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zachwill/_Pareto IMDB for The Office.ipynb

Last active April 28, 2020 20:14
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_Pareto IMDB for The Office.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import requests as req\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import seaborn as sns\n",
"\n",
"from pomegranate import GeneralMixtureModel, ExponentialDistribution, NormalDistribution\n",
"from scipy.stats import gmean\n",
"\n",
"from tqdm import tqdm\n",
"\n",
"sns.set(context=\"talk\", style=\"darkgrid\")\n",
"\n",
"pd.options.display.max_rows = 9999\n",
"pd.options.display.max_columns = 999"
]
},
{
"cell_type": "code",
"execution_count": 2,
"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>Trend</th>\n",
" <th>Season</th>\n",
" <th>Episode</th>\n",
" <th>Title</th>\n",
" <th>Year</th>\n",
" <th>Votes</th>\n",
" <th>Rating</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>50</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>Pilot</td>\n",
" <td>2005</td>\n",
" <td>4,635</td>\n",
" <td>7.5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>46</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>Diversity Day</td>\n",
" <td>2005</td>\n",
" <td>4,497</td>\n",
" <td>8.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>43</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>Health Care</td>\n",
" <td>2005</td>\n",
" <td>3,787</td>\n",
" <td>7.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>44</td>\n",
" <td>1</td>\n",
" <td>4</td>\n",
" <td>The Alliance</td>\n",
" <td>2005</td>\n",
" <td>3,680</td>\n",
" <td>8.1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>49</td>\n",
" <td>1</td>\n",
" <td>5</td>\n",
" <td>Basketball</td>\n",
" <td>2005</td>\n",
" <td>4,021</td>\n",
" <td>8.4</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Trend Season Episode Title Year Votes Rating\n",
"0 50 1 1 Pilot 2005 4,635 7.5\n",
"1 46 1 2 Diversity Day 2005 4,497 8.3\n",
"2 43 1 3 Health Care 2005 3,787 7.8\n",
"3 44 1 4 The Alliance 2005 3,680 8.1\n",
"4 49 1 5 Basketball 2005 4,021 8.4"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df = pd.read_csv(\"imdb_office.csv\")\n",
"df.head()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"count 188.000000\n",
"mean 8.245745\n",
"std 0.585231\n",
"min 6.600000\n",
"20% 7.800000\n",
"50% 8.200000\n",
"80% 8.700000\n",
"max 9.800000\n",
"Name: Rating, dtype: float64"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.Rating.describe([0.2, 0.5, 0.8])"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
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" background-color: #ffffe5;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row25_col1 {\n",
" background-color: #b83289;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row25_col2 {\n",
" background-color: #c6417d;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row25_col4 {\n",
" background-color: #cc4778;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row25_col6 {\n",
" background-color: #005e33;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row26_col1 {\n",
" background-color: #b83289;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row26_col2 {\n",
" background-color: #e87059;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row26_col4 {\n",
" background-color: #cc4778;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row26_col6 {\n",
" background-color: #ffffe5;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row27_col1 {\n",
" background-color: #b83289;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row27_col2 {\n",
" background-color: #fca636;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row27_col4 {\n",
" background-color: #cc4778;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row27_col6 {\n",
" background-color: #ffffe5;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row28_col1 {\n",
" background-color: #b83289;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row28_col2 {\n",
" background-color: #feb72d;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row28_col4 {\n",
" background-color: #cc4778;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row28_col6 {\n",
" background-color: #ffffe5;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row29_col1 {\n",
" background-color: #b83289;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row29_col2 {\n",
" background-color: #fdc627;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row29_col4 {\n",
" background-color: #cc4778;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row29_col6 {\n",
" background-color: #8bce81;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row30_col1 {\n",
" background-color: #b83289;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row30_col2 {\n",
" background-color: #f6e826;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row30_col4 {\n",
" background-color: #cc4778;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row30_col6 {\n",
" background-color: #ffffe5;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row31_col1 {\n",
" background-color: #b83289;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row31_col2 {\n",
" background-color: #f0f921;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row31_col4 {\n",
" background-color: #cc4778;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row31_col6 {\n",
" background-color: #d2eda0;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row32_col1 {\n",
" background-color: #db5c68;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row32_col2 {\n",
" background-color: #0d0887;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row32_col4 {\n",
" background-color: #cc4778;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row32_col6 {\n",
" background-color: #f9fdc5;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row33_col1 {\n",
" background-color: #db5c68;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row33_col2 {\n",
" background-color: #4903a0;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row33_col4 {\n",
" background-color: #cc4778;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row33_col6 {\n",
" background-color: #3fa85b;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row34_col1 {\n",
" background-color: #db5c68;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row34_col2 {\n",
" background-color: #5901a5;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row34_col4 {\n",
" background-color: #cc4778;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row34_col6 {\n",
" background-color: #3fa85b;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row35_col1 {\n",
" background-color: #db5c68;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row35_col2 {\n",
" background-color: #a51f99;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row35_col4 {\n",
" background-color: #cc4778;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row35_col6 {\n",
" background-color: #ffffe5;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row36_col1 {\n",
" background-color: #f48849;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row36_col2 {\n",
" background-color: #b12a90;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row36_col4 {\n",
" background-color: #e66c5c;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row36_col6 {\n",
" background-color: #d2eda0;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row37_col1 {\n",
" background-color: #f48849;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row37_col2 {\n",
" background-color: #e16462;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row37_col4 {\n",
" background-color: #f89540;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row37_col6 {\n",
" background-color: #3fa85b;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row38_col1 {\n",
" background-color: #f48849;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row38_col2 {\n",
" background-color: #ef7e50;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row38_col4 {\n",
" background-color: #f89540;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row38_col6 {\n",
" background-color: #64bc6f;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row39_col1 {\n",
" background-color: #f48849;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row39_col2 {\n",
" background-color: #f9983e;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row39_col4 {\n",
" background-color: #f89540;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row39_col6 {\n",
" background-color: #d2eda0;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row40_col1 {\n",
" background-color: #f48849;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row40_col2 {\n",
" background-color: #fca636;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row40_col4 {\n",
" background-color: #f89540;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row40_col6 {\n",
" background-color: #004529;\n",
" color: #f1f1f1;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row41_col1 {\n",
" background-color: #f48849;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row41_col2 {\n",
" background-color: #fdc627;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row41_col4 {\n",
" background-color: #f89540;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row41_col6 {\n",
" background-color: #ffffe5;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row42_col1 {\n",
" background-color: #f48849;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row42_col2 {\n",
" background-color: #fbd724;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row42_col4 {\n",
" background-color: #f89540;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row42_col6 {\n",
" background-color: #f9fdc5;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row43_col1 {\n",
" background-color: #f0f921;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row43_col2 {\n",
" background-color: #fca636;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row43_col4 {\n",
" background-color: #f0f921;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row43_col6 {\n",
" background-color: #d2eda0;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row44_col1 {\n",
" background-color: #f0f921;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row44_col2 {\n",
" background-color: #feb72d;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row44_col4 {\n",
" background-color: #f0f921;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row44_col6 {\n",
" background-color: #288a47;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row45_col1 {\n",
" background-color: #f0f921;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row45_col2 {\n",
" background-color: #fdc627;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row45_col4 {\n",
" background-color: #f0f921;\n",
" color: #000000;\n",
" } #T_d5e77dee_8988_11ea_93ba_acde48001122row45_col6 {\n",
" background-color: #004529;\n",
" color: #f1f1f1;\n",
" }</style><table id=\"T_d5e77dee_8988_11ea_93ba_acde48001122\" ><thead> <tr> <th class=\"blank level0\" ></th> <th class=\"col_heading level0 col0\" >Trend</th> <th class=\"col_heading level0 col1\" >Season</th> <th class=\"col_heading level0 col2\" >Episode</th> <th class=\"col_heading level0 col3\" >Title</th> <th class=\"col_heading level0 col4\" >Year</th> <th class=\"col_heading level0 col5\" >Votes</th> <th class=\"col_heading level0 col6\" >Rating</th> </tr></thead><tbody>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row0\" class=\"row_heading level0 row0\" >6</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row0_col0\" class=\"data row0 col0\" >52</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row0_col1\" class=\"data row0 col1\" >2</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row0_col2\" class=\"data row0 col2\" >1</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row0_col3\" class=\"data row0 col3\" >The Dundies</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row0_col4\" class=\"data row0 col4\" >2005</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row0_col5\" class=\"data row0 col5\" >4,050</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row0_col6\" class=\"data row0 col6\" >8.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row1\" class=\"row_heading level0 row1\" >15</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row1_col0\" class=\"data row1 col0\" >36</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row1_col1\" class=\"data row1 col1\" >2</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row1_col2\" class=\"data row1 col2\" >10</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row1_col3\" class=\"data row1 col3\" >Christmas Party</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row1_col4\" class=\"data row1 col4\" >2005</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row1_col5\" class=\"data row1 col5\" >3,413</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row1_col6\" class=\"data row1 col6\" >8.9</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row2\" class=\"row_heading level0 row2\" >17</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row2_col0\" class=\"data row2 col0\" >44</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row2_col1\" class=\"data row2 col1\" >2</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row2_col2\" class=\"data row2 col2\" >12</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row2_col3\" class=\"data row2 col3\" >The Injury</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row2_col4\" class=\"data row2 col4\" >2006</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row2_col5\" class=\"data row2 col5\" >4,026</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row2_col6\" class=\"data row2 col6\" >9.1</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row3\" class=\"row_heading level0 row3\" >26</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row3_col0\" class=\"data row3 col0\" >40</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row3_col1\" class=\"data row3 col1\" >2</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row3_col2\" class=\"data row3 col2\" >21</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row3_col3\" class=\"data row3 col3\" >Conflict Resolution</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row3_col4\" class=\"data row3 col4\" >2006</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row3_col5\" class=\"data row3 col5\" >3,020</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row3_col6\" class=\"data row3 col6\" >8.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row4\" class=\"row_heading level0 row4\" >27</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row4_col0\" class=\"data row4 col0\" >47</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row4_col1\" class=\"data row4 col1\" >2</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row4_col2\" class=\"data row4 col2\" >22</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row4_col3\" class=\"data row4 col3\" >Casino Night</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row4_col4\" class=\"data row4 col4\" >2006</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row4_col5\" class=\"data row4 col5\" >4,432</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row4_col6\" class=\"data row4 col6\" >9.4</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row5\" class=\"row_heading level0 row5\" >28</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row5_col0\" class=\"data row5 col0\" >46</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row5_col1\" class=\"data row5 col1\" >3</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row5_col2\" class=\"data row5 col2\" >1</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row5_col3\" class=\"data row5 col3\" >Gay Witch Hunt</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row5_col4\" class=\"data row5 col4\" >2006</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row5_col5\" class=\"data row5 col5\" >3,825</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row5_col6\" class=\"data row5 col6\" >9</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row6\" class=\"row_heading level0 row6\" >35</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row6_col0\" class=\"data row6 col0\" >31</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row6_col1\" class=\"data row6 col1\" >3</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row6_col2\" class=\"data row6 col2\" >8</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row6_col3\" class=\"data row6 col3\" >The Merger</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row6_col4\" class=\"data row6 col4\" >2006</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row6_col5\" class=\"data row6 col5\" >2,945</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row6_col6\" class=\"data row6 col6\" >8.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row7\" class=\"row_heading level0 row7\" >37</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row7_col0\" class=\"data row7 col0\" >29</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row7_col1\" class=\"data row7 col1\" >3</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row7_col2\" class=\"data row7 col2\" >10</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row7_col3\" class=\"data row7 col3\" >A Benihana Christmas</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row7_col4\" class=\"data row7 col4\" >2006</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row7_col5\" class=\"data row7 col5\" >3,112</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row7_col6\" class=\"data row7 col6\" >8.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row8\" class=\"row_heading level0 row8\" >40</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row8_col0\" class=\"data row8 col0\" >30</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row8_col1\" class=\"data row8 col1\" >3</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row8_col2\" class=\"data row8 col2\" >13</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row8_col3\" class=\"data row8 col3\" >The Return</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row8_col4\" class=\"data row8 col4\" >2007</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row8_col5\" class=\"data row8 col5\" >3,002</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row8_col6\" class=\"data row8 col6\" >8.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row9\" class=\"row_heading level0 row9\" >43</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row9_col0\" class=\"data row9 col0\" >38</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row9_col1\" class=\"data row9 col1\" >3</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row9_col2\" class=\"data row9 col2\" >16</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row9_col3\" class=\"data row9 col3\" >Business School</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row9_col4\" class=\"data row9 col4\" >2007</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row9_col5\" class=\"data row9 col5\" >3,218</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row9_col6\" class=\"data row9 col6\" >8.9</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row10\" class=\"row_heading level0 row10\" >45</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row10_col0\" class=\"data row10 col0\" >32</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row10_col1\" class=\"data row10 col1\" >3</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row10_col2\" class=\"data row10 col2\" >18</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row10_col3\" class=\"data row10 col3\" >The Negotiation</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row10_col4\" class=\"data row10 col4\" >2007</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row10_col5\" class=\"data row10 col5\" >3,152</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row10_col6\" class=\"data row10 col6\" >9</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row11\" class=\"row_heading level0 row11\" >46</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row11_col0\" class=\"data row11 col0\" >32</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row11_col1\" class=\"data row11 col1\" >3</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row11_col2\" class=\"data row11 col2\" >19</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row11_col3\" class=\"data row11 col3\" >Safety Training</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row11_col4\" class=\"data row11 col4\" >2007</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row11_col5\" class=\"data row11 col5\" >2,965</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row11_col6\" class=\"data row11 col6\" >8.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row12\" class=\"row_heading level0 row12\" >47</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row12_col0\" class=\"data row12 col0\" >29</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row12_col1\" class=\"data row12 col1\" >3</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row12_col2\" class=\"data row12 col2\" >20</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row12_col3\" class=\"data row12 col3\" >Product Recall</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row12_col4\" class=\"data row12 col4\" >2007</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row12_col5\" class=\"data row12 col5\" >2,950</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row12_col6\" class=\"data row12 col6\" >8.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row13\" class=\"row_heading level0 row13\" >48</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row13_col0\" class=\"data row13 col0\" >33</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row13_col1\" class=\"data row13 col1\" >3</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row13_col2\" class=\"data row13 col2\" >21</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row13_col3\" class=\"data row13 col3\" >Women's Appreciation</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row13_col4\" class=\"data row13 col4\" >2007</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row13_col5\" class=\"data row13 col5\" >2,960</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row13_col6\" class=\"data row13 col6\" >8.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row14\" class=\"row_heading level0 row14\" >49</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row14_col0\" class=\"data row14 col0\" >33</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row14_col1\" class=\"data row14 col1\" >3</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row14_col2\" class=\"data row14 col2\" >22</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row14_col3\" class=\"data row14 col3\" >Beach Games</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row14_col4\" class=\"data row14 col4\" >2007</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row14_col5\" class=\"data row14 col5\" >3,391</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row14_col6\" class=\"data row14 col6\" >9.2</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row15\" class=\"row_heading level0 row15\" >50</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row15_col0\" class=\"data row15 col0\" >35</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row15_col1\" class=\"data row15 col1\" >3</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row15_col2\" class=\"data row15 col2\" >23</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row15_col3\" class=\"data row15 col3\" >The Job</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row15_col4\" class=\"data row15 col4\" >2007</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row15_col5\" class=\"data row15 col5\" >3,656</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row15_col6\" class=\"data row15 col6\" >9.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row16\" class=\"row_heading level0 row16\" >51</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row16_col0\" class=\"data row16 col0\" >30</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row16_col1\" class=\"data row16 col1\" >4</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row16_col2\" class=\"data row16 col2\" >1</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row16_col3\" class=\"data row16 col3\" >Fun Run</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row16_col4\" class=\"data row16 col4\" >2007</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row16_col5\" class=\"data row16 col5\" >3,430</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row16_col6\" class=\"data row16 col6\" >8.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row17\" class=\"row_heading level0 row17\" >54</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row17_col0\" class=\"data row17 col0\" >28</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row17_col1\" class=\"data row17 col1\" >4</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row17_col2\" class=\"data row17 col2\" >4</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row17_col3\" class=\"data row17 col3\" >Money</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row17_col4\" class=\"data row17 col4\" >2007</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row17_col5\" class=\"data row17 col5\" >2,870</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row17_col6\" class=\"data row17 col6\" >8.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row18\" class=\"row_heading level0 row18\" >55</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row18_col0\" class=\"data row18 col0\" >24</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row18_col1\" class=\"data row18 col1\" >4</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row18_col2\" class=\"data row18 col2\" >5</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row18_col3\" class=\"data row18 col3\" >Local Ad</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row18_col4\" class=\"data row18 col4\" >2007</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row18_col5\" class=\"data row18 col5\" >2,930</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row18_col6\" class=\"data row18 col6\" >8.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row19\" class=\"row_heading level0 row19\" >58</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row19_col0\" class=\"data row19 col0\" >22</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row19_col1\" class=\"data row19 col1\" >4</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row19_col2\" class=\"data row19 col2\" >8</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row19_col3\" class=\"data row19 col3\" >The Deposition</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row19_col4\" class=\"data row19 col4\" >2007</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row19_col5\" class=\"data row19 col5\" >2,729</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row19_col6\" class=\"data row19 col6\" >8.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row20\" class=\"row_heading level0 row20\" >59</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row20_col0\" class=\"data row20 col0\" >66</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row20_col1\" class=\"data row20 col1\" >4</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row20_col2\" class=\"data row20 col2\" >9</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row20_col3\" class=\"data row20 col3\" >Dinner Party</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row20_col4\" class=\"data row20 col4\" >2008</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row20_col5\" class=\"data row20 col5\" >5,155</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row20_col6\" class=\"data row20 col6\" >9.5</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row21\" class=\"row_heading level0 row21\" >64</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row21_col0\" class=\"data row21 col0\" >33</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row21_col1\" class=\"data row21 col1\" >4</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row21_col2\" class=\"data row21 col2\" >14</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row21_col3\" class=\"data row21 col3\" >Goodbye, Toby</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row21_col4\" class=\"data row21 col4\" >2008</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row21_col5\" class=\"data row21 col5\" >3,658</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row21_col6\" class=\"data row21 col6\" >9.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row22\" class=\"row_heading level0 row22\" >65</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row22_col0\" class=\"data row22 col0\" >34</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row22_col1\" class=\"data row22 col1\" >5</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row22_col2\" class=\"data row22 col2\" >1</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row22_col3\" class=\"data row22 col3\" >Weight Loss</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row22_col4\" class=\"data row22 col4\" >2008</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row22_col5\" class=\"data row22 col5\" >3,051</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row22_col6\" class=\"data row22 col6\" >8.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row23\" class=\"row_heading level0 row23\" >73</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row23_col0\" class=\"data row23 col0\" >32</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row23_col1\" class=\"data row23 col1\" >5</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row23_col2\" class=\"data row23 col2\" >9</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row23_col3\" class=\"data row23 col3\" >The Surplus</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row23_col4\" class=\"data row23 col4\" >2008</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row23_col5\" class=\"data row23 col5\" >2,588</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row23_col6\" class=\"data row23 col6\" >8.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row24\" class=\"row_heading level0 row24\" >75</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row24_col0\" class=\"data row24 col0\" >31</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row24_col1\" class=\"data row24 col1\" >5</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row24_col2\" class=\"data row24 col2\" >11</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row24_col3\" class=\"data row24 col3\" >The Duel</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row24_col4\" class=\"data row24 col4\" >2009</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row24_col5\" class=\"data row24 col5\" >2,530</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row24_col6\" class=\"data row24 col6\" >8.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row25\" class=\"row_heading level0 row25\" >77</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row25_col0\" class=\"data row25 col0\" >91</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row25_col1\" class=\"data row25 col1\" >5</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row25_col2\" class=\"data row25 col2\" >13</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row25_col3\" class=\"data row25 col3\" >Stress Relief</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row25_col4\" class=\"data row25 col4\" >2009</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row25_col5\" class=\"data row25 col5\" >7,513</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row25_col6\" class=\"data row25 col6\" >9.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row26\" class=\"row_heading level0 row26\" >81</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row26_col0\" class=\"data row26 col0\" >26</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row26_col1\" class=\"data row26 col1\" >5</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row26_col2\" class=\"data row26 col2\" >17</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row26_col3\" class=\"data row26 col3\" >Golden Ticket</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row26_col4\" class=\"data row26 col4\" >2009</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row26_col5\" class=\"data row26 col5\" >2,480</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row26_col6\" class=\"data row26 col6\" >8.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row27\" class=\"row_heading level0 row27\" >85</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row27_col0\" class=\"data row27 col0\" >27</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row27_col1\" class=\"data row27 col1\" >5</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row27_col2\" class=\"data row27 col2\" >21</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row27_col3\" class=\"data row27 col3\" >Michael Scott Paper Company</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row27_col4\" class=\"data row27 col4\" >2009</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row27_col5\" class=\"data row27 col5\" >2,537</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row27_col6\" class=\"data row27 col6\" >8.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row28\" class=\"row_heading level0 row28\" >86</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row28_col0\" class=\"data row28 col0\" >25</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row28_col1\" class=\"data row28 col1\" >5</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row28_col2\" class=\"data row28 col2\" >22</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row28_col3\" class=\"data row28 col3\" >Heavy Competition</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row28_col4\" class=\"data row28 col4\" >2009</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row28_col5\" class=\"data row28 col5\" >2,397</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row28_col6\" class=\"data row28 col6\" >8.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row29\" class=\"row_heading level0 row29\" >87</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row29_col0\" class=\"data row29 col0\" >34</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row29_col1\" class=\"data row29 col1\" >5</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row29_col2\" class=\"data row29 col2\" >23</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row29_col3\" class=\"data row29 col3\" >Broke</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row29_col4\" class=\"data row29 col4\" >2009</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row29_col5\" class=\"data row29 col5\" >3,143</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row29_col6\" class=\"data row29 col6\" >9.2</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row30\" class=\"row_heading level0 row30\" >89</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row30_col0\" class=\"data row30 col0\" >25</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row30_col1\" class=\"data row30 col1\" >5</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row30_col2\" class=\"data row30 col2\" >25</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row30_col3\" class=\"data row30 col3\" >Cafe Disco</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row30_col4\" class=\"data row30 col4\" >2009</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row30_col5\" class=\"data row30 col5\" >2,611</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row30_col6\" class=\"data row30 col6\" >8.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row31\" class=\"row_heading level0 row31\" >90</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row31_col0\" class=\"data row31 col0\" >28</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row31_col1\" class=\"data row31 col1\" >5</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row31_col2\" class=\"data row31 col2\" >26</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row31_col3\" class=\"data row31 col3\" >Company Picnic</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row31_col4\" class=\"data row31 col4\" >2009</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row31_col5\" class=\"data row31 col5\" >2,734</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row31_col6\" class=\"data row31 col6\" >9</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row32\" class=\"row_heading level0 row32\" >91</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row32_col0\" class=\"data row32 col0\" >28</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row32_col1\" class=\"data row32 col1\" >6</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row32_col2\" class=\"data row32 col2\" >1</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row32_col3\" class=\"data row32 col3\" >Gossip</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row32_col4\" class=\"data row32 col4\" >2009</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row32_col5\" class=\"data row32 col5\" >2,663</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row32_col6\" class=\"data row32 col6\" >8.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row33\" class=\"row_heading level0 row33\" >94</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row33_col0\" class=\"data row33 col0\" >33</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row33_col1\" class=\"data row33 col1\" >6</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row33_col2\" class=\"data row33 col2\" >4</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row33_col3\" class=\"data row33 col3\" >Niagara: Part 1</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row33_col4\" class=\"data row33 col4\" >2009</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row33_col5\" class=\"data row33 col5\" >4,256</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row33_col6\" class=\"data row33 col6\" >9.4</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row34\" class=\"row_heading level0 row34\" >95</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row34_col0\" class=\"data row34 col0\" >36</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row34_col1\" class=\"data row34 col1\" >6</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row34_col2\" class=\"data row34 col2\" >5</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row34_col3\" class=\"data row34 col3\" >Niagara: Part 2</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row34_col4\" class=\"data row34 col4\" >2009</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row34_col5\" class=\"data row34 col5\" >2,749</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row34_col6\" class=\"data row34 col6\" >9.4</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row35\" class=\"row_heading level0 row35\" >100</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row35_col0\" class=\"data row35 col0\" >33</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row35_col1\" class=\"data row35 col1\" >6</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row35_col2\" class=\"data row35 col2\" >10</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row35_col3\" class=\"data row35 col3\" >Murder</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row35_col4\" class=\"data row35 col4\" >2009</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row35_col5\" class=\"data row35 col5\" >2,547</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row35_col6\" class=\"data row35 col6\" >8.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row36\" class=\"row_heading level0 row36\" >127</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row36_col0\" class=\"data row36 col0\" >21</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row36_col1\" class=\"data row36 col1\" >7</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row36_col2\" class=\"data row36 col2\" >11</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row36_col3\" class=\"data row36 col3\" >Classy Christmas</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row36_col4\" class=\"data row36 col4\" >2010</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row36_col5\" class=\"data row36 col5\" >2,637</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row36_col6\" class=\"data row36 col6\" >9</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row37\" class=\"row_heading level0 row37\" >132</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row37_col0\" class=\"data row37 col0\" >44</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row37_col1\" class=\"data row37 col1\" >7</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row37_col2\" class=\"data row37 col2\" >16</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row37_col3\" class=\"data row37 col3\" >Threat Level Midnight</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row37_col4\" class=\"data row37 col4\" >2011</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row37_col5\" class=\"data row37 col5\" >4,463</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row37_col6\" class=\"data row37 col6\" >9.4</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row38\" class=\"row_heading level0 row38\" >134</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row38_col0\" class=\"data row38 col0\" >34</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row38_col1\" class=\"data row38 col1\" >7</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row38_col2\" class=\"data row38 col2\" >18</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row38_col3\" class=\"data row38 col3\" >Garage Sale</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row38_col4\" class=\"data row38 col4\" >2011</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row38_col5\" class=\"data row38 col5\" >3,392</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row38_col6\" class=\"data row38 col6\" >9.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row39\" class=\"row_heading level0 row39\" >136</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row39_col0\" class=\"data row39 col0\" >32</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row39_col1\" class=\"data row39 col1\" >7</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row39_col2\" class=\"data row39 col2\" >20</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row39_col3\" class=\"data row39 col3\" >Michael's Last Dundies</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row39_col4\" class=\"data row39 col4\" >2011</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row39_col5\" class=\"data row39 col5\" >2,762</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row39_col6\" class=\"data row39 col6\" >9</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row40\" class=\"row_heading level0 row40\" >137</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row40_col0\" class=\"data row40 col0\" >93</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row40_col1\" class=\"data row40 col1\" >7</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row40_col2\" class=\"data row40 col2\" >21</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row40_col3\" class=\"data row40 col3\" >Goodbye, Michael</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row40_col4\" class=\"data row40 col4\" >2011</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row40_col5\" class=\"data row40 col5\" >7,354</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row40_col6\" class=\"data row40 col6\" >9.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row41\" class=\"row_heading level0 row41\" >139</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row41_col0\" class=\"data row41 col0\" >28</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row41_col1\" class=\"data row41 col1\" >7</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row41_col2\" class=\"data row41 col2\" >23</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row41_col3\" class=\"data row41 col3\" >Dwight K. Schrute, (Acting) Manager</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row41_col4\" class=\"data row41 col4\" >2011</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row41_col5\" class=\"data row41 col5\" >2,239</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row41_col6\" class=\"data row41 col6\" >8.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row42\" class=\"row_heading level0 row42\" >140</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row42_col0\" class=\"data row42 col0\" >27</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row42_col1\" class=\"data row42 col1\" >7</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row42_col2\" class=\"data row42 col2\" >24</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row42_col3\" class=\"data row42 col3\" >Search Committee</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row42_col4\" class=\"data row42 col4\" >2011</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row42_col5\" class=\"data row42 col5\" >2,440</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row42_col6\" class=\"data row42 col6\" >8.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row43\" class=\"row_heading level0 row43\" >185</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row43_col0\" class=\"data row43 col0\" >25</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row43_col1\" class=\"data row43 col1\" >9</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row43_col2\" class=\"data row43 col2\" >21</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row43_col3\" class=\"data row43 col3\" >Livin' the Dream</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row43_col4\" class=\"data row43 col4\" >2013</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row43_col5\" class=\"data row43 col5\" >2,581</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row43_col6\" class=\"data row43 col6\" >9</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row44\" class=\"row_heading level0 row44\" >186</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row44_col0\" class=\"data row44 col0\" >33</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row44_col1\" class=\"data row44 col1\" >9</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row44_col2\" class=\"data row44 col2\" >22</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row44_col3\" class=\"data row44 col3\" >A.A.R.M.</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row44_col4\" class=\"data row44 col4\" >2013</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row44_col5\" class=\"data row44 col5\" >3,586</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row44_col6\" class=\"data row44 col6\" >9.5</td>\n",
" </tr>\n",
" <tr>\n",
" <th id=\"T_d5e77dee_8988_11ea_93ba_acde48001122level0_row45\" class=\"row_heading level0 row45\" >187</th>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row45_col0\" class=\"data row45 col0\" >97</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row45_col1\" class=\"data row45 col1\" >9</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row45_col2\" class=\"data row45 col2\" >23</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row45_col3\" class=\"data row45 col3\" >Finale</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row45_col4\" class=\"data row45 col4\" >2013</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row45_col5\" class=\"data row45 col5\" >9,746</td>\n",
" <td id=\"T_d5e77dee_8988_11ea_93ba_acde48001122row45_col6\" class=\"data row45 col6\" >9.8</td>\n",
" </tr>\n",
" </tbody></table>"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x12fac11d0>"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(\n",
"df[df.Rating >= 8.7]\n",
" .style\n",
" .background_gradient(\"plasma\", subset=[\"Season\", \"Episode\", \"Year\"])\n",
" .background_gradient(\"YlGn\", subset=[\"Rating\"])\n",
")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
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Raw
imdb_office.csv
Trend Season Episode Title Year Votes Rating
50 1 1 Pilot 2005 4,635 7.5
46 1 2 Diversity Day 2005 4,497 8.3
43 1 3 Health Care 2005 3,787 7.8
44 1 4 The Alliance 2005 3,680 8.1
49 1 5 Basketball 2005 4,021 8.4
45 1 6 Hot Girl 2005 3,612 7.8
52 2 1 The Dundies 2005 4,050 8.7
43 2 2 Sexual Harassment 2005 3,437 8.2
39 2 3 Office Olympics 2005 3,436 8.4
41 2 4 The Fire 2005 3,388 8.4
42 2 5 Halloween 2005 3,190 8.1
44 2 6 The Fight 2005 3,178 8.2
42 2 7 The Client 2005 3,307 8.6
38 2 8 Performance Review 2005 3,011 8.2
35 2 9 E-Mail Surveillance 2005 3,126 8.4
36 2 10 Christmas Party 2005 3,413 8.9
42 2 11 Booze Cruise 2006 3,313 8.6
44 2 12 The Injury 2006 4,026 9.1
31 2 13 The Secret 2006 2,935 8.3
30 2 14 The Carpet 2006 2,918 7.8
31 2 15 Boys and Girls 2006 2,896 8.2
34 2 16 Valentine's Day 2006 2,906 8.3
36 2 17 Dwight's Speech 2006 3,068 8.5
35 2 18 Take Your Daughter to Work Day 2006 2,991 8.3
31 2 19 Michael's Birthday 2006 2,882 8.1
29 2 20 Drug Testing 2006 2,952 8.4
40 2 21 Conflict Resolution 2006 3,020 8.7
47 2 22 Casino Night 2006 4,432 9.4
46 3 1 Gay Witch Hunt 2006 3,825 9
34 3 2 The Convention 2006 2,827 8.2
32 3 3 The Coup 2006 2,957 8.6
31 3 4 Grief Counseling 2006 2,850 8
27 3 5 Initiation 2006 2,772 8.1
30 3 6 Diwali 2006 2,864 7.9
29 3 7 Branch Closing 2006 2,808 8.6
31 3 8 The Merger 2006 2,945 8.7
26 3 9 The Convict 2006 2,936 8.3
29 3 10 A Benihana Christmas 2006 3,112 8.8
29 3 11 Back from Vacation 2007 2,795 8.5
29 3 12 Traveling Salesmen 2007 2,856 8.6
30 3 13 The Return 2007 3,002 8.8
28 3 14 Ben Franklin 2007 2,779 8.1
32 3 15 Phyllis' Wedding 2007 2,809 8.2
38 3 16 Business School 2007 3,218 8.9
32 3 17 Cocktails 2007 2,792 8.5
32 3 18 The Negotiation 2007 3,152 9
32 3 19 Safety Training 2007 2,965 8.8
29 3 20 Product Recall 2007 2,950 8.7
33 3 21 Women's Appreciation 2007 2,960 8.8
33 3 22 Beach Games 2007 3,391 9.2
35 3 23 The Job 2007 3,656 9.3
30 4 1 Fun Run 2007 3,430 8.8
24 4 2 Dunder Mifflin Infinity 2007 2,751 8.3
23 4 3 Launch Party 2007 2,665 8.5
28 4 4 Money 2007 2,870 8.7
24 4 5 Local Ad 2007 2,930 8.8
21 4 6 Branch Wars 2007 2,696 8.5
24 4 7 Survivor Man 2007 2,601 8.2
22 4 8 The Deposition 2007 2,729 8.7
66 4 9 Dinner Party 2008 5,155 9.5
22 4 10 Chair Model 2008 2,579 8
27 4 11 Night Out 2008 2,680 8.6
26 4 12 Did I Stutter? 2008 2,580 8.3
24 4 13 Job Fair 2008 2,445 7.8
33 4 14 Goodbye, Toby 2008 3,658 9.3
34 5 1 Weight Loss 2008 3,051 8.8
29 5 2 Business Ethics 2008 2,478 8.3
29 5 3 Baby Shower 2008 2,445 8
28 5 4 Crime Aid 2008 2,360 8.1
31 5 5 Employee Transfer 2008 2,433 8.1
33 5 6 Customer Survey 2008 2,526 8.5
34 5 7 Business Trip 2008 2,347 8.2
35 5 8 Frame Toby 2008 2,607 8.6
32 5 9 The Surplus 2008 2,588 8.8
31 5 10 Moroccan Christmas 2008 2,444 8.4
31 5 11 The Duel 2009 2,530 8.7
26 5 12 Prince Family Paper 2009 2,437 8
91 5 13 Stress Relief 2009 7,513 9.7
26 5 14 Lecture Circuit: Part 1 2009 2,311 8.2
24 5 15 Lecture Circuit: Part 2 2009 2,273 8.2
26 5 16 Blood Drive 2009 2,302 8
26 5 17 Golden Ticket 2009 2,480 8.7
26 5 18 New Boss 2009 2,339 8.3
24 5 19 Two Weeks 2009 2,322 8.4
27 5 20 Dream Team 2009 2,324 8.3
27 5 21 Michael Scott Paper Company 2009 2,537 8.7
25 5 22 Heavy Competition 2009 2,397 8.7
34 5 23 Broke 2009 3,143 9.2
22 5 24 Casual Friday 2009 2,299 8.3
25 5 25 Cafe Disco 2009 2,611 8.7
28 5 26 Company Picnic 2009 2,734 9
28 6 1 Gossip 2009 2,663 8.8
22 6 2 The Meeting 2009 2,190 8.1
23 6 3 The Promotion 2009 2,182 8
33 6 4 Niagara: Part 1 2009 4,256 9.4
36 6 5 Niagara: Part 2 2009 2,749 9.4
22 6 6 Mafia 2009 2,287 7.6
26 6 7 The Lover 2009 2,407 8.6
25 6 8 Koi Pond 2009 2,181 8.2
22 6 9 Double Date 2009 2,149 8.1
33 6 10 Murder 2009 2,547 8.7
25 6 11 Shareholder Meeting 2009 2,164 8.2
32 6 12 Scott's Tots 2009 2,485 8.3
24 6 13 Secret Santa 2009 2,286 8.5
26 6 14 The Banker 2010 2,807 6.8
25 6 15 Sabre 2010 2,081 7.7
24 6 16 Manager and Salesman 2010 2,061 8.1
26 6 17 The Delivery: Part 1 2010 2,175 8.4
28 6 18 The Delivery: Part 2 2010 2,191 8.5
25 6 19 St. Patrick's Day 2010 2,037 7.7
25 6 20 New Leads 2010 1,996 7.8
30 6 21 Happy Hour 2010 2,327 8.6
26 6 22 Secretary's Day 2010 2,006 7.8
28 6 23 Body Language 2010 2,040 8
30 6 24 The Cover-Up 2010 2,038 8.2
27 6 25 The Chump 2010 1,961 7.8
25 6 26 Whistleblower 2010 2,021 8
26 7 1 Nepotism 2010 2,339 8.4
25 7 2 Counseling 2010 2,103 8.2
22 7 3 Andy's Play 2010 2,233 8.2
22 7 4 Sex Ed 2010 2,043 7.9
21 7 5 The Sting 2010 1,991 7.8
23 7 6 Costume Contest 2010 2,075 8.2
23 7 7 Christening 2010 2,069 7.4
21 7 8 Viewing Party 2010 2,030 7.9
25 7 9 WUPHF.com 2010 1,974 7.7
24 7 10 China 2010 2,068 8.2
21 7 11 Classy Christmas 2010 2,637 9
21 7 12 Ultimatum 2011 2,106 8.3
22 7 13 The Seminar 2011 2,004 7.7
24 7 14 The Search 2011 2,180 8.5
27 7 15 PDA 2011 2,162 8.4
44 7 16 Threat Level Midnight 2011 4,463 9.4
19 7 17 Todd Packer 2011 1,968 7.5
34 7 18 Garage Sale 2011 3,392 9.3
23 7 19 Training Day 2011 2,052 7.8
32 7 20 Michael's Last Dundies 2011 2,762 9
93 7 21 Goodbye, Michael 2011 7,354 9.8
26 7 22 The Inner Circle 2011 2,018 7.6
28 7 23 Dwight K. Schrute, (Acting) Manager 2011 2,239 8.7
27 7 24 Search Committee 2011 2,440 8.8
29 8 1 The List 2011 2,198 8.1
25 8 2 The Incentive 2011 2,034 8.1
21 8 3 Lotto 2011 1,941 7.3
21 8 4 Garden Party 2011 2,090 8.1
21 8 5 Spooked 2011 1,877 7.6
19 8 6 Doomsday 2011 1,798 7.7
22 8 7 Pam's Replacement 2011 1,919 7.7
18 8 8 Gettysburg 2011 1,929 6.9
16 8 9 Mrs. California 2011 1,893 7.7
16 8 10 Christmas Wishes 2011 1,871 8
17 8 11 Trivia 2012 1,825 7.9
20 8 12 Pool Party 2012 1,978 8
17 8 13 Jury Duty 2012 1,791 7.4
18 8 14 Special Project 2012 1,747 7.7
18 8 15 Tallahassee 2012 1,853 7.8
19 8 16 After Hours 2012 1,910 8.1
20 8 17 Test the Store 2012 1,806 7.8
20 8 18 Last Day in Florida 2012 1,760 7.8
23 8 19 Get the Girl 2012 2,038 6.6
19 8 20 Welcome Party 2012 1,822 7.1
19 8 21 Angry Andy 2012 1,936 7.1
16 8 22 Fundraiser 2012 1,762 7
13 8 23 Turf War 2012 1,696 7.6
13 8 24 Free Family Portrait Studio 2012 1,773 7.7
16 9 1 New Guys 2012 1,919 7.6
15 9 2 Roy's Wedding 2012 1,807 7.1
13 9 3 Andy's Ancestry 2012 1,782 7.4
13 9 4 Work Bus 2012 1,887 7.8
13 9 5 Here Comes Treble 2012 1,858 7
15 9 6 The Boat 2012 1,801 7.7
13 9 7 The Whale 2012 1,728 7.6
14 9 8 The Target 2012 1,775 7.8
16 9 9 Dwight Christmas 2012 2,014 8.4
12 9 10 Lice 2013 1,801 7.6
11 9 11 Suit Warehouse 2013 1,771 7.9
11 9 12 Customer Loyalty 2013 1,827 8
13 9 13 Junior Salesman 2013 1,722 7.6
13 9 14 Vandalism 2013 1,718 7.5
11 9 15 Couples Discount 2013 1,734 7.3
13 9 16 Moving On 2013 1,925 8.1
15 9 17 The Farm 2013 2,018 7.5
13 9 18 Promos 2013 1,777 8
15 9 19 Stairmageddon 2013 1,829 8
14 9 20 Paper Airplane 2013 1,839 8
25 9 21 Livin' the Dream 2013 2,581 9
33 9 22 A.A.R.M. 2013 3,586 9.5
97 9 23 Finale 2013 9,746 9.8
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