moved everything to func

Author: amandaha8

equity_index/01_hcd_income_limit.ipynb

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": null,
    "id": "0ff0cf22-9eb0-470a-a2ae-b60728907ed2",
    "metadata": {},
    "outputs": [],
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "id": "2d73318a-d91f-41ae-87f9-d71839c6e5f4",
    "metadata": {},
    "outputs": [],
@@ -27,7 +27,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": null,
    "id": "5052ccd3-28e4-4e3d-bfbe-88e8f2fd6dce",
    "metadata": {},
    "outputs": [],
@@ -143,83 +143,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": null,
    "id": "c294b576-3578-44d1-a71d-d2fbfc535e38",
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<pdfplumber.pdf.PDF at 0x7c97c8b39490>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/plain": [
-       "<Page:6>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Warning: expected 58 counties, found 0. If you see 57, double-check that page bounds include both 13 and 14.\n"
-     ]
-    },
-    {
-     "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>county</th>\n",
-       "      <th>one</th>\n",
-       "      <th>two</th>\n",
-       "      <th>three</th>\n",
-       "      <th>four</th>\n",
-       "      <th>five</th>\n",
-       "      <th>six</th>\n",
-       "      <th>seven</th>\n",
-       "      <th>eight</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "Empty DataFrame\n",
-       "Columns: [county, one, two, three, four, five, six, seven, eight]\n",
-       "Index: []"
-      ]
-     },
-     "execution_count": 40,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "extract_low_income_limits(pdf_path = \"./hcd_income_limits_2024.pdf\",\n",
     "                         start_page = 6,\n",