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author
Bruno Goncalves
committed
clean up notebooks
1 parent 1de312a commit 15de955

10 files changed

+2021
-794
lines changed

‎1. Pitfalls.ipynb

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"\n",
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"Compiler : Clang 10.0.0 \n",
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"OS : Darwin\n",
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"Release : 20.3.0\n",
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"Release : 20.6.0\n",
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"Machine : x86_64\n",
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"Processor : i386\n",
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"CPU cores : 16\n",
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"Architecture: 64bit\n",
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"\n",
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"Git hash: cf1f9e0456cec9d5d960512c3269cc904d79928a\n",
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"Git hash: 1de312ab8ec83b204e8a22ebe02393243330f40f\n",
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"\n",
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"watermark : 2.1.0\n",
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"matplotlib : 3.3.2\n",
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"numpy : 1.19.2\n",
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"numpy_financial: 1.0.0\n",
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"watermark : 2.1.0\n",
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"json : 2.0.9\n",
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"numpy : 1.19.2\n",
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"pandas : 1.1.3\n",
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"\n"
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]
@@ -958,6 +958,33 @@
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"dates = pd.date_range('08/01/2020', periods=months, freq='M')+pd.Timedelta('1D')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 13,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"DatetimeIndex(['2020-09-01', '2020-10-01', '2020-11-01', '2020-12-01',\n",
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" '2021-01-01', '2021-02-01', '2021-03-01', '2021-04-01',\n",
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" '2021-05-01', '2021-06-01',\n",
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" ...\n",
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" '2049-11-01', '2049-12-01', '2050-01-01', '2050-02-01',\n",
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" '2050-03-01', '2050-04-01', '2050-05-01', '2050-06-01',\n",
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" '2050-07-01', '2050-08-01'],\n",
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" dtype='datetime64[ns]', length=360, freq=None)"
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]
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},
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"execution_count": 13,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"dates"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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},
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{
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"cell_type": "code",
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"execution_count": 13,
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"execution_count": 14,
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"metadata": {},
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"outputs": [],
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"source": [
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},
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{
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"cell_type": "code",
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"execution_count": 15,
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"metadata": {},
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"outputs": [],
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},
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{
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"cell_type": "code",
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"execution_count": 15,
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"execution_count": 16,
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"outputs": [
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{
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"[344 rows x 9 columns]"
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]
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},
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"execution_count": 15,
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"execution_count": 16,
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"metadata": {},
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"output_type": "execute_result"
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},
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{
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"cell_type": "code",
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"execution_count": 16,
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"execution_count": 17,
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"metadata": {},
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"outputs": [],
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"source": [
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"movies = pd.read_excel('data/movies.xlsx')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 18,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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" vertical-align: top;\n",
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" text-align: right;\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>Title</th>\n",
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" <th>Year</th>\n",
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" <th>Genres</th>\n",
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" <th>Language</th>\n",
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" <th>Country</th>\n",
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" <th>Content Rating</th>\n",
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" <th>Duration</th>\n",
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" <th>Aspect Ratio</th>\n",
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" <th>Budget</th>\n",
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" <th>Gross Earnings</th>\n",
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" <th>...</th>\n",
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" <th>Facebook Likes - Actor 1</th>\n",
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" <th>Facebook Likes - Actor 2</th>\n",
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" <th>Facebook Likes - Actor 3</th>\n",
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" <th>Facebook Likes - cast Total</th>\n",
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" <th>Facebook likes - Movie</th>\n",
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" <th>Facenumber in posters</th>\n",
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" <th>User Votes</th>\n",
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" <th>Reviews by Users</th>\n",
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" <th>Reviews by Crtiics</th>\n",
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" <th>IMDB Score</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>0</th>\n",
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" <td>Intolerance: Love's Struggle Throughout the Ages</td>\n",
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" <td>1916</td>\n",
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" <td>Drama|History|War</td>\n",
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" <td>NaN</td>\n",
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" <td>USA</td>\n",
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" <td>Not Rated</td>\n",
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" <td>123</td>\n",
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" <td>1.33</td>\n",
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" <td>385907.0</td>\n",
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" <td>NaN</td>\n",
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" <td>...</td>\n",
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" <td>436</td>\n",
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" <td>22</td>\n",
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" <td>9.0</td>\n",
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" <td>481</td>\n",
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" <td>691</td>\n",
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" <td>1</td>\n",
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" <td>10718</td>\n",
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" <td>88</td>\n",
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" <td>69.0</td>\n",
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" <td>8.0</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>1</th>\n",
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" <td>Over the Hill to the Poorhouse</td>\n",
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" <td>1920</td>\n",
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" <td>Crime|Drama</td>\n",
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" <td>NaN</td>\n",
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" <td>USA</td>\n",
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" <td>NaN</td>\n",
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" <td>110</td>\n",
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" <td>1.33</td>\n",
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" <td>100000.0</td>\n",
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" <td>3000000.0</td>\n",
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" <td>...</td>\n",
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" <td>2</td>\n",
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" <td>2</td>\n",
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" <td>0.0</td>\n",
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" <td>4</td>\n",
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" <td>0</td>\n",
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" <td>1</td>\n",
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" <td>5</td>\n",
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" <td>1</td>\n",
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" <td>1.0</td>\n",
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" <td>4.8</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>2</th>\n",
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" <td>The Big Parade</td>\n",
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" <td>1925</td>\n",
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" <td>Drama|Romance|War</td>\n",
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" <td>NaN</td>\n",
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" <td>USA</td>\n",
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" <td>Not Rated</td>\n",
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" <td>151</td>\n",
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" <td>1.33</td>\n",
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" <td>245000.0</td>\n",
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" <td>NaN</td>\n",
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" <td>...</td>\n",
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" <td>81</td>\n",
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" <td>12</td>\n",
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" <td>6.0</td>\n",
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" <td>108</td>\n",
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" <td>226</td>\n",
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" <td>0</td>\n",
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" <td>4849</td>\n",
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" <td>45</td>\n",
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" <td>48.0</td>\n",
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" <td>8.3</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>3</th>\n",
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" <td>Metropolis</td>\n",
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" <td>1927</td>\n",
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" <td>Drama|Sci-Fi</td>\n",
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" <td>German</td>\n",
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" <td>Germany</td>\n",
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" <td>Not Rated</td>\n",
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" <td>145</td>\n",
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" <td>1.33</td>\n",
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" <td>6000000.0</td>\n",
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" <td>26435.0</td>\n",
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" <td>...</td>\n",
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" <td>136</td>\n",
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" <td>23</td>\n",
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" <td>18.0</td>\n",
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" <td>1</td>\n",
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" <td>111841</td>\n",
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" <td>413</td>\n",
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" <td>260.0</td>\n",
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" <td>8.3</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>4</th>\n",
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" <td>Pandora's Box</td>\n",
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" <td>1929</td>\n",
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" <td>Crime|Drama|Romance</td>\n",
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" <td>German</td>\n",
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" <td>Germany</td>\n",
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" <td>Not Rated</td>\n",
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" <td>110</td>\n",
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" <td>1.33</td>\n",
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" <td>NaN</td>\n",
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" <td>9950.0</td>\n",
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" <td>...</td>\n",
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" <td>426</td>\n",
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" <td>20</td>\n",
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" <td>3.0</td>\n",
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" <td>455</td>\n",
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" <td>926</td>\n",
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" <td>1</td>\n",
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" <td>7431</td>\n",
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" <td>84</td>\n",
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" <td>71.0</td>\n",
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" <td>8.0</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"<p>5 rows × 25 columns</p>\n",
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"</div>"
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],
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"text/plain": [
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" Title Year \\\n",
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"0 Intolerance: Love's Struggle Throughout the Ages  1916 \n",
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"1 Over the Hill to the Poorhouse  1920 \n",
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"2 The Big Parade  1925 \n",
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"3 Metropolis  1927 \n",
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"4 Pandora's Box  1929 \n",
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"\n",
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" Genres Language Country Content Rating Duration \\\n",
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"0 Drama|History|War NaN USA Not Rated 123 \n",
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"1 Crime|Drama NaN USA NaN 110 \n",
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"2 Drama|Romance|War NaN USA Not Rated 151 \n",
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"3 Drama|Sci-Fi German Germany Not Rated 145 \n",
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"4 Crime|Drama|Romance German Germany Not Rated 110 \n",
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"\n",
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" Aspect Ratio Budget Gross Earnings ... Facebook Likes - Actor 1 \\\n",
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"0 1.33 385907.0 NaN ... 436 \n",
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"1 1.33 100000.0 3000000.0 ... 2 \n",
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"2 1.33 245000.0 NaN ... 81 \n",
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"3 1.33 6000000.0 26435.0 ... 136 \n",
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"4 1.33 NaN 9950.0 ... 426 \n",
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"\n",
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" Facebook Likes - Actor 2 Facebook Likes - Actor 3 \\\n",
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"0 22 9.0 \n",
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"1 2 0.0 \n",
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"2 12 6.0 \n",
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"3 23 18.0 \n",
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"4 20 3.0 \n",
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"\n",
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" Facebook Likes - cast Total Facebook likes - Movie Facenumber in posters \\\n",
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"0 481 691 1 \n",
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"1 4 0 1 \n",
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"2 108 226 0 \n",
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"3 203 12000 1 \n",
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"4 455 926 1 \n",
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"\n",
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" User Votes Reviews by Users Reviews by Crtiics IMDB Score \n",
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"0 10718 88 69.0 8.0 \n",
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"1 5 1 1.0 4.8 \n",
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"2 4849 45 48.0 8.3 \n",
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"3 111841 413 260.0 8.3 \n",
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"4 7431 84 71.0 8.0 \n",
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"\n",
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"[5 rows x 25 columns]"
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]
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},
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"execution_count": 18,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"movies.head()"
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]
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},
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"\"Intolerance: Love's Struggle Throughout the Ages\\xa0\""
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"'It Happened One Night\\xa0'"
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},
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"metadata": {},
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}
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"source": [
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"movies['Title'].iloc[10]"
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"\"Intolerance: Love's Struggle Throughout the Ages\""
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"metadata": {},
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