test file readme
This commit is contained in:
4
TestModel/README.MD
Normal file
4
TestModel/README.MD
Normal file
@@ -0,0 +1,4 @@
|
||||
# Test Model
|
||||
|
||||
This file is only to check wheather everything in our system is working properly.
|
||||
If you also want to test use this file first the go ahead using all the other models.
|
||||
@@ -111,135 +111,103 @@
|
||||
" <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",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>16595</th>\n",
|
||||
" <td>16598</td>\n",
|
||||
" <td>SCORE International Baja 1000: The Official Game</td>\n",
|
||||
" <td>PS2</td>\n",
|
||||
" <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",
|
||||
" <th>5</th>\n",
|
||||
" <td>6</td>\n",
|
||||
" <td>Tetris</td>\n",
|
||||
" <td>GB</td>\n",
|
||||
" <td>1989.0</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",
|
||||
" <td>Nintendo</td>\n",
|
||||
" <td>23.20</td>\n",
|
||||
" <td>2.26</td>\n",
|
||||
" <td>4.22</td>\n",
|
||||
" <td>0.58</td>\n",
|
||||
" <td>30.26</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>16597</th>\n",
|
||||
" <td>16600</td>\n",
|
||||
" <td>Spirits & Spells</td>\n",
|
||||
" <td>GBA</td>\n",
|
||||
" <td>2003.0</td>\n",
|
||||
" <th>6</th>\n",
|
||||
" <td>7</td>\n",
|
||||
" <td>New Super Mario Bros.</td>\n",
|
||||
" <td>DS</td>\n",
|
||||
" <td>2006.0</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",
|
||||
" <td>Nintendo</td>\n",
|
||||
" <td>11.38</td>\n",
|
||||
" <td>9.23</td>\n",
|
||||
" <td>6.50</td>\n",
|
||||
" <td>2.90</td>\n",
|
||||
" <td>30.01</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>7</th>\n",
|
||||
" <td>8</td>\n",
|
||||
" <td>Wii Play</td>\n",
|
||||
" <td>Wii</td>\n",
|
||||
" <td>2006.0</td>\n",
|
||||
" <td>Misc</td>\n",
|
||||
" <td>Nintendo</td>\n",
|
||||
" <td>14.03</td>\n",
|
||||
" <td>9.20</td>\n",
|
||||
" <td>2.93</td>\n",
|
||||
" <td>2.85</td>\n",
|
||||
" <td>29.02</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>8</th>\n",
|
||||
" <td>9</td>\n",
|
||||
" <td>New Super Mario Bros. Wii</td>\n",
|
||||
" <td>Wii</td>\n",
|
||||
" <td>2009.0</td>\n",
|
||||
" <td>Platform</td>\n",
|
||||
" <td>Nintendo</td>\n",
|
||||
" <td>14.59</td>\n",
|
||||
" <td>7.06</td>\n",
|
||||
" <td>4.70</td>\n",
|
||||
" <td>2.26</td>\n",
|
||||
" <td>28.62</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>9</th>\n",
|
||||
" <td>10</td>\n",
|
||||
" <td>Duck Hunt</td>\n",
|
||||
" <td>NES</td>\n",
|
||||
" <td>1984.0</td>\n",
|
||||
" <td>Shooter</td>\n",
|
||||
" <td>Nintendo</td>\n",
|
||||
" <td>26.93</td>\n",
|
||||
" <td>0.63</td>\n",
|
||||
" <td>0.28</td>\n",
|
||||
" <td>0.47</td>\n",
|
||||
" <td>28.31</td>\n",
|
||||
" </tr>\n",
|
||||
" </tbody>\n",
|
||||
"</table>\n",
|
||||
"<p>16598 rows × 11 columns</p>\n",
|
||||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" Rank Name Platform \\\n",
|
||||
"0 1 Wii Sports Wii \n",
|
||||
"1 2 Super Mario Bros. NES \n",
|
||||
"2 3 Mario Kart Wii Wii \n",
|
||||
"3 4 Wii Sports Resort Wii \n",
|
||||
"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",
|
||||
" Rank Name Platform Year Genre Publisher \\\n",
|
||||
"0 1 Wii Sports Wii 2006.0 Sports Nintendo \n",
|
||||
"1 2 Super Mario Bros. NES 1985.0 Platform Nintendo \n",
|
||||
"2 3 Mario Kart Wii Wii 2008.0 Racing Nintendo \n",
|
||||
"3 4 Wii Sports Resort Wii 2009.0 Sports Nintendo \n",
|
||||
"4 5 Pokemon Red/Pokemon Blue GB 1996.0 Role-Playing Nintendo \n",
|
||||
"5 6 Tetris GB 1989.0 Puzzle Nintendo \n",
|
||||
"6 7 New Super Mario Bros. DS 2006.0 Platform Nintendo \n",
|
||||
"7 8 Wii Play Wii 2006.0 Misc Nintendo \n",
|
||||
"8 9 New Super Mario Bros. Wii Wii 2009.0 Platform Nintendo \n",
|
||||
"9 10 Duck Hunt NES 1984.0 Shooter Nintendo \n",
|
||||
"\n",
|
||||
" Year Genre Publisher NA_Sales EU_Sales JP_Sales \\\n",
|
||||
"0 2006.0 Sports Nintendo 41.49 29.02 3.77 \n",
|
||||
"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",
|
||||
"\n",
|
||||
" Other_Sales Global_Sales \n",
|
||||
"0 8.46 82.74 \n",
|
||||
"1 0.77 40.24 \n",
|
||||
"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",
|
||||
"\n",
|
||||
"[16598 rows x 11 columns]"
|
||||
" NA_Sales EU_Sales JP_Sales Other_Sales Global_Sales \n",
|
||||
"0 41.49 29.02 3.77 8.46 82.74 \n",
|
||||
"1 29.08 3.58 6.81 0.77 40.24 \n",
|
||||
"2 15.85 12.88 3.79 3.31 35.82 \n",
|
||||
"3 15.75 11.01 3.28 2.96 33.00 \n",
|
||||
"4 11.27 8.89 10.22 1.00 31.37 \n",
|
||||
"5 23.20 2.26 4.22 0.58 30.26 \n",
|
||||
"6 11.38 9.23 6.50 2.90 30.01 \n",
|
||||
"7 14.03 9.20 2.93 2.85 29.02 \n",
|
||||
"8 14.59 7.06 4.70 2.26 28.62 \n",
|
||||
"9 26.93 0.63 0.28 0.47 28.31 "
|
||||
]
|
||||
},
|
||||
"execution_count": 1,
|
||||
@@ -250,7 +218,7 @@
|
||||
"source": [
|
||||
"import pandas as pd\n",
|
||||
"df = pd.read_csv('vgsales.csv')\n",
|
||||
"df"
|
||||
"df.head(10)"
|
||||
]
|
||||
},
|
||||
{
|
||||
@@ -451,6 +419,40 @@
|
||||
"source": [
|
||||
"df.values"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 2,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"<class 'pandas.core.frame.DataFrame'>\n",
|
||||
"RangeIndex: 16598 entries, 0 to 16597\n",
|
||||
"Data columns (total 11 columns):\n",
|
||||
" # Column Non-Null Count Dtype \n",
|
||||
"--- ------ -------------- ----- \n",
|
||||
" 0 Rank 16598 non-null int64 \n",
|
||||
" 1 Name 16598 non-null object \n",
|
||||
" 2 Platform 16598 non-null object \n",
|
||||
" 3 Year 16327 non-null float64\n",
|
||||
" 4 Genre 16598 non-null object \n",
|
||||
" 5 Publisher 16540 non-null object \n",
|
||||
" 6 NA_Sales 16598 non-null float64\n",
|
||||
" 7 EU_Sales 16598 non-null float64\n",
|
||||
" 8 JP_Sales 16598 non-null float64\n",
|
||||
" 9 Other_Sales 16598 non-null float64\n",
|
||||
" 10 Global_Sales 16598 non-null float64\n",
|
||||
"dtypes: float64(6), int64(1), object(4)\n",
|
||||
"memory usage: 1.4+ MB\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"df.info()"
|
||||
]
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
|
||||
Reference in New Issue
Block a user