1196 lines
40 KiB
Plaintext
1196 lines
40 KiB
Plaintext
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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": 2,
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"id": "ba11a033-8e76-4716-b365-57e2ad5e1ee1",
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"metadata": {},
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"outputs": [],
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"source": [
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"import pandas as pd"
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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": null,
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"id": "a2daf4d8-bec0-4590-9269-c3024236d3f1",
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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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" }\n",
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"\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
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"</style>\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>Rank</th>\n",
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" <th>Image Link</th>\n",
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" <th>Title</th>\n",
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" <th>Current</th>\n",
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" <th>24h Peak</th>\n",
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" <th>All-Time Peak</th>\n",
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" <th>Genre</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>1.0</td>\n",
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
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" <td>Counter-Strike 2</td>\n",
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" <td>1,015,721</td>\n",
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" <td>1,276,702</td>\n",
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" <td>1,818,773</td>\n",
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" <td>First-person Shooter</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>2.0</td>\n",
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
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" <td>Dota 2</td>\n",
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" <td>702,487</td>\n",
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" <td>805,624</td>\n",
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" <td>1,295,114</td>\n",
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" <td>MOBA (Multiplayer Online Battle Arena)</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>3.0</td>\n",
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
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" <td>Banana</td>\n",
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" <td>409,758</td>\n",
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" <td>428,540</td>\n",
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" <td>917,272</td>\n",
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" <td>Unknown</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>4.0</td>\n",
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
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" <td>PUBG: BATTLEGROUNDS</td>\n",
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" <td>371,000</td>\n",
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" <td>688,475</td>\n",
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" <td>3,257,248</td>\n",
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" <td>Battle Royale</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>5.0</td>\n",
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
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" <td>ELDEN RING</td>\n",
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" <td>294,359</td>\n",
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" <td>319,707</td>\n",
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" <td>953,426</td>\n",
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" <td>Action RPG</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>...</th>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>95</th>\n",
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" <td>96.0</td>\n",
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
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" <td>Soundpad</td>\n",
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" <td>16,028</td>\n",
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" <td>17,064</td>\n",
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" <td>21,920</td>\n",
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" <td>Simulation / Tycoon</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>96</th>\n",
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" <td>97.0</td>\n",
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
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" <td>Supermarket Simulator</td>\n",
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" <td>15,817</td>\n",
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" <td>15,875</td>\n",
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" <td>51,363</td>\n",
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" <td>Vampire / Open world</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>97</th>\n",
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" <td>98.0</td>\n",
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
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" <td>V Rising</td>\n",
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" <td>15,803</td>\n",
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" <td>16,275</td>\n",
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" <td>150,645</td>\n",
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" <td>Tactical Shooter</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>98</th>\n",
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" <td>99.0</td>\n",
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
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" <td>Squad</td>\n",
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" <td>15,729</td>\n",
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" <td>19,288</td>\n",
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" <td>35,151</td>\n",
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" <td>Grand Strategy</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>99</th>\n",
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" <td>100.0</td>\n",
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
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" <td>Victoria 3</td>\n",
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" <td>15,609</td>\n",
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" <td>17,598</td>\n",
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" <td>70,100</td>\n",
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" <td>Unknown</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>100 rows × 7 columns</p>\n",
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"</div>"
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],
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"text/plain": [
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" Rank Image Link \\\n",
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"0 1.0 https://shared.cloudflare.steamstatic.com/stor... \n",
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"1 2.0 https://shared.cloudflare.steamstatic.com/stor... \n",
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"2 3.0 https://shared.cloudflare.steamstatic.com/stor... \n",
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"3 4.0 https://shared.cloudflare.steamstatic.com/stor... \n",
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"4 5.0 https://shared.cloudflare.steamstatic.com/stor... \n",
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".. ... ... \n",
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"95 96.0 https://shared.cloudflare.steamstatic.com/stor... \n",
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"96 97.0 https://shared.cloudflare.steamstatic.com/stor... \n",
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"97 98.0 https://shared.cloudflare.steamstatic.com/stor... \n",
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"98 99.0 https://shared.cloudflare.steamstatic.com/stor... \n",
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"99 100.0 https://shared.cloudflare.steamstatic.com/stor... \n",
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"\n",
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" Title Current 24h Peak All-Time Peak \\\n",
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"0 Counter-Strike 2 1,015,721 1,276,702 1,818,773 \n",
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"1 Dota 2 702,487 805,624 1,295,114 \n",
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"2 Banana 409,758 428,540 917,272 \n",
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"3 PUBG: BATTLEGROUNDS 371,000 688,475 3,257,248 \n",
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"4 ELDEN RING 294,359 319,707 953,426 \n",
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".. ... ... ... ... \n",
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"95 Soundpad 16,028 17,064 21,920 \n",
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"96 Supermarket Simulator 15,817 15,875 51,363 \n",
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"97 V Rising 15,803 16,275 150,645 \n",
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"98 Squad 15,729 19,288 35,151 \n",
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"99 Victoria 3 15,609 17,598 70,100 \n",
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"\n",
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" Genre \n",
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"0 First-person Shooter \n",
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"1 MOBA (Multiplayer Online Battle Arena) \n",
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"2 Unknown \n",
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"3 Battle Royale \n",
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"4 Action RPG \n",
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".. ... \n",
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"95 Simulation / Tycoon \n",
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"96 Vampire / Open world \n",
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"97 Tactical Shooter \n",
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"98 Grand Strategy \n",
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"99 Unknown \n",
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"\n",
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"[100 rows x 7 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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"df = pd.read_csv('sample-dataset-a-b-modules.csv')\n",
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"#print (df)\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": 22,
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"id": "a4b89d0a-7214-4d1c-972a-0872e65e527c",
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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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" }\n",
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"\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
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"</style>\n",
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|
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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>Rank</th>\n",
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" <th>Image Link</th>\n",
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" <th>Title</th>\n",
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" <th>Current</th>\n",
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" <th>24h Peak</th>\n",
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" <th>All-Time Peak</th>\n",
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" <th>Genre</th>\n",
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" </tr>\n",
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" </thead>\n",
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|||
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" <tbody>\n",
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" <tr>\n",
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|||
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" <th>0</th>\n",
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|||
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" <td>1.0</td>\n",
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|
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Counter-Strike 2</td>\n",
|
|||
|
|
" <td>1,015,721</td>\n",
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|||
|
|
" <td>1,276,702</td>\n",
|
|||
|
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" <td>1,818,773</td>\n",
|
|||
|
|
" <td>First-person Shooter</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>2.0</td>\n",
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
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" <td>Dota 2</td>\n",
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|||
|
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" <td>702,487</td>\n",
|
|||
|
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" <td>805,624</td>\n",
|
|||
|
|
" <td>1,295,114</td>\n",
|
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|
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" <td>MOBA (Multiplayer Online Battle Arena)</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>3.0</td>\n",
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
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|||
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" <td>Banana</td>\n",
|
|||
|
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" <td>409,758</td>\n",
|
|||
|
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" <td>428,540</td>\n",
|
|||
|
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" <td>917,272</td>\n",
|
|||
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" <td>Unknown</td>\n",
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|||
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" </tr>\n",
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|||
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" <tr>\n",
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" <th>3</th>\n",
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" <td>4.0</td>\n",
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
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" <td>PUBG: BATTLEGROUNDS</td>\n",
|
|||
|
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" <td>371,000</td>\n",
|
|||
|
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" <td>688,475</td>\n",
|
|||
|
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" <td>3,257,248</td>\n",
|
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" <td>Battle Royale</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>5.0</td>\n",
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
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" <td>ELDEN RING</td>\n",
|
|||
|
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" <td>294,359</td>\n",
|
|||
|
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" <td>319,707</td>\n",
|
|||
|
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" <td>953,426</td>\n",
|
|||
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" <td>Action RPG</td>\n",
|
|||
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" </tr>\n",
|
|||
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" <tr>\n",
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" <th>5</th>\n",
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" <td>6.0</td>\n",
|
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" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
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" <td>Once Human</td>\n",
|
|||
|
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" <td>229,441</td>\n",
|
|||
|
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" <td>231,668</td>\n",
|
|||
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" <td>231,668</td>\n",
|
|||
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" <td>Unknown</td>\n",
|
|||
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" </tr>\n",
|
|||
|
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" <tr>\n",
|
|||
|
|
" <th>6</th>\n",
|
|||
|
|
" <td>7.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>The First Descendant</td>\n",
|
|||
|
|
" <td>196,521</td>\n",
|
|||
|
|
" <td>201,888</td>\n",
|
|||
|
|
" <td>264,860</td>\n",
|
|||
|
|
" <td>Unknown</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>7</th>\n",
|
|||
|
|
" <td>8.0</td>\n",
|
|||
|
|
" <td>https://encrypted-tbn0.gstatic.com/images?q=tb...</td>\n",
|
|||
|
|
" <td>Source SDK Base 2007</td>\n",
|
|||
|
|
" <td>182,694</td>\n",
|
|||
|
|
" <td>191,413</td>\n",
|
|||
|
|
" <td>221,857</td>\n",
|
|||
|
|
" <td>Tool / SDK</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>8</th>\n",
|
|||
|
|
" <td>9.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Grand Theft Auto V</td>\n",
|
|||
|
|
" <td>148,141</td>\n",
|
|||
|
|
" <td>170,541</td>\n",
|
|||
|
|
" <td>364,548</td>\n",
|
|||
|
|
" <td>Action-Adventure</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>9</th>\n",
|
|||
|
|
" <td>10.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Apex Legends</td>\n",
|
|||
|
|
" <td>139,352</td>\n",
|
|||
|
|
" <td>240,658</td>\n",
|
|||
|
|
" <td>624,473</td>\n",
|
|||
|
|
" <td>Battle Royale / First-person Shooter</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" </tbody>\n",
|
|||
|
|
"</table>\n",
|
|||
|
|
"</div>"
|
|||
|
|
],
|
|||
|
|
"text/plain": [
|
|||
|
|
" Rank Image Link \\\n",
|
|||
|
|
"0 1.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"1 2.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"2 3.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"3 4.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"4 5.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"5 6.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"6 7.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"7 8.0 https://encrypted-tbn0.gstatic.com/images?q=tb... \n",
|
|||
|
|
"8 9.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"9 10.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"\n",
|
|||
|
|
" Title Current 24h Peak All-Time Peak \\\n",
|
|||
|
|
"0 Counter-Strike 2 1,015,721 1,276,702 1,818,773 \n",
|
|||
|
|
"1 Dota 2 702,487 805,624 1,295,114 \n",
|
|||
|
|
"2 Banana 409,758 428,540 917,272 \n",
|
|||
|
|
"3 PUBG: BATTLEGROUNDS 371,000 688,475 3,257,248 \n",
|
|||
|
|
"4 ELDEN RING 294,359 319,707 953,426 \n",
|
|||
|
|
"5 Once Human 229,441 231,668 231,668 \n",
|
|||
|
|
"6 The First Descendant 196,521 201,888 264,860 \n",
|
|||
|
|
"7 Source SDK Base 2007 182,694 191,413 221,857 \n",
|
|||
|
|
"8 Grand Theft Auto V 148,141 170,541 364,548 \n",
|
|||
|
|
"9 Apex Legends 139,352 240,658 624,473 \n",
|
|||
|
|
"\n",
|
|||
|
|
" Genre \n",
|
|||
|
|
"0 First-person Shooter \n",
|
|||
|
|
"1 MOBA (Multiplayer Online Battle Arena) \n",
|
|||
|
|
"2 Unknown \n",
|
|||
|
|
"3 Battle Royale \n",
|
|||
|
|
"4 Action RPG \n",
|
|||
|
|
"5 Unknown \n",
|
|||
|
|
"6 Unknown \n",
|
|||
|
|
"7 Tool / SDK \n",
|
|||
|
|
"8 Action-Adventure \n",
|
|||
|
|
"9 Battle Royale / First-person Shooter "
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"execution_count": 22,
|
|||
|
|
"metadata": {},
|
|||
|
|
"output_type": "execute_result"
|
|||
|
|
}
|
|||
|
|
],
|
|||
|
|
"source": [
|
|||
|
|
"df.head(10)"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"execution_count": 24,
|
|||
|
|
"id": "60a4bda6-48d6-4ce6-b534-1a5ad1aabb6f",
|
|||
|
|
"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>Rank</th>\n",
|
|||
|
|
" <th>Image Link</th>\n",
|
|||
|
|
" <th>Title</th>\n",
|
|||
|
|
" <th>Current</th>\n",
|
|||
|
|
" <th>24h Peak</th>\n",
|
|||
|
|
" <th>All-Time Peak</th>\n",
|
|||
|
|
" <th>Genre</th>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" </thead>\n",
|
|||
|
|
" <tbody>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>90</th>\n",
|
|||
|
|
" <td>91.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Arma 3</td>\n",
|
|||
|
|
" <td>17,158</td>\n",
|
|||
|
|
" <td>20,052</td>\n",
|
|||
|
|
" <td>56,679</td>\n",
|
|||
|
|
" <td>Racing / Open world</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>91</th>\n",
|
|||
|
|
" <td>92.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Forza Horizon 5</td>\n",
|
|||
|
|
" <td>17,070</td>\n",
|
|||
|
|
" <td>22,071</td>\n",
|
|||
|
|
" <td>81,096</td>\n",
|
|||
|
|
" <td>MMORPG</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>92</th>\n",
|
|||
|
|
" <td>93.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>The Elder Scrolls Online</td>\n",
|
|||
|
|
" <td>16,481</td>\n",
|
|||
|
|
" <td>16,505</td>\n",
|
|||
|
|
" <td>49,234</td>\n",
|
|||
|
|
" <td>Action RPG</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>93</th>\n",
|
|||
|
|
" <td>94.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Hogwarts Legacy</td>\n",
|
|||
|
|
" <td>16,430</td>\n",
|
|||
|
|
" <td>16,712</td>\n",
|
|||
|
|
" <td>879,308</td>\n",
|
|||
|
|
" <td>Sports / Basketball Simulation</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>94</th>\n",
|
|||
|
|
" <td>95.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>NBA 2K24</td>\n",
|
|||
|
|
" <td>16,255</td>\n",
|
|||
|
|
" <td>23,565</td>\n",
|
|||
|
|
" <td>30,363</td>\n",
|
|||
|
|
" <td>Utility / Audio</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>95</th>\n",
|
|||
|
|
" <td>96.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Soundpad</td>\n",
|
|||
|
|
" <td>16,028</td>\n",
|
|||
|
|
" <td>17,064</td>\n",
|
|||
|
|
" <td>21,920</td>\n",
|
|||
|
|
" <td>Simulation / Tycoon</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>96</th>\n",
|
|||
|
|
" <td>97.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Supermarket Simulator</td>\n",
|
|||
|
|
" <td>15,817</td>\n",
|
|||
|
|
" <td>15,875</td>\n",
|
|||
|
|
" <td>51,363</td>\n",
|
|||
|
|
" <td>Vampire / Open world</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>97</th>\n",
|
|||
|
|
" <td>98.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>V Rising</td>\n",
|
|||
|
|
" <td>15,803</td>\n",
|
|||
|
|
" <td>16,275</td>\n",
|
|||
|
|
" <td>150,645</td>\n",
|
|||
|
|
" <td>Tactical Shooter</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>98</th>\n",
|
|||
|
|
" <td>99.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Squad</td>\n",
|
|||
|
|
" <td>15,729</td>\n",
|
|||
|
|
" <td>19,288</td>\n",
|
|||
|
|
" <td>35,151</td>\n",
|
|||
|
|
" <td>Grand Strategy</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>99</th>\n",
|
|||
|
|
" <td>100.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Victoria 3</td>\n",
|
|||
|
|
" <td>15,609</td>\n",
|
|||
|
|
" <td>17,598</td>\n",
|
|||
|
|
" <td>70,100</td>\n",
|
|||
|
|
" <td>Unknown</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" </tbody>\n",
|
|||
|
|
"</table>\n",
|
|||
|
|
"</div>"
|
|||
|
|
],
|
|||
|
|
"text/plain": [
|
|||
|
|
" Rank Image Link \\\n",
|
|||
|
|
"90 91.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"91 92.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"92 93.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"93 94.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"94 95.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"95 96.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"96 97.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"97 98.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"98 99.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"99 100.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"\n",
|
|||
|
|
" Title Current 24h Peak All-Time Peak \\\n",
|
|||
|
|
"90 Arma 3 17,158 20,052 56,679 \n",
|
|||
|
|
"91 Forza Horizon 5 17,070 22,071 81,096 \n",
|
|||
|
|
"92 The Elder Scrolls Online 16,481 16,505 49,234 \n",
|
|||
|
|
"93 Hogwarts Legacy 16,430 16,712 879,308 \n",
|
|||
|
|
"94 NBA 2K24 16,255 23,565 30,363 \n",
|
|||
|
|
"95 Soundpad 16,028 17,064 21,920 \n",
|
|||
|
|
"96 Supermarket Simulator 15,817 15,875 51,363 \n",
|
|||
|
|
"97 V Rising 15,803 16,275 150,645 \n",
|
|||
|
|
"98 Squad 15,729 19,288 35,151 \n",
|
|||
|
|
"99 Victoria 3 15,609 17,598 70,100 \n",
|
|||
|
|
"\n",
|
|||
|
|
" Genre \n",
|
|||
|
|
"90 Racing / Open world \n",
|
|||
|
|
"91 MMORPG \n",
|
|||
|
|
"92 Action RPG \n",
|
|||
|
|
"93 Sports / Basketball Simulation \n",
|
|||
|
|
"94 Utility / Audio \n",
|
|||
|
|
"95 Simulation / Tycoon \n",
|
|||
|
|
"96 Vampire / Open world \n",
|
|||
|
|
"97 Tactical Shooter \n",
|
|||
|
|
"98 Grand Strategy \n",
|
|||
|
|
"99 Unknown "
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"execution_count": 24,
|
|||
|
|
"metadata": {},
|
|||
|
|
"output_type": "execute_result"
|
|||
|
|
}
|
|||
|
|
],
|
|||
|
|
"source": [
|
|||
|
|
"df.tail(10)"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"execution_count": 30,
|
|||
|
|
"id": "c0b96588-c5de-44da-b078-ce44b3177939",
|
|||
|
|
"metadata": {},
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"data": {
|
|||
|
|
"text/plain": [
|
|||
|
|
"0 Counter-Strike 2\n",
|
|||
|
|
"1 Dota 2\n",
|
|||
|
|
"2 Banana\n",
|
|||
|
|
"3 PUBG: BATTLEGROUNDS\n",
|
|||
|
|
"4 ELDEN RING\n",
|
|||
|
|
" ... \n",
|
|||
|
|
"95 Soundpad\n",
|
|||
|
|
"96 Supermarket Simulator\n",
|
|||
|
|
"97 V Rising\n",
|
|||
|
|
"98 Squad\n",
|
|||
|
|
"99 Victoria 3\n",
|
|||
|
|
"Name: Title, Length: 100, dtype: object"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"execution_count": 30,
|
|||
|
|
"metadata": {},
|
|||
|
|
"output_type": "execute_result"
|
|||
|
|
}
|
|||
|
|
],
|
|||
|
|
"source": [
|
|||
|
|
"df.Title"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"execution_count": 32,
|
|||
|
|
"id": "89b843aa-0cba-4655-87a7-855c236b4b5f",
|
|||
|
|
"metadata": {},
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"0 Counter-Strike 2\n",
|
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"1 Dota 2\n",
|
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"2 Banana\n",
|
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|
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"3 PUBG: BATTLEGROUNDS\n",
|
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"4 ELDEN RING\n",
|
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" ... \n",
|
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"95 Soundpad\n",
|
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"96 Supermarket Simulator\n",
|
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"97 V Rising\n",
|
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"98 Squad\n",
|
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"Name: Title, Length: 100, dtype: object"
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|
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" <th></th>\n",
|
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" <th>Rank</th>\n",
|
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|
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|
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" <th>0</th>\n",
|
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|
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" <td>1.0</td>\n",
|
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|
|
" <td>Counter-Strike 2</td>\n",
|
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|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
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|
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|
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" <td>Dota 2</td>\n",
|
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|
" </tr>\n",
|
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|
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|
|
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|
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|
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|
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|
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" <td>Banana</td>\n",
|
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|
|
" </tr>\n",
|
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|
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" <tr>\n",
|
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|
|
" <th>3</th>\n",
|
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|
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" <td>4.0</td>\n",
|
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|
|
" <td>PUBG: BATTLEGROUNDS</td>\n",
|
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|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
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|
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" <th>4</th>\n",
|
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|
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|
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" <td>ELDEN RING</td>\n",
|
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" </tr>\n",
|
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|
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|
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|
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|
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|
|
" <th>95</th>\n",
|
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|
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" <td>96.0</td>\n",
|
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|
|
" <td>Soundpad</td>\n",
|
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|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
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|
|
" <th>96</th>\n",
|
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|
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" <td>97.0</td>\n",
|
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|
" <td>Supermarket Simulator</td>\n",
|
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|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
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|
|
" <th>97</th>\n",
|
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" <td>98.0</td>\n",
|
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|
" <td>V Rising</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
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|
|
" <th>98</th>\n",
|
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" <td>99.0</td>\n",
|
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" <td>Squad</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>99</th>\n",
|
|||
|
|
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|
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|
|
" <td>Victoria 3</td>\n",
|
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|
|
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|
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|
|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
|||
|
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" Rank Title\n",
|
|||
|
|
"0 1.0 Counter-Strike 2\n",
|
|||
|
|
"1 2.0 Dota 2\n",
|
|||
|
|
"2 3.0 Banana\n",
|
|||
|
|
"3 4.0 PUBG: BATTLEGROUNDS\n",
|
|||
|
|
"4 5.0 ELDEN RING\n",
|
|||
|
|
".. ... ...\n",
|
|||
|
|
"95 96.0 Soundpad\n",
|
|||
|
|
"96 97.0 Supermarket Simulator\n",
|
|||
|
|
"97 98.0 V Rising\n",
|
|||
|
|
"98 99.0 Squad\n",
|
|||
|
|
"99 100.0 Victoria 3\n",
|
|||
|
|
"\n",
|
|||
|
|
"[100 rows x 2 columns]"
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|||
|
|
" <th></th>\n",
|
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|
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|
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|
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|
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|
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|
|||
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|
" <tbody>\n",
|
|||
|
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|
|||
|
|
" <th>0</th>\n",
|
|||
|
|
" <td>Counter-Strike 2</td>\n",
|
|||
|
|
" <td>1.0</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>1</th>\n",
|
|||
|
|
" <td>Dota 2</td>\n",
|
|||
|
|
" <td>2.0</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>2</th>\n",
|
|||
|
|
" <td>Banana</td>\n",
|
|||
|
|
" <td>3.0</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>3</th>\n",
|
|||
|
|
" <td>PUBG: BATTLEGROUNDS</td>\n",
|
|||
|
|
" <td>4.0</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>4</th>\n",
|
|||
|
|
" <td>ELDEN RING</td>\n",
|
|||
|
|
" <td>5.0</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>...</th>\n",
|
|||
|
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|
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|
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|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>95</th>\n",
|
|||
|
|
" <td>Soundpad</td>\n",
|
|||
|
|
" <td>96.0</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>96</th>\n",
|
|||
|
|
" <td>Supermarket Simulator</td>\n",
|
|||
|
|
" <td>97.0</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>97</th>\n",
|
|||
|
|
" <td>V Rising</td>\n",
|
|||
|
|
" <td>98.0</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>98</th>\n",
|
|||
|
|
" <td>Squad</td>\n",
|
|||
|
|
" <td>99.0</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>99</th>\n",
|
|||
|
|
" <td>Victoria 3</td>\n",
|
|||
|
|
" <td>100.0</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" </tbody>\n",
|
|||
|
|
"</table>\n",
|
|||
|
|
"<p>100 rows × 2 columns</p>\n",
|
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|
|
"</div>"
|
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],
|
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"text/plain": [
|
|||
|
|
" Title Rank\n",
|
|||
|
|
"0 Counter-Strike 2 1.0\n",
|
|||
|
|
"1 Dota 2 2.0\n",
|
|||
|
|
"2 Banana 3.0\n",
|
|||
|
|
"3 PUBG: BATTLEGROUNDS 4.0\n",
|
|||
|
|
"4 ELDEN RING 5.0\n",
|
|||
|
|
".. ... ...\n",
|
|||
|
|
"95 Soundpad 96.0\n",
|
|||
|
|
"96 Supermarket Simulator 97.0\n",
|
|||
|
|
"97 V Rising 98.0\n",
|
|||
|
|
"98 Squad 99.0\n",
|
|||
|
|
"99 Victoria 3 100.0\n",
|
|||
|
|
"\n",
|
|||
|
|
"[100 rows x 2 columns]"
|
|||
|
|
]
|
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|
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"execution_count": 44,
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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"id": "3b60f53a-fafb-4693-9921-a33e560175e9",
|
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|
"metadata": {},
|
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|
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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",
|
|||
|
|
" <th></th>\n",
|
|||
|
|
" <th>Rank</th>\n",
|
|||
|
|
" <th>Image Link</th>\n",
|
|||
|
|
" <th>Title</th>\n",
|
|||
|
|
" <th>Current</th>\n",
|
|||
|
|
" <th>24h Peak</th>\n",
|
|||
|
|
" <th>All-Time Peak</th>\n",
|
|||
|
|
" <th>Genre</th>\n",
|
|||
|
|
" <th>Total</th>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" </thead>\n",
|
|||
|
|
" <tbody>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>0</th>\n",
|
|||
|
|
" <td>1.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Counter-Strike 2</td>\n",
|
|||
|
|
" <td>1,015,721</td>\n",
|
|||
|
|
" <td>1,276,702</td>\n",
|
|||
|
|
" <td>1,818,773</td>\n",
|
|||
|
|
" <td>First-person Shooter</td>\n",
|
|||
|
|
" <td>1,818,7731,818,773</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>1</th>\n",
|
|||
|
|
" <td>2.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Dota 2</td>\n",
|
|||
|
|
" <td>702,487</td>\n",
|
|||
|
|
" <td>805,624</td>\n",
|
|||
|
|
" <td>1,295,114</td>\n",
|
|||
|
|
" <td>MOBA (Multiplayer Online Battle Arena)</td>\n",
|
|||
|
|
" <td>1,295,1141,295,114</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>2</th>\n",
|
|||
|
|
" <td>3.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Banana</td>\n",
|
|||
|
|
" <td>409,758</td>\n",
|
|||
|
|
" <td>428,540</td>\n",
|
|||
|
|
" <td>917,272</td>\n",
|
|||
|
|
" <td>Unknown</td>\n",
|
|||
|
|
" <td>917,272917,272</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>3</th>\n",
|
|||
|
|
" <td>4.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>PUBG: BATTLEGROUNDS</td>\n",
|
|||
|
|
" <td>371,000</td>\n",
|
|||
|
|
" <td>688,475</td>\n",
|
|||
|
|
" <td>3,257,248</td>\n",
|
|||
|
|
" <td>Battle Royale</td>\n",
|
|||
|
|
" <td>3,257,2483,257,248</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>4</th>\n",
|
|||
|
|
" <td>5.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>ELDEN RING</td>\n",
|
|||
|
|
" <td>294,359</td>\n",
|
|||
|
|
" <td>319,707</td>\n",
|
|||
|
|
" <td>953,426</td>\n",
|
|||
|
|
" <td>Action RPG</td>\n",
|
|||
|
|
" <td>953,426953,426</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",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>95</th>\n",
|
|||
|
|
" <td>96.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Soundpad</td>\n",
|
|||
|
|
" <td>16,028</td>\n",
|
|||
|
|
" <td>17,064</td>\n",
|
|||
|
|
" <td>21,920</td>\n",
|
|||
|
|
" <td>Simulation / Tycoon</td>\n",
|
|||
|
|
" <td>21,92021,920</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>96</th>\n",
|
|||
|
|
" <td>97.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Supermarket Simulator</td>\n",
|
|||
|
|
" <td>15,817</td>\n",
|
|||
|
|
" <td>15,875</td>\n",
|
|||
|
|
" <td>51,363</td>\n",
|
|||
|
|
" <td>Vampire / Open world</td>\n",
|
|||
|
|
" <td>51,36351,363</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>97</th>\n",
|
|||
|
|
" <td>98.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>V Rising</td>\n",
|
|||
|
|
" <td>15,803</td>\n",
|
|||
|
|
" <td>16,275</td>\n",
|
|||
|
|
" <td>150,645</td>\n",
|
|||
|
|
" <td>Tactical Shooter</td>\n",
|
|||
|
|
" <td>150,645150,645</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>98</th>\n",
|
|||
|
|
" <td>99.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Squad</td>\n",
|
|||
|
|
" <td>15,729</td>\n",
|
|||
|
|
" <td>19,288</td>\n",
|
|||
|
|
" <td>35,151</td>\n",
|
|||
|
|
" <td>Grand Strategy</td>\n",
|
|||
|
|
" <td>35,15135,151</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>99</th>\n",
|
|||
|
|
" <td>100.0</td>\n",
|
|||
|
|
" <td>https://shared.cloudflare.steamstatic.com/stor...</td>\n",
|
|||
|
|
" <td>Victoria 3</td>\n",
|
|||
|
|
" <td>15,609</td>\n",
|
|||
|
|
" <td>17,598</td>\n",
|
|||
|
|
" <td>70,100</td>\n",
|
|||
|
|
" <td>Unknown</td>\n",
|
|||
|
|
" <td>70,10070,100</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" </tbody>\n",
|
|||
|
|
"</table>\n",
|
|||
|
|
"<p>100 rows × 8 columns</p>\n",
|
|||
|
|
"</div>"
|
|||
|
|
],
|
|||
|
|
"text/plain": [
|
|||
|
|
" Rank Image Link \\\n",
|
|||
|
|
"0 1.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"1 2.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"2 3.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"3 4.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"4 5.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
".. ... ... \n",
|
|||
|
|
"95 96.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"96 97.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"97 98.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"98 99.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"99 100.0 https://shared.cloudflare.steamstatic.com/stor... \n",
|
|||
|
|
"\n",
|
|||
|
|
" Title Current 24h Peak All-Time Peak \\\n",
|
|||
|
|
"0 Counter-Strike 2 1,015,721 1,276,702 1,818,773 \n",
|
|||
|
|
"1 Dota 2 702,487 805,624 1,295,114 \n",
|
|||
|
|
"2 Banana 409,758 428,540 917,272 \n",
|
|||
|
|
"3 PUBG: BATTLEGROUNDS 371,000 688,475 3,257,248 \n",
|
|||
|
|
"4 ELDEN RING 294,359 319,707 953,426 \n",
|
|||
|
|
".. ... ... ... ... \n",
|
|||
|
|
"95 Soundpad 16,028 17,064 21,920 \n",
|
|||
|
|
"96 Supermarket Simulator 15,817 15,875 51,363 \n",
|
|||
|
|
"97 V Rising 15,803 16,275 150,645 \n",
|
|||
|
|
"98 Squad 15,729 19,288 35,151 \n",
|
|||
|
|
"99 Victoria 3 15,609 17,598 70,100 \n",
|
|||
|
|
"\n",
|
|||
|
|
" Genre Total \n",
|
|||
|
|
"0 First-person Shooter 1,818,7731,818,773 \n",
|
|||
|
|
"1 MOBA (Multiplayer Online Battle Arena) 1,295,1141,295,114 \n",
|
|||
|
|
"2 Unknown 917,272917,272 \n",
|
|||
|
|
"3 Battle Royale 3,257,2483,257,248 \n",
|
|||
|
|
"4 Action RPG 953,426953,426 \n",
|
|||
|
|
".. ... ... \n",
|
|||
|
|
"95 Simulation / Tycoon 21,92021,920 \n",
|
|||
|
|
"96 Vampire / Open world 51,36351,363 \n",
|
|||
|
|
"97 Tactical Shooter 150,645150,645 \n",
|
|||
|
|
"98 Grand Strategy 35,15135,151 \n",
|
|||
|
|
"99 Unknown 70,10070,100 \n",
|
|||
|
|
"\n",
|
|||
|
|
"[100 rows x 8 columns]"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"execution_count": 53,
|
|||
|
|
"metadata": {},
|
|||
|
|
"output_type": "execute_result"
|
|||
|
|
}
|
|||
|
|
],
|
|||
|
|
"source": [
|
|||
|
|
"df['Total'] = df['All-Time Peak'] * 2\n",
|
|||
|
|
"df"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"execution_count": null,
|
|||
|
|
"id": "87766395-4255-4cf8-9a5c-1436646f099f",
|
|||
|
|
"metadata": {},
|
|||
|
|
"outputs": [],
|
|||
|
|
"source": []
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"execution_count": null,
|
|||
|
|
"id": "ec2fd89e-aa66-41df-8fba-48cf1e45572d",
|
|||
|
|
"metadata": {},
|
|||
|
|
"outputs": [],
|
|||
|
|
"source": []
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"execution_count": null,
|
|||
|
|
"id": "5a4f72e3-7f14-44fd-a9d1-f37c9dde49dd",
|
|||
|
|
"metadata": {},
|
|||
|
|
"outputs": [],
|
|||
|
|
"source": []
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"execution_count": null,
|
|||
|
|
"id": "29be5268-19ff-4df9-ad22-2c93a95683ac",
|
|||
|
|
"metadata": {},
|
|||
|
|
"outputs": [],
|
|||
|
|
"source": []
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"execution_count": null,
|
|||
|
|
"id": "e64e2162-3b16-47b1-a75f-c9233e4c0850",
|
|||
|
|
"metadata": {},
|
|||
|
|
"outputs": [],
|
|||
|
|
"source": []
|
|||
|
|
}
|
|||
|
|
],
|
|||
|
|
"metadata": {
|
|||
|
|
"kernelspec": {
|
|||
|
|
"display_name": "Python [conda env:base] *",
|
|||
|
|
"language": "python",
|
|||
|
|
"name": "conda-base-py"
|
|||
|
|
},
|
|||
|
|
"language_info": {
|
|||
|
|
"codemirror_mode": {
|
|||
|
|
"name": "ipython",
|
|||
|
|
"version": 3
|
|||
|
|
},
|
|||
|
|
"file_extension": ".py",
|
|||
|
|
"mimetype": "text/x-python",
|
|||
|
|
"name": "python",
|
|||
|
|
"nbconvert_exporter": "python",
|
|||
|
|
"pygments_lexer": "ipython3",
|
|||
|
|
"version": "3.12.7"
|
|||
|
|
}
|
|||
|
|
},
|
|||
|
|
"nbformat": 4,
|
|||
|
|
"nbformat_minor": 5
|
|||
|
|
}
|