td>Toncoin</td>\n",
       "      <td>TON</td>\n",
       "      <td>toncoin</td>\n",
       "      <td>454</td>\n",
       "      <td>2021-08-26T13:40:22.000Z</td>\n",
       "      <td>['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.506213e+09</td>\n",
       "      <td>5.108801e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8</td>\n",
       "      <td>3.414167e+09</td>\n",
       "      <td>2.490270e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>7.293934</td>\n",
       "      <td>2.449305e+08</td>\n",
       "      <td>-11.9186</td>\n",
       "      <td>-0.270199</td>\n",
       "      <td>0.507755</td>\n",
       "      <td>-6.764140</td>\n",
       "      <td>3.255284</td>\n",
       "      <td>8.661118</td>\n",
       "      <td>0.384803</td>\n",
       "      <td>1.828015e+10</td>\n",
       "      <td>0.8566</td>\n",
       "      <td>3.726326e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>8</td>\n",
       "      <td>74</td>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>DOGE</td>\n",
       "      <td>dogecoin</td>\n",
       "      <td>1021</td>\n",
       "      <td>2013-12-15T00:00:00.000Z</td>\n",
       "      <td>['mineable', 'pow', 'scrypt', 'medium-of-excha...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.450588e+11</td>\n",
       "      <td>1.450588e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:07:00.000Z</td>\n",
       "      <td>0.108993</td>\n",
       "      <td>5.757248e+08</td>\n",
       "      <td>-17.4910</td>\n",
       "      <td>-0.166804</td>\n",
       "      <td>1.419901</td>\n",
       "      <td>-8.685563</td>\n",
       "      <td>-24.550619</td>\n",
       "      <td>-24.309537</td>\n",
       "      <td>-43.370680</td>\n",
       "      <td>1.581042e+10</td>\n",
       "      <td>0.7408</td>\n",
       "      <td>1.581042e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:07:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>9</td>\n",
       "      <td>2010</td>\n",
       "      <td>Cardano</td>\n",
       "      <td>ADA</td>\n",
       "      <td>cardano</td>\n",
       "      <td>1210</td>\n",
       "      <td>2017-10-01T00:00:00.000Z</td>\n",
       "      <td>['dpos', 'pos', 'platform', 'research', 'smart...</td>\n",
       "      <td>4.500000e+10</td>\n",
       "      <td>3.587209e+10</td>\n",
       "      <td>3.703500e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>0.383305</td>\n",
       "      <td>2.714080e+08</td>\n",
       "      <td>-21.5655</td>\n",
       "      <td>-0.552218</td>\n",
       "      <td>3.109476</td>\n",
       "      <td>-6.643688</td>\n",
       "      <td>-12.950945</td>\n",
       "      <td>-13.802738</td>\n",
       "      <td>-34.180813</td>\n",
       "      <td>1.374995e+10</td>\n",
       "      <td>0.6458</td>\n",
       "      <td>1.724872e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>10</td>\n",
       "      <td>1958</td>\n",
       "      <td>TRON</td>\n",
       "      <td>TRX</td>\n",
       "      <td>tron</td>\n",
       "      <td>999</td>\n",
       "      <td>2017-09-13T00:00:00.000Z</td>\n",
       "      <td>['media', 'payments', 'tron-ecosystem', 'layer...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.714413e+10</td>\n",
       "      <td>8.714419e+10</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11</td>\n",
       "      <td>7.165966e+10</td>\n",
       "      <td>9.354689e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>0.130543</td>\n",
       "      <td>2.837755e+08</td>\n",
       "      <td>-13.1847</td>\n",
       "      <td>0.097794</td>\n",
       "      <td>1.347462</td>\n",
       "      <td>1.139986</td>\n",
       "      <td>12.384536</td>\n",
       "      <td>3.210145</td>\n",
       "      <td>9.275013</td>\n",
       "      <td>1.137608e+10</td>\n",
       "      <td>0.5342</td>\n",
       "      <td>1.137609e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>11</td>\n",
       "      <td>5805</td>\n",
       "      <td>Avalanche</td>\n",
       "      <td>AVAX</td>\n",
       "      <td>avalanche</td>\n",
       "      <td>750</td>\n",
       "      <td>2020-07-13T00:00:00.000Z</td>\n",
       "      <td>['defi', 'smart-contracts', 'three-arrows-capi...</td>\n",
       "      <td>7.157487e+08</td>\n",
       "      <td>3.943931e+08</td>\n",
       "      <td>4.437394e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>26.333662</td>\n",
       "      <td>3.021739e+08</td>\n",
       "      <td>-22.6426</td>\n",
       "      <td>-1.352874</td>\n",
       "      <td>3.476823</td>\n",
       "      <td>-3.082086</td>\n",
       "      <td>-18.967905</td>\n",
       "      <td>-21.675644</td>\n",
       "      <td>-42.899574</td>\n",
       "      <td>1.038581e+10</td>\n",
       "      <td>0.4878</td>\n",
       "      <td>1.884828e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>12</td>\n",
       "      <td>5994</td>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>SHIB</td>\n",
       "      <td>shiba-inu</td>\n",
       "      <td>844</td>\n",
       "      <td>2020-08-01T00:00:00.000Z</td>\n",
       "      <td>['memes', 'ethereum-ecosystem', 'doggone-dogge...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.892708e+14</td>\n",
       "      <td>5.895193e+14</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>2.695510e+08</td>\n",
       "      <td>-23.3533</td>\n",
       "      <td>-0.177580</td>\n",
       "      <td>1.825500</td>\n",
       "      <td>-0.689675</td>\n",
       "      <td>-28.134967</td>\n",
       "      <td>-27.121721</td>\n",
       "      <td>-39.839292</td>\n",
       "      <td>9.734160e+09</td>\n",
       "      <td>0.4572</td>\n",
       "      <td>9.738264e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>13</td>\n",
       "      <td>6636</td>\n",
       "      <td>Polkadot</td>\n",
       "      <td>DOT</td>\n",
       "      <td>polkadot-new</td>\n",
       "      <td>792</td>\n",
       "      <td>2020-08-19T00:00:00.000Z</td>\n",
       "      <td>['substrate', 'polkadot', 'binance-chain', 'po...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14</td>\n",
       "      <td>1.466899e+09</td>\n",
       "      <td>8.938784e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>6.093659</td>\n",
       "      <td>1.842464e+08</td>\n",
       "      <td>-14.4586</td>\n",
       "      <td>-0.491361</td>\n",
       "      <td>0.421395</td>\n",
       "      <td>-1.369129</td>\n",
       "      <td>-5.472973</td>\n",
       "      <td>-9.572883</td>\n",
       "      <td>-26.304904</td>\n",
       "      <td>8.762398e+09</td>\n",
       "      <td>0.4106</td>\n",
       "      <td>8.762398e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>14</td>\n",
       "      <td>1975</td>\n",
       "      <td>Chainlink</td>\n",
       "      <td>LINK</td>\n",
       "      <td>chainlink</td>\n",
       "      <td>1813</td>\n",
       "      <td>2017-09-20T00:00:00.000Z</td>\n",
       "      <td>['platform', 'defi', 'oracles', 'smart-contrac...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.081000e+08</td>\n",
       "      <td>1.000000e+09</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>12.855335</td>\n",
       "      <td>3.304635e+08</td>\n",
       "      <td>-16.4004</td>\n",
       "      <td>-0.420875</td>\n",
       "      <td>-0.899720</td>\n",
       "      <td>-10.897510</td>\n",
       "      <td>-19.003487</td>\n",
       "      <td>-5.131629</td>\n",
       "      <td>-25.235374</td>\n",
       "      <td>7.817329e+09</td>\n",
       "      <td>0.3672</td>\n",
       "      <td>1.285533e+10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x514910771af9ca656af840dff83e8264ecf986ca</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     Unnamed: 0     id         name symbol          slug  num_market_pairs  \\\n",
       "0             0      1      Bitcoin    BTC       bitcoin             11595   \n",
       "1             1   1027     Ethereum    ETH      ethereum              9126   \n",
       "2             2    825  Tether USDt   USDT        tether             91251   \n",
       "3             3   1839          BNB    BNB           bnb              2190   \n",
       "4             4   5426       Solana    SOL        solana               699   \n",
       "5             5   3408         USDC   USDC      usd-coin             20893   \n",
       "6             6     52          XRP    XRP           xrp              1351   \n",
       "7             7  11419      Toncoin    TON       toncoin               454   \n",
       "8             8     74     Dogecoin   DOGE      dogecoin              1021   \n",
       "9             9   2010      Cardano    ADA       cardano              1210   \n",
       "10           10   1958         TRON    TRX          tron               999   \n",
       "11           11   5805    Avalanche   AVAX     avalanche               750   \n",
       "12           12   5994    Shiba Inu   SHIB     shiba-inu               844   \n",
       "13           13   6636     Polkadot    DOT  polkadot-new               792   \n",
       "14           14   1975    Chainlink   LINK     chainlink              1813   \n",
       "15            0      1      Bitcoin    BTC       bitcoin             11595   \n",
       "16            1   1027     Ethereum    ETH      ethereum              9126   \n",
       "17            2    825  Tether USDt   USDT        tether             91252   \n",
       "18            3   1839          BNB    BNB           bnb              2190   \n",
       "19            4   5426       Solana    SOL        solana               699   \n",
       "20            5   3408         USDC   USDC      usd-coin             20894   \n",
       "21            6     52          XRP    XRP           xrp              1351   \n",
       "22            7  11419      Toncoin    TON       toncoin               454   \n",
       "23            8     74     Dogecoin   DOGE      dogecoin              1021   \n",
       "24            9   2010      Cardano    ADA       cardano              1210   \n",
       "25           10   1958         TRON    TRX          tron               999   \n",
       "26           11   5805    Avalanche   AVAX     avalanche               750   \n",
       "27           12   5994    Shiba Inu   SHIB     shiba-inu               844   \n",
       "28           13   6636     Polkadot    DOT  polkadot-new               792   \n",
       "29           14   1975    Chainlink   LINK     chainlink              1813   \n",
       "30            0      1      Bitcoin    BTC       bitcoin             11595   \n",
       "31            1   1027     Ethereum    ETH      ethereum              9126   \n",
       "32            2    825  Tether USDt   USDT        tether             91252   \n",
       "33            3   1839          BNB    BNB           bnb              2190   \n",
       "34            4   5426       Solana    SOL        solana               699   \n",
       "35            5   3408         USDC   USDC      usd-coin             20894   \n",
       "36            6     52          XRP    XRP           xrp              1351   \n",
       "37            7  11419      Toncoin    TON       toncoin               454   \n",
       "38            8     74     Dogecoin   DOGE      dogecoin              1021   \n",
       "39            9   2010      Cardano    ADA       cardano              1210   \n",
       "40           10   1958         TRON    TRX          tron               999   \n",
       "41           11   5805    Avalanche   AVAX     avalanche               750   \n",
       "42           12   5994    Shiba Inu   SHIB     shiba-inu               844   \n",
       "43           13   6636     Polkadot    DOT  polkadot-new               792   \n",
       "44           14   1975    Chainlink   LINK     chainlink              1813   \n",
       "45            0      1      Bitcoin    BTC       bitcoin             11595   \n",
       "46            1   1027     Ethereum    ETH      ethereum              9126   \n",
       "47            2    825  Tether USDt   USDT        tether             91252   \n",
       "48            3   1839          BNB    BNB           bnb              2190   \n",
       "49            4   5426       Solana    SOL        solana               699   \n",
       "50            5   3408         USDC   USDC      usd-coin             20894   \n",
       "51            6     52          XRP    XRP           xrp              1351   \n",
       "52            7  11419      Toncoin    TON       toncoin               454   \n",
       "53            8     74     Dogecoin   DOGE      dogecoin              1021   \n",
       "54            9   2010      Cardano    ADA       cardano              1210   \n",
       "55           10   1958         TRON    TRX          tron               999   \n",
       "56           11   5805    Avalanche   AVAX     avalanche               750   \n",
       "57           12   5994    Shiba Inu   SHIB     shiba-inu               844   \n",
       "58           13   6636     Polkadot    DOT  polkadot-new               792   \n",
       "59           14   1975    Chainlink   LINK     chainlink              1813   \n",
       "60            0      1      Bitcoin    BTC       bitcoin             11595   \n",
       "61            1   1027     Ethereum    ETH      ethereum              9126   \n",
       "62            2    825  Tether USDt   USDT        tether             91252   \n",
       "63            3   1839          BNB    BNB           bnb              2190   \n",
       "64            4   5426       Solana    SOL        solana               699   \n",
       "65            5   3408         USDC   USDC      usd-coin             20894   \n",
       "66            6     52          XRP    XRP           xrp              1351   \n",
       "67            7  11419      Toncoin    TON       toncoin               454   \n",
       "68            8     74     Dogecoin   DOGE      dogecoin              1021   \n",
       "69            9   2010      Cardano    ADA       cardano              1210   \n",
       "70           10   1958         TRON    TRX          tron               999   \n",
       "71           11   5805    Avalanche   AVAX     avalanche               750   \n",
       "72           12   5994    Shiba Inu   SHIB     shiba-inu               844   \n",
       "73           13   6636     Polkadot    DOT  polkadot-new               792   \n",
       "74           14   1975    Chainlink   LINK     chainlink              1813   \n",
       "75            0      1      Bitcoin    BTC       bitcoin             11595   \n",
       "76            1   1027     Ethereum    ETH      ethereum              9126   \n",
       "77            2    825  Tether USDt   USDT        tether             91252   \n",
       "78            3   1839          BNB    BNB           bnb              2190   \n",
       "79            4   5426       Solana    SOL        solana               699   \n",
       "80            5   3408         USDC   USDC      usd-coin             20894   \n",
       "81            6     52          XRP    XRP           xrp              1351   \n",
       "82            7  11419      Toncoin    TON       toncoin               454   \n",
       "83            8     74     Dogecoin   DOGE      dogecoin              1021   \n",
       "84            9   2010      Cardano    ADA       cardano              1210   \n",
       "85           10   1958         TRON    TRX          tron               999   \n",
       "86           11   5805    Avalanche   AVAX     avalanche               750   \n",
       "87           12   5994    Shiba Inu   SHIB     shiba-inu               844   \n",
       "88           13   6636     Polkadot    DOT  polkadot-new               792   \n",
       "89           14   1975    Chainlink   LINK     chainlink              1813   \n",
       "90            0      1      Bitcoin    BTC       bitcoin             11595   \n",
       "91            1   1027     Ethereum    ETH      ethereum              9126   \n",
       "92            2    825  Tether USDt   USDT        tether             91259   \n",
       "93            3   1839          BNB    BNB           bnb              2190   \n",
       "94            4   5426       Solana    SOL        solana               699   \n",
       "95            5   3408         USDC   USDC      usd-coin             20894   \n",
       "96            6     52          XRP    XRP           xrp              1351   \n",
       "97            7  11419      Toncoin    TON       toncoin               454   \n",
       "98            8     74     Dogecoin   DOGE      dogecoin              1021   \n",
       "99            9   2010      Cardano    ADA       cardano              1210   \n",
       "100          10   1958         TRON    TRX          tron               999   \n",
       "101          11   5805    Avalanche   AVAX     avalanche               750   \n",
       "102          12   5994    Shiba Inu   SHIB     shiba-inu               844   \n",
       "103          13   6636     Polkadot    DOT  polkadot-new               792   \n",
       "104          14   1975    Chainlink   LINK     chainlink              1813   \n",
       "105           0      1      Bitcoin    BTC       bitcoin             11595   \n",
       "106           1   1027     Ethereum    ETH      ethereum              9126   \n",
       "107           2    825  Tether USDt   USDT        tether             91259   \n",
       "108           3   1839          BNB    BNB           bnb              2190   \n",
       "109           4   5426       Solana    SOL        solana               699   \n",
       "110           5   3408         USDC   USDC      usd-coin             20894   \n",
       "111           6     52          XRP    XRP           xrp              1351   \n",
       "112           7  11419      Toncoin    TON       toncoin               454   \n",
       "113           8     74     Dogecoin   DOGE      dogecoin              1021   \n",
       "114           9   2010      Cardano    ADA       cardano              1210   \n",
       "115          10   1958         TRON    TRX          tron               999   \n",
       "116          11   5805    Avalanche   AVAX     avalanche               750   \n",
       "117          12   5994    Shiba Inu   SHIB     shiba-inu               844   \n",
       "118          13   6636     Polkadot    DOT  polkadot-new               792   \n",
       "119          14   1975    Chainlink   LINK     chainlink              1813   \n",
       "120           0      1      Bitcoin    BTC       bitcoin             11595   \n",
       "121           1   1027     Ethereum    ETH      ethereum              9126   \n",
       "122           2    825  Tether USDt   USDT        tether             91259   \n",
       "123           3   1839          BNB    BNB           bnb              2190   \n",
       "124           4   5426       Solana    SOL        solana               699   \n",
       "125           5   3408         USDC   USDC      usd-coin             20894   \n",
       "126           6     52          XRP    XRP           xrp              1351   \n",
       "127           7  11419      Toncoin    TON       toncoin               454   \n",
       "128           8     74     Dogecoin   DOGE      dogecoin              1021   \n",
       "129           9   2010      Cardano    ADA       cardano              1210   \n",
       "130          10   1958         TRON    TRX          tron               999   \n",
       "131          11   5805    Avalanche   AVAX     avalanche               750   \n",
       "132          12   5994    Shiba Inu   SHIB     shiba-inu               844   \n",
       "133          13   6636     Polkadot    DOT  polkadot-new               792   \n",
       "134          14   1975    Chainlink   LINK     chainlink              1813   \n",
       "\n",
       "                   date_added  \\\n",
       "0    2010-07-13T00:00:00.000Z   \n",
       "1    2015-08-07T00:00:00.000Z   \n",
       "2    2015-02-25T00:00:00.000Z   \n",
       "3    2017-07-25T00:00:00.000Z   \n",
       "4    2020-04-10T00:00:00.000Z   \n",
       "5    2018-10-08T00:00:00.000Z   \n",
       "6    2013-08-04T00:00:00.000Z   \n",
       "7    2021-08-26T13:40:22.000Z   \n",
       "8    2013-12-15T00:00:00.000Z   \n",
       "9    2017-10-01T00:00:00.000Z   \n",
       "10   2017-09-13T00:00:00.000Z   \n",
       "11   2020-07-13T00:00:00.000Z   \n",
       "12   2020-08-01T00:00:00.000Z   \n",
       "13   2020-08-19T00:00:00.000Z   \n",
       "14   2017-09-20T00:00:00.000Z   \n",
       "15   2010-07-13T00:00:00.000Z   \n",
       "16   2015-08-07T00:00:00.000Z   \n",
       "17   2015-02-25T00:00:00.000Z   \n",
       "18   2017-07-25T00:00:00.000Z   \n",
       "19   2020-04-10T00:00:00.000Z   \n",
       "20   2018-10-08T00:00:00.000Z   \n",
       "21   2013-08-04T00:00:00.000Z   \n",
       "22   2021-08-26T13:40:22.000Z   \n",
       "23   2013-12-15T00:00:00.000Z   \n",
       "24   2017-10-01T00:00:00.000Z   \n",
       "25   2017-09-13T00:00:00.000Z   \n",
       "26   2020-07-13T00:00:00.000Z   \n",
       "27   2020-08-01T00:00:00.000Z   \n",
       "28   2020-08-19T00:00:00.000Z   \n",
       "29   2017-09-20T00:00:00.000Z   \n",
       "30   2010-07-13T00:00:00.000Z   \n",
       "31   2015-08-07T00:00:00.000Z   \n",
       "32   2015-02-25T00:00:00.000Z   \n",
       "33   2017-07-25T00:00:00.000Z   \n",
       "34   2020-04-10T00:00:00.000Z   \n",
       "35   2018-10-08T00:00:00.000Z   \n",
       "36   2013-08-04T00:00:00.000Z   \n",
       "37   2021-08-26T13:40:22.000Z   \n",
       "38   2013-12-15T00:00:00.000Z   \n",
       "39   2017-10-01T00:00:00.000Z   \n",
       "40   2017-09-13T00:00:00.000Z   \n",
       "41   2020-07-13T00:00:00.000Z   \n",
       "42   2020-08-01T00:00:00.000Z   \n",
       "43   2020-08-19T00:00:00.000Z   \n",
       "44   2017-09-20T00:00:00.000Z   \n",
       "45   2010-07-13T00:00:00.000Z   \n",
       "46   2015-08-07T00:00:00.000Z   \n",
       "47   2015-02-25T00:00:00.000Z   \n",
       "48   2017-07-25T00:00:00.000Z   \n",
       "49   2020-04-10T00:00:00.000Z   \n",
       "50   2018-10-08T00:00:00.000Z   \n",
       "51   2013-08-04T00:00:00.000Z   \n",
       "52   2021-08-26T13:40:22.000Z   \n",
       "53   2013-12-15T00:00:00.000Z   \n",
       "54   2017-10-01T00:00:00.000Z   \n",
       "55   2017-09-13T00:00:00.000Z   \n",
       "56   2020-07-13T00:00:00.000Z   \n",
       "57   2020-08-01T00:00:00.000Z   \n",
       "58   2020-08-19T00:00:00.000Z   \n",
       "59   2017-09-20T00:00:00.000Z   \n",
       "60   2010-07-13T00:00:00.000Z   \n",
       "61   2015-08-07T00:00:00.000Z   \n",
       "62   2015-02-25T00:00:00.000Z   \n",
       "63   2017-07-25T00:00:00.000Z   \n",
       "64   2020-04-10T00:00:00.000Z   \n",
       "65   2018-10-08T00:00:00.000Z   \n",
       "66   2013-08-04T00:00:00.000Z   \n",
       "67   2021-08-26T13:40:22.000Z   \n",
       "68   2013-12-15T00:00:00.000Z   \n",
       "69   2017-10-01T00:00:00.000Z   \n",
       "70   2017-09-13T00:00:00.000Z   \n",
       "71   2020-07-13T00:00:00.000Z   \n",
       "72   2020-08-01T00:00:00.000Z   \n",
       "73   2020-08-19T00:00:00.000Z   \n",
       "74   2017-09-20T00:00:00.000Z   \n",
       "75   2010-07-13T00:00:00.000Z   \n",
       "76   2015-08-07T00:00:00.000Z   \n",
       "77   2015-02-25T00:00:00.000Z   \n",
       "78   2017-07-25T00:00:00.000Z   \n",
       "79   2020-04-10T00:00:00.000Z   \n",
       "80   2018-10-08T00:00:00.000Z   \n",
       "81   2013-08-04T00:00:00.000Z   \n",
       "82   2021-08-26T13:40:22.000Z   \n",
       "83   2013-12-15T00:00:00.000Z   \n",
       "84   2017-10-01T00:00:00.000Z   \n",
       "85   2017-09-13T00:00:00.000Z   \n",
       "86   2020-07-13T00:00:00.000Z   \n",
       "87   2020-08-01T00:00:00.000Z   \n",
       "88   2020-08-19T00:00:00.000Z   \n",
       "89   2017-09-20T00:00:00.000Z   \n",
       "90   2010-07-13T00:00:00.000Z   \n",
       "91   2015-08-07T00:00:00.000Z   \n",
       "92   2015-02-25T00:00:00.000Z   \n",
       "93   2017-07-25T00:00:00.000Z   \n",
       "94   2020-04-10T00:00:00.000Z   \n",
       "95   2018-10-08T00:00:00.000Z   \n",
       "96   2013-08-04T00:00:00.000Z   \n",
       "97   2021-08-26T13:40:22.000Z   \n",
       "98   2013-12-15T00:00:00.000Z   \n",
       "99   2017-10-01T00:00:00.000Z   \n",
       "100  2017-09-13T00:00:00.000Z   \n",
       "101  2020-07-13T00:00:00.000Z   \n",
       "102  2020-08-01T00:00:00.000Z   \n",
       "103  2020-08-19T00:00:00.000Z   \n",
       "104  2017-09-20T00:00:00.000Z   \n",
       "105  2010-07-13T00:00:00.000Z   \n",
       "106  2015-08-07T00:00:00.000Z   \n",
       "107  2015-02-25T00:00:00.000Z   \n",
       "108  2017-07-25T00:00:00.000Z   \n",
       "109  2020-04-10T00:00:00.000Z   \n",
       "110  2018-10-08T00:00:00.000Z   \n",
       "111  2013-08-04T00:00:00.000Z   \n",
       "112  2021-08-26T13:40:22.000Z   \n",
       "113  2013-12-15T00:00:00.000Z   \n",
       "114  2017-10-01T00:00:00.000Z   \n",
       "115  2017-09-13T00:00:00.000Z   \n",
       "116  2020-07-13T00:00:00.000Z   \n",
       "117  2020-08-01T00:00:00.000Z   \n",
       "118  2020-08-19T00:00:00.000Z   \n",
       "119  2017-09-20T00:00:00.000Z   \n",
       "120  2010-07-13T00:00:00.000Z   \n",
       "121  2015-08-07T00:00:00.000Z   \n",
       "122  2015-02-25T00:00:00.000Z   \n",
       "123  2017-07-25T00:00:00.000Z   \n",
       "124  2020-04-10T00:00:00.000Z   \n",
       "125  2018-10-08T00:00:00.000Z   \n",
       "126  2013-08-04T00:00:00.000Z   \n",
       "127  2021-08-26T13:40:22.000Z   \n",
       "128  2013-12-15T00:00:00.000Z   \n",
       "129  2017-10-01T00:00:00.000Z   \n",
       "130  2017-09-13T00:00:00.000Z   \n",
       "131  2020-07-13T00:00:00.000Z   \n",
       "132  2020-08-01T00:00:00.000Z   \n",
       "133  2020-08-19T00:00:00.000Z   \n",
       "134  2017-09-20T00:00:00.000Z   \n",
       "\n",
       "                                                  tags    max_supply  \\\n",
       "0    ['mineable', 'pow', 'sha-256', 'store-of-value...  2.100000e+07   \n",
       "1    ['pos', 'smart-contracts', 'ethereum-ecosystem...           NaN   \n",
       "2    ['stablecoin', 'asset-backed-stablecoin', 'ava...           NaN   \n",
       "3    ['marketplace', 'centralized-exchange', 'payme...           NaN   \n",
       "4    ['pos', 'platform', 'solana-ecosystem', 'cms-h...           NaN   \n",
       "5    ['medium-of-exchange', 'stablecoin', 'asset-ba...           NaN   \n",
       "6    ['medium-of-exchange', 'enterprise-solutions',...  1.000000e+11   \n",
       "7    ['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...           NaN   \n",
       "8    ['mineable', 'pow', 'scrypt', 'medium-of-excha...           NaN   \n",
       "9    ['dpos', 'pos', 'platform', 'research', 'smart...  4.500000e+10   \n",
       "10   ['media', 'payments', 'tron-ecosystem', 'layer...           NaN   \n",
       "11   ['defi', 'smart-contracts', 'three-arrows-capi...  7.157487e+08   \n",
       "12   ['memes', 'ethereum-ecosystem', 'doggone-dogge...           NaN   \n",
       "13   ['substrate', 'polkadot', 'binance-chain', 'po...           NaN   \n",
       "14   ['platform', 'defi', 'oracles', 'smart-contrac...           NaN   \n",
       "15   ['mineable', 'pow', 'sha-256', 'store-of-value...  2.100000e+07   \n",
       "16   ['pos', 'smart-contracts', 'ethereum-ecosystem...           NaN   \n",
       "17   ['stablecoin', 'asset-backed-stablecoin', 'ava...           NaN   \n",
       "18   ['marketplace', 'centralized-exchange', 'payme...           NaN   \n",
       "19   ['pos', 'platform', 'solana-ecosystem', 'cms-h...           NaN   \n",
       "20   ['medium-of-exchange', 'stablecoin', 'asset-ba...           NaN   \n",
       "21   ['medium-of-exchange', 'enterprise-solutions',...  1.000000e+11   \n",
       "22   ['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...           NaN   \n",
       "23   ['mineable', 'pow', 'scrypt', 'medium-of-excha...           NaN   \n",
       "24   ['dpos', 'pos', 'platform', 'research', 'smart...  4.500000e+10   \n",
       "25   ['media', 'payments', 'tron-ecosystem', 'layer...           NaN   \n",
       "26   ['defi', 'smart-contracts', 'three-arrows-capi...  7.157487e+08   \n",
       "27   ['memes', 'ethereum-ecosystem', 'doggone-dogge...           NaN   \n",
       "28   ['substrate', 'polkadot', 'binance-chain', 'po...           NaN   \n",
       "29   ['platform', 'defi', 'oracles', 'smart-contrac...           NaN   \n",
       "30   ['mineable', 'pow', 'sha-256', 'store-of-value...  2.100000e+07   \n",
       "31   ['pos', 'smart-contracts', 'ethereum-ecosystem...           NaN   \n",
       "32   ['stablecoin', 'asset-backed-stablecoin', 'ava...           NaN   \n",
       "33   ['marketplace', 'centralized-exchange', 'payme...           NaN   \n",
       "34   ['pos', 'platform', 'solana-ecosystem', 'cms-h...           NaN   \n",
       "35   ['medium-of-exchange', 'stablecoin', 'asset-ba...           NaN   \n",
       "36   ['medium-of-exchange', 'enterprise-solutions',...  1.000000e+11   \n",
       "37   ['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...           NaN   \n",
       "38   ['mineable', 'pow', 'scrypt', 'medium-of-excha...           NaN   \n",
       "39   ['dpos', 'pos', 'platform', 'research', 'smart...  4.500000e+10   \n",
       "40   ['media', 'payments', 'tron-ecosystem', 'layer...           NaN   \n",
       "41   ['defi', 'smart-contracts', 'three-arrows-capi...  7.157487e+08   \n",
       "42   ['memes', 'ethereum-ecosystem', 'doggone-dogge...           NaN   \n",
       "43   ['substrate', 'polkadot', 'binance-chain', 'po...           NaN   \n",
       "44   ['platform', 'defi', 'oracles', 'smart-contrac...           NaN   \n",
       "45   ['mineable', 'pow', 'sha-256', 'store-of-value...  2.100000e+07   \n",
       "46   ['pos', 'smart-contracts', 'ethereum-ecosystem...           NaN   \n",
       "47   ['stablecoin', 'asset-backed-stablecoin', 'ava...           NaN   \n",
       "48   ['marketplace', 'centralized-exchange', 'payme...           NaN   \n",
       "49   ['pos', 'platform', 'solana-ecosystem', 'cms-h...           NaN   \n",
       "50   ['medium-of-exchange', 'stablecoin', 'asset-ba...           NaN   \n",
       "51   ['medium-of-exchange', 'enterprise-solutions',...  1.000000e+11   \n",
       "52   ['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...           NaN   \n",
       "53   ['mineable', 'pow', 'scrypt', 'medium-of-excha...           NaN   \n",
       "54   ['dpos', 'pos', 'platform', 'research', 'smart...  4.500000e+10   \n",
       "55   ['media', 'payments', 'tron-ecosystem', 'layer...           NaN   \n",
       "56   ['defi', 'smart-contracts', 'three-arrows-capi...  7.157487e+08   \n",
       "57   ['memes', 'ethereum-ecosystem', 'doggone-dogge...           NaN   \n",
       "58   ['substrate', 'polkadot', 'binance-chain', 'po...           NaN   \n",
       "59   ['platform', 'defi', 'oracles', 'smart-contrac...           NaN   \n",
       "60   ['mineable', 'pow', 'sha-256', 'store-of-value...  2.100000e+07   \n",
       "61   ['pos', 'smart-contracts', 'ethereum-ecosystem...           NaN   \n",
       "62   ['stablecoin', 'asset-backed-stablecoin', 'ava...           NaN   \n",
       "63   ['marketplace', 'centralized-exchange', 'payme...           NaN   \n",
       "64   ['pos', 'platform', 'solana-ecosystem', 'cms-h...           NaN   \n",
       "65   ['medium-of-exchange', 'stablecoin', 'asset-ba...           NaN   \n",
       "66   ['medium-of-exchange', 'enterprise-solutions',...  1.000000e+11   \n",
       "67   ['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...           NaN   \n",
       "68   ['mineable', 'pow', 'scrypt', 'medium-of-excha...           NaN   \n",
       "69   ['dpos', 'pos', 'platform', 'research', 'smart...  4.500000e+10   \n",
       "70   ['media', 'payments', 'tron-ecosystem', 'layer...           NaN   \n",
       "71   ['defi', 'smart-contracts', 'three-arrows-capi...  7.157487e+08   \n",
       "72   ['memes', 'ethereum-ecosystem', 'doggone-dogge...           NaN   \n",
       "73   ['substrate', 'polkadot', 'binance-chain', 'po...           NaN   \n",
       "74   ['platform', 'defi', 'oracles', 'smart-contrac...           NaN   \n",
       "75   ['mineable', 'pow', 'sha-256', 'store-of-value...  2.100000e+07   \n",
       "76   ['pos', 'smart-contracts', 'ethereum-ecosystem...           NaN   \n",
       "77   ['stablecoin', 'asset-backed-stablecoin', 'ava...           NaN   \n",
       "78   ['marketplace', 'centralized-exchange', 'payme...           NaN   \n",
       "79   ['pos', 'platform', 'solana-ecosystem', 'cms-h...           NaN   \n",
       "80   ['medium-of-exchange', 'stablecoin', 'asset-ba...           NaN   \n",
       "81   ['medium-of-exchange', 'enterprise-solutions',...  1.000000e+11   \n",
       "82   ['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...           NaN   \n",
       "83   ['mineable', 'pow', 'scrypt', 'medium-of-excha...           NaN   \n",
       "84   ['dpos', 'pos', 'platform', 'research', 'smart...  4.500000e+10   \n",
       "85   ['media', 'payments', 'tron-ecosystem', 'layer...           NaN   \n",
       "86   ['defi', 'smart-contracts', 'three-arrows-capi...  7.157487e+08   \n",
       "87   ['memes', 'ethereum-ecosystem', 'doggone-dogge...           NaN   \n",
       "88   ['substrate', 'polkadot', 'binance-chain', 'po...           NaN   \n",
       "89   ['platform', 'defi', 'oracles', 'smart-contrac...           NaN   \n",
       "90   ['mineable', 'pow', 'sha-256', 'store-of-value...  2.100000e+07   \n",
       "91   ['pos', 'smart-contracts', 'ethereum-ecosystem...           NaN   \n",
       "92   ['stablecoin', 'asset-backed-stablecoin', 'ava...           NaN   \n",
       "93   ['marketplace', 'centralized-exchange', 'payme...           NaN   \n",
       "94   ['pos', 'platform', 'solana-ecosystem', 'cms-h...           NaN   \n",
       "95   ['medium-of-exchange', 'stablecoin', 'asset-ba...           NaN   \n",
       "96   ['medium-of-exchange', 'enterprise-solutions',...  1.000000e+11   \n",
       "97   ['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...           NaN   \n",
       "98   ['mineable', 'pow', 'scrypt', 'medium-of-excha...           NaN   \n",
       "99   ['dpos', 'pos', 'platform', 'research', 'smart...  4.500000e+10   \n",
       "100  ['media', 'payments', 'tron-ecosystem', 'layer...           NaN   \n",
       "101  ['defi', 'smart-contracts', 'three-arrows-capi...  7.157487e+08   \n",
       "102  ['memes', 'ethereum-ecosystem', 'doggone-dogge...           NaN   \n",
       "103  ['substrate', 'polkadot', 'binance-chain', 'po...           NaN   \n",
       "104  ['platform', 'defi', 'oracles', 'smart-contrac...           NaN   \n",
       "105  ['mineable', 'pow', 'sha-256', 'store-of-value...  2.100000e+07   \n",
       "106  ['pos', 'smart-contracts', 'ethereum-ecosystem...           NaN   \n",
       "107  ['stablecoin', 'asset-backed-stablecoin', 'ava...           NaN   \n",
       "108  ['marketplace', 'centralized-exchange', 'payme...           NaN   \n",
       "109  ['pos', 'platform', 'solana-ecosystem', 'cms-h...           NaN   \n",
       "110  ['medium-of-exchange', 'stablecoin', 'asset-ba...           NaN   \n",
       "111  ['medium-of-exchange', 'enterprise-solutions',...  1.000000e+11   \n",
       "112  ['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...           NaN   \n",
       "113  ['mineable', 'pow', 'scrypt', 'medium-of-excha...           NaN   \n",
       "114  ['dpos', 'pos', 'platform', 'research', 'smart...  4.500000e+10   \n",
       "115  ['media', 'payments', 'tron-ecosystem', 'layer...           NaN   \n",
       "116  ['defi', 'smart-contracts', 'three-arrows-capi...  7.157487e+08   \n",
       "117  ['memes', 'ethereum-ecosystem', 'doggone-dogge...           NaN   \n",
       "118  ['substrate', 'polkadot', 'binance-chain', 'po...           NaN   \n",
       "119  ['platform', 'defi', 'oracles', 'smart-contrac...           NaN   \n",
       "120  ['mineable', 'pow', 'sha-256', 'store-of-value...  2.100000e+07   \n",
       "121  ['pos', 'smart-contracts', 'ethereum-ecosystem...           NaN   \n",
       "122  ['stablecoin', 'asset-backed-stablecoin', 'ava...           NaN   \n",
       "123  ['marketplace', 'centralized-exchange', 'payme...           NaN   \n",
       "124  ['pos', 'platform', 'solana-ecosystem', 'cms-h...           NaN   \n",
       "125  ['medium-of-exchange', 'stablecoin', 'asset-ba...           NaN   \n",
       "126  ['medium-of-exchange', 'enterprise-solutions',...  1.000000e+11   \n",
       "127  ['pos', 'layer-1', 'ftx-bankruptcy-estate', 'd...           NaN   \n",
       "128  ['mineable', 'pow', 'scrypt', 'medium-of-excha...           NaN   \n",
       "129  ['dpos', 'pos', 'platform', 'research', 'smart...  4.500000e+10   \n",
       "130  ['media', 'payments', 'tron-ecosystem', 'layer...           NaN   \n",
       "131  ['defi', 'smart-contracts', 'three-arrows-capi...  7.157487e+08   \n",
       "132  ['memes', 'ethereum-ecosystem', 'doggone-dogge...           NaN   \n",
       "133  ['substrate', 'polkadot', 'binance-chain', 'po...           NaN   \n",
       "134  ['platform', 'defi', 'oracles', 'smart-contrac...           NaN   \n",
       "\n",
       "     circulating_supply  total_supply  infinite_supply  platform  cmc_rank  \\\n",
       "0          1.971981e+07  1.971981e+07            False       NaN         1   \n",
       "1          1.202073e+08  1.202073e+08             True       NaN         2   \n",
       "2          1.122598e+11  1.160769e+11             True       NaN         3   \n",
       "3          1.475825e+08  1.475825e+08            False       NaN         4   \n",
       "4          4.636750e+08  5.798358e+08             True       NaN         5   \n",
       "5          3.401992e+10  3.401992e+10            False       NaN         6   \n",
       "6          5.572306e+10  9.998747e+10            False       NaN         7   \n",
       "7          2.506208e+09  5.108796e+09             True       NaN         8   \n",
       "8          1.450570e+11  1.450570e+11             True       NaN         9   \n",
       "9          3.587210e+10  3.703500e+10            False       NaN        10   \n",
       "10         8.714576e+10  8.714583e+10             True       NaN        11   \n",
       "11         3.943929e+08  4.437393e+08            False       NaN        12   \n",
       "12         5.892708e+14  5.895193e+14            False       NaN        13   \n",
       "13         1.437953e+09  1.437953e+09             True       NaN        14   \n",
       "14         6.081000e+08  1.000000e+09            False       NaN        15   \n",
       "15         1.971981e+07  1.971981e+07            False       NaN         1   \n",
       "16         1.202073e+08  1.202073e+08             True       NaN         2   \n",
       "17         1.122598e+11  1.160769e+11             True       NaN         3   \n",
       "18         1.475825e+08  1.475825e+08            False       NaN         4   \n",
       "19         4.636749e+08  5.798357e+08             True       NaN         5   \n",
       "20         3.401909e+10  3.401909e+10            False       NaN         6   \n",
       "21         5.572306e+10  9.998747e+10            False       NaN         7   \n",
       "22         2.506210e+09  5.108798e+09             True       NaN         8   \n",
       "23         1.450574e+11  1.450574e+11             True       NaN         9   \n",
       "24         3.587210e+10  3.703500e+10            False       NaN        10   \n",
       "25         8.714536e+10  8.714539e+10             True       NaN        11   \n",
       "26         3.943929e+08  4.437393e+08            False       NaN        12   \n",
       "27         5.892708e+14  5.895193e+14            False       NaN        13   \n",
       "28         1.437953e+09  1.437953e+09             True       NaN        14   \n",
       "29         6.081000e+08  1.000000e+09            False       NaN        15   \n",
       "30         1.971981e+07  1.971981e+07            False       NaN         1   \n",
       "31         1.202073e+08  1.202073e+08             True       NaN         2   \n",
       "32         1.122598e+11  1.160769e+11             True       NaN         3   \n",
       "33         1.475825e+08  1.475825e+08            False       NaN         4   \n",
       "34         4.636749e+08  5.798357e+08             True       NaN         5   \n",
       "35         3.401909e+10  3.401909e+10            False       NaN         6   \n",
       "36         5.572306e+10  9.998747e+10            False       NaN         7   \n",
       "37         2.506210e+09  5.108798e+09             True       NaN         8   \n",
       "38         1.450574e+11  1.450574e+11             True       NaN         9   \n",
       "39         3.587210e+10  3.703500e+10            False       NaN        10   \n",
       "40         8.714536e+10  8.714539e+10             True       NaN        11   \n",
       "41         3.943929e+08  4.437393e+08            False       NaN        12   \n",
       "42         5.892708e+14  5.895193e+14            False       NaN        13   \n",
       "43         1.437953e+09  1.437953e+09             True       NaN        14   \n",
       "44         6.081000e+08  1.000000e+09            False       NaN        15   \n",
       "45         1.971981e+07  1.971981e+07            False       NaN         1   \n",
       "46         1.202073e+08  1.202073e+08             True       NaN         2   \n",
       "47         1.122598e+11  1.160769e+11             True       NaN         3   \n",
       "48         1.475825e+08  1.475825e+08            False       NaN         4   \n",
       "49         4.636749e+08  5.798357e+08             True       NaN         5   \n",
       "50         3.401909e+10  3.401909e+10            False       NaN         6   \n",
       "51         5.572306e+10  9.998747e+10            False       NaN         7   \n",
       "52         2.506210e+09  5.108798e+09             True       NaN         8   \n",
       "53         1.450574e+11  1.450574e+11             True       NaN         9   \n",
       "54         3.587210e+10  3.703500e+10            False       NaN        10   \n",
       "55         8.714536e+10  8.714539e+10             True       NaN        11   \n",
       "56         3.943929e+08  4.437393e+08            False       NaN        12   \n",
       "57         5.892708e+14  5.895193e+14            False       NaN        13   \n",
       "58         1.437953e+09  1.437953e+09             True       NaN        14   \n",
       "59         6.081000e+08  1.000000e+09            False       NaN        15   \n",
       "60         1.971981e+07  1.971981e+07            False       NaN         1   \n",
       "61         1.202073e+08  1.202073e+08             True       NaN         2   \n",
       "62         1.122598e+11  1.160769e+11             True       NaN         3   \n",
       "63         1.475825e+08  1.475825e+08            False       NaN         4   \n",
       "64         4.636749e+08  5.798357e+08             True       NaN         5   \n",
       "65         3.401909e+10  3.401909e+10            False       NaN         6   \n",
       "66         5.572306e+10  9.998747e+10            False       NaN         7   \n",
       "67         2.506210e+09  5.108798e+09             True       NaN         8   \n",
       "68         1.450574e+11  1.450574e+11             True       NaN         9   \n",
       "69         3.587210e+10  3.703500e+10            False       NaN        10   \n",
       "70         8.714536e+10  8.714539e+10             True       NaN        11   \n",
       "71         3.943929e+08  4.437393e+08            False       NaN        12   \n",
       "72         5.892708e+14  5.895193e+14            False       NaN        13   \n",
       "73         1.437953e+09  1.437953e+09             True       NaN        14   \n",
       "74         6.081000e+08  1.000000e+09            False       NaN        15   \n",
       "75         1.971981e+07  1.971981e+07            False       NaN         1   \n",
       "76         1.202073e+08  1.202073e+08             True       NaN         2   \n",
       "77         1.122598e+11  1.160769e+11             True       NaN         3   \n",
       "78         1.475825e+08  1.475825e+08            False       NaN         4   \n",
       "79         4.636749e+08  5.798357e+08             True       NaN         5   \n",
       "80         3.401909e+10  3.401909e+10            False       NaN         6   \n",
       "81         5.572306e+10  9.998747e+10            False       NaN         7   \n",
       "82         2.506210e+09  5.108798e+09             True       NaN         8   \n",
       "83         1.450574e+11  1.450574e+11             True       NaN         9   \n",
       "84         3.587210e+10  3.703500e+10            False       NaN        10   \n",
       "85         8.714536e+10  8.714539e+10             True       NaN        11   \n",
       "86         3.943929e+08  4.437393e+08            False       NaN        12   \n",
       "87         5.892708e+14  5.895193e+14            False       NaN        13   \n",
       "88         1.437953e+09  1.437953e+09             True       NaN        14   \n",
       "89         6.081000e+08  1.000000e+09            False       NaN        15   \n",
       "90         1.971981e+07  1.971981e+07            False       NaN         1   \n",
       "91         1.202073e+08  1.202073e+08             True       NaN         2   \n",
       "92         1.122598e+11  1.160769e+11             True       NaN         3   \n",
       "93         1.475825e+08  1.475825e+08            False       NaN         4   \n",
       "94         4.636746e+08  5.798354e+08             True       NaN         5   \n",
       "95         3.405001e+10  3.405001e+10            False       NaN         6   \n",
       "96         5.572306e+10  9.998747e+10            False       NaN         7   \n",
       "97         2.506212e+09  5.108801e+09             True       NaN         8   \n",
       "98         1.450585e+11  1.450585e+11             True       NaN         9   \n",
       "99         3.587209e+10  3.703500e+10            False       NaN        10   \n",
       "100        8.714443e+10  8.714452e+10             True       NaN        11   \n",
       "101        3.943930e+08  4.437394e+08            False       NaN        12   \n",
       "102        5.892708e+14  5.895193e+14            False       NaN        13   \n",
       "103        1.437953e+09  1.437953e+09             True       NaN        14   \n",
       "104        6.081000e+08  1.000000e+09            False       NaN        15   \n",
       "105        1.971981e+07  1.971981e+07            False       NaN         1   \n",
       "106        1.202073e+08  1.202073e+08             True       NaN         2   \n",
       "107        1.122598e+11  1.160769e+11             True       NaN         3   \n",
       "108        1.475825e+08  1.475825e+08            False       NaN         4   \n",
       "109        4.636746e+08  5.798354e+08             True       NaN         5   \n",
       "110        3.405001e+10  3.405001e+10            False       NaN         6   \n",
       "111        5.572306e+10  9.998747e+10            False       NaN         7   \n",
       "112        2.506212e+09  5.108801e+09             True       NaN         8   \n",
       "113        1.450585e+11  1.450585e+11             True       NaN         9   \n",
       "114        3.587209e+10  3.703500e+10            False       NaN        10   \n",
       "115        8.714443e+10  8.714452e+10             True       NaN        11   \n",
       "116        3.943930e+08  4.437394e+08            False       NaN        12   \n",
       "117        5.892708e+14  5.895193e+14            False       NaN        13   \n",
       "118        1.437953e+09  1.437953e+09             True       NaN        14   \n",
       "119        6.081000e+08  1.000000e+09            False       NaN        15   \n",
       "120        1.971981e+07  1.971981e+07            False       NaN         1   \n",
       "121        1.202073e+08  1.202073e+08             True       NaN         2   \n",
       "122        1.122598e+11  1.160769e+11             True       NaN         3   \n",
       "123        1.475825e+08  1.475825e+08            False       NaN         4   \n",
       "124        4.636745e+08  5.798353e+08             True       NaN         5   \n",
       "125        3.403375e+10  3.403375e+10            False       NaN         6   \n",
       "126        5.572306e+10  9.998747e+10            False       NaN         7   \n",
       "127        2.506213e+09  5.108801e+09             True       NaN         8   \n",
       "128        1.450588e+11  1.450588e+11             True       NaN         9   \n",
       "129        3.587209e+10  3.703500e+10            False       NaN        10   \n",
       "130        8.714413e+10  8.714419e+10             True       NaN        11   \n",
       "131        3.943931e+08  4.437394e+08            False       NaN        12   \n",
       "132        5.892708e+14  5.895193e+14            False       NaN        13   \n",
       "133        1.437953e+09  1.437953e+09             True       NaN        14   \n",
       "134        6.081000e+08  1.000000e+09            False       NaN        15   \n",
       "\n",
       "     self_reported_circulating_supply  self_reported_market_cap  tvl_ratio  \\\n",
       "0                                 NaN                       NaN        NaN   \n",
       "1                                 NaN                       NaN        NaN   \n",
       "2                                 NaN                       NaN        NaN   \n",
       "3                                 NaN                       NaN        NaN   \n",
       "4                                 NaN                       NaN        NaN   \n",
       "5                                 NaN                       NaN        NaN   \n",
       "6                                 NaN                       NaN        NaN   \n",
       "7                        3.414167e+09              2.512517e+10        NaN   \n",
       "8                                 NaN                       NaN        NaN   \n",
       "9                                 NaN                       NaN        NaN   \n",
       "10                       7.165966e+10              9.318809e+09        NaN   \n",
       "11                                NaN                       NaN        NaN   \n",
       "12                                NaN                       NaN        NaN   \n",
       "13                       1.466895e+09              9.014573e+09        NaN   \n",
       "14                                NaN                       NaN        NaN   \n",
       "15                                NaN                       NaN        NaN   \n",
       "16                                NaN                       NaN        NaN   \n",
       "17                                NaN                       NaN        NaN   \n",
       "18                                NaN                       NaN        NaN   \n",
       "19                                NaN                       NaN        NaN   \n",
       "20                                NaN                       NaN        NaN   \n",
       "21                                NaN                       NaN        NaN   \n",
       "22                       3.414167e+09              2.502660e+10        NaN   \n",
       "23                                NaN                       NaN        NaN   \n",
       "24                                NaN                       NaN        NaN   \n",
       "25                       7.165966e+10              9.310183e+09        NaN   \n",
       "26                                NaN                       NaN        NaN   \n",
       "27                                NaN                       NaN        NaN   \n",
       "28                       1.466895e+09              8.947226e+09        NaN   \n",
       "29                                NaN                       NaN        NaN   \n",
       "30                                NaN                       NaN        NaN   \n",
       "31                                NaN                       NaN        NaN   \n",
       "32                                NaN                       NaN        NaN   \n",
       "33                                NaN                       NaN        NaN   \n",
       "34                                NaN                       NaN        NaN   \n",
       "35                                NaN                       NaN        NaN   \n",
       "36                                NaN                       NaN        NaN   \n",
       "37                       3.414167e+09              2.501879e+10        NaN   \n",
       "38                                NaN                       NaN        NaN   \n",
       "39                                NaN                       NaN        NaN   \n",
       "40                       7.165966e+10              9.314555e+09        NaN   \n",
       "41                                NaN                       NaN        NaN   \n",
       "42                                NaN                       NaN        NaN   \n",
       "43                       1.466895e+09              8.946774e+09        NaN   \n",
       "44                                NaN                       NaN        NaN   \n",
       "45                                NaN                       NaN        NaN   \n",
       "46                                NaN                       NaN        NaN   \n",
       "47                                NaN                       NaN        NaN   \n",
       "48                                NaN                       NaN        NaN   \n",
       "49                                NaN                       NaN        NaN   \n",
       "50                                NaN                       NaN        NaN   \n",
       "51                                NaN                       NaN        NaN   \n",
       "52                       3.414167e+09              2.501477e+10        NaN   \n",
       "53                                NaN                       NaN        NaN   \n",
       "54                                NaN                       NaN        NaN   \n",
       "55                       7.165966e+10              9.315492e+09        NaN   \n",
       "56                                NaN                       NaN        NaN   \n",
       "57                                NaN                       NaN        NaN   \n",
       "58                       1.466895e+09              8.946774e+09        NaN   \n",
       "59                                NaN                       NaN        NaN   \n",
       "60                                NaN                       NaN        NaN   \n",
       "61                                NaN                       NaN        NaN   \n",
       "62                                NaN                       NaN        NaN   \n",
       "63                                NaN                       NaN        NaN   \n",
       "64                                NaN                       NaN        NaN   \n",
       "65                                NaN                       NaN        NaN   \n",
       "66                                NaN                       NaN        NaN   \n",
       "67                       3.414167e+09              2.501873e+10        NaN   \n",
       "68                                NaN                       NaN        NaN   \n",
       "69                                NaN                       NaN        NaN   \n",
       "70                       7.165966e+10              9.314381e+09        NaN   \n",
       "71                                NaN                       NaN        NaN   \n",
       "72                                NaN                       NaN        NaN   \n",
       "73                       1.466895e+09              8.948975e+09        NaN   \n",
       "74                                NaN                       NaN        NaN   \n",
       "75                                NaN                       NaN        NaN   \n",
       "76                                NaN                       NaN        NaN   \n",
       "77                                NaN                       NaN        NaN   \n",
       "78                                NaN                       NaN        NaN   \n",
       "79                                NaN                       NaN        NaN   \n",
       "80                                NaN                       NaN        NaN   \n",
       "81                                NaN                       NaN        NaN   \n",
       "82                       3.414167e+09              2.502685e+10        NaN   \n",
       "83                                NaN                       NaN        NaN   \n",
       "84                                NaN                       NaN        NaN   \n",
       "85                       7.165966e+10              9.315537e+09        NaN   \n",
       "86                                NaN                       NaN        NaN   \n",
       "87                                NaN                       NaN        NaN   \n",
       "88                       1.466895e+09              8.948434e+09        NaN   \n",
       "89                                NaN                       NaN        NaN   \n",
       "90                                NaN                       NaN        NaN   \n",
       "91                                NaN                       NaN        NaN   \n",
       "92                                NaN                       NaN        NaN   \n",
       "93                                NaN                       NaN        NaN   \n",
       "94                                NaN                       NaN        NaN   \n",
       "95                                NaN                       NaN        NaN   \n",
       "96                                NaN                       NaN        NaN   \n",
       "97                       3.414167e+09              2.485014e+10        NaN   \n",
       "98                                NaN                       NaN        NaN   \n",
       "99                                NaN                       NaN        NaN   \n",
       "100                      7.165966e+10              9.348188e+09        NaN   \n",
       "101                               NaN                       NaN        NaN   \n",
       "102                               NaN                       NaN        NaN   \n",
       "103                      1.466899e+09              8.903001e+09        NaN   \n",
       "104                               NaN                       NaN        NaN   \n",
       "105                               NaN                       NaN        NaN   \n",
       "106                               NaN                       NaN        NaN   \n",
       "107                               NaN                       NaN        NaN   \n",
       "108                               NaN                       NaN        NaN   \n",
       "109                               NaN                       NaN        NaN   \n",
       "110                               NaN                       NaN        NaN   \n",
       "111                               NaN                       NaN        NaN   \n",
       "112                      3.414167e+09              2.485014e+10        NaN   \n",
       "113                               NaN                       NaN        NaN   \n",
       "114                               NaN                       NaN        NaN   \n",
       "115                      7.165966e+10              9.348188e+09        NaN   \n",
       "116                               NaN                       NaN        NaN   \n",
       "117                               NaN                       NaN        NaN   \n",
       "118                      1.466899e+09              8.903001e+09        NaN   \n",
       "119                               NaN                       NaN        NaN   \n",
       "120                               NaN                       NaN        NaN   \n",
       "121                               NaN                       NaN        NaN   \n",
       "122                               NaN                       NaN        NaN   \n",
       "123                               NaN                       NaN        NaN   \n",
       "124                               NaN                       NaN        NaN   \n",
       "125                               NaN                       NaN        NaN   \n",
       "126                               NaN                       NaN        NaN   \n",
       "127                      3.414167e+09              2.490270e+10        NaN   \n",
       "128                               NaN                       NaN        NaN   \n",
       "129                               NaN                       NaN        NaN   \n",
       "130                      7.165966e+10              9.354689e+09        NaN   \n",
       "131                               NaN                       NaN        NaN   \n",
       "132                               NaN                       NaN        NaN   \n",
       "133                      1.466899e+09              8.938784e+09        NaN   \n",
       "134                               NaN                       NaN        NaN   \n",
       "\n",
       "                 last_updated  quote.USD.price  quote.USD.volume_24h  \\\n",
       "0    2024-07-10T11:19:00.000Z     58550.854819          2.731600e+10   \n",
       "1    2024-07-10T11:18:00.000Z      3100.618600          1.413283e+10   \n",
       "2    2024-07-10T11:18:00.000Z         1.000041          4.918067e+10   \n",
       "3    2024-07-10T11:18:00.000Z       528.015023          1.611466e+09   \n",
       "4    2024-07-10T11:18:00.000Z       143.424897          2.071429e+09   \n",
       "5    2024-07-10T11:18:00.000Z         1.000015          5.317348e+09   \n",
       "6    2024-07-10T11:19:00.000Z         0.441311          9.418254e+08   \n",
       "7    2024-07-10T11:18:00.000Z         7.359093          2.359176e+08   \n",
       "8    2024-07-10T11:19:00.000Z         0.108899          5.516858e+08   \n",
       "9    2024-07-10T11:18:00.000Z         0.383817          2.610133e+08   \n",
       "10   2024-07-10T11:18:00.000Z         0.130043          2.759384e+08   \n",
       "11   2024-07-10T11:18:00.000Z        26.869427          2.930999e+08   \n",
       "12   2024-07-10T11:18:00.000Z         0.000017          2.662422e+08   \n",
       "13   2024-07-10T11:18:00.000Z         6.145342          1.580720e+08   \n",
       "14   2024-07-10T11:18:00.000Z        12.950349          3.382537e+08   \n",
       "15   2024-07-10T11:37:00.000Z     58476.211676          2.732294e+10   \n",
       "16   2024-07-10T11:36:00.000Z      3090.607032          1.411629e+10   \n",
       "17   2024-07-10T11:36:00.000Z         1.000174          4.920011e+10   \n",
       "18   2024-07-10T11:36:00.000Z       527.298820          1.608474e+09   \n",
       "19   2024-07-10T11:36:00.000Z       142.621073          2.072843e+09   \n",
       "20   2024-07-10T11:36:00.000Z         1.000146          5.319173e+09   \n",
       "21   2024-07-10T11:37:00.000Z         0.440872          9.461357e+08   \n",
       "22   2024-07-10T11:36:00.000Z         7.330222          2.368006e+08   \n",
       "23   2024-07-10T11:37:00.000Z         0.108573          5.498557e+08   \n",
       "24   2024-07-10T11:36:00.000Z         0.383057          2.612484e+08   \n",
       "25   2024-07-10T11:36:00.000Z         0.129922          2.761684e+08   \n",
       "26   2024-07-10T11:36:00.000Z        26.868720          2.936154e+08   \n",
       "27   2024-07-10T11:36:00.000Z         0.000017          2.652645e+08   \n",
       "28   2024-07-10T11:36:00.000Z         6.099431          1.599129e+08   \n",
       "29   2024-07-10T11:36:00.000Z        12.903780          3.375585e+08   \n",
       "30   2024-07-10T11:38:00.000Z     58528.840745          2.734206e+10   \n",
       "31   2024-07-10T11:37:00.000Z      3097.216961          1.411833e+10   \n",
       "32   2024-07-10T11:37:00.000Z         0.999970          4.922270e+10   \n",
       "33   2024-07-10T11:37:00.000Z       527.148796          1.608474e+09   \n",
       "34   2024-07-10T11:37:00.000Z       142.539781          2.073256e+09   \n",
       "35   2024-07-10T11:37:00.000Z         0.999893          5.321618e+09   \n",
       "36   2024-07-10T11:38:00.000Z         0.441093          9.481731e+08   \n",
       "37   2024-07-10T11:37:00.000Z         7.327934          2.368729e+08   \n",
       "38   2024-07-10T11:38:00.000Z         0.108926          5.497835e+08   \n",
       "39   2024-07-10T11:37:00.000Z         0.382761          2.612484e+08   \n",
       "40   2024-07-10T11:37:00.000Z         0.129983          2.761684e+08   \n",
       "41   2024-07-10T11:37:00.000Z        26.854782          2.936154e+08   \n",
       "42   2024-07-10T11:37:00.000Z         0.000017          2.652645e+08   \n",
       "43   2024-07-10T11:38:00.000Z         6.099123          1.602368e+08   \n",
       "44   2024-07-10T11:37:00.000Z        12.887659          3.375585e+08   \n",
       "45   2024-07-10T11:39:00.000Z     58484.862972          2.735218e+10   \n",
       "46   2024-07-10T11:38:00.000Z      3099.100810          1.411042e+10   \n",
       "47   2024-07-10T11:38:00.000Z         0.999943          4.923104e+10   \n",
       "48   2024-07-10T11:38:00.000Z       527.685108          1.609656e+09   \n",
       "49   2024-07-10T11:38:00.000Z       142.659866          2.072522e+09   \n",
       "50   2024-07-10T11:38:00.000Z         0.999961          5.326213e+09   \n",
       "51   2024-07-10T11:39:00.000Z         0.441067          9.487817e+08   \n",
       "52   2024-07-10T11:38:00.000Z         7.326756          2.369588e+08   \n",
       "53   2024-07-10T11:39:00.000Z         0.108881          5.539668e+08   \n",
       "54   2024-07-10T11:38:00.000Z         0.383109          2.608262e+08   \n",
       "55   2024-07-10T11:38:00.000Z         0.129996          2.764068e+08   \n",
       "56   2024-07-10T11:38:00.000Z        26.862787          2.938597e+08   \n",
       "57   2024-07-10T11:38:00.000Z         0.000017          2.653847e+08   \n",
       "58   2024-07-10T11:38:00.000Z         6.099123          1.602368e+08   \n",
       "59   2024-07-10T11:38:00.000Z        12.893990          3.372992e+08   \n",
       "60   2024-07-10T11:40:00.000Z     58521.541540          2.736465e+10   \n",
       "61   2024-07-10T11:39:00.000Z      3097.289064          1.411128e+10   \n",
       "62   2024-07-10T11:39:00.000Z         0.999918          4.924110e+10   \n",
       "63   2024-07-10T11:39:00.000Z       527.354295          1.609865e+09   \n",
       "64   2024-07-10T11:39:00.000Z       142.605030          2.072580e+09   \n",
       "65   2024-07-10T11:39:00.000Z         0.999960          5.326460e+09   \n",
       "66   2024-07-10T11:40:00.000Z         0.441558          9.492430e+08   \n",
       "67   2024-07-10T11:39:00.000Z         7.327917          2.369184e+08   \n",
       "68   2024-07-10T11:40:00.000Z         0.109304          5.544374e+08   \n",
       "69   2024-07-10T11:39:00.000Z         0.382992          2.609212e+08   \n",
       "70   2024-07-10T11:39:00.000Z         0.129981          2.764504e+08   \n",
       "71   2024-07-10T11:39:00.000Z        26.853183          2.940238e+08   \n",
       "72   2024-07-10T11:39:00.000Z         0.000017          2.657427e+08   \n",
       "73   2024-07-10T11:40:00.000Z         6.100623          1.603508e+08   \n",
       "74   2024-07-10T11:39:00.000Z        12.891575          3.373952e+08   \n",
       "75   2024-07-10T11:41:00.000Z     58527.214258          2.738195e+10   \n",
       "76   2024-07-10T11:40:00.000Z      3100.399679          1.411186e+10   \n",
       "77   2024-07-10T11:40:00.000Z         0.999999          4.926170e+10   \n",
       "78   2024-07-10T11:40:00.000Z       527.816374          1.610396e+09   \n",
       "79   2024-07-10T11:40:00.000Z       142.752896          2.070551e+09   \n",
       "80   2024-07-10T11:40:00.000Z         1.000012          5.326936e+09   \n",
       "81   2024-07-10T11:41:00.000Z         0.441652          9.496037e+08   \n",
       "82   2024-07-10T11:40:00.000Z         7.330296          2.368587e+08   \n",
       "83   2024-07-10T11:41:00.000Z         0.109330          5.549517e+08   \n",
       "84   2024-07-10T11:40:00.000Z         0.383224          2.612376e+08   \n",
       "85   2024-07-10T11:40:00.000Z         0.129997          2.764855e+08   \n",
       "86   2024-07-10T11:40:00.000Z        26.859866          2.939939e+08   \n",
       "87   2024-07-10T11:40:00.000Z         0.000017          2.657683e+08   \n",
       "88   2024-07-10T11:41:00.000Z         6.100254          1.606483e+08   \n",
       "89   2024-07-10T11:40:00.000Z        12.904616          3.373999e+08   \n",
       "90   2024-07-10T13:53:00.000Z     57615.240373          2.854856e+10   \n",
       "91   2024-07-10T13:52:00.000Z      3093.342325          1.456720e+10   \n",
       "92   2024-07-10T13:52:00.000Z         0.999968          5.105907e+10   \n",
       "93   2024-07-10T13:52:00.000Z       524.886004          1.647442e+09   \n",
       "94   2024-07-10T13:52:00.000Z       141.351592          2.243516e+09   \n",
       "95   2024-07-10T13:52:00.000Z         0.999939          5.662411e+09   \n",
       "96   2024-07-10T13:53:00.000Z         0.435459          9.861735e+08   \n",
       "97   2024-07-10T13:52:00.000Z         7.278537          2.468178e+08   \n",
       "98   2024-07-10T13:53:00.000Z         0.108361          5.776934e+08   \n",
       "99   2024-07-10T13:52:00.000Z         0.381931          2.726892e+08   \n",
       "100  2024-07-10T13:52:00.000Z         0.130453          2.871027e+08   \n",
       "101  2024-07-10T13:52:00.000Z        26.215558          3.043767e+08   \n",
       "102  2024-07-10T13:52:00.000Z         0.000016          2.725871e+08   \n",
       "103  2024-07-10T13:53:00.000Z         6.069266          1.832672e+08   \n",
       "104  2024-07-10T13:52:00.000Z        12.783059          3.343947e+08   \n",
       "105  2024-07-10T13:53:00.000Z     57615.240373          2.854856e+10   \n",
       "106  2024-07-10T13:52:00.000Z      3093.342325          1.456720e+10   \n",
       "107  2024-07-10T13:52:00.000Z         0.999968          5.105907e+10   \n",
       "108  2024-07-10T13:52:00.000Z       524.886004          1.647442e+09   \n",
       "109  2024-07-10T13:52:00.000Z       141.351592          2.243516e+09   \n",
       "110  2024-07-10T13:52:00.000Z         0.999939          5.662411e+09   \n",
       "111  2024-07-10T13:53:00.000Z         0.435459          9.861735e+08   \n",
       "112  2024-07-10T13:52:00.000Z         7.278537          2.468178e+08   \n",
       "113  2024-07-10T13:53:00.000Z         0.108361          5.776934e+08   \n",
       "114  2024-07-10T13:52:00.000Z         0.381931          2.726892e+08   \n",
       "115  2024-07-10T13:52:00.000Z         0.130453          2.871027e+08   \n",
       "116  2024-07-10T13:52:00.000Z        26.215558          3.043767e+08   \n",
       "117  2024-07-10T13:52:00.000Z         0.000016          2.725871e+08   \n",
       "118  2024-07-10T13:53:00.000Z         6.069266          1.832672e+08   \n",
       "119  2024-07-10T13:52:00.000Z        12.783059          3.343947e+08   \n",
       "120  2024-07-10T14:06:00.000Z     57842.226961          2.835003e+10   \n",
       "121  2024-07-10T14:06:00.000Z      3118.463442          1.451377e+10   \n",
       "122  2024-07-10T14:06:00.000Z         0.999803          5.089961e+10   \n",
       "123  2024-07-10T14:06:00.000Z       526.076971          1.643907e+09   \n",
       "124  2024-07-10T14:06:00.000Z       142.213832          2.231128e+09   \n",
       "125  2024-07-10T14:06:00.000Z         0.999876          5.666896e+09   \n",
       "126  2024-07-10T14:07:00.000Z         0.436590          9.799653e+08   \n",
       "127  2024-07-10T14:06:00.000Z         7.293934          2.449305e+08   \n",
       "128  2024-07-10T14:07:00.000Z         0.108993          5.757248e+08   \n",
       "129  2024-07-10T14:06:00.000Z         0.383305          2.714080e+08   \n",
       "130  2024-07-10T14:06:00.000Z         0.130543          2.837755e+08   \n",
       "131  2024-07-10T14:06:00.000Z        26.333662          3.021739e+08   \n",
       "132  2024-07-10T14:06:00.000Z         0.000017          2.695510e+08   \n",
       "133  2024-07-10T14:06:00.000Z         6.093659          1.842464e+08   \n",
       "134  2024-07-10T14:06:00.000Z        12.855335          3.304635e+08   \n",
       "\n",
       "     quote.USD.volume_change_24h  quote.USD.percent_change_1h  \\\n",
       "0                       -13.4961                     0.219782   \n",
       "1                       -24.9141                     0.456848   \n",
       "2                       -19.5798                     0.008209   \n",
       "3                       -11.8230                     0.884546   \n",
       "4                       -34.5586                     0.149718   \n",
       "5                       -20.5677                     0.008197   \n",
       "6                       -25.5937                     0.097698   \n",
       "7                       -21.5282                     0.487044   \n",
       "8                       -25.5555                     0.354963   \n",
       "9                       -29.5756                    -0.054093   \n",
       "10                      -21.2142                    -0.026606   \n",
       "11                      -29.5608                     0.563635   \n",
       "12                      -29.8624                     0.505088   \n",
       "13                      -33.1614                     0.125733   \n",
       "14                      -17.6241                     0.257600   \n",
       "15                      -13.2348                    -0.295825   \n",
       "16                      -24.9702                    -0.410651   \n",
       "17                      -19.3366                     0.026637   \n",
       "18                      -12.0509                     0.228400   \n",
       "19                      -34.5427                    -0.715035   \n",
       "20                      -19.9023                     0.025743   \n",
       "21                      -25.1579                    -0.308920   \n",
       "22                      -20.9369                     0.011927   \n",
       "23                      -25.8667                    -0.311706   \n",
       "24                      -29.2281                    -0.466904   \n",
       "25                      -20.9800                    -0.132519   \n",
       "26                      -29.1532                    -0.198525   \n",
       "27                      -30.0788                    -0.358209   \n",
       "28                      -32.5131                    -0.842402   \n",
       "29                      -17.8236                    -0.109289   \n",
       "30                      -13.1177                    -0.238686   \n",
       "31                      -24.9586                    -0.232620   \n",
       "32                      -19.2937                     0.012068   \n",
       "33                      -12.0415                     0.107452   \n",
       "34                      -34.5255                    -0.820201   \n",
       "35                      -19.8435                    -0.003201   \n",
       "36                      -24.9210                    -0.256055   \n",
       "37                      -20.9165                    -0.090180   \n",
       "38                      -25.8638                     0.012560   \n",
       "39                      -29.2236                    -0.578651   \n",
       "40                      -20.9680                    -0.048985   \n",
       "41                      -29.1487                    -0.225800   \n",
       "42                      -30.0850                    -0.596267   \n",
       "43                      -32.3585                    -0.967429   \n",
       "44                      -17.8260                    -0.317340   \n",
       "45                      -13.0869                    -0.363153   \n",
       "46                      -24.9869                    -0.181243   \n",
       "47                      -19.2371                     0.003792   \n",
       "48                      -11.9499                     0.203150   \n",
       "49                      -34.5386                    -0.763212   \n",
       "50                      -19.7251                     0.006277   \n",
       "51                      -24.8579                    -0.258943   \n",
       "52                      -20.8669                    -0.103762   \n",
       "53                      -25.3079                    -0.061942   \n",
       "54                      -29.4122                    -0.495213   \n",
       "55                      -20.9209                    -0.046203   \n",
       "56                      -29.0593                    -0.206571   \n",
       "57                      -30.0352                    -0.485783   \n",
       "58                      -32.3585                    -0.967429   \n",
       "59                      -17.9216                    -0.270868   \n",
       "60                      -13.0420                    -0.216975   \n",
       "61                      -24.9656                    -0.290749   \n",
       "62                      -19.2069                    -0.006880   \n",
       "63                      -11.9300                     0.122310   \n",
       "64                      -34.5555                    -0.807731   \n",
       "65                      -19.7081                     0.001809   \n",
       "66                      -24.7799                    -0.116421   \n",
       "67                      -20.8677                    -0.103313   \n",
       "68                      -25.2509                     0.272495   \n",
       "69                      -29.3555                    -0.541046   \n",
       "70                      -20.8907                    -0.060498   \n",
       "71                      -29.0266                    -0.245908   \n",
       "72                      -29.9332                    -0.538460   \n",
       "73                      -32.2985                    -0.868917   \n",
       "74                      -17.8959                    -0.295959   \n",
       "75                      -12.9346                    -0.256687   \n",
       "76                      -24.9535                    -0.147913   \n",
       "77                      -19.1660                     0.008417   \n",
       "78                      -11.9009                     0.203614   \n",
       "79                      -34.6429                    -0.735715   \n",
       "80                      -19.6797                     0.010431   \n",
       "81                      -24.6635                    -0.097829   \n",
       "82                      -20.9058                    -0.080246   \n",
       "83                      -25.1654                     0.287560   \n",
       "84                      -29.2699                    -0.515726   \n",
       "85                      -20.8803                    -0.077382   \n",
       "86                      -29.0337                    -0.283844   \n",
       "87                      -29.9265                    -0.372139   \n",
       "88                      -32.1487                    -0.874727   \n",
       "89                      -17.8947                    -0.234915   \n",
       "90                       -6.9991                    -0.632346   \n",
       "91                      -19.6354                    -0.068157   \n",
       "92                      -13.8732                    -0.013008   \n",
       "93                       -7.8652                    -0.209844   \n",
       "94                      -25.7799                    -0.098674   \n",
       "95                       -9.9678                    -0.017613   \n",
       "96                      -17.9638                    -0.613868   \n",
       "97                      -13.8908                    -0.223166   \n",
       "98                      -18.1649                    -0.355565   \n",
       "99                      -21.4930                    -0.385822   \n",
       "100                     -14.1629                     0.183948   \n",
       "101                     -23.1092                    -1.540515   \n",
       "102                     -24.2160                    -0.694386   \n",
       "103                     -17.1263                    -0.460515   \n",
       "104                     -17.1102                    -0.451005   \n",
       "105                      -6.9991                    -0.632346   \n",
       "106                     -19.6354                    -0.068157   \n",
       "107                     -13.8732                    -0.013008   \n",
       "108                      -7.8652                    -0.209844   \n",
       "109                     -25.7799                    -0.098674   \n",
       "110                      -9.9678                    -0.017613   \n",
       "111                     -17.9638                    -0.613868   \n",
       "112                     -13.8908                    -0.223166   \n",
       "113                     -18.1649                    -0.355565   \n",
       "114                     -21.4930                    -0.385822   \n",
       "115                     -14.1629                     0.183948   \n",
       "116                     -23.1092                    -1.540515   \n",
       "117                     -24.2160                    -0.694386   \n",
       "118                     -17.1263                    -0.460515   \n",
       "119                     -17.1102                    -0.451005   \n",
       "120                      -6.5423                    -0.451773   \n",
       "121                     -18.9584                     0.270629   \n",
       "122                     -13.3752                    -0.014901   \n",
       "123                      -6.5530                    -0.144420   \n",
       "124                     -25.2920                    -0.020348   \n",
       "125                      -9.4944                    -0.009113   \n",
       "126                     -16.4128                    -0.458867   \n",
       "127                     -11.9186                    -0.270199   \n",
       "128                     -17.4910                    -0.166804   \n",
       "129                     -21.5655                    -0.552218   \n",
       "130                     -13.1847                     0.097794   \n",
       "131                     -22.6426                    -1.352874   \n",
       "132                     -23.3533                    -0.177580   \n",
       "133                     -14.4586                    -0.491361   \n",
       "134                     -16.4004                    -0.420875   \n",
       "\n",
       "     quote.USD.percent_change_24h  quote.USD.percent_change_7d  \\\n",
       "0                        2.010349                    -2.772603   \n",
       "1                        0.942144                    -6.014569   \n",
       "2                       -0.006586                     0.147119   \n",
       "3                        2.718140                    -5.619854   \n",
       "4                        2.020602                    -0.273146   \n",
       "5                       -0.000823                    -0.000088   \n",
       "6                        1.490795                    -8.435141   \n",
       "7                        1.404314                    -5.604731   \n",
       "8                        1.021593                    -8.896264   \n",
       "9                        3.100040                    -5.695015   \n",
       "10                       0.962801                     0.819893   \n",
       "11                       5.446628                    -1.265150   \n",
       "12                       2.603290                     0.446721   \n",
       "13                       0.888403                     0.093563   \n",
       "14                      -0.879027                    -9.590766   \n",
       "15                       1.685425                    -2.687161   \n",
       "16                       0.082939                    -6.011344   \n",
       "17                       0.016388                     0.150175   \n",
       "18                       2.171613                    -5.572506   \n",
       "19                       1.011067                    -0.246575   \n",
       "20                       0.004698                     0.010499   \n",
       "21                       1.347415                    -8.442575   \n",
       "22                       0.893673                    -6.156562   \n",
       "23                       0.068541                    -8.480292   \n",
       "24                       2.576453                    -5.500336   \n",
       "25                       0.804376                     0.849022   \n",
       "26                       5.019691                    -1.130176   \n",
       "27                       1.691878                     0.720282   \n",
       "28                      -0.607924                    -0.134439   \n",
       "29                      -2.073497                    -9.670794   \n",
       "30                       1.797780                    -2.627272   \n",
       "31                       0.257770                    -5.901096   \n",
       "32                      -0.007536                     0.123486   \n",
       "33                       2.122842                    -5.564918   \n",
       "34                       0.890875                    -0.277517   \n",
       "35                      -0.015889                    -0.015536   \n",
       "36                       1.404040                    -8.410620   \n",
       "37                       0.829286                    -6.165289   \n",
       "38                       0.386129                    -8.206557   \n",
       "39                       2.511383                    -5.484396   \n",
       "40                       0.844356                     0.917012   \n",
       "41                       4.915770                    -1.139352   \n",
       "42                       1.554238                     0.585599   \n",
       "43                      -0.595480                    -0.086197   \n",
       "44                      -2.281706                    -9.660463   \n",
       "45                       1.766846                    -2.737928   \n",
       "46                       0.330171                    -5.867273   \n",
       "47                      -0.003008                     0.133162   \n",
       "48                       2.236914                    -5.511004   \n",
       "49                       0.973844                    -0.241730   \n",
       "50                      -0.002677                     0.009597   \n",
       "51                       1.400773                    -8.417653   \n",
       "52                       0.813333                    -6.187870   \n",
       "53                       0.352786                    -8.256411   \n",
       "54                       2.610428                    -5.403986   \n",
       "55                       0.861054                     0.918180   \n",
       "56                       4.941992                    -1.133924   \n",
       "57                       1.677922                     0.667740   \n",
       "58                      -0.595480                    -0.086197   \n",
       "59                      -2.227106                    -9.647545   \n",
       "60                       1.809644                    -2.693125   \n",
       "61                       0.286231                    -5.987468   \n",
       "62                      -0.003288                     0.129349   \n",
       "63                       2.177402                    -5.569520   \n",
       "64                       0.938205                    -0.310636   \n",
       "65                       0.005956                     0.012260   \n",
       "66                       1.527926                    -8.355405   \n",
       "67                       0.831043                    -6.179511   \n",
       "68                       0.744008                    -8.079266   \n",
       "69                       2.586721                    -5.409606   \n",
       "70                       0.846331                     0.909525   \n",
       "71                       4.911389                    -1.165527   \n",
       "72                       1.651719                     0.611365   \n",
       "73                      -0.508504                    -0.030078   \n",
       "74                      -2.247078                    -9.665387   \n",
       "75                       1.827393                    -2.702213   \n",
       "76                       0.373630                    -5.922541   \n",
       "77                       0.009566                     0.143233   \n",
       "78                       2.245121                    -5.545798   \n",
       "79                       0.927126                    -0.452262   \n",
       "80                       0.009527                     0.017552   \n",
       "81                       1.548245                    -8.336310   \n",
       "82                       0.887634                    -6.233161   \n",
       "83                       0.757204                    -8.049368   \n",
       "84                       2.668622                    -5.473502   \n",
       "85                       0.847585                     0.884615   \n",
       "86                       4.818062                    -1.236845   \n",
       "87                       1.847367                     0.546703   \n",
       "88                      -0.517181                    -0.016916   \n",
       "89                      -2.195101                    -9.717192   \n",
       "90                       0.967648                    -4.740099   \n",
       "91                       1.271477                    -6.487628   \n",
       "92                       0.009557                     0.141168   \n",
       "93                       1.987602                    -5.998969   \n",
       "94                       0.960941                    -1.336030   \n",
       "95                       0.006034                    -0.002226   \n",
       "96                       0.925106                    -8.583700   \n",
       "97                       0.378644                    -7.115525   \n",
       "98                       0.833367                    -9.216875   \n",
       "99                       3.270928                    -6.915408   \n",
       "100                      1.222723                     1.062822   \n",
       "101                      3.234888                    -3.607103   \n",
       "102                      1.257140                    -1.501430   \n",
       "103                      0.328428                    -1.388077   \n",
       "104                     -1.251426                   -11.133195   \n",
       "105                      0.967648                    -4.740099   \n",
       "106                      1.271477                    -6.487628   \n",
       "107                      0.009557                     0.141168   \n",
       "108                      1.987602                    -5.998969   \n",
       "109                      0.960941                    -1.336030   \n",
       "110                      0.006034                    -0.002226   \n",
       "111                      0.925106                    -8.583700   \n",
       "112                      0.378644                    -7.115525   \n",
       "113                      0.833367                    -9.216875   \n",
       "114                      3.270928                    -6.915408   \n",
       "115                      1.222723                     1.062822   \n",
       "116                      3.234888                    -3.607103   \n",
       "117                      1.257140                    -1.501430   \n",
       "118                      0.328428                    -1.388077   \n",
       "119                     -1.251426                   -11.133195   \n",
       "120                      1.150796                    -4.191065   \n",
       "121                      2.014336                    -5.746790   \n",
       "122                     -0.018170                     0.115742   \n",
       "123                      2.081431                    -5.866502   \n",
       "124                      1.198210                    -1.020559   \n",
       "125                     -0.016512                    -0.008819   \n",
       "126                      1.067884                    -8.492231   \n",
       "127                      0.507755                    -6.764140   \n",
       "128                      1.419901                    -8.685563   \n",
       "129                      3.109476                    -6.643688   \n",
       "130                      1.347462                     1.139986   \n",
       "131                      3.476823                    -3.082086   \n",
       "132                      1.825500                    -0.689675   \n",
       "133                      0.421395                    -1.369129   \n",
       "134                     -0.899720                   -10.897510   \n",
       "\n",
       "     quote.USD.percent_change_30d  quote.USD.percent_change_60d  \\\n",
       "0                      -15.586447                     -3.262675   \n",
       "1                      -15.604381                      7.302325   \n",
       "2                        0.034567                      0.035966   \n",
       "3                      -17.520482                    -10.182235   \n",
       "4                      -10.152155                      0.011384   \n",
       "5                        0.007197                      0.004695   \n",
       "6                      -11.292281                    -11.939792   \n",
       "7                        4.020624                     10.311485   \n",
       "8                      -24.738379                    -23.720784   \n",
       "9                      -14.447059                    -13.164084   \n",
       "10                      11.825209                      2.534171   \n",
       "11                     -17.675559                    -19.015633   \n",
       "12                     -28.089412                    -25.619576   \n",
       "13                      -5.284553                     -7.527000   \n",
       "14                     -18.947596                     -3.772528   \n",
       "15                     -15.694853                     -3.758961   \n",
       "16                     -15.838002                      6.403284   \n",
       "17                       0.045080                      0.056845   \n",
       "18                     -17.787988                    -10.568593   \n",
       "19                     -10.495815                     -1.048018   \n",
       "20                       0.023085                      0.019909   \n",
       "21                     -11.358233                    -12.310785   \n",
       "22                       3.562413                      9.967666   \n",
       "23                     -25.003190                    -24.306543   \n",
       "24                     -14.320938                    -13.519598   \n",
       "25                      11.765183                      2.344439   \n",
       "26                     -17.601436                    -19.333307   \n",
       "27                     -28.191820                    -26.009881   \n",
       "28                      -6.047068                     -8.609402   \n",
       "29                     -19.136761                     -4.370851   \n",
       "30                     -15.650109                     -3.645458   \n",
       "31                     -15.671093                      6.505816   \n",
       "32                       0.026775                     -0.004072   \n",
       "33                     -17.806290                    -10.613921   \n",
       "34                     -10.525519                     -1.276418   \n",
       "35                      -0.009058                     -0.007994   \n",
       "36                     -11.312369                    -12.265623   \n",
       "37                       3.530894                      9.818407   \n",
       "38                     -24.772793                    -24.063664   \n",
       "39                     -14.338049                    -13.678517   \n",
       "40                      11.843651                      2.344418   \n",
       "41                     -17.621512                    -19.497590   \n",
       "42                     -28.314068                    -26.222777   \n",
       "43                      -6.023717                     -8.718478   \n",
       "44                     -19.237243                     -4.637599   \n",
       "45                     -15.725880                     -3.736611   \n",
       "46                     -15.646015                      6.589191   \n",
       "47                       0.028622                      0.037465   \n",
       "48                     -17.722408                    -10.511939   \n",
       "49                     -10.458191                     -1.184045   \n",
       "50                       0.004942                     -0.000713   \n",
       "51                     -11.317859                    -12.277371   \n",
       "52                       3.505169                      9.798213   \n",
       "53                     -24.812169                    -24.102702   \n",
       "54                     -14.255215                    -13.605567   \n",
       "55                      11.858794                      2.347451   \n",
       "56                     -17.608369                    -19.464124   \n",
       "57                     -28.233927                    -26.132312   \n",
       "58                      -6.023717                     -8.718478   \n",
       "59                     -19.201017                     -4.597267   \n",
       "60                     -15.685229                     -3.637595   \n",
       "61                     -15.708290                      6.502634   \n",
       "62                       0.025839                      0.035968   \n",
       "63                     -17.830091                    -10.565007   \n",
       "64                     -10.498898                     -1.249767   \n",
       "65                       0.001772                      0.003120   \n",
       "66                     -11.218183                    -12.207481   \n",
       "67                       3.505030                      9.807541   \n",
       "68                     -24.601418                    -23.839574   \n",
       "69                     -14.272583                    -13.632912   \n",
       "70                      11.846255                      2.338673   \n",
       "71                     -17.651680                    -19.518593   \n",
       "72                     -28.272245                    -26.172100   \n",
       "73                      -6.063345                     -8.729444   \n",
       "74                     -19.221048                     -4.616811   \n",
       "75                     -15.701662                     -3.593748   \n",
       "76                     -15.627853                      6.672896   \n",
       "77                       0.033930                      0.045893   \n",
       "78                     -17.845024                    -10.510344   \n",
       "79                     -10.486953                     -1.220816   \n",
       "80                       0.004709                      0.005665   \n",
       "81                     -11.206885                    -12.180622   \n",
       "82                       3.454989                      9.752099   \n",
       "83                     -24.592379                    -23.813427   \n",
       "84                     -14.213108                    -13.615815   \n",
       "85                      11.869646                      2.345737   \n",
       "86                     -17.710574                    -19.551457   \n",
       "87                     -28.239874                    -26.057619   \n",
       "88                      -6.073401                     -8.723389   \n",
       "89                     -19.195308                     -4.557622   \n",
       "90                     -16.905067                     -5.393596   \n",
       "91                     -15.665247                      6.286315   \n",
       "92                       0.027734                      0.037380   \n",
       "93                     -18.551707                    -11.132641   \n",
       "94                     -10.782367                     -2.425091   \n",
       "95                      -0.006255                     -0.005745   \n",
       "96                     -12.484488                    -13.839680   \n",
       "97                       2.963532                      8.554632   \n",
       "98                     -24.839754                    -24.639702   \n",
       "99                     -13.283171                    -14.039560   \n",
       "100                     12.309994                      3.126846   \n",
       "101                    -19.127998                    -21.983236   \n",
       "102                    -28.715490                    -27.769858   \n",
       "103                     -5.683449                     -9.728508   \n",
       "104                    -19.354608                     -5.561157   \n",
       "105                    -16.905067                     -5.393596   \n",
       "106                    -15.665247                      6.286315   \n",
       "107                      0.027734                      0.037380   \n",
       "108                    -18.551707                    -11.132641   \n",
       "109                    -10.782367                     -2.425091   \n",
       "110                     -0.006255                     -0.005745   \n",
       "111                    -12.484488                    -13.839680   \n",
       "112                      2.963532                      8.554632   \n",
       "113                    -24.839754                    -24.639702   \n",
       "114                    -13.283171                    -14.039560   \n",
       "115                     12.309994                      3.126846   \n",
       "116                    -19.127998                    -21.983236   \n",
       "117                    -28.715490                    -27.769858   \n",
       "118                     -5.683449                     -9.728508   \n",
       "119                    -19.354608                     -5.561157   \n",
       "120                    -16.682965                     -5.024042   \n",
       "121                    -15.094309                      7.172562   \n",
       "122                      0.006977                      0.006583   \n",
       "123                    -18.368835                    -11.013196   \n",
       "124                    -10.444464                     -2.086633   \n",
       "125                     -0.012089                     -0.015814   \n",
       "126                    -12.241376                    -13.584787   \n",
       "127                      3.255284                      8.661118   \n",
       "128                    -24.550619                    -24.309537   \n",
       "129                    -12.950945                    -13.802738   \n",
       "130                     12.384536                      3.210145   \n",
       "131                    -18.967905                    -21.675644   \n",
       "132                    -28.134967                    -27.121721   \n",
       "133                     -5.472973                     -9.572883   \n",
       "134                    -19.003487                     -5.131629   \n",
       "\n",
       "     quote.USD.percent_change_90d  quote.USD.market_cap  \\\n",
       "0                      -16.956702          1.154612e+12   \n",
       "1                      -12.891210          3.727170e+11   \n",
       "2                        0.013306          1.122645e+11   \n",
       "3                      -11.686718          7.792580e+10   \n",
       "4                      -16.715248          6.650254e+10   \n",
       "5                       -0.006377          3.402043e+10   \n",
       "6                      -28.038734          2.459120e+10   \n",
       "7                       -0.640916          1.844342e+10   \n",
       "8                      -44.559132          1.579653e+10   \n",
       "9                      -34.588089          1.376833e+10   \n",
       "10                       8.649056          1.133266e+10   \n",
       "11                     -41.978415          1.059711e+10   \n",
       "12                     -39.792131          9.816262e+09   \n",
       "13                     -26.471486          8.836716e+09   \n",
       "14                     -25.293204          7.875107e+09   \n",
       "15                     -16.901947          1.153140e+12   \n",
       "16                     -13.002249          3.715135e+11   \n",
       "17                       0.032942          1.122793e+11   \n",
       "18                     -11.682569          7.782010e+10   \n",
       "19                     -17.118287          6.612981e+10   \n",
       "20                       0.018694          3.402406e+10   \n",
       "21                     -27.895455          2.456674e+10   \n",
       "22                      -1.298265          1.837108e+10   \n",
       "23                     -44.512216          1.574932e+10   \n",
       "24                     -34.591224          1.374104e+10   \n",
       "25                       8.537519          1.132212e+10   \n",
       "26                     -42.083008          1.059683e+10   \n",
       "27                     -39.941154          9.790697e+09   \n",
       "28                     -26.790856          8.770698e+09   \n",
       "29                     -25.426981          7.846788e+09   \n",
       "30                     -16.788522          1.154178e+12   \n",
       "31                     -12.773847          3.723081e+11   \n",
       "32                      -0.003929          1.122564e+11   \n",
       "33                     -11.636340          7.779796e+10   \n",
       "34                     -17.156553          6.609212e+10   \n",
       "35                      -0.008205          3.401546e+10   \n",
       "36                     -27.860457          2.457908e+10   \n",
       "37                      -1.352237          1.836534e+10   \n",
       "38                     -44.327638          1.580051e+10   \n",
       "39                     -34.615349          1.373044e+10   \n",
       "40                       8.597323          1.132744e+10   \n",
       "41                     -42.083088          1.059134e+10   \n",
       "42                     -39.960794          9.777850e+09   \n",
       "43                     -26.684928          8.770255e+09   \n",
       "44                     -25.476731          7.836985e+09   \n",
       "45                     -16.863669          1.153310e+12   \n",
       "46                     -12.630726          3.725346e+11   \n",
       "47                       0.002108          1.122534e+11   \n",
       "48                     -11.522474          7.787711e+10   \n",
       "49                     -17.054233          6.614780e+10   \n",
       "50                      -0.009451          3.401777e+10   \n",
       "51                     -27.865012          2.457759e+10   \n",
       "52                      -1.363772          1.836239e+10   \n",
       "53                     -44.360681          1.579402e+10   \n",
       "54                     -34.552296          1.374292e+10   \n",
       "55                       8.607119          1.132858e+10   \n",
       "56                     -42.051256          1.059449e+10   \n",
       "57                     -39.866624          9.789818e+09   \n",
       "58                     -26.684928          8.770255e+09   \n",
       "59                     -25.414148          7.840835e+09   \n",
       "60                     -16.734215          1.154034e+12   \n",
       "61                     -12.708657          3.723168e+11   \n",
       "62                      -0.000382          1.122506e+11   \n",
       "63                     -11.605045          7.782829e+10   \n",
       "64                     -17.100599          6.612237e+10   \n",
       "65                      -0.001398          3.401773e+10   \n",
       "66                     -27.752587          2.460494e+10   \n",
       "67                      -1.345269          1.836530e+10   \n",
       "68                     -44.113222          1.585530e+10   \n",
       "69                     -34.570406          1.373873e+10   \n",
       "70                       8.586185          1.132722e+10   \n",
       "71                     -42.075517          1.059071e+10   \n",
       "72                     -39.883412          9.786595e+09   \n",
       "73                     -26.593751          8.772412e+09   \n",
       "74                     -25.424284          7.839367e+09   \n",
       "75                     -16.606855          1.154145e+12   \n",
       "76                     -12.526740          3.726907e+11   \n",
       "77                      -0.009139          1.122597e+11   \n",
       "78                     -11.500117          7.789648e+10   \n",
       "79                     -16.936705          6.619094e+10   \n",
       "80                      -0.022547          3.401950e+10   \n",
       "81                     -27.725917          2.461019e+10   \n",
       "82                      -1.262374          1.837126e+10   \n",
       "83                     -44.082127          1.585910e+10   \n",
       "84                     -34.507960          1.374704e+10   \n",
       "85                       8.607343          1.132863e+10   \n",
       "86                     -42.036416          1.059334e+10   \n",
       "87                     -39.714646          9.806180e+09   \n",
       "88                     -26.570908          8.771882e+09   \n",
       "89                     -25.342175          7.847297e+09   \n",
       "90                     -17.596468          1.136162e+12   \n",
       "91                     -11.929742          3.718423e+11   \n",
       "92                      -0.013687          1.122562e+11   \n",
       "93                     -12.825293          7.746401e+10   \n",
       "94                     -17.832486          6.554114e+10   \n",
       "95                      -0.032082          3.404792e+10   \n",
       "96                     -28.429452          2.426509e+10   \n",
       "97                       0.160452          1.824156e+10   \n",
       "98                     -43.346031          1.571873e+10   \n",
       "99                     -34.311328          1.370068e+10   \n",
       "100                      9.376486          1.136822e+10   \n",
       "101                    -42.881010          1.033923e+10   \n",
       "102                    -40.140298          9.642011e+09   \n",
       "103                    -26.355608          8.727321e+09   \n",
       "104                    -25.444446          7.773378e+09   \n",
       "105                    -17.596468          1.136162e+12   \n",
       "106                    -11.929742          3.718423e+11   \n",
       "107                     -0.013687          1.122562e+11   \n",
       "108                    -12.825293          7.746401e+10   \n",
       "109                    -17.832486          6.554114e+10   \n",
       "110                     -0.032082          3.404792e+10   \n",
       "111                    -28.429452          2.426509e+10   \n",
       "112                      0.160452          1.824156e+10   \n",
       "113                    -43.346031          1.571873e+10   \n",
       "114                    -34.311328          1.370068e+10   \n",
       "115                      9.376486          1.136822e+10   \n",
       "116                    -42.881010          1.033923e+10   \n",
       "117                    -40.140298          9.642011e+09   \n",
       "118                    -26.355608          8.727321e+09   \n",
       "119                    -25.444446          7.773378e+09   \n",
       "120                    -17.527420          1.140638e+12   \n",
       "121                    -11.394618          3.748621e+11   \n",
       "122                     -0.035448          1.122377e+11   \n",
       "123                    -12.919851          7.763977e+10   \n",
       "124                    -17.503627          6.594092e+10   \n",
       "125                     -0.026611          3.402953e+10   \n",
       "126                    -28.403653          2.432814e+10   \n",
       "127                      0.384803          1.828015e+10   \n",
       "128                    -43.370680          1.581042e+10   \n",
       "129                    -34.180813          1.374995e+10   \n",
       "130                      9.275013          1.137608e+10   \n",
       "131                    -42.899574          1.038581e+10   \n",
       "132                    -39.839292          9.734160e+09   \n",
       "133                    -26.304904          8.762398e+09   \n",
       "134                    -25.235374          7.817329e+09   \n",
       "\n",
       "     quote.USD.market_cap_dominance  quote.USD.fully_diluted_market_cap  \\\n",
       "0                           53.6844                        1.229568e+12   \n",
       "1                           17.3269                        3.727170e+11   \n",
       "2                            5.2198                        1.160817e+11   \n",
       "3                            3.6232                        7.792580e+10   \n",
       "4                            3.0921                        8.316289e+10   \n",
       "5                            1.5815                        3.402043e+10   \n",
       "6                            1.1434                        4.413110e+10   \n",
       "7                            0.8575                        3.759611e+10   \n",
       "8                            0.7345                        1.579653e+10   \n",
       "9                            0.6402                        1.727177e+10   \n",
       "10                           0.5269                        1.133267e+10   \n",
       "11                           0.4927                        1.923176e+10   \n",
       "12                           0.4564                        9.820401e+09   \n",
       "13                           0.4109                        8.836716e+09   \n",
       "14                           0.3662                        1.295035e+10   \n",
       "15                          53.7433                        1.228000e+12   \n",
       "16                          17.3137                        3.715135e+11   \n",
       "17                           5.2333                        1.160970e+11   \n",
       "18                           3.6272                        7.782010e+10   \n",
       "19                           3.0823                        8.269679e+10   \n",
       "20                           1.5856                        3.402406e+10   \n",
       "21                           1.1450                        4.408720e+10   \n",
       "22                           0.8562                        3.744862e+10   \n",
       "23                           0.7340                        1.574932e+10   \n",
       "24                           0.6405                        1.723755e+10   \n",
       "25                           0.5278                        1.132212e+10   \n",
       "26                           0.4939                        1.923125e+10   \n",
       "27                           0.4563                        9.794825e+09   \n",
       "28                           0.4088                        8.770698e+09   \n",
       "29                           0.3657                        1.290378e+10   \n",
       "30                          53.7917                        1.229106e+12   \n",
       "31                          17.3507                        3.723081e+11   \n",
       "32                           5.2318                        1.160733e+11   \n",
       "33                           3.6259                        7.779796e+10   \n",
       "34                           3.0803                        8.264966e+10   \n",
       "35                           1.5852                        3.401546e+10   \n",
       "36                           1.1455                        4.410935e+10   \n",
       "37                           0.8559                        3.743693e+10   \n",
       "38                           0.7364                        1.580051e+10   \n",
       "39                           0.6399                        1.722424e+10   \n",
       "40                           0.5280                        1.132744e+10   \n",
       "41                           0.4936                        1.922128e+10   \n",
       "42                           0.4557                        9.781973e+09   \n",
       "43                           0.4087                        8.770255e+09   \n",
       "44                           0.3653                        1.288766e+10   \n",
       "45                          53.7513                        1.228182e+12   \n",
       "46                          17.3612                        3.725346e+11   \n",
       "47                           5.2317                        1.160703e+11   \n",
       "48                           3.6295                        7.787711e+10   \n",
       "49                           3.0829                        8.271929e+10   \n",
       "50                           1.5853                        3.401777e+10   \n",
       "51                           1.1455                        4.410667e+10   \n",
       "52                           0.8558                        3.743092e+10   \n",
       "53                           0.7361                        1.579402e+10   \n",
       "54                           0.6405                        1.723990e+10   \n",
       "55                           0.5284                        1.132858e+10   \n",
       "56                           0.4938                        1.922701e+10   \n",
       "57                           0.4563                        9.793946e+09   \n",
       "58                           0.4087                        8.770255e+09   \n",
       "59                           0.3654                        1.289399e+10   \n",
       "60                          53.7850                        1.228952e+12   \n",
       "61                          17.3511                        3.723168e+11   \n",
       "62                           5.2316                        1.160673e+11   \n",
       "63                           3.6273                        7.782829e+10   \n",
       "64                           3.0817                        8.268749e+10   \n",
       "65                           1.5853                        3.401773e+10   \n",
       "66                           1.1467                        4.415576e+10   \n",
       "67                           0.8559                        3.743685e+10   \n",
       "68                           0.7390                        1.585530e+10   \n",
       "69                           0.6403                        1.723464e+10   \n",
       "70                           0.5284                        1.132723e+10   \n",
       "71                           0.4936                        1.922013e+10   \n",
       "72                           0.4561                        9.790721e+09   \n",
       "73                           0.4088                        8.772412e+09   \n",
       "74                           0.3654                        1.289158e+10   \n",
       "75                          53.7781                        1.229071e+12   \n",
       "76                          17.3672                        3.726907e+11   \n",
       "77                           5.2320                        1.160767e+11   \n",
       "78                           3.6304                        7.789648e+10   \n",
       "79                           3.0849                        8.277323e+10   \n",
       "80                           1.5853                        3.401950e+10   \n",
       "81                           1.1470                        4.416517e+10   \n",
       "82                           0.8562                        3.744900e+10   \n",
       "83                           0.7391                        1.585910e+10   \n",
       "84                           0.6407                        1.724507e+10   \n",
       "85                           0.5284                        1.132863e+10   \n",
       "86                           0.4937                        1.922491e+10   \n",
       "87                           0.4570                        9.810315e+09   \n",
       "88                           0.4087                        8.771882e+09   \n",
       "89                           0.3657                        1.290462e+10   \n",
       "90                          53.3960                        1.209920e+12   \n",
       "91                          17.4754                        3.718423e+11   \n",
       "92                           5.2757                        1.160732e+11   \n",
       "93                           3.6406                        7.746401e+10   \n",
       "94                           3.0802                        8.196065e+10   \n",
       "95                           1.6001                        3.404792e+10   \n",
       "96                           1.1404                        4.354586e+10   \n",
       "97                           0.8573                        3.718459e+10   \n",
       "98                           0.7387                        1.571873e+10   \n",
       "99                           0.6439                        1.718691e+10   \n",
       "100                          0.5340                        1.136823e+10   \n",
       "101                          0.4859                        1.876375e+10   \n",
       "102                          0.4531                        9.646077e+09   \n",
       "103                          0.4102                        8.727321e+09   \n",
       "104                          0.3653                        1.278306e+10   \n",
       "105                         53.3960                        1.209920e+12   \n",
       "106                         17.4754                        3.718423e+11   \n",
       "107                          5.2757                        1.160732e+11   \n",
       "108                          3.6406                        7.746401e+10   \n",
       "109                          3.0802                        8.196065e+10   \n",
       "110                          1.6001                        3.404792e+10   \n",
       "111                          1.1404                        4.354586e+10   \n",
       "112                          0.8573                        3.718459e+10   \n",
       "113                          0.7387                        1.571873e+10   \n",
       "114                          0.6439                        1.718691e+10   \n",
       "115                          0.5340                        1.136823e+10   \n",
       "116                          0.4859                        1.876375e+10   \n",
       "117                          0.4531                        9.646077e+09   \n",
       "118                          0.4102                        8.727321e+09   \n",
       "119                          0.3653                        1.278306e+10   \n",
       "120                         53.4474                        1.214687e+12   \n",
       "121                         17.6076                        3.748621e+11   \n",
       "122                          5.2719                        1.160540e+11   \n",
       "123                          3.6468                        7.763977e+10   \n",
       "124                          3.0973                        8.246060e+10   \n",
       "125                          1.5984                        3.402953e+10   \n",
       "126                          1.1400                        4.365902e+10   \n",
       "127                          0.8566                        3.726326e+10   \n",
       "128                          0.7408                        1.581042e+10   \n",
       "129                          0.6458                        1.724872e+10   \n",
       "130                          0.5342                        1.137609e+10   \n",
       "131                          0.4878                        1.884828e+10   \n",
       "132                          0.4572                        9.738264e+09   \n",
       "133                          0.4106                        8.762398e+09   \n",
       "134                          0.3672                        1.285533e+10   \n",
       "\n",
       "     quote.USD.tvl    quote.USD.last_updated  platform.id platform.name  \\\n",
       "0              NaN  2024-07-10T11:19:00.000Z          NaN           NaN   \n",
       "1              NaN  2024-07-10T11:18:00.000Z          NaN           NaN   \n",
       "2              NaN  2024-07-10T11:18:00.000Z       1027.0      Ethereum   \n",
       "3              NaN  2024-07-10T11:18:00.000Z          NaN           NaN   \n",
       "4              NaN  2024-07-10T11:18:00.000Z          NaN           NaN   \n",
       "5              NaN  2024-07-10T11:18:00.000Z       1027.0      Ethereum   \n",
       "6              NaN  2024-07-10T11:19:00.000Z          NaN           NaN   \n",
       "7              NaN  2024-07-10T11:18:00.000Z          NaN           NaN   \n",
       "8              NaN  2024-07-10T11:19:00.000Z          NaN           NaN   \n",
       "9              NaN  2024-07-10T11:18:00.000Z          NaN           NaN   \n",
       "10             NaN  2024-07-10T11:18:00.000Z          NaN           NaN   \n",
       "11             NaN  2024-07-10T11:18:00.000Z          NaN           NaN   \n",
       "12             NaN  2024-07-10T11:18:00.000Z       1027.0      Ethereum   \n",
       "13             NaN  2024-07-10T11:18:00.000Z          NaN           NaN   \n",
       "14             NaN  2024-07-10T11:18:00.000Z       1027.0      Ethereum   \n",
       "15             NaN  2024-07-10T11:37:00.000Z          NaN           NaN   \n",
       "16             NaN  2024-07-10T11:36:00.000Z          NaN           NaN   \n",
       "17             NaN  2024-07-10T11:36:00.000Z       1027.0      Ethereum   \n",
       "18             NaN  2024-07-10T11:36:00.000Z          NaN           NaN   \n",
       "19             NaN  2024-07-10T11:36:00.000Z          NaN           NaN   \n",
       "20             NaN  2024-07-10T11:36:00.000Z       1027.0      Ethereum   \n",
       "21             NaN  2024-07-10T11:37:00.000Z          NaN           NaN   \n",
       "22             NaN  2024-07-10T11:36:00.000Z          NaN           NaN   \n",
       "23             NaN  2024-07-10T11:37:00.000Z          NaN           NaN   \n",
       "24             NaN  2024-07-10T11:36:00.000Z          NaN           NaN   \n",
       "25             NaN  2024-07-10T11:36:00.000Z          NaN           NaN   \n",
       "26             NaN  2024-07-10T11:36:00.000Z          NaN           NaN   \n",
       "27             NaN  2024-07-10T11:36:00.000Z       1027.0      Ethereum   \n",
       "28             NaN  2024-07-10T11:36:00.000Z          NaN           NaN   \n",
       "29             NaN  2024-07-10T11:36:00.000Z       1027.0      Ethereum   \n",
       "30             NaN  2024-07-10T11:38:00.000Z          NaN           NaN   \n",
       "31             NaN  2024-07-10T11:37:00.000Z          NaN           NaN   \n",
       "32             NaN  2024-07-10T11:37:00.000Z       1027.0      Ethereum   \n",
       "33             NaN  2024-07-10T11:37:00.000Z          NaN           NaN   \n",
       "34             NaN  2024-07-10T11:37:00.000Z          NaN           NaN   \n",
       "35             NaN  2024-07-10T11:37:00.000Z       1027.0      Ethereum   \n",
       "36             NaN  2024-07-10T11:38:00.000Z          NaN           NaN   \n",
       "37             NaN  2024-07-10T11:37:00.000Z          NaN           NaN   \n",
       "38             NaN  2024-07-10T11:38:00.000Z          NaN           NaN   \n",
       "39             NaN  2024-07-10T11:37:00.000Z          NaN           NaN   \n",
       "40             NaN  2024-07-10T11:37:00.000Z          NaN           NaN   \n",
       "41             NaN  2024-07-10T11:37:00.000Z          NaN           NaN   \n",
       "42             NaN  2024-07-10T11:37:00.000Z       1027.0      Ethereum   \n",
       "43             NaN  2024-07-10T11:38:00.000Z          NaN           NaN   \n",
       "44             NaN  2024-07-10T11:37:00.000Z       1027.0      Ethereum   \n",
       "45             NaN  2024-07-10T11:39:00.000Z          NaN           NaN   \n",
       "46             NaN  2024-07-10T11:38:00.000Z          NaN           NaN   \n",
       "47             NaN  2024-07-10T11:38:00.000Z       1027.0      Ethereum   \n",
       "48             NaN  2024-07-10T11:38:00.000Z          NaN           NaN   \n",
       "49             NaN  2024-07-10T11:38:00.000Z          NaN           NaN   \n",
       "50             NaN  2024-07-10T11:38:00.000Z       1027.0      Ethereum   \n",
       "51             NaN  2024-07-10T11:39:00.000Z          NaN           NaN   \n",
       "52             NaN  2024-07-10T11:38:00.000Z          NaN           NaN   \n",
       "53             NaN  2024-07-10T11:39:00.000Z          NaN           NaN   \n",
       "54             NaN  2024-07-10T11:38:00.000Z          NaN           NaN   \n",
       "55             NaN  2024-07-10T11:38:00.000Z          NaN           NaN   \n",
       "56             NaN  2024-07-10T11:38:00.000Z          NaN           NaN   \n",
       "57             NaN  2024-07-10T11:38:00.000Z       1027.0      Ethereum   \n",
       "58             NaN  2024-07-10T11:38:00.000Z          NaN           NaN   \n",
       "59             NaN  2024-07-10T11:38:00.000Z       1027.0      Ethereum   \n",
       "60             NaN  2024-07-10T11:40:00.000Z          NaN           NaN   \n",
       "61             NaN  2024-07-10T11:39:00.000Z          NaN           NaN   \n",
       "62             NaN  2024-07-10T11:39:00.000Z       1027.0      Ethereum   \n",
       "63             NaN  2024-07-10T11:39:00.000Z          NaN           NaN   \n",
       "64             NaN  2024-07-10T11:39:00.000Z          NaN           NaN   \n",
       "65             NaN  2024-07-10T11:39:00.000Z       1027.0      Ethereum   \n",
       "66             NaN  2024-07-10T11:40:00.000Z          NaN           NaN   \n",
       "67             NaN  2024-07-10T11:39:00.000Z          NaN           NaN   \n",
       "68             NaN  2024-07-10T11:40:00.000Z          NaN           NaN   \n",
       "69             NaN  2024-07-10T11:39:00.000Z          NaN           NaN   \n",
       "70             NaN  2024-07-10T11:39:00.000Z          NaN           NaN   \n",
       "71             NaN  2024-07-10T11:39:00.000Z          NaN           NaN   \n",
       "72             NaN  2024-07-10T11:39:00.000Z       1027.0      Ethereum   \n",
       "73             NaN  2024-07-10T11:40:00.000Z          NaN           NaN   \n",
       "74             NaN  2024-07-10T11:39:00.000Z       1027.0      Ethereum   \n",
       "75             NaN  2024-07-10T11:41:00.000Z          NaN           NaN   \n",
       "76             NaN  2024-07-10T11:40:00.000Z          NaN           NaN   \n",
       "77             NaN  2024-07-10T11:40:00.000Z       1027.0      Ethereum   \n",
       "78             NaN  2024-07-10T11:40:00.000Z          NaN           NaN   \n",
       "79             NaN  2024-07-10T11:40:00.000Z          NaN           NaN   \n",
       "80             NaN  2024-07-10T11:40:00.000Z       1027.0      Ethereum   \n",
       "81             NaN  2024-07-10T11:41:00.000Z          NaN           NaN   \n",
       "82             NaN  2024-07-10T11:40:00.000Z          NaN           NaN   \n",
       "83             NaN  2024-07-10T11:41:00.000Z          NaN           NaN   \n",
       "84             NaN  2024-07-10T11:40:00.000Z          NaN           NaN   \n",
       "85             NaN  2024-07-10T11:40:00.000Z          NaN           NaN   \n",
       "86             NaN  2024-07-10T11:40:00.000Z          NaN           NaN   \n",
       "87             NaN  2024-07-10T11:40:00.000Z       1027.0      Ethereum   \n",
       "88             NaN  2024-07-10T11:41:00.000Z          NaN           NaN   \n",
       "89             NaN  2024-07-10T11:40:00.000Z       1027.0      Ethereum   \n",
       "90             NaN  2024-07-10T13:53:00.000Z          NaN           NaN   \n",
       "91             NaN  2024-07-10T13:52:00.000Z          NaN           NaN   \n",
       "92             NaN  2024-07-10T13:52:00.000Z       1027.0      Ethereum   \n",
       "93             NaN  2024-07-10T13:52:00.000Z          NaN           NaN   \n",
       "94             NaN  2024-07-10T13:52:00.000Z          NaN           NaN   \n",
       "95             NaN  2024-07-10T13:52:00.000Z       1027.0      Ethereum   \n",
       "96             NaN  2024-07-10T13:53:00.000Z          NaN           NaN   \n",
       "97             NaN  2024-07-10T13:52:00.000Z          NaN           NaN   \n",
       "98             NaN  2024-07-10T13:53:00.000Z          NaN           NaN   \n",
       "99             NaN  2024-07-10T13:52:00.000Z          NaN           NaN   \n",
       "100            NaN  2024-07-10T13:52:00.000Z          NaN           NaN   \n",
       "101            NaN  2024-07-10T13:52:00.000Z          NaN           NaN   \n",
       "102            NaN  2024-07-10T13:52:00.000Z       1027.0      Ethereum   \n",
       "103            NaN  2024-07-10T13:53:00.000Z          NaN           NaN   \n",
       "104            NaN  2024-07-10T13:52:00.000Z       1027.0      Ethereum   \n",
       "105            NaN  2024-07-10T13:53:00.000Z          NaN           NaN   \n",
       "106            NaN  2024-07-10T13:52:00.000Z          NaN           NaN   \n",
       "107            NaN  2024-07-10T13:52:00.000Z       1027.0      Ethereum   \n",
       "108            NaN  2024-07-10T13:52:00.000Z          NaN           NaN   \n",
       "109            NaN  2024-07-10T13:52:00.000Z          NaN           NaN   \n",
       "110            NaN  2024-07-10T13:52:00.000Z       1027.0      Ethereum   \n",
       "111            NaN  2024-07-10T13:53:00.000Z          NaN           NaN   \n",
       "112            NaN  2024-07-10T13:52:00.000Z          NaN           NaN   \n",
       "113            NaN  2024-07-10T13:53:00.000Z          NaN           NaN   \n",
       "114            NaN  2024-07-10T13:52:00.000Z          NaN           NaN   \n",
       "115            NaN  2024-07-10T13:52:00.000Z          NaN           NaN   \n",
       "116            NaN  2024-07-10T13:52:00.000Z          NaN           NaN   \n",
       "117            NaN  2024-07-10T13:52:00.000Z       1027.0      Ethereum   \n",
       "118            NaN  2024-07-10T13:53:00.000Z          NaN           NaN   \n",
       "119            NaN  2024-07-10T13:52:00.000Z       1027.0      Ethereum   \n",
       "120            NaN  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "121            NaN  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "122            NaN  2024-07-10T14:06:00.000Z       1027.0      Ethereum   \n",
       "123            NaN  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "124            NaN  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "125            NaN  2024-07-10T14:06:00.000Z       1027.0      Ethereum   \n",
       "126            NaN  2024-07-10T14:07:00.000Z          NaN           NaN   \n",
       "127            NaN  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "128            NaN  2024-07-10T14:07:00.000Z          NaN           NaN   \n",
       "129            NaN  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "130            NaN  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "131            NaN  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "132            NaN  2024-07-10T14:06:00.000Z       1027.0      Ethereum   \n",
       "133            NaN  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "134            NaN  2024-07-10T14:06:00.000Z       1027.0      Ethereum   \n",
       "\n",
       "    platform.symbol platform.slug                      platform.token_address  \\\n",
       "0               NaN           NaN                                         NaN   \n",
       "1               NaN           NaN                                         NaN   \n",
       "2               ETH      ethereum  0xdac17f958d2ee523a2206206994597c13d831ec7   \n",
       "3               NaN           NaN                                         NaN   \n",
       "4               NaN           NaN                                         NaN   \n",
       "5               ETH      ethereum  0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48   \n",
       "6               NaN           NaN                                         NaN   \n",
       "7               NaN           NaN                                         NaN   \n",
       "8               NaN           NaN                                         NaN   \n",
       "9               NaN           NaN                                         NaN   \n",
       "10              NaN           NaN                                         NaN   \n",
       "11              NaN           NaN                                         NaN   \n",
       "12              ETH      ethereum  0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce   \n",
       "13              NaN           NaN                                         NaN   \n",
       "14              ETH      ethereum  0x514910771af9ca656af840dff83e8264ecf986ca   \n",
       "15              NaN           NaN                                         NaN   \n",
       "16              NaN           NaN                                         NaN   \n",
       "17              ETH      ethereum  0xdac17f958d2ee523a2206206994597c13d831ec7   \n",
       "18              NaN           NaN                                         NaN   \n",
       "19              NaN           NaN                                         NaN   \n",
       "20              ETH      ethereum  0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48   \n",
       "21              NaN           NaN                                         NaN   \n",
       "22              NaN           NaN                                         NaN   \n",
       "23              NaN           NaN                                         NaN   \n",
       "24              NaN           NaN                                         NaN   \n",
       "25              NaN           NaN                                         NaN   \n",
       "26              NaN           NaN                                         NaN   \n",
       "27              ETH      ethereum  0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce   \n",
       "28              NaN           NaN                                         NaN   \n",
       "29              ETH      ethereum  0x514910771af9ca656af840dff83e8264ecf986ca   \n",
       "30              NaN           NaN                                         NaN   \n",
       "31              NaN           NaN                                         NaN   \n",
       "32              ETH      ethereum  0xdac17f958d2ee523a2206206994597c13d831ec7   \n",
       "33              NaN           NaN                                         NaN   \n",
       "34              NaN           NaN                                         NaN   \n",
       "35              ETH      ethereum  0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48   \n",
       "36              NaN           NaN                                         NaN   \n",
       "37              NaN           NaN                                         NaN   \n",
       "38              NaN           NaN                                         NaN   \n",
       "39              NaN           NaN                                         NaN   \n",
       "40              NaN           NaN                                         NaN   \n",
       "41              NaN           NaN                                         NaN   \n",
       "42              ETH      ethereum  0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce   \n",
       "43              NaN           NaN                                         NaN   \n",
       "44              ETH      ethereum  0x514910771af9ca656af840dff83e8264ecf986ca   \n",
       "45              NaN           NaN                                         NaN   \n",
       "46              NaN           NaN                                         NaN   \n",
       "47              ETH      ethereum  0xdac17f958d2ee523a2206206994597c13d831ec7   \n",
       "48              NaN           NaN                                         NaN   \n",
       "49              NaN           NaN                                         NaN   \n",
       "50              ETH      ethereum  0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48   \n",
       "51              NaN           NaN                                         NaN   \n",
       "52              NaN           NaN                                         NaN   \n",
       "53              NaN           NaN                                         NaN   \n",
       "54              NaN           NaN                                         NaN   \n",
       "55              NaN           NaN                                         NaN   \n",
       "56              NaN           NaN                                         NaN   \n",
       "57              ETH      ethereum  0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce   \n",
       "58              NaN           NaN                                         NaN   \n",
       "59              ETH      ethereum  0x514910771af9ca656af840dff83e8264ecf986ca   \n",
       "60              NaN           NaN                                         NaN   \n",
       "61              NaN           NaN                                         NaN   \n",
       "62              ETH      ethereum  0xdac17f958d2ee523a2206206994597c13d831ec7   \n",
       "63              NaN           NaN                                         NaN   \n",
       "64              NaN           NaN                                         NaN   \n",
       "65              ETH      ethereum  0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48   \n",
       "66              NaN           NaN                                         NaN   \n",
       "67              NaN           NaN                                         NaN   \n",
       "68              NaN           NaN                                         NaN   \n",
       "69              NaN           NaN                                         NaN   \n",
       "70              NaN           NaN                                         NaN   \n",
       "71              NaN           NaN                                         NaN   \n",
       "72              ETH      ethereum  0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce   \n",
       "73              NaN           NaN                                         NaN   \n",
       "74              ETH      ethereum  0x514910771af9ca656af840dff83e8264ecf986ca   \n",
       "75              NaN           NaN                                         NaN   \n",
       "76              NaN           NaN                                         NaN   \n",
       "77              ETH      ethereum  0xdac17f958d2ee523a2206206994597c13d831ec7   \n",
       "78              NaN           NaN                                         NaN   \n",
       "79              NaN           NaN                                         NaN   \n",
       "80              ETH      ethereum  0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48   \n",
       "81              NaN           NaN                                         NaN   \n",
       "82              NaN           NaN                                         NaN   \n",
       "83              NaN           NaN                                         NaN   \n",
       "84              NaN           NaN                                         NaN   \n",
       "85              NaN           NaN                                         NaN   \n",
       "86              NaN           NaN                                         NaN   \n",
       "87              ETH      ethereum  0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce   \n",
       "88              NaN           NaN                                         NaN   \n",
       "89              ETH      ethereum  0x514910771af9ca656af840dff83e8264ecf986ca   \n",
       "90              NaN           NaN                                         NaN   \n",
       "91              NaN           NaN                                         NaN   \n",
       "92              ETH      ethereum  0xdac17f958d2ee523a2206206994597c13d831ec7   \n",
       "93              NaN           NaN                                         NaN   \n",
       "94              NaN           NaN                                         NaN   \n",
       "95              ETH      ethereum  0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48   \n",
       "96              NaN           NaN                                         NaN   \n",
       "97              NaN           NaN                                         NaN   \n",
       "98              NaN           NaN                                         NaN   \n",
       "99              NaN           NaN                                         NaN   \n",
       "100             NaN           NaN                                         NaN   \n",
       "101             NaN           NaN                                         NaN   \n",
       "102             ETH      ethereum  0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce   \n",
       "103             NaN           NaN                                         NaN   \n",
       "104             ETH      ethereum  0x514910771af9ca656af840dff83e8264ecf986ca   \n",
       "105             NaN           NaN                                         NaN   \n",
       "106             NaN           NaN                                         NaN   \n",
       "107             ETH      ethereum  0xdac17f958d2ee523a2206206994597c13d831ec7   \n",
       "108             NaN           NaN                                         NaN   \n",
       "109             NaN           NaN                                         NaN   \n",
       "110             ETH      ethereum  0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48   \n",
       "111             NaN           NaN                                         NaN   \n",
       "112             NaN           NaN                                         NaN   \n",
       "113             NaN           NaN                                         NaN   \n",
       "114             NaN           NaN                                         NaN   \n",
       "115             NaN           NaN                                         NaN   \n",
       "116             NaN           NaN                                         NaN   \n",
       "117             ETH      ethereum  0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce   \n",
       "118             NaN           NaN                                         NaN   \n",
       "119             ETH      ethereum  0x514910771af9ca656af840dff83e8264ecf986ca   \n",
       "120             NaN           NaN                                         NaN   \n",
       "121             NaN           NaN                                         NaN   \n",
       "122             ETH      ethereum  0xdac17f958d2ee523a2206206994597c13d831ec7   \n",
       "123             NaN           NaN                                         NaN   \n",
       "124             NaN           NaN                                         NaN   \n",
       "125             ETH      ethereum  0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48   \n",
       "126             NaN           NaN                                         NaN   \n",
       "127             NaN           NaN                                         NaN   \n",
       "128             NaN           NaN                                         NaN   \n",
       "129             NaN           NaN                                         NaN   \n",
       "130             NaN           NaN                                         NaN   \n",
       "131             NaN           NaN                                         NaN   \n",
       "132             ETH      ethereum  0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce   \n",
       "133             NaN           NaN                                         NaN   \n",
       "134             ETH      ethereum  0x514910771af9ca656af840dff83e8264ecf986ca   \n",
       "\n",
       "                      timestamp  \n",
       "0    2024-07-10 11:20:04.940075  \n",
       "1    2024-07-10 11:20:04.940075  \n",
       "2    2024-07-10 11:20:04.940075  \n",
       "3    2024-07-10 11:20:04.940075  \n",
       "4    2024-07-10 11:20:04.940075  \n",
       "5    2024-07-10 11:20:04.940075  \n",
       "6    2024-07-10 11:20:04.940075  \n",
       "7    2024-07-10 11:20:04.940075  \n",
       "8    2024-07-10 11:20:04.940075  \n",
       "9    2024-07-10 11:20:04.940075  \n",
       "10   2024-07-10 11:20:04.940075  \n",
       "11   2024-07-10 11:20:04.940075  \n",
       "12   2024-07-10 11:20:04.940075  \n",
       "13   2024-07-10 11:20:04.940075  \n",
       "14   2024-07-10 11:20:04.940075  \n",
       "15   2024-07-10 11:37:54.156266  \n",
       "16   2024-07-10 11:37:54.156266  \n",
       "17   2024-07-10 11:37:54.156266  \n",
       "18   2024-07-10 11:37:54.156266  \n",
       "19   2024-07-10 11:37:54.156266  \n",
       "20   2024-07-10 11:37:54.156266  \n",
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       "66   2024-07-10 11:40:54.948479  \n",
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       "68   2024-07-10 11:40:54.948479  \n",
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       "90   2024-07-10 13:55:07.389108  \n",
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       "107  2024-07-10 13:56:07.630057  \n",
       "108  2024-07-10 13:56:07.630057  \n",
       "109  2024-07-10 13:56:07.630057  \n",
       "110  2024-07-10 13:56:07.630057  \n",
       "111  2024-07-10 13:56:07.630057  \n",
       "112  2024-07-10 13:56:07.630057  \n",
       "113  2024-07-10 13:56:07.630057  \n",
       "114  2024-07-10 13:56:07.630057  \n",
       "115  2024-07-10 13:56:07.630057  \n",
       "116  2024-07-10 13:56:07.630057  \n",
       "117  2024-07-10 13:56:07.630057  \n",
       "118  2024-07-10 13:56:07.630057  \n",
       "119  2024-07-10 13:56:07.630057  \n",
       "120  2024-07-10 14:08:09.434399  \n",
       "121  2024-07-10 14:08:09.434399  \n",
       "122  2024-07-10 14:08:09.434399  \n",
       "123  2024-07-10 14:08:09.434399  \n",
       "124  2024-07-10 14:08:09.434399  \n",
       "125  2024-07-10 14:08:09.434399  \n",
       "126  2024-07-10 14:08:09.434399  \n",
       "127  2024-07-10 14:08:09.434399  \n",
       "128  2024-07-10 14:08:09.434399  \n",
       "129  2024-07-10 14:08:09.434399  \n",
       "130  2024-07-10 14:08:09.434399  \n",
       "131  2024-07-10 14:08:09.434399  \n",
       "132  2024-07-10 14:08:09.434399  \n",
       "133  2024-07-10 14:08:09.434399  \n",
       "134  2024-07-10 14:08:09.434399  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df72 = pd.read_csv(r'C:\\Users\\sweth\\OneDrive\\Documents\\Python Project\\csv files\\API.csv')\n",
    "df72"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "8902053b",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>BTC</td>\n",
       "      <td>bitcoin</td>\n",
       "      <td>11595</td>\n",
       "      <td>2010-07-13T00:00:00.000Z</td>\n",
       "      <td>[mineable, pow, sha-256, store-of-value, state...</td>\n",
       "      <td>2.100000e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>1.971981e+07</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>57842.226961</td>\n",
       "      <td>2.835003e+10</td>\n",
       "      <td>-6.5423</td>\n",
       "      <td>-0.451773</td>\n",
       "      <td>1.150796</td>\n",
       "      <td>-4.191065</td>\n",
       "      <td>-16.682965</td>\n",
       "      <td>-5.024042</td>\n",
       "      <td>-17.527420</td>\n",
       "      <td>1.140638e+12</td>\n",
       "      <td>53.4474</td>\n",
       "      <td>1.214687e+12</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1027</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>9126</td>\n",
       "      <td>2015-08-07T00:00:00.000Z</td>\n",
       "      <td>[pos, smart-contracts, ethereum-ecosystem, coi...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>1.202073e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>3118.463442</td>\n",
       "      <td>1.451377e+10</td>\n",
       "      <td>-18.9584</td>\n",
       "      <td>0.270629</td>\n",
       "      <td>2.014336</td>\n",
       "      <td>-5.746790</td>\n",
       "      <td>-15.094309</td>\n",
       "      <td>7.172562</td>\n",
       "      <td>-11.394618</td>\n",
       "      <td>3.748621e+11</td>\n",
       "      <td>17.6076</td>\n",
       "      <td>3.748621e+11</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>825</td>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>USDT</td>\n",
       "      <td>tether</td>\n",
       "      <td>91259</td>\n",
       "      <td>2015-02-25T00:00:00.000Z</td>\n",
       "      <td>[stablecoin, asset-backed-stablecoin, avalanch...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.122598e+11</td>\n",
       "      <td>1.160769e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>0.999803</td>\n",
       "      <td>5.089961e+10</td>\n",
       "      <td>-13.3752</td>\n",
       "      <td>-0.014901</td>\n",
       "      <td>-0.018170</td>\n",
       "      <td>0.115742</td>\n",
       "      <td>0.006977</td>\n",
       "      <td>0.006583</td>\n",
       "      <td>-0.035448</td>\n",
       "      <td>1.122377e+11</td>\n",
       "      <td>5.2719</td>\n",
       "      <td>1.160540e+11</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xdac17f958d2ee523a2206206994597c13d831ec7</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1839</td>\n",
       "      <td>BNB</td>\n",
       "      <td>BNB</td>\n",
       "      <td>bnb</td>\n",
       "      <td>2190</td>\n",
       "      <td>2017-07-25T00:00:00.000Z</td>\n",
       "      <td>[marketplace, centralized-exchange, payments, ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>1.475825e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>526.076971</td>\n",
       "      <td>1.643907e+09</td>\n",
       "      <td>-6.5530</td>\n",
       "      <td>-0.144420</td>\n",
       "      <td>2.081431</td>\n",
       "      <td>-5.866502</td>\n",
       "      <td>-18.368835</td>\n",
       "      <td>-11.013196</td>\n",
       "      <td>-12.919851</td>\n",
       "      <td>7.763977e+10</td>\n",
       "      <td>3.6468</td>\n",
       "      <td>7.763977e+10</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5426</td>\n",
       "      <td>Solana</td>\n",
       "      <td>SOL</td>\n",
       "      <td>solana</td>\n",
       "      <td>699</td>\n",
       "      <td>2020-04-10T00:00:00.000Z</td>\n",
       "      <td>[pos, platform, solana-ecosystem, cms-holdings...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.636745e+08</td>\n",
       "      <td>5.798353e+08</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>142.213832</td>\n",
       "      <td>2.231128e+09</td>\n",
       "      <td>-25.2920</td>\n",
       "      <td>-0.020348</td>\n",
       "      <td>1.198210</td>\n",
       "      <td>-1.020559</td>\n",
       "      <td>-10.444464</td>\n",
       "      <td>-2.086633</td>\n",
       "      <td>-17.503627</td>\n",
       "      <td>6.594092e+10</td>\n",
       "      <td>3.0973</td>\n",
       "      <td>8.246060e+10</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>3408</td>\n",
       "      <td>USDC</td>\n",
       "      <td>USDC</td>\n",
       "      <td>usd-coin</td>\n",
       "      <td>20894</td>\n",
       "      <td>2018-10-08T00:00:00.000Z</td>\n",
       "      <td>[medium-of-exchange, stablecoin, asset-backed-...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.403375e+10</td>\n",
       "      <td>3.403375e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>0.999876</td>\n",
       "      <td>5.666896e+09</td>\n",
       "      <td>-9.4944</td>\n",
       "      <td>-0.009113</td>\n",
       "      <td>-0.016512</td>\n",
       "      <td>-0.008819</td>\n",
       "      <td>-0.012089</td>\n",
       "      <td>-0.015814</td>\n",
       "      <td>-0.026611</td>\n",
       "      <td>3.402953e+10</td>\n",
       "      <td>1.5984</td>\n",
       "      <td>3.402953e+10</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>52</td>\n",
       "      <td>XRP</td>\n",
       "      <td>XRP</td>\n",
       "      <td>xrp</td>\n",
       "      <td>1351</td>\n",
       "      <td>2013-08-04T00:00:00.000Z</td>\n",
       "      <td>[medium-of-exchange, enterprise-solutions, arr...</td>\n",
       "      <td>1.000000e+11</td>\n",
       "      <td>5.572306e+10</td>\n",
       "      <td>9.998747e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:07:00.000Z</td>\n",
       "      <td>0.436590</td>\n",
       "      <td>9.799653e+08</td>\n",
       "      <td>-16.4128</td>\n",
       "      <td>-0.458867</td>\n",
       "      <td>1.067884</td>\n",
       "      <td>-8.492231</td>\n",
       "      <td>-12.241376</td>\n",
       "      <td>-13.584787</td>\n",
       "      <td>-28.403653</td>\n",
       "      <td>2.432814e+10</td>\n",
       "      <td>1.1400</td>\n",
       "      <td>4.365902e+10</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:07:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>11419</td>\n",
       "      <td>Toncoin</td>\n",
       "      <td>TON</td>\n",
       "      <td>toncoin</td>\n",
       "      <td>454</td>\n",
       "      <td>2021-08-26T13:40:22.000Z</td>\n",
       "      <td>[pos, layer-1, ftx-bankruptcy-estate, dwf-labs...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.506213e+09</td>\n",
       "      <td>5.108801e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8</td>\n",
       "      <td>3.414167e+09</td>\n",
       "      <td>2.490270e+10</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>7.293934</td>\n",
       "      <td>2.449305e+08</td>\n",
       "      <td>-11.9186</td>\n",
       "      <td>-0.270199</td>\n",
       "      <td>0.507755</td>\n",
       "      <td>-6.764140</td>\n",
       "      <td>3.255284</td>\n",
       "      <td>8.661118</td>\n",
       "      <td>0.384803</td>\n",
       "      <td>1.828015e+10</td>\n",
       "      <td>0.8566</td>\n",
       "      <td>3.726326e+10</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>74</td>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>DOGE</td>\n",
       "      <td>dogecoin</td>\n",
       "      <td>1021</td>\n",
       "      <td>2013-12-15T00:00:00.000Z</td>\n",
       "      <td>[mineable, pow, scrypt, medium-of-exchange, me...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.450588e+11</td>\n",
       "      <td>1.450588e+11</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:07:00.000Z</td>\n",
       "      <td>0.108993</td>\n",
       "      <td>5.757248e+08</td>\n",
       "      <td>-17.4910</td>\n",
       "      <td>-0.166804</td>\n",
       "      <td>1.419901</td>\n",
       "      <td>-8.685563</td>\n",
       "      <td>-24.550619</td>\n",
       "      <td>-24.309537</td>\n",
       "      <td>-43.370680</td>\n",
       "      <td>1.581042e+10</td>\n",
       "      <td>0.7408</td>\n",
       "      <td>1.581042e+10</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:07:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2010</td>\n",
       "      <td>Cardano</td>\n",
       "      <td>ADA</td>\n",
       "      <td>cardano</td>\n",
       "      <td>1210</td>\n",
       "      <td>2017-10-01T00:00:00.000Z</td>\n",
       "      <td>[dpos, pos, platform, research, smart-contract...</td>\n",
       "      <td>4.500000e+10</td>\n",
       "      <td>3.587209e+10</td>\n",
       "      <td>3.703500e+10</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>0.383305</td>\n",
       "      <td>2.714080e+08</td>\n",
       "      <td>-21.5655</td>\n",
       "      <td>-0.552218</td>\n",
       "      <td>3.109476</td>\n",
       "      <td>-6.643688</td>\n",
       "      <td>-12.950945</td>\n",
       "      <td>-13.802738</td>\n",
       "      <td>-34.180813</td>\n",
       "      <td>1.374995e+10</td>\n",
       "      <td>0.6458</td>\n",
       "      <td>1.724872e+10</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1958</td>\n",
       "      <td>TRON</td>\n",
       "      <td>TRX</td>\n",
       "      <td>tron</td>\n",
       "      <td>999</td>\n",
       "      <td>2017-09-13T00:00:00.000Z</td>\n",
       "      <td>[media, payments, tron-ecosystem, layer-1, dwf...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.714413e+10</td>\n",
       "      <td>8.714419e+10</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11</td>\n",
       "      <td>7.165966e+10</td>\n",
       "      <td>9.354689e+09</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>0.130543</td>\n",
       "      <td>2.837755e+08</td>\n",
       "      <td>-13.1847</td>\n",
       "      <td>0.097794</td>\n",
       "      <td>1.347462</td>\n",
       "      <td>1.139986</td>\n",
       "      <td>12.384536</td>\n",
       "      <td>3.210145</td>\n",
       "      <td>9.275013</td>\n",
       "      <td>1.137608e+10</td>\n",
       "      <td>0.5342</td>\n",
       "      <td>1.137609e+10</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>5805</td>\n",
       "      <td>Avalanche</td>\n",
       "      <td>AVAX</td>\n",
       "      <td>avalanche</td>\n",
       "      <td>750</td>\n",
       "      <td>2020-07-13T00:00:00.000Z</td>\n",
       "      <td>[defi, smart-contracts, three-arrows-capital-p...</td>\n",
       "      <td>7.157487e+08</td>\n",
       "      <td>3.943931e+08</td>\n",
       "      <td>4.437394e+08</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>26.333662</td>\n",
       "      <td>3.021739e+08</td>\n",
       "      <td>-22.6426</td>\n",
       "      <td>-1.352874</td>\n",
       "      <td>3.476823</td>\n",
       "      <td>-3.082086</td>\n",
       "      <td>-18.967905</td>\n",
       "      <td>-21.675644</td>\n",
       "      <td>-42.899574</td>\n",
       "      <td>1.038581e+10</td>\n",
       "      <td>0.4878</td>\n",
       "      <td>1.884828e+10</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>5994</td>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>SHIB</td>\n",
       "      <td>shiba-inu</td>\n",
       "      <td>844</td>\n",
       "      <td>2020-08-01T00:00:00.000Z</td>\n",
       "      <td>[memes, ethereum-ecosystem, doggone-doggerel]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.892708e+14</td>\n",
       "      <td>5.895193e+14</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>2.695510e+08</td>\n",
       "      <td>-23.3533</td>\n",
       "      <td>-0.177580</td>\n",
       "      <td>1.825500</td>\n",
       "      <td>-0.689675</td>\n",
       "      <td>-28.134967</td>\n",
       "      <td>-27.121721</td>\n",
       "      <td>-39.839292</td>\n",
       "      <td>9.734160e+09</td>\n",
       "      <td>0.4572</td>\n",
       "      <td>9.738264e+09</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>6636</td>\n",
       "      <td>Polkadot</td>\n",
       "      <td>DOT</td>\n",
       "      <td>polkadot-new</td>\n",
       "      <td>792</td>\n",
       "      <td>2020-08-19T00:00:00.000Z</td>\n",
       "      <td>[substrate, polkadot, binance-chain, polkadot-...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>1.437953e+09</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14</td>\n",
       "      <td>1.466899e+09</td>\n",
       "      <td>8.938784e+09</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>6.093659</td>\n",
       "      <td>1.842464e+08</td>\n",
       "      <td>-14.4586</td>\n",
       "      <td>-0.491361</td>\n",
       "      <td>0.421395</td>\n",
       "      <td>-1.369129</td>\n",
       "      <td>-5.472973</td>\n",
       "      <td>-9.572883</td>\n",
       "      <td>-26.304904</td>\n",
       "      <td>8.762398e+09</td>\n",
       "      <td>0.4106</td>\n",
       "      <td>8.762398e+09</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1975</td>\n",
       "      <td>Chainlink</td>\n",
       "      <td>LINK</td>\n",
       "      <td>chainlink</td>\n",
       "      <td>1813</td>\n",
       "      <td>2017-09-20T00:00:00.000Z</td>\n",
       "      <td>[platform, defi, oracles, smart-contracts, sub...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.081000e+08</td>\n",
       "      <td>1.000000e+09</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>12.855335</td>\n",
       "      <td>3.304635e+08</td>\n",
       "      <td>-16.4004</td>\n",
       "      <td>-0.420875</td>\n",
       "      <td>-0.899720</td>\n",
       "      <td>-10.897510</td>\n",
       "      <td>-19.003487</td>\n",
       "      <td>-5.131629</td>\n",
       "      <td>-25.235374</td>\n",
       "      <td>7.817329e+09</td>\n",
       "      <td>0.3672</td>\n",
       "      <td>1.285533e+10</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>1027.0</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x514910771af9ca656af840dff83e8264ecf986ca</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       id         name symbol          slug  num_market_pairs  \\\n",
       "0       1      Bitcoin    BTC       bitcoin             11595   \n",
       "1    1027     Ethereum    ETH      ethereum              9126   \n",
       "2     825  Tether USDt   USDT        tether             91259   \n",
       "3    1839          BNB    BNB           bnb              2190   \n",
       "4    5426       Solana    SOL        solana               699   \n",
       "5    3408         USDC   USDC      usd-coin             20894   \n",
       "6      52          XRP    XRP           xrp              1351   \n",
       "7   11419      Toncoin    TON       toncoin               454   \n",
       "8      74     Dogecoin   DOGE      dogecoin              1021   \n",
       "9    2010      Cardano    ADA       cardano              1210   \n",
       "10   1958         TRON    TRX          tron               999   \n",
       "11   5805    Avalanche   AVAX     avalanche               750   \n",
       "12   5994    Shiba Inu   SHIB     shiba-inu               844   \n",
       "13   6636     Polkadot    DOT  polkadot-new               792   \n",
       "14   1975    Chainlink   LINK     chainlink              1813   \n",
       "\n",
       "                  date_added  \\\n",
       "0   2010-07-13T00:00:00.000Z   \n",
       "1   2015-08-07T00:00:00.000Z   \n",
       "2   2015-02-25T00:00:00.000Z   \n",
       "3   2017-07-25T00:00:00.000Z   \n",
       "4   2020-04-10T00:00:00.000Z   \n",
       "5   2018-10-08T00:00:00.000Z   \n",
       "6   2013-08-04T00:00:00.000Z   \n",
       "7   2021-08-26T13:40:22.000Z   \n",
       "8   2013-12-15T00:00:00.000Z   \n",
       "9   2017-10-01T00:00:00.000Z   \n",
       "10  2017-09-13T00:00:00.000Z   \n",
       "11  2020-07-13T00:00:00.000Z   \n",
       "12  2020-08-01T00:00:00.000Z   \n",
       "13  2020-08-19T00:00:00.000Z   \n",
       "14  2017-09-20T00:00:00.000Z   \n",
       "\n",
       "                                                 tags    max_supply  \\\n",
       "0   [mineable, pow, sha-256, store-of-value, state...  2.100000e+07   \n",
       "1   [pos, smart-contracts, ethereum-ecosystem, coi...           NaN   \n",
       "2   [stablecoin, asset-backed-stablecoin, avalanch...           NaN   \n",
       "3   [marketplace, centralized-exchange, payments, ...           NaN   \n",
       "4   [pos, platform, solana-ecosystem, cms-holdings...           NaN   \n",
       "5   [medium-of-exchange, stablecoin, asset-backed-...           NaN   \n",
       "6   [medium-of-exchange, enterprise-solutions, arr...  1.000000e+11   \n",
       "7   [pos, layer-1, ftx-bankruptcy-estate, dwf-labs...           NaN   \n",
       "8   [mineable, pow, scrypt, medium-of-exchange, me...           NaN   \n",
       "9   [dpos, pos, platform, research, smart-contract...  4.500000e+10   \n",
       "10  [media, payments, tron-ecosystem, layer-1, dwf...           NaN   \n",
       "11  [defi, smart-contracts, three-arrows-capital-p...  7.157487e+08   \n",
       "12      [memes, ethereum-ecosystem, doggone-doggerel]           NaN   \n",
       "13  [substrate, polkadot, binance-chain, polkadot-...           NaN   \n",
       "14  [platform, defi, oracles, smart-contracts, sub...           NaN   \n",
       "\n",
       "    circulating_supply  total_supply  infinite_supply  platform  cmc_rank  \\\n",
       "0         1.971981e+07  1.971981e+07            False       NaN         1   \n",
       "1         1.202073e+08  1.202073e+08             True       NaN         2   \n",
       "2         1.122598e+11  1.160769e+11             True       NaN         3   \n",
       "3         1.475825e+08  1.475825e+08            False       NaN         4   \n",
       "4         4.636745e+08  5.798353e+08             True       NaN         5   \n",
       "5         3.403375e+10  3.403375e+10            False       NaN         6   \n",
       "6         5.572306e+10  9.998747e+10            False       NaN         7   \n",
       "7         2.506213e+09  5.108801e+09             True       NaN         8   \n",
       "8         1.450588e+11  1.450588e+11             True       NaN         9   \n",
       "9         3.587209e+10  3.703500e+10            False       NaN        10   \n",
       "10        8.714413e+10  8.714419e+10             True       NaN        11   \n",
       "11        3.943931e+08  4.437394e+08            False       NaN        12   \n",
       "12        5.892708e+14  5.895193e+14            False       NaN        13   \n",
       "13        1.437953e+09  1.437953e+09             True       NaN        14   \n",
       "14        6.081000e+08  1.000000e+09            False       NaN        15   \n",
       "\n",
       "    self_reported_circulating_supply  self_reported_market_cap tvl_ratio  \\\n",
       "0                                NaN                       NaN      None   \n",
       "1                                NaN                       NaN      None   \n",
       "2                                NaN                       NaN      None   \n",
       "3                                NaN                       NaN      None   \n",
       "4                                NaN                       NaN      None   \n",
       "5                                NaN                       NaN      None   \n",
       "6                                NaN                       NaN      None   \n",
       "7                       3.414167e+09              2.490270e+10      None   \n",
       "8                                NaN                       NaN      None   \n",
       "9                                NaN                       NaN      None   \n",
       "10                      7.165966e+10              9.354689e+09      None   \n",
       "11                               NaN                       NaN      None   \n",
       "12                               NaN                       NaN      None   \n",
       "13                      1.466899e+09              8.938784e+09      None   \n",
       "14                               NaN                       NaN      None   \n",
       "\n",
       "                last_updated  quote.USD.price  quote.USD.volume_24h  \\\n",
       "0   2024-07-10T14:06:00.000Z     57842.226961          2.835003e+10   \n",
       "1   2024-07-10T14:06:00.000Z      3118.463442          1.451377e+10   \n",
       "2   2024-07-10T14:06:00.000Z         0.999803          5.089961e+10   \n",
       "3   2024-07-10T14:06:00.000Z       526.076971          1.643907e+09   \n",
       "4   2024-07-10T14:06:00.000Z       142.213832          2.231128e+09   \n",
       "5   2024-07-10T14:06:00.000Z         0.999876          5.666896e+09   \n",
       "6   2024-07-10T14:07:00.000Z         0.436590          9.799653e+08   \n",
       "7   2024-07-10T14:06:00.000Z         7.293934          2.449305e+08   \n",
       "8   2024-07-10T14:07:00.000Z         0.108993          5.757248e+08   \n",
       "9   2024-07-10T14:06:00.000Z         0.383305          2.714080e+08   \n",
       "10  2024-07-10T14:06:00.000Z         0.130543          2.837755e+08   \n",
       "11  2024-07-10T14:06:00.000Z        26.333662          3.021739e+08   \n",
       "12  2024-07-10T14:06:00.000Z         0.000017          2.695510e+08   \n",
       "13  2024-07-10T14:06:00.000Z         6.093659          1.842464e+08   \n",
       "14  2024-07-10T14:06:00.000Z        12.855335          3.304635e+08   \n",
       "\n",
       "    quote.USD.volume_change_24h  quote.USD.percent_change_1h  \\\n",
       "0                       -6.5423                    -0.451773   \n",
       "1                      -18.9584                     0.270629   \n",
       "2                      -13.3752                    -0.014901   \n",
       "3                       -6.5530                    -0.144420   \n",
       "4                      -25.2920                    -0.020348   \n",
       "5                       -9.4944                    -0.009113   \n",
       "6                      -16.4128                    -0.458867   \n",
       "7                      -11.9186                    -0.270199   \n",
       "8                      -17.4910                    -0.166804   \n",
       "9                      -21.5655                    -0.552218   \n",
       "10                     -13.1847                     0.097794   \n",
       "11                     -22.6426                    -1.352874   \n",
       "12                     -23.3533                    -0.177580   \n",
       "13                     -14.4586                    -0.491361   \n",
       "14                     -16.4004                    -0.420875   \n",
       "\n",
       "    quote.USD.percent_change_24h  quote.USD.percent_change_7d  \\\n",
       "0                       1.150796                    -4.191065   \n",
       "1                       2.014336                    -5.746790   \n",
       "2                      -0.018170                     0.115742   \n",
       "3                       2.081431                    -5.866502   \n",
       "4                       1.198210                    -1.020559   \n",
       "5                      -0.016512                    -0.008819   \n",
       "6                       1.067884                    -8.492231   \n",
       "7                       0.507755                    -6.764140   \n",
       "8                       1.419901                    -8.685563   \n",
       "9                       3.109476                    -6.643688   \n",
       "10                      1.347462                     1.139986   \n",
       "11                      3.476823                    -3.082086   \n",
       "12                      1.825500                    -0.689675   \n",
       "13                      0.421395                    -1.369129   \n",
       "14                     -0.899720                   -10.897510   \n",
       "\n",
       "    quote.USD.percent_change_30d  quote.USD.percent_change_60d  \\\n",
       "0                     -16.682965                     -5.024042   \n",
       "1                     -15.094309                      7.172562   \n",
       "2                       0.006977                      0.006583   \n",
       "3                     -18.368835                    -11.013196   \n",
       "4                     -10.444464                     -2.086633   \n",
       "5                      -0.012089                     -0.015814   \n",
       "6                     -12.241376                    -13.584787   \n",
       "7                       3.255284                      8.661118   \n",
       "8                     -24.550619                    -24.309537   \n",
       "9                     -12.950945                    -13.802738   \n",
       "10                     12.384536                      3.210145   \n",
       "11                    -18.967905                    -21.675644   \n",
       "12                    -28.134967                    -27.121721   \n",
       "13                     -5.472973                     -9.572883   \n",
       "14                    -19.003487                     -5.131629   \n",
       "\n",
       "    quote.USD.percent_change_90d  quote.USD.market_cap  \\\n",
       "0                     -17.527420          1.140638e+12   \n",
       "1                     -11.394618          3.748621e+11   \n",
       "2                      -0.035448          1.122377e+11   \n",
       "3                     -12.919851          7.763977e+10   \n",
       "4                     -17.503627          6.594092e+10   \n",
       "5                      -0.026611          3.402953e+10   \n",
       "6                     -28.403653          2.432814e+10   \n",
       "7                       0.384803          1.828015e+10   \n",
       "8                     -43.370680          1.581042e+10   \n",
       "9                     -34.180813          1.374995e+10   \n",
       "10                      9.275013          1.137608e+10   \n",
       "11                    -42.899574          1.038581e+10   \n",
       "12                    -39.839292          9.734160e+09   \n",
       "13                    -26.304904          8.762398e+09   \n",
       "14                    -25.235374          7.817329e+09   \n",
       "\n",
       "    quote.USD.market_cap_dominance  quote.USD.fully_diluted_market_cap  \\\n",
       "0                          53.4474                        1.214687e+12   \n",
       "1                          17.6076                        3.748621e+11   \n",
       "2                           5.2719                        1.160540e+11   \n",
       "3                           3.6468                        7.763977e+10   \n",
       "4                           3.0973                        8.246060e+10   \n",
       "5                           1.5984                        3.402953e+10   \n",
       "6                           1.1400                        4.365902e+10   \n",
       "7                           0.8566                        3.726326e+10   \n",
       "8                           0.7408                        1.581042e+10   \n",
       "9                           0.6458                        1.724872e+10   \n",
       "10                          0.5342                        1.137609e+10   \n",
       "11                          0.4878                        1.884828e+10   \n",
       "12                          0.4572                        9.738264e+09   \n",
       "13                          0.4106                        8.762398e+09   \n",
       "14                          0.3672                        1.285533e+10   \n",
       "\n",
       "   quote.USD.tvl    quote.USD.last_updated  platform.id platform.name  \\\n",
       "0           None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "1           None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "2           None  2024-07-10T14:06:00.000Z       1027.0      Ethereum   \n",
       "3           None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "4           None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "5           None  2024-07-10T14:06:00.000Z       1027.0      Ethereum   \n",
       "6           None  2024-07-10T14:07:00.000Z          NaN           NaN   \n",
       "7           None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "8           None  2024-07-10T14:07:00.000Z          NaN           NaN   \n",
       "9           None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "10          None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "11          None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "12          None  2024-07-10T14:06:00.000Z       1027.0      Ethereum   \n",
       "13          None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "14          None  2024-07-10T14:06:00.000Z       1027.0      Ethereum   \n",
       "\n",
       "   platform.symbol platform.slug                      platform.token_address  \\\n",
       "0              NaN           NaN                                         NaN   \n",
       "1              NaN           NaN                                         NaN   \n",
       "2              ETH      ethereum  0xdac17f958d2ee523a2206206994597c13d831ec7   \n",
       "3              NaN           NaN                                         NaN   \n",
       "4              NaN           NaN                                         NaN   \n",
       "5              ETH      ethereum  0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48   \n",
       "6              NaN           NaN                                         NaN   \n",
       "7              NaN           NaN                                         NaN   \n",
       "8              NaN           NaN                                         NaN   \n",
       "9              NaN           NaN                                         NaN   \n",
       "10             NaN           NaN                                         NaN   \n",
       "11             NaN           NaN                                         NaN   \n",
       "12             ETH      ethereum  0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce   \n",
       "13             NaN           NaN                                         NaN   \n",
       "14             ETH      ethereum  0x514910771af9ca656af840dff83e8264ecf986ca   \n",
       "\n",
       "                    timestamp  \n",
       "0  2024-07-10 14:08:09.434399  \n",
       "1  2024-07-10 14:08:09.434399  \n",
       "2  2024-07-10 14:08:09.434399  \n",
       "3  2024-07-10 14:08:09.434399  \n",
       "4  2024-07-10 14:08:09.434399  \n",
       "5  2024-07-10 14:08:09.434399  \n",
       "6  2024-07-10 14:08:09.434399  \n",
       "7  2024-07-10 14:08:09.434399  \n",
       "8  2024-07-10 14:08:09.434399  \n",
       "9  2024-07-10 14:08:09.434399  \n",
       "10 2024-07-10 14:08:09.434399  \n",
       "11 2024-07-10 14:08:09.434399  \n",
       "12 2024-07-10 14:08:09.434399  \n",
       "13 2024-07-10 14:08:09.434399  \n",
       "14 2024-07-10 14:08:09.434399  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "b7c56101",
   "metadata": {},
   "outputs": [],
   "source": [
    "# One thing I noticed was the scientific notation. I like it, but I want to be able to see the numbers in this case\n",
    "\n",
    "pd.set_option('display.float_format', lambda x: '%.5f' % x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "56b5a577",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>name</th>\n",
       "      <th>symbol</th>\n",
       "      <th>slug</th>\n",
       "      <th>num_market_pairs</th>\n",
       "      <th>date_added</th>\n",
       "      <th>tags</th>\n",
       "      <th>max_supply</th>\n",
       "      <th>circulating_supply</th>\n",
       "      <th>total_supply</th>\n",
       "      <th>infinite_supply</th>\n",
       "      <th>platform</th>\n",
       "      <th>cmc_rank</th>\n",
       "      <th>self_reported_circulating_supply</th>\n",
       "      <th>self_reported_market_cap</th>\n",
       "      <th>tvl_ratio</th>\n",
       "      <th>last_updated</th>\n",
       "      <th>quote.USD.price</th>\n",
       "      <th>quote.USD.volume_24h</th>\n",
       "      <th>quote.USD.volume_change_24h</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <th>quote.USD.market_cap</th>\n",
       "      <th>quote.USD.market_cap_dominance</th>\n",
       "      <th>quote.USD.fully_diluted_market_cap</th>\n",
       "      <th>quote.USD.tvl</th>\n",
       "      <th>quote.USD.last_updated</th>\n",
       "      <th>platform.id</th>\n",
       "      <th>platform.name</th>\n",
       "      <th>platform.symbol</th>\n",
       "      <th>platform.slug</th>\n",
       "      <th>platform.token_address</th>\n",
       "      <th>timestamp</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>BTC</td>\n",
       "      <td>bitcoin</td>\n",
       "      <td>11595</td>\n",
       "      <td>2010-07-13T00:00:00.000Z</td>\n",
       "      <td>[mineable, pow, sha-256, store-of-value, state...</td>\n",
       "      <td>21000000.00000</td>\n",
       "      <td>19719809.00000</td>\n",
       "      <td>19719809.00000</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>57842.22696</td>\n",
       "      <td>28350029473.67854</td>\n",
       "      <td>-6.54230</td>\n",
       "      <td>-0.45177</td>\n",
       "      <td>1.15080</td>\n",
       "      <td>-4.19106</td>\n",
       "      <td>-16.68297</td>\n",
       "      <td>-5.02404</td>\n",
       "      <td>-17.52742</td>\n",
       "      <td>1140637667808.61694</td>\n",
       "      <td>53.44740</td>\n",
       "      <td>1214686766184.23999</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1027</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>9126</td>\n",
       "      <td>2015-08-07T00:00:00.000Z</td>\n",
       "      <td>[pos, smart-contracts, ethereum-ecosystem, coi...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>120207304.75119</td>\n",
       "      <td>120207304.75119</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>3118.46344</td>\n",
       "      <td>14513771541.99701</td>\n",
       "      <td>-18.95840</td>\n",
       "      <td>0.27063</td>\n",
       "      <td>2.01434</td>\n",
       "      <td>-5.74679</td>\n",
       "      <td>-15.09431</td>\n",
       "      <td>7.17256</td>\n",
       "      <td>-11.39462</td>\n",
       "      <td>374862085368.49353</td>\n",
       "      <td>17.60760</td>\n",
       "      <td>374862085368.48999</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>825</td>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>USDT</td>\n",
       "      <td>tether</td>\n",
       "      <td>91259</td>\n",
       "      <td>2015-02-25T00:00:00.000Z</td>\n",
       "      <td>[stablecoin, asset-backed-stablecoin, avalanch...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>112259808785.14278</td>\n",
       "      <td>116076856616.98984</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>0.99980</td>\n",
       "      <td>50899605681.59818</td>\n",
       "      <td>-13.37520</td>\n",
       "      <td>-0.01490</td>\n",
       "      <td>-0.01817</td>\n",
       "      <td>0.11574</td>\n",
       "      <td>0.00698</td>\n",
       "      <td>0.00658</td>\n",
       "      <td>-0.03545</td>\n",
       "      <td>112237672244.05406</td>\n",
       "      <td>5.27190</td>\n",
       "      <td>116053967391.24001</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>1027.00000</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xdac17f958d2ee523a2206206994597c13d831ec7</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1839</td>\n",
       "      <td>BNB</td>\n",
       "      <td>BNB</td>\n",
       "      <td>bnb</td>\n",
       "      <td>2190</td>\n",
       "      <td>2017-07-25T00:00:00.000Z</td>\n",
       "      <td>[marketplace, centralized-exchange, payments, ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>147582532.35529</td>\n",
       "      <td>147582532.35529</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>526.07697</td>\n",
       "      <td>1643907346.04451</td>\n",
       "      <td>-6.55300</td>\n",
       "      <td>-0.14442</td>\n",
       "      <td>2.08143</td>\n",
       "      <td>-5.86650</td>\n",
       "      <td>-18.36884</td>\n",
       "      <td>-11.01320</td>\n",
       "      <td>-12.91985</td>\n",
       "      <td>77639771620.66379</td>\n",
       "      <td>3.64680</td>\n",
       "      <td>77639771620.66000</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5426</td>\n",
       "      <td>Solana</td>\n",
       "      <td>SOL</td>\n",
       "      <td>solana</td>\n",
       "      <td>699</td>\n",
       "      <td>2020-04-10T00:00:00.000Z</td>\n",
       "      <td>[pos, platform, solana-ecosystem, cms-holdings...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>463674470.84843</td>\n",
       "      <td>579835283.07475</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>142.21383</td>\n",
       "      <td>2231127656.46912</td>\n",
       "      <td>-25.29200</td>\n",
       "      <td>-0.02035</td>\n",
       "      <td>1.19821</td>\n",
       "      <td>-1.02056</td>\n",
       "      <td>-10.44446</td>\n",
       "      <td>-2.08663</td>\n",
       "      <td>-17.50363</td>\n",
       "      <td>65940923244.88355</td>\n",
       "      <td>3.09730</td>\n",
       "      <td>82460597466.03000</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>3408</td>\n",
       "      <td>USDC</td>\n",
       "      <td>USDC</td>\n",
       "      <td>usd-coin</td>\n",
       "      <td>20894</td>\n",
       "      <td>2018-10-08T00:00:00.000Z</td>\n",
       "      <td>[medium-of-exchange, stablecoin, asset-backed-...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>34033754581.42242</td>\n",
       "      <td>34033754581.42242</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>0.99988</td>\n",
       "      <td>5666896147.80414</td>\n",
       "      <td>-9.49440</td>\n",
       "      <td>-0.00911</td>\n",
       "      <td>-0.01651</td>\n",
       "      <td>-0.00882</td>\n",
       "      <td>-0.01209</td>\n",
       "      <td>-0.01581</td>\n",
       "      <td>-0.02661</td>\n",
       "      <td>34029532753.09701</td>\n",
       "      <td>1.59840</td>\n",
       "      <td>34029532753.10000</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>1027.00000</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>52</td>\n",
       "      <td>XRP</td>\n",
       "      <td>XRP</td>\n",
       "      <td>xrp</td>\n",
       "      <td>1351</td>\n",
       "      <td>2013-08-04T00:00:00.000Z</td>\n",
       "      <td>[medium-of-exchange, enterprise-solutions, arr...</td>\n",
       "      <td>100000000000.00000</td>\n",
       "      <td>55723063839.00000</td>\n",
       "      <td>99987471767.00000</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:07:00.000Z</td>\n",
       "      <td>0.43659</td>\n",
       "      <td>979965299.03803</td>\n",
       "      <td>-16.41280</td>\n",
       "      <td>-0.45887</td>\n",
       "      <td>1.06788</td>\n",
       "      <td>-8.49223</td>\n",
       "      <td>-12.24138</td>\n",
       "      <td>-13.58479</td>\n",
       "      <td>-28.40365</td>\n",
       "      <td>24328141885.42356</td>\n",
       "      <td>1.14000</td>\n",
       "      <td>43659016948.02000</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:07:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>11419</td>\n",
       "      <td>Toncoin</td>\n",
       "      <td>TON</td>\n",
       "      <td>toncoin</td>\n",
       "      <td>454</td>\n",
       "      <td>2021-08-26T13:40:22.000Z</td>\n",
       "      <td>[pos, layer-1, ftx-bankruptcy-estate, dwf-labs...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2506212748.55927</td>\n",
       "      <td>5108800966.66568</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8</td>\n",
       "      <td>3414166606.00000</td>\n",
       "      <td>24902704602.09890</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>7.29393</td>\n",
       "      <td>244930535.76918</td>\n",
       "      <td>-11.91860</td>\n",
       "      <td>-0.27020</td>\n",
       "      <td>0.50776</td>\n",
       "      <td>-6.76414</td>\n",
       "      <td>3.25528</td>\n",
       "      <td>8.66112</td>\n",
       "      <td>0.38480</td>\n",
       "      <td>18280149433.16037</td>\n",
       "      <td>0.85660</td>\n",
       "      <td>37263255144.08000</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>74</td>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>DOGE</td>\n",
       "      <td>dogecoin</td>\n",
       "      <td>1021</td>\n",
       "      <td>2013-12-15T00:00:00.000Z</td>\n",
       "      <td>[mineable, pow, scrypt, medium-of-exchange, me...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>145058766383.70520</td>\n",
       "      <td>145058766383.70520</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:07:00.000Z</td>\n",
       "      <td>0.10899</td>\n",
       "      <td>575724845.52215</td>\n",
       "      <td>-17.49100</td>\n",
       "      <td>-0.16680</td>\n",
       "      <td>1.41990</td>\n",
       "      <td>-8.68556</td>\n",
       "      <td>-24.55062</td>\n",
       "      <td>-24.30954</td>\n",
       "      <td>-43.37068</td>\n",
       "      <td>15810417739.25277</td>\n",
       "      <td>0.74080</td>\n",
       "      <td>15810417739.25000</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:07:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2010</td>\n",
       "      <td>Cardano</td>\n",
       "      <td>ADA</td>\n",
       "      <td>cardano</td>\n",
       "      <td>1210</td>\n",
       "      <td>2017-10-01T00:00:00.000Z</td>\n",
       "      <td>[dpos, pos, platform, research, smart-contract...</td>\n",
       "      <td>45000000000.00000</td>\n",
       "      <td>35872094709.61300</td>\n",
       "      <td>37034995407.59000</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>0.38330</td>\n",
       "      <td>271407975.92827</td>\n",
       "      <td>-21.56550</td>\n",
       "      <td>-0.55222</td>\n",
       "      <td>3.10948</td>\n",
       "      <td>-6.64369</td>\n",
       "      <td>-12.95095</td>\n",
       "      <td>-13.80274</td>\n",
       "      <td>-34.18081</td>\n",
       "      <td>13749952858.26098</td>\n",
       "      <td>0.64580</td>\n",
       "      <td>17248724492.69000</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1958</td>\n",
       "      <td>TRON</td>\n",
       "      <td>TRX</td>\n",
       "      <td>tron</td>\n",
       "      <td>999</td>\n",
       "      <td>2017-09-13T00:00:00.000Z</td>\n",
       "      <td>[media, payments, tron-ecosystem, layer-1, dwf...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>87144130940.92198</td>\n",
       "      <td>87144194353.68733</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11</td>\n",
       "      <td>71659659264.00000</td>\n",
       "      <td>9354688940.71680</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>0.13054</td>\n",
       "      <td>283775477.80096</td>\n",
       "      <td>-13.18470</td>\n",
       "      <td>0.09779</td>\n",
       "      <td>1.34746</td>\n",
       "      <td>1.13999</td>\n",
       "      <td>12.38454</td>\n",
       "      <td>3.21014</td>\n",
       "      <td>9.27501</td>\n",
       "      <td>11376083089.62416</td>\n",
       "      <td>0.53420</td>\n",
       "      <td>11376091367.74000</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>5805</td>\n",
       "      <td>Avalanche</td>\n",
       "      <td>AVAX</td>\n",
       "      <td>avalanche</td>\n",
       "      <td>750</td>\n",
       "      <td>2020-07-13T00:00:00.000Z</td>\n",
       "      <td>[defi, smart-contracts, three-arrows-capital-p...</td>\n",
       "      <td>715748719.00000</td>\n",
       "      <td>394393063.20088</td>\n",
       "      <td>443739433.20088</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>26.33366</td>\n",
       "      <td>302173901.85841</td>\n",
       "      <td>-22.64260</td>\n",
       "      <td>-1.35287</td>\n",
       "      <td>3.47682</td>\n",
       "      <td>-3.08209</td>\n",
       "      <td>-18.96791</td>\n",
       "      <td>-21.67564</td>\n",
       "      <td>-42.89957</td>\n",
       "      <td>10385813477.28853</td>\n",
       "      <td>0.48780</td>\n",
       "      <td>18848284581.41000</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>5994</td>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>SHIB</td>\n",
       "      <td>shiba-inu</td>\n",
       "      <td>844</td>\n",
       "      <td>2020-08-01T00:00:00.000Z</td>\n",
       "      <td>[memes, ethereum-ecosystem, doggone-doggerel]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>589270821530683.25000</td>\n",
       "      <td>589519289450770.87500</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>0.00002</td>\n",
       "      <td>269551010.85086</td>\n",
       "      <td>-23.35330</td>\n",
       "      <td>-0.17758</td>\n",
       "      <td>1.82550</td>\n",
       "      <td>-0.68968</td>\n",
       "      <td>-28.13497</td>\n",
       "      <td>-27.12172</td>\n",
       "      <td>-39.83929</td>\n",
       "      <td>9734159505.13510</td>\n",
       "      <td>0.45720</td>\n",
       "      <td>9738263944.52000</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>1027.00000</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>6636</td>\n",
       "      <td>Polkadot</td>\n",
       "      <td>DOT</td>\n",
       "      <td>polkadot-new</td>\n",
       "      <td>792</td>\n",
       "      <td>2020-08-19T00:00:00.000Z</td>\n",
       "      <td>[substrate, polkadot, binance-chain, polkadot-...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1437953431.36815</td>\n",
       "      <td>1437953431.36815</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14</td>\n",
       "      <td>1466899233.29395</td>\n",
       "      <td>8938783725.11505</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>6.09366</td>\n",
       "      <td>184246446.06735</td>\n",
       "      <td>-14.45860</td>\n",
       "      <td>-0.49136</td>\n",
       "      <td>0.42139</td>\n",
       "      <td>-1.36913</td>\n",
       "      <td>-5.47297</td>\n",
       "      <td>-9.57288</td>\n",
       "      <td>-26.30490</td>\n",
       "      <td>8762397878.49916</td>\n",
       "      <td>0.41060</td>\n",
       "      <td>8762397878.50000</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1975</td>\n",
       "      <td>Chainlink</td>\n",
       "      <td>LINK</td>\n",
       "      <td>chainlink</td>\n",
       "      <td>1813</td>\n",
       "      <td>2017-09-20T00:00:00.000Z</td>\n",
       "      <td>[platform, defi, oracles, smart-contracts, sub...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>608099970.45279</td>\n",
       "      <td>1000000000.00000</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>12.85533</td>\n",
       "      <td>330463523.31130</td>\n",
       "      <td>-16.40040</td>\n",
       "      <td>-0.42087</td>\n",
       "      <td>-0.89972</td>\n",
       "      <td>-10.89751</td>\n",
       "      <td>-19.00349</td>\n",
       "      <td>-5.13163</td>\n",
       "      <td>-25.23537</td>\n",
       "      <td>7817328659.66787</td>\n",
       "      <td>0.36720</td>\n",
       "      <td>12855334713.87000</td>\n",
       "      <td>None</td>\n",
       "      <td>2024-07-10T14:06:00.000Z</td>\n",
       "      <td>1027.00000</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>ETH</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>0x514910771af9ca656af840dff83e8264ecf986ca</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       id         name symbol          slug  num_market_pairs  \\\n",
       "0       1      Bitcoin    BTC       bitcoin             11595   \n",
       "1    1027     Ethereum    ETH      ethereum              9126   \n",
       "2     825  Tether USDt   USDT        tether             91259   \n",
       "3    1839          BNB    BNB           bnb              2190   \n",
       "4    5426       Solana    SOL        solana               699   \n",
       "5    3408         USDC   USDC      usd-coin             20894   \n",
       "6      52          XRP    XRP           xrp              1351   \n",
       "7   11419      Toncoin    TON       toncoin               454   \n",
       "8      74     Dogecoin   DOGE      dogecoin              1021   \n",
       "9    2010      Cardano    ADA       cardano              1210   \n",
       "10   1958         TRON    TRX          tron               999   \n",
       "11   5805    Avalanche   AVAX     avalanche               750   \n",
       "12   5994    Shiba Inu   SHIB     shiba-inu               844   \n",
       "13   6636     Polkadot    DOT  polkadot-new               792   \n",
       "14   1975    Chainlink   LINK     chainlink              1813   \n",
       "\n",
       "                  date_added  \\\n",
       "0   2010-07-13T00:00:00.000Z   \n",
       "1   2015-08-07T00:00:00.000Z   \n",
       "2   2015-02-25T00:00:00.000Z   \n",
       "3   2017-07-25T00:00:00.000Z   \n",
       "4   2020-04-10T00:00:00.000Z   \n",
       "5   2018-10-08T00:00:00.000Z   \n",
       "6   2013-08-04T00:00:00.000Z   \n",
       "7   2021-08-26T13:40:22.000Z   \n",
       "8   2013-12-15T00:00:00.000Z   \n",
       "9   2017-10-01T00:00:00.000Z   \n",
       "10  2017-09-13T00:00:00.000Z   \n",
       "11  2020-07-13T00:00:00.000Z   \n",
       "12  2020-08-01T00:00:00.000Z   \n",
       "13  2020-08-19T00:00:00.000Z   \n",
       "14  2017-09-20T00:00:00.000Z   \n",
       "\n",
       "                                                 tags         max_supply  \\\n",
       "0   [mineable, pow, sha-256, store-of-value, state...     21000000.00000   \n",
       "1   [pos, smart-contracts, ethereum-ecosystem, coi...                NaN   \n",
       "2   [stablecoin, asset-backed-stablecoin, avalanch...                NaN   \n",
       "3   [marketplace, centralized-exchange, payments, ...                NaN   \n",
       "4   [pos, platform, solana-ecosystem, cms-holdings...                NaN   \n",
       "5   [medium-of-exchange, stablecoin, asset-backed-...                NaN   \n",
       "6   [medium-of-exchange, enterprise-solutions, arr... 100000000000.00000   \n",
       "7   [pos, layer-1, ftx-bankruptcy-estate, dwf-labs...                NaN   \n",
       "8   [mineable, pow, scrypt, medium-of-exchange, me...                NaN   \n",
       "9   [dpos, pos, platform, research, smart-contract...  45000000000.00000   \n",
       "10  [media, payments, tron-ecosystem, layer-1, dwf...                NaN   \n",
       "11  [defi, smart-contracts, three-arrows-capital-p...    715748719.00000   \n",
       "12      [memes, ethereum-ecosystem, doggone-doggerel]                NaN   \n",
       "13  [substrate, polkadot, binance-chain, polkadot-...                NaN   \n",
       "14  [platform, defi, oracles, smart-contracts, sub...                NaN   \n",
       "\n",
       "      circulating_supply          total_supply  infinite_supply  platform  \\\n",
       "0         19719809.00000        19719809.00000            False       NaN   \n",
       "1        120207304.75119       120207304.75119             True       NaN   \n",
       "2     112259808785.14278    116076856616.98984             True       NaN   \n",
       "3        147582532.35529       147582532.35529            False       NaN   \n",
       "4        463674470.84843       579835283.07475             True       NaN   \n",
       "5      34033754581.42242     34033754581.42242            False       NaN   \n",
       "6      55723063839.00000     99987471767.00000            False       NaN   \n",
       "7       2506212748.55927      5108800966.66568             True       NaN   \n",
       "8     145058766383.70520    145058766383.70520             True       NaN   \n",
       "9      35872094709.61300     37034995407.59000            False       NaN   \n",
       "10     87144130940.92198     87144194353.68733             True       NaN   \n",
       "11       394393063.20088       443739433.20088            False       NaN   \n",
       "12 589270821530683.25000 589519289450770.87500            False       NaN   \n",
       "13      1437953431.36815      1437953431.36815             True       NaN   \n",
       "14       608099970.45279      1000000000.00000            False       NaN   \n",
       "\n",
       "    cmc_rank  self_reported_circulating_supply  self_reported_market_cap  \\\n",
       "0          1                               NaN                       NaN   \n",
       "1          2                               NaN                       NaN   \n",
       "2          3                               NaN                       NaN   \n",
       "3          4                               NaN                       NaN   \n",
       "4          5                               NaN                       NaN   \n",
       "5          6                               NaN                       NaN   \n",
       "6          7                               NaN                       NaN   \n",
       "7          8                  3414166606.00000         24902704602.09890   \n",
       "8          9                               NaN                       NaN   \n",
       "9         10                               NaN                       NaN   \n",
       "10        11                 71659659264.00000          9354688940.71680   \n",
       "11        12                               NaN                       NaN   \n",
       "12        13                               NaN                       NaN   \n",
       "13        14                  1466899233.29395          8938783725.11505   \n",
       "14        15                               NaN                       NaN   \n",
       "\n",
       "   tvl_ratio              last_updated  quote.USD.price  quote.USD.volume_24h  \\\n",
       "0       None  2024-07-10T14:06:00.000Z      57842.22696     28350029473.67854   \n",
       "1       None  2024-07-10T14:06:00.000Z       3118.46344     14513771541.99701   \n",
       "2       None  2024-07-10T14:06:00.000Z          0.99980     50899605681.59818   \n",
       "3       None  2024-07-10T14:06:00.000Z        526.07697      1643907346.04451   \n",
       "4       None  2024-07-10T14:06:00.000Z        142.21383      2231127656.46912   \n",
       "5       None  2024-07-10T14:06:00.000Z          0.99988      5666896147.80414   \n",
       "6       None  2024-07-10T14:07:00.000Z          0.43659       979965299.03803   \n",
       "7       None  2024-07-10T14:06:00.000Z          7.29393       244930535.76918   \n",
       "8       None  2024-07-10T14:07:00.000Z          0.10899       575724845.52215   \n",
       "9       None  2024-07-10T14:06:00.000Z          0.38330       271407975.92827   \n",
       "10      None  2024-07-10T14:06:00.000Z          0.13054       283775477.80096   \n",
       "11      None  2024-07-10T14:06:00.000Z         26.33366       302173901.85841   \n",
       "12      None  2024-07-10T14:06:00.000Z          0.00002       269551010.85086   \n",
       "13      None  2024-07-10T14:06:00.000Z          6.09366       184246446.06735   \n",
       "14      None  2024-07-10T14:06:00.000Z         12.85533       330463523.31130   \n",
       "\n",
       "    quote.USD.volume_change_24h  quote.USD.percent_change_1h  \\\n",
       "0                      -6.54230                     -0.45177   \n",
       "1                     -18.95840                      0.27063   \n",
       "2                     -13.37520                     -0.01490   \n",
       "3                      -6.55300                     -0.14442   \n",
       "4                     -25.29200                     -0.02035   \n",
       "5                      -9.49440                     -0.00911   \n",
       "6                     -16.41280                     -0.45887   \n",
       "7                     -11.91860                     -0.27020   \n",
       "8                     -17.49100                     -0.16680   \n",
       "9                     -21.56550                     -0.55222   \n",
       "10                    -13.18470                      0.09779   \n",
       "11                    -22.64260                     -1.35287   \n",
       "12                    -23.35330                     -0.17758   \n",
       "13                    -14.45860                     -0.49136   \n",
       "14                    -16.40040                     -0.42087   \n",
       "\n",
       "    quote.USD.percent_change_24h  quote.USD.percent_change_7d  \\\n",
       "0                        1.15080                     -4.19106   \n",
       "1                        2.01434                     -5.74679   \n",
       "2                       -0.01817                      0.11574   \n",
       "3                        2.08143                     -5.86650   \n",
       "4                        1.19821                     -1.02056   \n",
       "5                       -0.01651                     -0.00882   \n",
       "6                        1.06788                     -8.49223   \n",
       "7                        0.50776                     -6.76414   \n",
       "8                        1.41990                     -8.68556   \n",
       "9                        3.10948                     -6.64369   \n",
       "10                       1.34746                      1.13999   \n",
       "11                       3.47682                     -3.08209   \n",
       "12                       1.82550                     -0.68968   \n",
       "13                       0.42139                     -1.36913   \n",
       "14                      -0.89972                    -10.89751   \n",
       "\n",
       "    quote.USD.percent_change_30d  quote.USD.percent_change_60d  \\\n",
       "0                      -16.68297                      -5.02404   \n",
       "1                      -15.09431                       7.17256   \n",
       "2                        0.00698                       0.00658   \n",
       "3                      -18.36884                     -11.01320   \n",
       "4                      -10.44446                      -2.08663   \n",
       "5                       -0.01209                      -0.01581   \n",
       "6                      -12.24138                     -13.58479   \n",
       "7                        3.25528                       8.66112   \n",
       "8                      -24.55062                     -24.30954   \n",
       "9                      -12.95095                     -13.80274   \n",
       "10                      12.38454                       3.21014   \n",
       "11                     -18.96791                     -21.67564   \n",
       "12                     -28.13497                     -27.12172   \n",
       "13                      -5.47297                      -9.57288   \n",
       "14                     -19.00349                      -5.13163   \n",
       "\n",
       "    quote.USD.percent_change_90d  quote.USD.market_cap  \\\n",
       "0                      -17.52742   1140637667808.61694   \n",
       "1                      -11.39462    374862085368.49353   \n",
       "2                       -0.03545    112237672244.05406   \n",
       "3                      -12.91985     77639771620.66379   \n",
       "4                      -17.50363     65940923244.88355   \n",
       "5                       -0.02661     34029532753.09701   \n",
       "6                      -28.40365     24328141885.42356   \n",
       "7                        0.38480     18280149433.16037   \n",
       "8                      -43.37068     15810417739.25277   \n",
       "9                      -34.18081     13749952858.26098   \n",
       "10                       9.27501     11376083089.62416   \n",
       "11                     -42.89957     10385813477.28853   \n",
       "12                     -39.83929      9734159505.13510   \n",
       "13                     -26.30490      8762397878.49916   \n",
       "14                     -25.23537      7817328659.66787   \n",
       "\n",
       "    quote.USD.market_cap_dominance  quote.USD.fully_diluted_market_cap  \\\n",
       "0                         53.44740                 1214686766184.23999   \n",
       "1                         17.60760                  374862085368.48999   \n",
       "2                          5.27190                  116053967391.24001   \n",
       "3                          3.64680                   77639771620.66000   \n",
       "4                          3.09730                   82460597466.03000   \n",
       "5                          1.59840                   34029532753.10000   \n",
       "6                          1.14000                   43659016948.02000   \n",
       "7                          0.85660                   37263255144.08000   \n",
       "8                          0.74080                   15810417739.25000   \n",
       "9                          0.64580                   17248724492.69000   \n",
       "10                         0.53420                   11376091367.74000   \n",
       "11                         0.48780                   18848284581.41000   \n",
       "12                         0.45720                    9738263944.52000   \n",
       "13                         0.41060                    8762397878.50000   \n",
       "14                         0.36720                   12855334713.87000   \n",
       "\n",
       "   quote.USD.tvl    quote.USD.last_updated  platform.id platform.name  \\\n",
       "0           None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "1           None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "2           None  2024-07-10T14:06:00.000Z   1027.00000      Ethereum   \n",
       "3           None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "4           None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "5           None  2024-07-10T14:06:00.000Z   1027.00000      Ethereum   \n",
       "6           None  2024-07-10T14:07:00.000Z          NaN           NaN   \n",
       "7           None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "8           None  2024-07-10T14:07:00.000Z          NaN           NaN   \n",
       "9           None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "10          None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "11          None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "12          None  2024-07-10T14:06:00.000Z   1027.00000      Ethereum   \n",
       "13          None  2024-07-10T14:06:00.000Z          NaN           NaN   \n",
       "14          None  2024-07-10T14:06:00.000Z   1027.00000      Ethereum   \n",
       "\n",
       "   platform.symbol platform.slug                      platform.token_address  \\\n",
       "0              NaN           NaN                                         NaN   \n",
       "1              NaN           NaN                                         NaN   \n",
       "2              ETH      ethereum  0xdac17f958d2ee523a2206206994597c13d831ec7   \n",
       "3              NaN           NaN                                         NaN   \n",
       "4              NaN           NaN                                         NaN   \n",
       "5              ETH      ethereum  0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48   \n",
       "6              NaN           NaN                                         NaN   \n",
       "7              NaN           NaN                                         NaN   \n",
       "8              NaN           NaN                                         NaN   \n",
       "9              NaN           NaN                                         NaN   \n",
       "10             NaN           NaN                                         NaN   \n",
       "11             NaN           NaN                                         NaN   \n",
       "12             ETH      ethereum  0x95ad61b0a150d79219dcf64e1e6cc01f0b64c4ce   \n",
       "13             NaN           NaN                                         NaN   \n",
       "14             ETH      ethereum  0x514910771af9ca656af840dff83e8264ecf986ca   \n",
       "\n",
       "                    timestamp  \n",
       "0  2024-07-10 14:08:09.434399  \n",
       "1  2024-07-10 14:08:09.434399  \n",
       "2  2024-07-10 14:08:09.434399  \n",
       "3  2024-07-10 14:08:09.434399  \n",
       "4  2024-07-10 14:08:09.434399  \n",
       "5  2024-07-10 14:08:09.434399  \n",
       "6  2024-07-10 14:08:09.434399  \n",
       "7  2024-07-10 14:08:09.434399  \n",
       "8  2024-07-10 14:08:09.434399  \n",
       "9  2024-07-10 14:08:09.434399  \n",
       "10 2024-07-10 14:08:09.434399  \n",
       "11 2024-07-10 14:08:09.434399  \n",
       "12 2024-07-10 14:08:09.434399  \n",
       "13 2024-07-10 14:08:09.434399  \n",
       "14 2024-07-10 14:08:09.434399  "
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "e4227c53",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>name</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Bitcoin</th>\n",
       "      <td>-0.45177</td>\n",
       "      <td>1.15080</td>\n",
       "      <td>-4.19106</td>\n",
       "      <td>-16.68297</td>\n",
       "      <td>-5.02404</td>\n",
       "      <td>-17.52742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ethereum</th>\n",
       "      <td>0.27063</td>\n",
       "      <td>2.01434</td>\n",
       "      <td>-5.74679</td>\n",
       "      <td>-15.09431</td>\n",
       "      <td>7.17256</td>\n",
       "      <td>-11.39462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tether USDt</th>\n",
       "      <td>-0.01490</td>\n",
       "      <td>-0.01817</td>\n",
       "      <td>0.11574</td>\n",
       "      <td>0.00698</td>\n",
       "      <td>0.00658</td>\n",
       "      <td>-0.03545</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BNB</th>\n",
       "      <td>-0.14442</td>\n",
       "      <td>2.08143</td>\n",
       "      <td>-5.86650</td>\n",
       "      <td>-18.36884</td>\n",
       "      <td>-11.01320</td>\n",
       "      <td>-12.91985</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Solana</th>\n",
       "      <td>-0.02035</td>\n",
       "      <td>1.19821</td>\n",
       "      <td>-1.02056</td>\n",
       "      <td>-10.44446</td>\n",
       "      <td>-2.08663</td>\n",
       "      <td>-17.50363</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>USDC</th>\n",
       "      <td>-0.00911</td>\n",
       "      <td>-0.01651</td>\n",
       "      <td>-0.00882</td>\n",
       "      <td>-0.01209</td>\n",
       "      <td>-0.01581</td>\n",
       "      <td>-0.02661</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>XRP</th>\n",
       "      <td>-0.45887</td>\n",
       "      <td>1.06788</td>\n",
       "      <td>-8.49223</td>\n",
       "      <td>-12.24138</td>\n",
       "      <td>-13.58479</td>\n",
       "      <td>-28.40365</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Toncoin</th>\n",
       "      <td>-0.27020</td>\n",
       "      <td>0.50776</td>\n",
       "      <td>-6.76414</td>\n",
       "      <td>3.25528</td>\n",
       "      <td>8.66112</td>\n",
       "      <td>0.38480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Dogecoin</th>\n",
       "      <td>-0.16680</td>\n",
       "      <td>1.41990</td>\n",
       "      <td>-8.68556</td>\n",
       "      <td>-24.55062</td>\n",
       "      <td>-24.30954</td>\n",
       "      <td>-43.37068</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Cardano</th>\n",
       "      <td>-0.55222</td>\n",
       "      <td>3.10948</td>\n",
       "      <td>-6.64369</td>\n",
       "      <td>-12.95095</td>\n",
       "      <td>-13.80274</td>\n",
       "      <td>-34.18081</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TRON</th>\n",
       "      <td>0.09779</td>\n",
       "      <td>1.34746</td>\n",
       "      <td>1.13999</td>\n",
       "      <td>12.38454</td>\n",
       "      <td>3.21014</td>\n",
       "      <td>9.27501</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Avalanche</th>\n",
       "      <td>-1.35287</td>\n",
       "      <td>3.47682</td>\n",
       "      <td>-3.08209</td>\n",
       "      <td>-18.96791</td>\n",
       "      <td>-21.67564</td>\n",
       "      <td>-42.89957</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Shiba Inu</th>\n",
       "      <td>-0.17758</td>\n",
       "      <td>1.82550</td>\n",
       "      <td>-0.68968</td>\n",
       "      <td>-28.13497</td>\n",
       "      <td>-27.12172</td>\n",
       "      <td>-39.83929</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Polkadot</th>\n",
       "      <td>-0.49136</td>\n",
       "      <td>0.42139</td>\n",
       "      <td>-1.36913</td>\n",
       "      <td>-5.47297</td>\n",
       "      <td>-9.57288</td>\n",
       "      <td>-26.30490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Chainlink</th>\n",
       "      <td>-0.42087</td>\n",
       "      <td>-0.89972</td>\n",
       "      <td>-10.89751</td>\n",
       "      <td>-19.00349</td>\n",
       "      <td>-5.13163</td>\n",
       "      <td>-25.23537</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             quote.USD.percent_change_1h  quote.USD.percent_change_24h  \\\n",
       "name                                                                     \n",
       "Bitcoin                         -0.45177                       1.15080   \n",
       "Ethereum                         0.27063                       2.01434   \n",
       "Tether USDt                     -0.01490                      -0.01817   \n",
       "BNB                             -0.14442                       2.08143   \n",
       "Solana                          -0.02035                       1.19821   \n",
       "USDC                            -0.00911                      -0.01651   \n",
       "XRP                             -0.45887                       1.06788   \n",
       "Toncoin                         -0.27020                       0.50776   \n",
       "Dogecoin                        -0.16680                       1.41990   \n",
       "Cardano                         -0.55222                       3.10948   \n",
       "TRON                             0.09779                       1.34746   \n",
       "Avalanche                       -1.35287                       3.47682   \n",
       "Shiba Inu                       -0.17758                       1.82550   \n",
       "Polkadot                        -0.49136                       0.42139   \n",
       "Chainlink                       -0.42087                      -0.89972   \n",
       "\n",
       "             quote.USD.percent_change_7d  quote.USD.percent_change_30d  \\\n",
       "name                                                                     \n",
       "Bitcoin                         -4.19106                     -16.68297   \n",
       "Ethereum                        -5.74679                     -15.09431   \n",
       "Tether USDt                      0.11574                       0.00698   \n",
       "BNB                             -5.86650                     -18.36884   \n",
       "Solana                          -1.02056                     -10.44446   \n",
       "USDC                            -0.00882                      -0.01209   \n",
       "XRP                             -8.49223                     -12.24138   \n",
       "Toncoin                         -6.76414                       3.25528   \n",
       "Dogecoin                        -8.68556                     -24.55062   \n",
       "Cardano                         -6.64369                     -12.95095   \n",
       "TRON                             1.13999                      12.38454   \n",
       "Avalanche                       -3.08209                     -18.96791   \n",
       "Shiba Inu                       -0.68968                     -28.13497   \n",
       "Polkadot                        -1.36913                      -5.47297   \n",
       "Chainlink                      -10.89751                     -19.00349   \n",
       "\n",
       "             quote.USD.percent_change_60d  quote.USD.percent_change_90d  \n",
       "name                                                                     \n",
       "Bitcoin                          -5.02404                     -17.52742  \n",
       "Ethereum                          7.17256                     -11.39462  \n",
       "Tether USDt                       0.00658                      -0.03545  \n",
       "BNB                             -11.01320                     -12.91985  \n",
       "Solana                           -2.08663                     -17.50363  \n",
       "USDC                             -0.01581                      -0.02661  \n",
       "XRP                             -13.58479                     -28.40365  \n",
       "Toncoin                           8.66112                       0.38480  \n",
       "Dogecoin                        -24.30954                     -43.37068  \n",
       "Cardano                         -13.80274                     -34.18081  \n",
       "TRON                              3.21014                       9.27501  \n",
       "Avalanche                       -21.67564                     -42.89957  \n",
       "Shiba Inu                       -27.12172                     -39.83929  \n",
       "Polkadot                         -9.57288                     -26.30490  \n",
       "Chainlink                        -5.13163                     -25.23537  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Now let's look at the coin trends over time\n",
    "\n",
    "df3 = df.groupby('name', sort=False)[['quote.USD.percent_change_1h','quote.USD.percent_change_24h','quote.USD.percent_change_7d','quote.USD.percent_change_30d','quote.USD.percent_change_60d','quote.USD.percent_change_90d']].mean()\n",
    "df3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "f3e2d1db",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "name                                     \n",
       "Bitcoin      quote.USD.percent_change_1h     -0.45177\n",
       "             quote.USD.percent_change_24h     1.15080\n",
       "             quote.USD.percent_change_7d     -4.19106\n",
       "             quote.USD.percent_change_30d   -16.68297\n",
       "             quote.USD.percent_change_60d    -5.02404\n",
       "             quote.USD.percent_change_90d   -17.52742\n",
       "Ethereum     quote.USD.percent_change_1h      0.27063\n",
       "             quote.USD.percent_change_24h     2.01434\n",
       "             quote.USD.percent_change_7d     -5.74679\n",
       "             quote.USD.percent_change_30d   -15.09431\n",
       "             quote.USD.percent_change_60d     7.17256\n",
       "             quote.USD.percent_change_90d   -11.39462\n",
       "Tether USDt  quote.USD.percent_change_1h     -0.01490\n",
       "             quote.USD.percent_change_24h    -0.01817\n",
       "             quote.USD.percent_change_7d      0.11574\n",
       "             quote.USD.percent_change_30d     0.00698\n",
       "             quote.USD.percent_change_60d     0.00658\n",
       "             quote.USD.percent_change_90d    -0.03545\n",
       "BNB          quote.USD.percent_change_1h     -0.14442\n",
       "             quote.USD.percent_change_24h     2.08143\n",
       "             quote.USD.percent_change_7d     -5.86650\n",
       "             quote.USD.percent_change_30d   -18.36884\n",
       "             quote.USD.percent_change_60d   -11.01320\n",
       "             quote.USD.percent_change_90d   -12.91985\n",
       "Solana       quote.USD.percent_change_1h     -0.02035\n",
       "             quote.USD.percent_change_24h     1.19821\n",
       "             quote.USD.percent_change_7d     -1.02056\n",
       "             quote.USD.percent_change_30d   -10.44446\n",
       "             quote.USD.percent_change_60d    -2.08663\n",
       "             quote.USD.percent_change_90d   -17.50363\n",
       "USDC         quote.USD.percent_change_1h     -0.00911\n",
       "             quote.USD.percent_change_24h    -0.01651\n",
       "             quote.USD.percent_change_7d     -0.00882\n",
       "             quote.USD.percent_change_30d    -0.01209\n",
       "             quote.USD.percent_change_60d    -0.01581\n",
       "             quote.USD.percent_change_90d    -0.02661\n",
       "XRP          quote.USD.percent_change_1h     -0.45887\n",
       "             quote.USD.percent_change_24h     1.06788\n",
       "             quote.USD.percent_change_7d     -8.49223\n",
       "             quote.USD.percent_change_30d   -12.24138\n",
       "             quote.USD.percent_change_60d   -13.58479\n",
       "             quote.USD.percent_change_90d   -28.40365\n",
       "Toncoin      quote.USD.percent_change_1h     -0.27020\n",
       "             quote.USD.percent_change_24h     0.50776\n",
       "             quote.USD.percent_change_7d     -6.76414\n",
       "             quote.USD.percent_change_30d     3.25528\n",
       "             quote.USD.percent_change_60d     8.66112\n",
       "             quote.USD.percent_change_90d     0.38480\n",
       "Dogecoin     quote.USD.percent_change_1h     -0.16680\n",
       "             quote.USD.percent_change_24h     1.41990\n",
       "             quote.USD.percent_change_7d     -8.68556\n",
       "             quote.USD.percent_change_30d   -24.55062\n",
       "             quote.USD.percent_change_60d   -24.30954\n",
       "             quote.USD.percent_change_90d   -43.37068\n",
       "Cardano      quote.USD.percent_change_1h     -0.55222\n",
       "             quote.USD.percent_change_24h     3.10948\n",
       "             quote.USD.percent_change_7d     -6.64369\n",
       "             quote.USD.percent_change_30d   -12.95095\n",
       "             quote.USD.percent_change_60d   -13.80274\n",
       "             quote.USD.percent_change_90d   -34.18081\n",
       "TRON         quote.USD.percent_change_1h      0.09779\n",
       "             quote.USD.percent_change_24h     1.34746\n",
       "             quote.USD.percent_change_7d      1.13999\n",
       "             quote.USD.percent_change_30d    12.38454\n",
       "             quote.USD.percent_change_60d     3.21014\n",
       "             quote.USD.percent_change_90d     9.27501\n",
       "Avalanche    quote.USD.percent_change_1h     -1.35287\n",
       "             quote.USD.percent_change_24h     3.47682\n",
       "             quote.USD.percent_change_7d     -3.08209\n",
       "             quote.USD.percent_change_30d   -18.96791\n",
       "             quote.USD.percent_change_60d   -21.67564\n",
       "             quote.USD.percent_change_90d   -42.89957\n",
       "Shiba Inu    quote.USD.percent_change_1h     -0.17758\n",
       "             quote.USD.percent_change_24h     1.82550\n",
       "             quote.USD.percent_change_7d     -0.68968\n",
       "             quote.USD.percent_change_30d   -28.13497\n",
       "             quote.USD.percent_change_60d   -27.12172\n",
       "             quote.USD.percent_change_90d   -39.83929\n",
       "Polkadot     quote.USD.percent_change_1h     -0.49136\n",
       "             quote.USD.percent_change_24h     0.42139\n",
       "             quote.USD.percent_change_7d     -1.36913\n",
       "             quote.USD.percent_change_30d    -5.47297\n",
       "             quote.USD.percent_change_60d    -9.57288\n",
       "             quote.USD.percent_change_90d   -26.30490\n",
       "Chainlink    quote.USD.percent_change_1h     -0.42087\n",
       "             quote.USD.percent_change_24h    -0.89972\n",
       "             quote.USD.percent_change_7d    -10.89751\n",
       "             quote.USD.percent_change_30d   -19.00349\n",
       "             quote.USD.percent_change_60d    -5.13163\n",
       "             quote.USD.percent_change_90d   -25.23537\n",
       "dtype: float64"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df4 = df3.stack()\n",
    "df4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "2ef8ee34",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "pandas.core.series.Series"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(df4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "4b7b94bf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>values</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>name</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">Bitcoin</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <td>-0.45177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <td>1.15080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <td>-4.19106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <td>-16.68297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <td>-5.02404</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <td>-17.52742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">Ethereum</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <td>0.27063</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <td>2.01434</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <td>-5.74679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <td>-15.09431</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <td>7.17256</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <td>-11.39462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">Tether USDt</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <td>-0.01490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <td>-0.01817</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <td>0.11574</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <td>0.00698</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <td>0.00658</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <td>-0.03545</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">BNB</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <td>-0.14442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <td>2.08143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <td>-5.86650</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <td>-18.36884</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <td>-11.01320</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <td>-12.91985</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">Solana</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <td>-0.02035</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <td>1.19821</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <td>-1.02056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <td>-10.44446</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <td>-2.08663</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <td>-17.50363</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">USDC</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <td>-0.00911</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <td>-0.01651</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <td>-0.00882</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <td>-0.01209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <td>-0.01581</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <td>-0.02661</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">XRP</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <td>-0.45887</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <td>1.06788</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <td>-8.49223</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <td>-12.24138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <td>-13.58479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <td>-28.40365</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">Toncoin</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <td>-0.27020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <td>0.50776</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <td>-6.76414</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <td>3.25528</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <td>8.66112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <td>0.38480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">Dogecoin</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <td>-0.16680</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <td>1.41990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <td>-8.68556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <td>-24.55062</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <td>-24.30954</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <td>-43.37068</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">Cardano</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <td>-0.55222</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <td>3.10948</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <td>-6.64369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <td>-12.95095</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <td>-13.80274</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <td>-34.18081</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">TRON</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <td>0.09779</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <td>1.34746</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <td>1.13999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <td>12.38454</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <td>3.21014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <td>9.27501</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">Avalanche</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <td>-1.35287</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <td>3.47682</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <td>-3.08209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <td>-18.96791</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <td>-21.67564</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <td>-42.89957</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">Shiba Inu</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <td>-0.17758</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <td>1.82550</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <td>-0.68968</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <td>-28.13497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <td>-27.12172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <td>-39.83929</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">Polkadot</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <td>-0.49136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <td>0.42139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <td>-1.36913</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <td>-5.47297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <td>-9.57288</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <td>-26.30490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">Chainlink</th>\n",
       "      <th>quote.USD.percent_change_1h</th>\n",
       "      <td>-0.42087</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_24h</th>\n",
       "      <td>-0.89972</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_7d</th>\n",
       "      <td>-10.89751</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_30d</th>\n",
       "      <td>-19.00349</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_60d</th>\n",
       "      <td>-5.13163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quote.USD.percent_change_90d</th>\n",
       "      <td>-25.23537</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            values\n",
       "name                                              \n",
       "Bitcoin     quote.USD.percent_change_1h   -0.45177\n",
       "            quote.USD.percent_change_24h   1.15080\n",
       "            quote.USD.percent_change_7d   -4.19106\n",
       "            quote.USD.percent_change_30d -16.68297\n",
       "            quote.USD.percent_change_60d  -5.02404\n",
       "            quote.USD.percent_change_90d -17.52742\n",
       "Ethereum    quote.USD.percent_change_1h    0.27063\n",
       "            quote.USD.percent_change_24h   2.01434\n",
       "            quote.USD.percent_change_7d   -5.74679\n",
       "            quote.USD.percent_change_30d -15.09431\n",
       "            quote.USD.percent_change_60d   7.17256\n",
       "            quote.USD.percent_change_90d -11.39462\n",
       "Tether USDt quote.USD.percent_change_1h   -0.01490\n",
       "            quote.USD.percent_change_24h  -0.01817\n",
       "            quote.USD.percent_change_7d    0.11574\n",
       "            quote.USD.percent_change_30d   0.00698\n",
       "            quote.USD.percent_change_60d   0.00658\n",
       "            quote.USD.percent_change_90d  -0.03545\n",
       "BNB         quote.USD.percent_change_1h   -0.14442\n",
       "            quote.USD.percent_change_24h   2.08143\n",
       "            quote.USD.percent_change_7d   -5.86650\n",
       "            quote.USD.percent_change_30d -18.36884\n",
       "            quote.USD.percent_change_60d -11.01320\n",
       "            quote.USD.percent_change_90d -12.91985\n",
       "Solana      quote.USD.percent_change_1h   -0.02035\n",
       "            quote.USD.percent_change_24h   1.19821\n",
       "            quote.USD.percent_change_7d   -1.02056\n",
       "            quote.USD.percent_change_30d -10.44446\n",
       "            quote.USD.percent_change_60d  -2.08663\n",
       "            quote.USD.percent_change_90d -17.50363\n",
       "USDC        quote.USD.percent_change_1h   -0.00911\n",
       "            quote.USD.percent_change_24h  -0.01651\n",
       "            quote.USD.percent_change_7d   -0.00882\n",
       "            quote.USD.percent_change_30d  -0.01209\n",
       "            quote.USD.percent_change_60d  -0.01581\n",
       "            quote.USD.percent_change_90d  -0.02661\n",
       "XRP         quote.USD.percent_change_1h   -0.45887\n",
       "            quote.USD.percent_change_24h   1.06788\n",
       "            quote.USD.percent_change_7d   -8.49223\n",
       "            quote.USD.percent_change_30d -12.24138\n",
       "            quote.USD.percent_change_60d -13.58479\n",
       "            quote.USD.percent_change_90d -28.40365\n",
       "Toncoin     quote.USD.percent_change_1h   -0.27020\n",
       "            quote.USD.percent_change_24h   0.50776\n",
       "            quote.USD.percent_change_7d   -6.76414\n",
       "            quote.USD.percent_change_30d   3.25528\n",
       "            quote.USD.percent_change_60d   8.66112\n",
       "            quote.USD.percent_change_90d   0.38480\n",
       "Dogecoin    quote.USD.percent_change_1h   -0.16680\n",
       "            quote.USD.percent_change_24h   1.41990\n",
       "            quote.USD.percent_change_7d   -8.68556\n",
       "            quote.USD.percent_change_30d -24.55062\n",
       "            quote.USD.percent_change_60d -24.30954\n",
       "            quote.USD.percent_change_90d -43.37068\n",
       "Cardano     quote.USD.percent_change_1h   -0.55222\n",
       "            quote.USD.percent_change_24h   3.10948\n",
       "            quote.USD.percent_change_7d   -6.64369\n",
       "            quote.USD.percent_change_30d -12.95095\n",
       "            quote.USD.percent_change_60d -13.80274\n",
       "            quote.USD.percent_change_90d -34.18081\n",
       "TRON        quote.USD.percent_change_1h    0.09779\n",
       "            quote.USD.percent_change_24h   1.34746\n",
       "            quote.USD.percent_change_7d    1.13999\n",
       "            quote.USD.percent_change_30d  12.38454\n",
       "            quote.USD.percent_change_60d   3.21014\n",
       "            quote.USD.percent_change_90d   9.27501\n",
       "Avalanche   quote.USD.percent_change_1h   -1.35287\n",
       "            quote.USD.percent_change_24h   3.47682\n",
       "            quote.USD.percent_change_7d   -3.08209\n",
       "            quote.USD.percent_change_30d -18.96791\n",
       "            quote.USD.percent_change_60d -21.67564\n",
       "            quote.USD.percent_change_90d -42.89957\n",
       "Shiba Inu   quote.USD.percent_change_1h   -0.17758\n",
       "            quote.USD.percent_change_24h   1.82550\n",
       "            quote.USD.percent_change_7d   -0.68968\n",
       "            quote.USD.percent_change_30d -28.13497\n",
       "            quote.USD.percent_change_60d -27.12172\n",
       "            quote.USD.percent_change_90d -39.83929\n",
       "Polkadot    quote.USD.percent_change_1h   -0.49136\n",
       "            quote.USD.percent_change_24h   0.42139\n",
       "            quote.USD.percent_change_7d   -1.36913\n",
       "            quote.USD.percent_change_30d  -5.47297\n",
       "            quote.USD.percent_change_60d  -9.57288\n",
       "            quote.USD.percent_change_90d -26.30490\n",
       "Chainlink   quote.USD.percent_change_1h   -0.42087\n",
       "            quote.USD.percent_change_24h  -0.89972\n",
       "            quote.USD.percent_change_7d  -10.89751\n",
       "            quote.USD.percent_change_30d -19.00349\n",
       "            quote.USD.percent_change_60d  -5.13163\n",
       "            quote.USD.percent_change_90d -25.23537"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df5 = df4.to_frame(name='values')\n",
    "df5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "baa3b073",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "pandas.core.frame.DataFrame"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(df5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "b8125368",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "values    90\n",
       "dtype: int64"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df5.count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "fc6ade71",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>name</th>\n",
       "      <th>level_1</th>\n",
       "      <th>values</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.45177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>1.15080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-4.19106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-16.68297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-5.02404</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-17.52742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>0.27063</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>2.01434</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-5.74679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-15.09431</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>7.17256</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-11.39462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.01490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>-0.01817</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>0.11574</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>0.00698</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>0.00658</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-0.03545</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>BNB</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.14442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>BNB</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>2.08143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>BNB</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-5.86650</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>BNB</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-18.36884</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>BNB</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-11.01320</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>BNB</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-12.91985</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Solana</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.02035</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Solana</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>1.19821</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Solana</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-1.02056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Solana</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-10.44446</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Solana</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-2.08663</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Solana</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-17.50363</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>USDC</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.00911</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>USDC</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>-0.01651</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>USDC</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-0.00882</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>USDC</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-0.01209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>USDC</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-0.01581</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>USDC</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-0.02661</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>XRP</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.45887</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>XRP</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>1.06788</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>XRP</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-8.49223</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>XRP</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-12.24138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>XRP</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-13.58479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>XRP</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-28.40365</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.27020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>0.50776</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-6.76414</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>3.25528</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>8.66112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>0.38480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.16680</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>1.41990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-8.68556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-24.55062</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-24.30954</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-43.37068</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.55222</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>3.10948</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-6.64369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-12.95095</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-13.80274</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-34.18081</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>TRON</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>0.09779</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>TRON</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>1.34746</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>TRON</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>1.13999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>TRON</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>12.38454</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>TRON</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>3.21014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>TRON</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>9.27501</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-1.35287</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>3.47682</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-3.08209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-18.96791</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-21.67564</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-42.89957</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.17758</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>1.82550</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-0.68968</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-28.13497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-27.12172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-39.83929</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.49136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>0.42139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-1.36913</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-5.47297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-9.57288</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-26.30490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.42087</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>-0.89972</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-10.89751</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-19.00349</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-5.13163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-25.23537</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           name                       level_1    values\n",
       "0       Bitcoin   quote.USD.percent_change_1h  -0.45177\n",
       "1       Bitcoin  quote.USD.percent_change_24h   1.15080\n",
       "2       Bitcoin   quote.USD.percent_change_7d  -4.19106\n",
       "3       Bitcoin  quote.USD.percent_change_30d -16.68297\n",
       "4       Bitcoin  quote.USD.percent_change_60d  -5.02404\n",
       "5       Bitcoin  quote.USD.percent_change_90d -17.52742\n",
       "6      Ethereum   quote.USD.percent_change_1h   0.27063\n",
       "7      Ethereum  quote.USD.percent_change_24h   2.01434\n",
       "8      Ethereum   quote.USD.percent_change_7d  -5.74679\n",
       "9      Ethereum  quote.USD.percent_change_30d -15.09431\n",
       "10     Ethereum  quote.USD.percent_change_60d   7.17256\n",
       "11     Ethereum  quote.USD.percent_change_90d -11.39462\n",
       "12  Tether USDt   quote.USD.percent_change_1h  -0.01490\n",
       "13  Tether USDt  quote.USD.percent_change_24h  -0.01817\n",
       "14  Tether USDt   quote.USD.percent_change_7d   0.11574\n",
       "15  Tether USDt  quote.USD.percent_change_30d   0.00698\n",
       "16  Tether USDt  quote.USD.percent_change_60d   0.00658\n",
       "17  Tether USDt  quote.USD.percent_change_90d  -0.03545\n",
       "18          BNB   quote.USD.percent_change_1h  -0.14442\n",
       "19          BNB  quote.USD.percent_change_24h   2.08143\n",
       "20          BNB   quote.USD.percent_change_7d  -5.86650\n",
       "21          BNB  quote.USD.percent_change_30d -18.36884\n",
       "22          BNB  quote.USD.percent_change_60d -11.01320\n",
       "23          BNB  quote.USD.percent_change_90d -12.91985\n",
       "24       Solana   quote.USD.percent_change_1h  -0.02035\n",
       "25       Solana  quote.USD.percent_change_24h   1.19821\n",
       "26       Solana   quote.USD.percent_change_7d  -1.02056\n",
       "27       Solana  quote.USD.percent_change_30d -10.44446\n",
       "28       Solana  quote.USD.percent_change_60d  -2.08663\n",
       "29       Solana  quote.USD.percent_change_90d -17.50363\n",
       "30         USDC   quote.USD.percent_change_1h  -0.00911\n",
       "31         USDC  quote.USD.percent_change_24h  -0.01651\n",
       "32         USDC   quote.USD.percent_change_7d  -0.00882\n",
       "33         USDC  quote.USD.percent_change_30d  -0.01209\n",
       "34         USDC  quote.USD.percent_change_60d  -0.01581\n",
       "35         USDC  quote.USD.percent_change_90d  -0.02661\n",
       "36          XRP   quote.USD.percent_change_1h  -0.45887\n",
       "37          XRP  quote.USD.percent_change_24h   1.06788\n",
       "38          XRP   quote.USD.percent_change_7d  -8.49223\n",
       "39          XRP  quote.USD.percent_change_30d -12.24138\n",
       "40          XRP  quote.USD.percent_change_60d -13.58479\n",
       "41          XRP  quote.USD.percent_change_90d -28.40365\n",
       "42      Toncoin   quote.USD.percent_change_1h  -0.27020\n",
       "43      Toncoin  quote.USD.percent_change_24h   0.50776\n",
       "44      Toncoin   quote.USD.percent_change_7d  -6.76414\n",
       "45      Toncoin  quote.USD.percent_change_30d   3.25528\n",
       "46      Toncoin  quote.USD.percent_change_60d   8.66112\n",
       "47      Toncoin  quote.USD.percent_change_90d   0.38480\n",
       "48     Dogecoin   quote.USD.percent_change_1h  -0.16680\n",
       "49     Dogecoin  quote.USD.percent_change_24h   1.41990\n",
       "50     Dogecoin   quote.USD.percent_change_7d  -8.68556\n",
       "51     Dogecoin  quote.USD.percent_change_30d -24.55062\n",
       "52     Dogecoin  quote.USD.percent_change_60d -24.30954\n",
       "53     Dogecoin  quote.USD.percent_change_90d -43.37068\n",
       "54      Cardano   quote.USD.percent_change_1h  -0.55222\n",
       "55      Cardano  quote.USD.percent_change_24h   3.10948\n",
       "56      Cardano   quote.USD.percent_change_7d  -6.64369\n",
       "57      Cardano  quote.USD.percent_change_30d -12.95095\n",
       "58      Cardano  quote.USD.percent_change_60d -13.80274\n",
       "59      Cardano  quote.USD.percent_change_90d -34.18081\n",
       "60         TRON   quote.USD.percent_change_1h   0.09779\n",
       "61         TRON  quote.USD.percent_change_24h   1.34746\n",
       "62         TRON   quote.USD.percent_change_7d   1.13999\n",
       "63         TRON  quote.USD.percent_change_30d  12.38454\n",
       "64         TRON  quote.USD.percent_change_60d   3.21014\n",
       "65         TRON  quote.USD.percent_change_90d   9.27501\n",
       "66    Avalanche   quote.USD.percent_change_1h  -1.35287\n",
       "67    Avalanche  quote.USD.percent_change_24h   3.47682\n",
       "68    Avalanche   quote.USD.percent_change_7d  -3.08209\n",
       "69    Avalanche  quote.USD.percent_change_30d -18.96791\n",
       "70    Avalanche  quote.USD.percent_change_60d -21.67564\n",
       "71    Avalanche  quote.USD.percent_change_90d -42.89957\n",
       "72    Shiba Inu   quote.USD.percent_change_1h  -0.17758\n",
       "73    Shiba Inu  quote.USD.percent_change_24h   1.82550\n",
       "74    Shiba Inu   quote.USD.percent_change_7d  -0.68968\n",
       "75    Shiba Inu  quote.USD.percent_change_30d -28.13497\n",
       "76    Shiba Inu  quote.USD.percent_change_60d -27.12172\n",
       "77    Shiba Inu  quote.USD.percent_change_90d -39.83929\n",
       "78     Polkadot   quote.USD.percent_change_1h  -0.49136\n",
       "79     Polkadot  quote.USD.percent_change_24h   0.42139\n",
       "80     Polkadot   quote.USD.percent_change_7d  -1.36913\n",
       "81     Polkadot  quote.USD.percent_change_30d  -5.47297\n",
       "82     Polkadot  quote.USD.percent_change_60d  -9.57288\n",
       "83     Polkadot  quote.USD.percent_change_90d -26.30490\n",
       "84    Chainlink   quote.USD.percent_change_1h  -0.42087\n",
       "85    Chainlink  quote.USD.percent_change_24h  -0.89972\n",
       "86    Chainlink   quote.USD.percent_change_7d -10.89751\n",
       "87    Chainlink  quote.USD.percent_change_30d -19.00349\n",
       "88    Chainlink  quote.USD.percent_change_60d  -5.13163\n",
       "89    Chainlink  quote.USD.percent_change_90d -25.23537"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "index = pd.Index(range(90))\n",
    "\n",
    "# Set the above DataFrame index object as the index\n",
    "# using set_index() function\n",
    "df6 = df5.reset_index()\n",
    "df6\n",
    "\n",
    "# If it only has the index and values try doing reset_index like \"df5.reset_index()\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "7d13cd4d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>name</th>\n",
       "      <th>percent_change</th>\n",
       "      <th>values</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.45177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>1.15080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-4.19106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-16.68297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-5.02404</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-17.52742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>0.27063</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>2.01434</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-5.74679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-15.09431</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>7.17256</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-11.39462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.01490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>-0.01817</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>0.11574</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>0.00698</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>0.00658</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-0.03545</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>BNB</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.14442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>BNB</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>2.08143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>BNB</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-5.86650</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>BNB</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-18.36884</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>BNB</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-11.01320</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>BNB</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-12.91985</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Solana</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.02035</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Solana</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>1.19821</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Solana</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-1.02056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Solana</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-10.44446</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Solana</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-2.08663</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Solana</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-17.50363</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>USDC</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.00911</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>USDC</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>-0.01651</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>USDC</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-0.00882</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>USDC</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-0.01209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>USDC</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-0.01581</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>USDC</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-0.02661</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>XRP</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.45887</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>XRP</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>1.06788</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>XRP</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-8.49223</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>XRP</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-12.24138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>XRP</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-13.58479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>XRP</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-28.40365</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.27020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>0.50776</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-6.76414</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>3.25528</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>8.66112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>0.38480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.16680</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>1.41990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-8.68556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-24.55062</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-24.30954</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-43.37068</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.55222</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>3.10948</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-6.64369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-12.95095</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-13.80274</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-34.18081</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>TRON</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>0.09779</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>TRON</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>1.34746</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>TRON</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>1.13999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>TRON</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>12.38454</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>TRON</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>3.21014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>TRON</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>9.27501</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-1.35287</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>3.47682</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-3.08209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-18.96791</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-21.67564</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-42.89957</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.17758</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>1.82550</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-0.68968</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-28.13497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-27.12172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-39.83929</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.49136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>0.42139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-1.36913</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-5.47297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-9.57288</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-26.30490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>quote.USD.percent_change_1h</td>\n",
       "      <td>-0.42087</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>quote.USD.percent_change_24h</td>\n",
       "      <td>-0.89972</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>quote.USD.percent_change_7d</td>\n",
       "      <td>-10.89751</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>quote.USD.percent_change_30d</td>\n",
       "      <td>-19.00349</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>quote.USD.percent_change_60d</td>\n",
       "      <td>-5.13163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>quote.USD.percent_change_90d</td>\n",
       "      <td>-25.23537</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           name                percent_change    values\n",
       "0       Bitcoin   quote.USD.percent_change_1h  -0.45177\n",
       "1       Bitcoin  quote.USD.percent_change_24h   1.15080\n",
       "2       Bitcoin   quote.USD.percent_change_7d  -4.19106\n",
       "3       Bitcoin  quote.USD.percent_change_30d -16.68297\n",
       "4       Bitcoin  quote.USD.percent_change_60d  -5.02404\n",
       "5       Bitcoin  quote.USD.percent_change_90d -17.52742\n",
       "6      Ethereum   quote.USD.percent_change_1h   0.27063\n",
       "7      Ethereum  quote.USD.percent_change_24h   2.01434\n",
       "8      Ethereum   quote.USD.percent_change_7d  -5.74679\n",
       "9      Ethereum  quote.USD.percent_change_30d -15.09431\n",
       "10     Ethereum  quote.USD.percent_change_60d   7.17256\n",
       "11     Ethereum  quote.USD.percent_change_90d -11.39462\n",
       "12  Tether USDt   quote.USD.percent_change_1h  -0.01490\n",
       "13  Tether USDt  quote.USD.percent_change_24h  -0.01817\n",
       "14  Tether USDt   quote.USD.percent_change_7d   0.11574\n",
       "15  Tether USDt  quote.USD.percent_change_30d   0.00698\n",
       "16  Tether USDt  quote.USD.percent_change_60d   0.00658\n",
       "17  Tether USDt  quote.USD.percent_change_90d  -0.03545\n",
       "18          BNB   quote.USD.percent_change_1h  -0.14442\n",
       "19          BNB  quote.USD.percent_change_24h   2.08143\n",
       "20          BNB   quote.USD.percent_change_7d  -5.86650\n",
       "21          BNB  quote.USD.percent_change_30d -18.36884\n",
       "22          BNB  quote.USD.percent_change_60d -11.01320\n",
       "23          BNB  quote.USD.percent_change_90d -12.91985\n",
       "24       Solana   quote.USD.percent_change_1h  -0.02035\n",
       "25       Solana  quote.USD.percent_change_24h   1.19821\n",
       "26       Solana   quote.USD.percent_change_7d  -1.02056\n",
       "27       Solana  quote.USD.percent_change_30d -10.44446\n",
       "28       Solana  quote.USD.percent_change_60d  -2.08663\n",
       "29       Solana  quote.USD.percent_change_90d -17.50363\n",
       "30         USDC   quote.USD.percent_change_1h  -0.00911\n",
       "31         USDC  quote.USD.percent_change_24h  -0.01651\n",
       "32         USDC   quote.USD.percent_change_7d  -0.00882\n",
       "33         USDC  quote.USD.percent_change_30d  -0.01209\n",
       "34         USDC  quote.USD.percent_change_60d  -0.01581\n",
       "35         USDC  quote.USD.percent_change_90d  -0.02661\n",
       "36          XRP   quote.USD.percent_change_1h  -0.45887\n",
       "37          XRP  quote.USD.percent_change_24h   1.06788\n",
       "38          XRP   quote.USD.percent_change_7d  -8.49223\n",
       "39          XRP  quote.USD.percent_change_30d -12.24138\n",
       "40          XRP  quote.USD.percent_change_60d -13.58479\n",
       "41          XRP  quote.USD.percent_change_90d -28.40365\n",
       "42      Toncoin   quote.USD.percent_change_1h  -0.27020\n",
       "43      Toncoin  quote.USD.percent_change_24h   0.50776\n",
       "44      Toncoin   quote.USD.percent_change_7d  -6.76414\n",
       "45      Toncoin  quote.USD.percent_change_30d   3.25528\n",
       "46      Toncoin  quote.USD.percent_change_60d   8.66112\n",
       "47      Toncoin  quote.USD.percent_change_90d   0.38480\n",
       "48     Dogecoin   quote.USD.percent_change_1h  -0.16680\n",
       "49     Dogecoin  quote.USD.percent_change_24h   1.41990\n",
       "50     Dogecoin   quote.USD.percent_change_7d  -8.68556\n",
       "51     Dogecoin  quote.USD.percent_change_30d -24.55062\n",
       "52     Dogecoin  quote.USD.percent_change_60d -24.30954\n",
       "53     Dogecoin  quote.USD.percent_change_90d -43.37068\n",
       "54      Cardano   quote.USD.percent_change_1h  -0.55222\n",
       "55      Cardano  quote.USD.percent_change_24h   3.10948\n",
       "56      Cardano   quote.USD.percent_change_7d  -6.64369\n",
       "57      Cardano  quote.USD.percent_change_30d -12.95095\n",
       "58      Cardano  quote.USD.percent_change_60d -13.80274\n",
       "59      Cardano  quote.USD.percent_change_90d -34.18081\n",
       "60         TRON   quote.USD.percent_change_1h   0.09779\n",
       "61         TRON  quote.USD.percent_change_24h   1.34746\n",
       "62         TRON   quote.USD.percent_change_7d   1.13999\n",
       "63         TRON  quote.USD.percent_change_30d  12.38454\n",
       "64         TRON  quote.USD.percent_change_60d   3.21014\n",
       "65         TRON  quote.USD.percent_change_90d   9.27501\n",
       "66    Avalanche   quote.USD.percent_change_1h  -1.35287\n",
       "67    Avalanche  quote.USD.percent_change_24h   3.47682\n",
       "68    Avalanche   quote.USD.percent_change_7d  -3.08209\n",
       "69    Avalanche  quote.USD.percent_change_30d -18.96791\n",
       "70    Avalanche  quote.USD.percent_change_60d -21.67564\n",
       "71    Avalanche  quote.USD.percent_change_90d -42.89957\n",
       "72    Shiba Inu   quote.USD.percent_change_1h  -0.17758\n",
       "73    Shiba Inu  quote.USD.percent_change_24h   1.82550\n",
       "74    Shiba Inu   quote.USD.percent_change_7d  -0.68968\n",
       "75    Shiba Inu  quote.USD.percent_change_30d -28.13497\n",
       "76    Shiba Inu  quote.USD.percent_change_60d -27.12172\n",
       "77    Shiba Inu  quote.USD.percent_change_90d -39.83929\n",
       "78     Polkadot   quote.USD.percent_change_1h  -0.49136\n",
       "79     Polkadot  quote.USD.percent_change_24h   0.42139\n",
       "80     Polkadot   quote.USD.percent_change_7d  -1.36913\n",
       "81     Polkadot  quote.USD.percent_change_30d  -5.47297\n",
       "82     Polkadot  quote.USD.percent_change_60d  -9.57288\n",
       "83     Polkadot  quote.USD.percent_change_90d -26.30490\n",
       "84    Chainlink   quote.USD.percent_change_1h  -0.42087\n",
       "85    Chainlink  quote.USD.percent_change_24h  -0.89972\n",
       "86    Chainlink   quote.USD.percent_change_7d -10.89751\n",
       "87    Chainlink  quote.USD.percent_change_30d -19.00349\n",
       "88    Chainlink  quote.USD.percent_change_60d  -5.13163\n",
       "89    Chainlink  quote.USD.percent_change_90d -25.23537"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Change the column name\n",
    "\n",
    "df7 = df6.rename(columns={'level_1': 'percent_change'})\n",
    "df7"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "a72480a3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>name</th>\n",
       "      <th>percent_change</th>\n",
       "      <th>values</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>1h</td>\n",
       "      <td>-0.45177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>24h</td>\n",
       "      <td>1.15080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>7d</td>\n",
       "      <td>-4.19106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>30d</td>\n",
       "      <td>-16.68297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>60d</td>\n",
       "      <td>-5.02404</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>90d</td>\n",
       "      <td>-17.52742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>1h</td>\n",
       "      <td>0.27063</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>24h</td>\n",
       "      <td>2.01434</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>7d</td>\n",
       "      <td>-5.74679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>30d</td>\n",
       "      <td>-15.09431</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>60d</td>\n",
       "      <td>7.17256</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>90d</td>\n",
       "      <td>-11.39462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>1h</td>\n",
       "      <td>-0.01490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>24h</td>\n",
       "      <td>-0.01817</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>7d</td>\n",
       "      <td>0.11574</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>30d</td>\n",
       "      <td>0.00698</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>60d</td>\n",
       "      <td>0.00658</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Tether USDt</td>\n",
       "      <td>90d</td>\n",
       "      <td>-0.03545</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>BNB</td>\n",
       "      <td>1h</td>\n",
       "      <td>-0.14442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>BNB</td>\n",
       "      <td>24h</td>\n",
       "      <td>2.08143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>BNB</td>\n",
       "      <td>7d</td>\n",
       "      <td>-5.86650</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>BNB</td>\n",
       "      <td>30d</td>\n",
       "      <td>-18.36884</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>BNB</td>\n",
       "      <td>60d</td>\n",
       "      <td>-11.01320</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>BNB</td>\n",
       "      <td>90d</td>\n",
       "      <td>-12.91985</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Solana</td>\n",
       "      <td>1h</td>\n",
       "      <td>-0.02035</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Solana</td>\n",
       "      <td>24h</td>\n",
       "      <td>1.19821</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Solana</td>\n",
       "      <td>7d</td>\n",
       "      <td>-1.02056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Solana</td>\n",
       "      <td>30d</td>\n",
       "      <td>-10.44446</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Solana</td>\n",
       "      <td>60d</td>\n",
       "      <td>-2.08663</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Solana</td>\n",
       "      <td>90d</td>\n",
       "      <td>-17.50363</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>USDC</td>\n",
       "      <td>1h</td>\n",
       "      <td>-0.00911</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>USDC</td>\n",
       "      <td>24h</td>\n",
       "      <td>-0.01651</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>USDC</td>\n",
       "      <td>7d</td>\n",
       "      <td>-0.00882</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>USDC</td>\n",
       "      <td>30d</td>\n",
       "      <td>-0.01209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>USDC</td>\n",
       "      <td>60d</td>\n",
       "      <td>-0.01581</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>USDC</td>\n",
       "      <td>90d</td>\n",
       "      <td>-0.02661</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>XRP</td>\n",
       "      <td>1h</td>\n",
       "      <td>-0.45887</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>XRP</td>\n",
       "      <td>24h</td>\n",
       "      <td>1.06788</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>XRP</td>\n",
       "      <td>7d</td>\n",
       "      <td>-8.49223</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>XRP</td>\n",
       "      <td>30d</td>\n",
       "      <td>-12.24138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>XRP</td>\n",
       "      <td>60d</td>\n",
       "      <td>-13.58479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>XRP</td>\n",
       "      <td>90d</td>\n",
       "      <td>-28.40365</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>1h</td>\n",
       "      <td>-0.27020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>24h</td>\n",
       "      <td>0.50776</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>7d</td>\n",
       "      <td>-6.76414</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>30d</td>\n",
       "      <td>3.25528</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>60d</td>\n",
       "      <td>8.66112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Toncoin</td>\n",
       "      <td>90d</td>\n",
       "      <td>0.38480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>1h</td>\n",
       "      <td>-0.16680</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>24h</td>\n",
       "      <td>1.41990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>7d</td>\n",
       "      <td>-8.68556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>30d</td>\n",
       "      <td>-24.55062</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>60d</td>\n",
       "      <td>-24.30954</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Dogecoin</td>\n",
       "      <td>90d</td>\n",
       "      <td>-43.37068</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>1h</td>\n",
       "      <td>-0.55222</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>24h</td>\n",
       "      <td>3.10948</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>7d</td>\n",
       "      <td>-6.64369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>30d</td>\n",
       "      <td>-12.95095</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>60d</td>\n",
       "      <td>-13.80274</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Cardano</td>\n",
       "      <td>90d</td>\n",
       "      <td>-34.18081</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>TRON</td>\n",
       "      <td>1h</td>\n",
       "      <td>0.09779</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>TRON</td>\n",
       "      <td>24h</td>\n",
       "      <td>1.34746</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>TRON</td>\n",
       "      <td>7d</td>\n",
       "      <td>1.13999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>TRON</td>\n",
       "      <td>30d</td>\n",
       "      <td>12.38454</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>TRON</td>\n",
       "      <td>60d</td>\n",
       "      <td>3.21014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>TRON</td>\n",
       "      <td>90d</td>\n",
       "      <td>9.27501</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>1h</td>\n",
       "      <td>-1.35287</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>24h</td>\n",
       "      <td>3.47682</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>7d</td>\n",
       "      <td>-3.08209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>30d</td>\n",
       "      <td>-18.96791</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>60d</td>\n",
       "      <td>-21.67564</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>Avalanche</td>\n",
       "      <td>90d</td>\n",
       "      <td>-42.89957</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>1h</td>\n",
       "      <td>-0.17758</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>24h</td>\n",
       "      <td>1.82550</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>7d</td>\n",
       "      <td>-0.68968</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>30d</td>\n",
       "      <td>-28.13497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>60d</td>\n",
       "      <td>-27.12172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Shiba Inu</td>\n",
       "      <td>90d</td>\n",
       "      <td>-39.83929</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>1h</td>\n",
       "      <td>-0.49136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>24h</td>\n",
       "      <td>0.42139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>7d</td>\n",
       "      <td>-1.36913</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>30d</td>\n",
       "      <td>-5.47297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>60d</td>\n",
       "      <td>-9.57288</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Polkadot</td>\n",
       "      <td>90d</td>\n",
       "      <td>-26.30490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>1h</td>\n",
       "      <td>-0.42087</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>24h</td>\n",
       "      <td>-0.89972</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>7d</td>\n",
       "      <td>-10.89751</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>30d</td>\n",
       "      <td>-19.00349</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>60d</td>\n",
       "      <td>-5.13163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>Chainlink</td>\n",
       "      <td>90d</td>\n",
       "      <td>-25.23537</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           name percent_change    values\n",
       "0       Bitcoin             1h  -0.45177\n",
       "1       Bitcoin            24h   1.15080\n",
       "2       Bitcoin             7d  -4.19106\n",
       "3       Bitcoin            30d -16.68297\n",
       "4       Bitcoin            60d  -5.02404\n",
       "5       Bitcoin            90d -17.52742\n",
       "6      Ethereum             1h   0.27063\n",
       "7      Ethereum            24h   2.01434\n",
       "8      Ethereum             7d  -5.74679\n",
       "9      Ethereum            30d -15.09431\n",
       "10     Ethereum            60d   7.17256\n",
       "11     Ethereum            90d -11.39462\n",
       "12  Tether USDt             1h  -0.01490\n",
       "13  Tether USDt            24h  -0.01817\n",
       "14  Tether USDt             7d   0.11574\n",
       "15  Tether USDt            30d   0.00698\n",
       "16  Tether USDt            60d   0.00658\n",
       "17  Tether USDt            90d  -0.03545\n",
       "18          BNB             1h  -0.14442\n",
       "19          BNB            24h   2.08143\n",
       "20          BNB             7d  -5.86650\n",
       "21          BNB            30d -18.36884\n",
       "22          BNB            60d -11.01320\n",
       "23          BNB            90d -12.91985\n",
       "24       Solana             1h  -0.02035\n",
       "25       Solana            24h   1.19821\n",
       "26       Solana             7d  -1.02056\n",
       "27       Solana            30d -10.44446\n",
       "28       Solana            60d  -2.08663\n",
       "29       Solana            90d -17.50363\n",
       "30         USDC             1h  -0.00911\n",
       "31         USDC            24h  -0.01651\n",
       "32         USDC             7d  -0.00882\n",
       "33         USDC            30d  -0.01209\n",
       "34         USDC            60d  -0.01581\n",
       "35         USDC            90d  -0.02661\n",
       "36          XRP             1h  -0.45887\n",
       "37          XRP            24h   1.06788\n",
       "38          XRP             7d  -8.49223\n",
       "39          XRP            30d -12.24138\n",
       "40          XRP            60d -13.58479\n",
       "41          XRP            90d -28.40365\n",
       "42      Toncoin             1h  -0.27020\n",
       "43      Toncoin            24h   0.50776\n",
       "44      Toncoin             7d  -6.76414\n",
       "45      Toncoin            30d   3.25528\n",
       "46      Toncoin            60d   8.66112\n",
       "47      Toncoin            90d   0.38480\n",
       "48     Dogecoin             1h  -0.16680\n",
       "49     Dogecoin            24h   1.41990\n",
       "50     Dogecoin             7d  -8.68556\n",
       "51     Dogecoin            30d -24.55062\n",
       "52     Dogecoin            60d -24.30954\n",
       "53     Dogecoin            90d -43.37068\n",
       "54      Cardano             1h  -0.55222\n",
       "55      Cardano            24h   3.10948\n",
       "56      Cardano             7d  -6.64369\n",
       "57      Cardano            30d -12.95095\n",
       "58      Cardano            60d -13.80274\n",
       "59      Cardano            90d -34.18081\n",
       "60         TRON             1h   0.09779\n",
       "61         TRON            24h   1.34746\n",
       "62         TRON             7d   1.13999\n",
       "63         TRON            30d  12.38454\n",
       "64         TRON            60d   3.21014\n",
       "65         TRON            90d   9.27501\n",
       "66    Avalanche             1h  -1.35287\n",
       "67    Avalanche            24h   3.47682\n",
       "68    Avalanche             7d  -3.08209\n",
       "69    Avalanche            30d -18.96791\n",
       "70    Avalanche            60d -21.67564\n",
       "71    Avalanche            90d -42.89957\n",
       "72    Shiba Inu             1h  -0.17758\n",
       "73    Shiba Inu            24h   1.82550\n",
       "74    Shiba Inu             7d  -0.68968\n",
       "75    Shiba Inu            30d -28.13497\n",
       "76    Shiba Inu            60d -27.12172\n",
       "77    Shiba Inu            90d -39.83929\n",
       "78     Polkadot             1h  -0.49136\n",
       "79     Polkadot            24h   0.42139\n",
       "80     Polkadot             7d  -1.36913\n",
       "81     Polkadot            30d  -5.47297\n",
       "82     Polkadot            60d  -9.57288\n",
       "83     Polkadot            90d -26.30490\n",
       "84    Chainlink             1h  -0.42087\n",
       "85    Chainlink            24h  -0.89972\n",
       "86    Chainlink             7d -10.89751\n",
       "87    Chainlink            30d -19.00349\n",
       "88    Chainlink            60d  -5.13163\n",
       "89    Chainlink            90d -25.23537"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df7['percent_change'] = df7['percent_change'].replace(['quote.USD.percent_change_1h','quote.USD.percent_change_24h','quote.USD.percent_change_7d','quote.USD.percent_change_30d','quote.USD.percent_change_60d','quote.USD.percent_change_90d'],['1h','24h','7d','30d','60d','90d'])\n",
    "df7"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "16a3121f",
   "metadata": {},
   "outputs": [],
   "source": [
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "c287a308",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x1895224f670>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 632.875x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.catplot(x='percent_change', y='values', hue='name', data=df7, kind='point')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "2915d494",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>name</th>\n",
       "      <th>quote.USD.price</th>\n",
       "      <th>timestamp</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>57842.22696</td>\n",
       "      <td>2024-07-10 14:08:09.434399</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      name  quote.USD.price                  timestamp\n",
       "0  Bitcoin      57842.22696 2024-07-10 14:08:09.434399"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Now to do something much simpler\n",
    "# we are going to create a dataframe with the columns we want\n",
    "\n",
    "df10 = df[['name','quote.USD.price','timestamp']]\n",
    "df10 = df10.query(\"name == 'Bitcoin'\")\n",
    "df10"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ae8459af",
   "metadata": {},
   "outputs": [],
   "source": [
    "sns.set_theme(style=\"darkgrid\")\n",
    "\n",
    "sns.lineplot(x='timestamp', y='quote.USD.price', data = df10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "db10f9de",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}