Initialising Repository
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TestModel/testFile.ipynb
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483
TestModel/testFile.ipynb
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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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": [
|
||||
"<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",
|
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" }\n",
|
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"\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>Rank</th>\n",
|
||||
" <th>Name</th>\n",
|
||||
" <th>Platform</th>\n",
|
||||
" <th>Year</th>\n",
|
||||
" <th>Genre</th>\n",
|
||||
" <th>Publisher</th>\n",
|
||||
" <th>NA_Sales</th>\n",
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||||
" <th>EU_Sales</th>\n",
|
||||
" <th>JP_Sales</th>\n",
|
||||
" <th>Other_Sales</th>\n",
|
||||
" <th>Global_Sales</th>\n",
|
||||
" </tr>\n",
|
||||
" </thead>\n",
|
||||
" <tbody>\n",
|
||||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td>1</td>\n",
|
||||
" <td>Wii Sports</td>\n",
|
||||
" <td>Wii</td>\n",
|
||||
" <td>2006.0</td>\n",
|
||||
" <td>Sports</td>\n",
|
||||
" <td>Nintendo</td>\n",
|
||||
" <td>41.49</td>\n",
|
||||
" <td>29.02</td>\n",
|
||||
" <td>3.77</td>\n",
|
||||
" <td>8.46</td>\n",
|
||||
" <td>82.74</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>1</th>\n",
|
||||
" <td>2</td>\n",
|
||||
" <td>Super Mario Bros.</td>\n",
|
||||
" <td>NES</td>\n",
|
||||
" <td>1985.0</td>\n",
|
||||
" <td>Platform</td>\n",
|
||||
" <td>Nintendo</td>\n",
|
||||
" <td>29.08</td>\n",
|
||||
" <td>3.58</td>\n",
|
||||
" <td>6.81</td>\n",
|
||||
" <td>0.77</td>\n",
|
||||
" <td>40.24</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>2</th>\n",
|
||||
" <td>3</td>\n",
|
||||
" <td>Mario Kart Wii</td>\n",
|
||||
" <td>Wii</td>\n",
|
||||
" <td>2008.0</td>\n",
|
||||
" <td>Racing</td>\n",
|
||||
" <td>Nintendo</td>\n",
|
||||
" <td>15.85</td>\n",
|
||||
" <td>12.88</td>\n",
|
||||
" <td>3.79</td>\n",
|
||||
" <td>3.31</td>\n",
|
||||
" <td>35.82</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>3</th>\n",
|
||||
" <td>4</td>\n",
|
||||
" <td>Wii Sports Resort</td>\n",
|
||||
" <td>Wii</td>\n",
|
||||
" <td>2009.0</td>\n",
|
||||
" <td>Sports</td>\n",
|
||||
" <td>Nintendo</td>\n",
|
||||
" <td>15.75</td>\n",
|
||||
" <td>11.01</td>\n",
|
||||
" <td>3.28</td>\n",
|
||||
" <td>2.96</td>\n",
|
||||
" <td>33.00</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>4</th>\n",
|
||||
" <td>5</td>\n",
|
||||
" <td>Pokemon Red/Pokemon Blue</td>\n",
|
||||
" <td>GB</td>\n",
|
||||
" <td>1996.0</td>\n",
|
||||
" <td>Role-Playing</td>\n",
|
||||
" <td>Nintendo</td>\n",
|
||||
" <td>11.27</td>\n",
|
||||
" <td>8.89</td>\n",
|
||||
" <td>10.22</td>\n",
|
||||
" <td>1.00</td>\n",
|
||||
" <td>31.37</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>...</th>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>16593</th>\n",
|
||||
" <td>16596</td>\n",
|
||||
" <td>Woody Woodpecker in Crazy Castle 5</td>\n",
|
||||
" <td>GBA</td>\n",
|
||||
" <td>2002.0</td>\n",
|
||||
" <td>Platform</td>\n",
|
||||
" <td>Kemco</td>\n",
|
||||
" <td>0.01</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.01</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>16594</th>\n",
|
||||
" <td>16597</td>\n",
|
||||
" <td>Men in Black II: Alien Escape</td>\n",
|
||||
" <td>GC</td>\n",
|
||||
" <td>2003.0</td>\n",
|
||||
" <td>Shooter</td>\n",
|
||||
" <td>Infogrames</td>\n",
|
||||
" <td>0.01</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.01</td>\n",
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||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>16595</th>\n",
|
||||
" <td>16598</td>\n",
|
||||
" <td>SCORE International Baja 1000: The Official Game</td>\n",
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||||
" <td>PS2</td>\n",
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||||
" <td>2008.0</td>\n",
|
||||
" <td>Racing</td>\n",
|
||||
" <td>Activision</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.01</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>16596</th>\n",
|
||||
" <td>16599</td>\n",
|
||||
" <td>Know How 2</td>\n",
|
||||
" <td>DS</td>\n",
|
||||
" <td>2010.0</td>\n",
|
||||
" <td>Puzzle</td>\n",
|
||||
" <td>7G//AMES</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.01</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.01</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
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||||
" <th>16597</th>\n",
|
||||
" <td>16600</td>\n",
|
||||
" <td>Spirits & Spells</td>\n",
|
||||
" <td>GBA</td>\n",
|
||||
" <td>2003.0</td>\n",
|
||||
" <td>Platform</td>\n",
|
||||
" <td>Wanadoo</td>\n",
|
||||
" <td>0.01</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.00</td>\n",
|
||||
" <td>0.01</td>\n",
|
||||
" </tr>\n",
|
||||
" </tbody>\n",
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||||
"</table>\n",
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||||
"<p>16598 rows × 11 columns</p>\n",
|
||||
"</div>"
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||||
],
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||||
"text/plain": [
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||||
" Rank Name Platform \\\n",
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||||
"0 1 Wii Sports Wii \n",
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||||
"1 2 Super Mario Bros. NES \n",
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||||
"2 3 Mario Kart Wii Wii \n",
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||||
"3 4 Wii Sports Resort Wii \n",
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||||
"4 5 Pokemon Red/Pokemon Blue GB \n",
|
||||
"... ... ... ... \n",
|
||||
"16593 16596 Woody Woodpecker in Crazy Castle 5 GBA \n",
|
||||
"16594 16597 Men in Black II: Alien Escape GC \n",
|
||||
"16595 16598 SCORE International Baja 1000: The Official Game PS2 \n",
|
||||
"16596 16599 Know How 2 DS \n",
|
||||
"16597 16600 Spirits & Spells GBA \n",
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||||
"\n",
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||||
" Year Genre Publisher NA_Sales EU_Sales JP_Sales \\\n",
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||||
"0 2006.0 Sports Nintendo 41.49 29.02 3.77 \n",
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||||
"1 1985.0 Platform Nintendo 29.08 3.58 6.81 \n",
|
||||
"2 2008.0 Racing Nintendo 15.85 12.88 3.79 \n",
|
||||
"3 2009.0 Sports Nintendo 15.75 11.01 3.28 \n",
|
||||
"4 1996.0 Role-Playing Nintendo 11.27 8.89 10.22 \n",
|
||||
"... ... ... ... ... ... ... \n",
|
||||
"16593 2002.0 Platform Kemco 0.01 0.00 0.00 \n",
|
||||
"16594 2003.0 Shooter Infogrames 0.01 0.00 0.00 \n",
|
||||
"16595 2008.0 Racing Activision 0.00 0.00 0.00 \n",
|
||||
"16596 2010.0 Puzzle 7G//AMES 0.00 0.01 0.00 \n",
|
||||
"16597 2003.0 Platform Wanadoo 0.01 0.00 0.00 \n",
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||||
"\n",
|
||||
" Other_Sales Global_Sales \n",
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||||
"0 8.46 82.74 \n",
|
||||
"1 0.77 40.24 \n",
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||||
"2 3.31 35.82 \n",
|
||||
"3 2.96 33.00 \n",
|
||||
"4 1.00 31.37 \n",
|
||||
"... ... ... \n",
|
||||
"16593 0.00 0.01 \n",
|
||||
"16594 0.00 0.01 \n",
|
||||
"16595 0.00 0.01 \n",
|
||||
"16596 0.00 0.01 \n",
|
||||
"16597 0.00 0.01 \n",
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||||
"\n",
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||||
"[16598 rows x 11 columns]"
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||||
]
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||||
},
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||||
"execution_count": 1,
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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": [
|
||||
"import pandas as pd\n",
|
||||
"df = pd.read_csv('vgsales.csv')\n",
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||||
"df"
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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": 2,
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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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||||
"(16598, 11)"
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||||
]
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||||
},
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||||
"execution_count": 2,
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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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"df.shape"
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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": 3,
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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": [
|
||||
"<div>\n",
|
||||
"<style scoped>\n",
|
||||
" .dataframe tbody tr th:only-of-type {\n",
|
||||
" vertical-align: middle;\n",
|
||||
" }\n",
|
||||
"\n",
|
||||
" .dataframe tbody tr th {\n",
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" vertical-align: top;\n",
|
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|
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" .dataframe thead th {\n",
|
||||
" text-align: right;\n",
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||||
" }\n",
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||||
"</style>\n",
|
||||
"<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",
|
||||
" <th>Rank</th>\n",
|
||||
" <th>Year</th>\n",
|
||||
" <th>NA_Sales</th>\n",
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||||
" <th>EU_Sales</th>\n",
|
||||
" <th>JP_Sales</th>\n",
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||||
" <th>Other_Sales</th>\n",
|
||||
" <th>Global_Sales</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>count</th>\n",
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||||
" <td>16598.000000</td>\n",
|
||||
" <td>16327.000000</td>\n",
|
||||
" <td>16598.000000</td>\n",
|
||||
" <td>16598.000000</td>\n",
|
||||
" <td>16598.000000</td>\n",
|
||||
" <td>16598.000000</td>\n",
|
||||
" <td>16598.000000</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>mean</th>\n",
|
||||
" <td>8300.605254</td>\n",
|
||||
" <td>2006.406443</td>\n",
|
||||
" <td>0.264667</td>\n",
|
||||
" <td>0.146652</td>\n",
|
||||
" <td>0.077782</td>\n",
|
||||
" <td>0.048063</td>\n",
|
||||
" <td>0.537441</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>std</th>\n",
|
||||
" <td>4791.853933</td>\n",
|
||||
" <td>5.828981</td>\n",
|
||||
" <td>0.816683</td>\n",
|
||||
" <td>0.505351</td>\n",
|
||||
" <td>0.309291</td>\n",
|
||||
" <td>0.188588</td>\n",
|
||||
" <td>1.555028</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>min</th>\n",
|
||||
" <td>1.000000</td>\n",
|
||||
" <td>1980.000000</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>0.010000</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>25%</th>\n",
|
||||
" <td>4151.250000</td>\n",
|
||||
" <td>2003.000000</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>0.060000</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>50%</th>\n",
|
||||
" <td>8300.500000</td>\n",
|
||||
" <td>2007.000000</td>\n",
|
||||
" <td>0.080000</td>\n",
|
||||
" <td>0.020000</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>0.010000</td>\n",
|
||||
" <td>0.170000</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>75%</th>\n",
|
||||
" <td>12449.750000</td>\n",
|
||||
" <td>2010.000000</td>\n",
|
||||
" <td>0.240000</td>\n",
|
||||
" <td>0.110000</td>\n",
|
||||
" <td>0.040000</td>\n",
|
||||
" <td>0.040000</td>\n",
|
||||
" <td>0.470000</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>max</th>\n",
|
||||
" <td>16600.000000</td>\n",
|
||||
" <td>2020.000000</td>\n",
|
||||
" <td>41.490000</td>\n",
|
||||
" <td>29.020000</td>\n",
|
||||
" <td>10.220000</td>\n",
|
||||
" <td>10.570000</td>\n",
|
||||
" <td>82.740000</td>\n",
|
||||
" </tr>\n",
|
||||
" </tbody>\n",
|
||||
"</table>\n",
|
||||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" Rank Year NA_Sales EU_Sales JP_Sales \\\n",
|
||||
"count 16598.000000 16327.000000 16598.000000 16598.000000 16598.000000 \n",
|
||||
"mean 8300.605254 2006.406443 0.264667 0.146652 0.077782 \n",
|
||||
"std 4791.853933 5.828981 0.816683 0.505351 0.309291 \n",
|
||||
"min 1.000000 1980.000000 0.000000 0.000000 0.000000 \n",
|
||||
"25% 4151.250000 2003.000000 0.000000 0.000000 0.000000 \n",
|
||||
"50% 8300.500000 2007.000000 0.080000 0.020000 0.000000 \n",
|
||||
"75% 12449.750000 2010.000000 0.240000 0.110000 0.040000 \n",
|
||||
"max 16600.000000 2020.000000 41.490000 29.020000 10.220000 \n",
|
||||
"\n",
|
||||
" Other_Sales Global_Sales \n",
|
||||
"count 16598.000000 16598.000000 \n",
|
||||
"mean 0.048063 0.537441 \n",
|
||||
"std 0.188588 1.555028 \n",
|
||||
"min 0.000000 0.010000 \n",
|
||||
"25% 0.000000 0.060000 \n",
|
||||
"50% 0.010000 0.170000 \n",
|
||||
"75% 0.040000 0.470000 \n",
|
||||
"max 10.570000 82.740000 "
|
||||
]
|
||||
},
|
||||
"execution_count": 3,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"df.describe()"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 4,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/plain": [
|
||||
"array([[1, 'Wii Sports', 'Wii', ..., 3.77, 8.46, 82.74],\n",
|
||||
" [2, 'Super Mario Bros.', 'NES', ..., 6.81, 0.77, 40.24],\n",
|
||||
" [3, 'Mario Kart Wii', 'Wii', ..., 3.79, 3.31, 35.82],\n",
|
||||
" ...,\n",
|
||||
" [16598, 'SCORE International Baja 1000: The Official Game', 'PS2',\n",
|
||||
" ..., 0.0, 0.0, 0.01],\n",
|
||||
" [16599, 'Know How 2', 'DS', ..., 0.0, 0.0, 0.01],\n",
|
||||
" [16600, 'Spirits & Spells', 'GBA', ..., 0.0, 0.0, 0.01]],\n",
|
||||
" dtype=object)"
|
||||
]
|
||||
},
|
||||
"execution_count": 4,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"df.values"
|
||||
]
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "Python 3.8.11 ('base')",
|
||||
"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": "3.8.13"
|
||||
},
|
||||
"orig_nbformat": 4,
|
||||
"vscode": {
|
||||
"interpreter": {
|
||||
"hash": "5819c1eaf6d552792a1bbc5e8998e6c2149ab26a1973a0d78107c0d9954e5ba0"
|
||||
}
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 2
|
||||
}
|
||||
16599
TestModel/vgsales.csv
Normal file
16599
TestModel/vgsales.csv
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user