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Added pokemon_info table
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@Brideau
Brideau committed Jul 28, 2016
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133 changes: 119 additions & 14 deletions DateTimeDimensionGenerator.ipynb
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Expand Up @@ -30,7 +30,7 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": 86,
"metadata": {
"collapsed": false
},
Expand All @@ -39,14 +39,42 @@
"name": "stdout",
"output_type": "stream",
"text": [
"········\n"
"Host Address: 159.203.20.161\n"
]
}
],
"source": [
"host = \"ec2-52-87-185-170.compute-1.amazonaws.com\"\n",
"host = raw_input(\"Host Address: \")"
]
},
{
"cell_type": "code",
"execution_count": 87,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"db_name = \"pokemon_go\"\n",
"username = \"pokemon_go_role\"\n",
"username = \"postgres\""
]
},
{
"cell_type": "code",
"execution_count": 88,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"········\n"
]
}
],
"source": [
"password = getpass.getpass()"
]
},
Expand Down Expand Up @@ -732,7 +760,7 @@
},
{
"cell_type": "code",
"execution_count": 43,
"execution_count": 78,
"metadata": {
"collapsed": false
},
Expand Down Expand Up @@ -2308,7 +2336,7 @@
},
{
"cell_type": "code",
"execution_count": 47,
"execution_count": 93,
"metadata": {
"collapsed": false
},
Expand Down Expand Up @@ -2352,7 +2380,7 @@
},
{
"cell_type": "code",
"execution_count": 50,
"execution_count": 94,
"metadata": {
"collapsed": false
},
Expand All @@ -2366,7 +2394,7 @@
},
{
"cell_type": "code",
"execution_count": 51,
"execution_count": 81,
"metadata": {
"collapsed": true
},
Expand All @@ -2383,7 +2411,7 @@
},
{
"cell_type": "code",
"execution_count": 52,
"execution_count": 82,
"metadata": {
"collapsed": true
},
Expand Down Expand Up @@ -2424,6 +2452,34 @@
"date_dim_file"
]
},
{
"cell_type": "code",
"execution_count": 57,
"metadata": {
"collapsed": false
},
"outputs": [
{
"ename": "NameError",
"evalue": "name 'date_dim_file' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-57-270064a96dda>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0mconn\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mautocommit\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mTrue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mload_file\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtable_name\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'date_dimension'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mprimary_key\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"date_key\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfile_object\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdate_dim_file\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5\u001b[0m \u001b[0;32mfinally\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0mconn\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mclose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mNameError\u001b[0m: name 'date_dim_file' is not defined"
]
}
],
"source": [
"conn = psycopg2.connect(connection_string)\n",
"conn.autocommit = True\n",
"try:\n",
" load_file(conn, table_name='date_dimension', primary_key=\"date_key\", file_object=date_dim_file)\n",
"finally:\n",
" conn.close()"
]
},
{
"cell_type": "code",
"execution_count": 54,
Expand All @@ -2449,23 +2505,72 @@
},
{
"cell_type": "code",
"execution_count": 55,
"execution_count": 92,
"metadata": {
"collapsed": false
},
"outputs": [],
"outputs": [
{
"ename": "NameError",
"evalue": "name 'time_dim_file' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-92-7caad1c03ca4>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0mconn\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mautocommit\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mTrue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mload_file\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtable_name\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'time_dimension'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mprimary_key\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"time_key\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfile_object\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtime_dim_file\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5\u001b[0m \u001b[0;32mfinally\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0mconn\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mclose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mNameError\u001b[0m: name 'time_dim_file' is not defined"
]
}
],
"source": [
"conn = psycopg2.connect(connection_string)\n",
"conn.autocommit = True\n",
"try:\n",
" load_file(conn, table_name='date_dimension', primary_key=\"date_key\", file_object=date_dim_file)\n",
" load_file(conn, table_name='time_dimension', primary_key=\"time_key\", file_object=time_dim_file)\n",
"finally:\n",
" conn.close()"
]
},
{
"cell_type": "code",
"execution_count": 56,
"execution_count": 98,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"pokemon_info_df = pd.read_csv(filepath_or_buffer=\"./pokemon_info.csv\")\n",
"empty_pokemon_pk_info = pokemon_info_df.copy()\n",
"empty_pokemon_pk_info = empty_pokemon_pk_info.drop(empty_pokemon_pk_info.index[0:empty_pokemon_pk_info.shape[0]])\n",
"empty_pokemon_pk_info.to_sql(\"pokemon_info\", engine, if_exists=\"replace\", index=False)"
]
},
{
"cell_type": "code",
"execution_count": 99,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"<open file './pokemon_info.csv', mode 'r' at 0x11487f0c0>"
]
},
"execution_count": 99,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"pokemon_info_dim_file = open(\"./pokemon_info.csv\")\n",
"pokemon_info_dim_file"
]
},
{
"cell_type": "code",
"execution_count": 100,
"metadata": {
"collapsed": false
},
Expand All @@ -2474,7 +2579,7 @@
"conn = psycopg2.connect(connection_string)\n",
"conn.autocommit = True\n",
"try:\n",
" load_file(conn, table_name='time_dimension', primary_key=\"time_key\", file_object=time_dim_file)\n",
" load_file(conn, table_name='pokemon_info', primary_key=\"pokemon_id\", file_object=pokemon_info_dim_file)\n",
"finally:\n",
" conn.close()"
]
Expand Down
12 changes: 11 additions & 1 deletion README.md
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Expand Up @@ -6,7 +6,17 @@ A data model for doing geospatial analysis and regular analytics on Pokemon Go d

## Patches

### Jul 27, 2016 ~11PM EDT
### Jul 28, 2016 ~12PM EDT

I've added a table for doing analysis using various Pokemon properties, such as type, classification, weight and height. To patch an existing database to support this, first drop the existing pokemon_info table from pgAdmin or using:

```sql
DROP TABLE public.pokemon_info;
```

And then use the same Restore feature you used to load the database initially to load the pokemon_into_table_patch.tar file available in the repo.

### Jul 27, 2016 ~11PM EDT

If you loaded the database backup file before this time ([commit bd81308](https://github.com/Brideau/pokelyzer/commit/bd813085e0ce5518ae55e33dcc87241b710fb215)), run the following command to patch your existing database. It fixes an issue with joining tables in Tableau.

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Binary file modified pokemon_go_db_backup.tar
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152 changes: 152 additions & 0 deletions pokemon_info.csv
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@@ -0,0 +1,152 @@
"pokemon_id","name","classification","type_1","type_2","weight","height"
"1","Bulbasaur","Seed Pokèmon","Grass","Poison","6.9","0.7"
"2","Ivysaur","Seed Pokèmon","Grass","Poison","13.0","1.0"
"3","Venusaur","Seed Pokèmon","Grass","Poison","1.0","2.0"
"4","Charmander","Lizard Pokèmon","Fire","N/A","8.5","0.6"
"5","Charmeleon","Flame Pokèmon","Fire","N/A","19.0","1.1"
"6","Charizard","Flame Pokèmon","Fire","Flying","90.5","1.7"
"7","Squirtle","Tiny Turtle Pokèmon","Water","N/A","9.0","0.5"
"8","Wartortle","Turtle Pokèmon","Water","N/A","22.5","1.0"
"9","Blastoise","Shellfish Pokèmon","Water","N/A","85.5","1.6"
"10","Caterpie","Worm Pokèmon","Bug","N/A","2.9","0.3"
"11","Metapod","Cocoon Pokèmon","Bug","N/A","9.9","0.7"
"12","Butterfree","Butterfly Pokèmon","Bug","Flying","32.0","1.1"
"13","Weedle","Hairy Pokèmon","Bug","Poison","3.2","0.3"
"14","Kakuna","Cocoon Pokèmon","Bug","Poison","10.0","0.6"
"15","Beedrill","Poison Bee Pokèmon","Bug","Poison","29.5","1.0"
"16","Pidgey","Tiny Bird Pokèmon","Normal","Flying","1.8","0.3"
"17","Pidgeotto","Bird Pokèmon","Normal","Flying","30.0","1.1"
"18","Pidgeot","Bird Pokèmon","Normal","Flying","39.5","1.5"
"19","Rattata","Mouse Pokèmon","Normal","N/A","3.5","0.3"
"20","Raticate","Mouse Pokèmon","Normal","N/A","18.5","0.7"
"21","Spearow","Tiny Bird Pokèmon","Normal","Flying","2.0","0.3"
"22","Fearow","Beak Pokèmon","Normal","Flying","38.0","1.2"
"23","Ekans","Snake Pokèmon","Poison","N/A","6.9","2.0"
"24","Arbok","Cobra Pokèmon","Poison","N/A","65.0","3.5"
"25","Pikachu","Mouse Pokèmon","Electric","N/A","6.0","0.4"
"26","Raichu","Mouse Pokèmon","Electric","N/A","30.0","0.8"
"27","Sandshrew","Mouse Pokèmon","Ground","N/A","12.0","0.6"
"28","Sandslash","Mouse Pokèmon","Ground","N/A","29.5","1.0"
"29","Nidoran F","Poison Pin Pokèmon","Poison","N/A","7.0","0.4"
"30","Nidorina","Poison Pin Pokèmon","Poison","N/A","20.0","0.8"
"31","Nidoqueen","Drill Pokèmon","Poison","Ground","60.0","1.3"
"32","Nidoran M","Poison Pin Pokèmon","Poison","N/A","9.0","0.5"
"33","Nidorino","Poison Pin Pokèmon","Poison","N/A","19.5","0.9"
"34","Nidoking","Drill Pokèmon","Poison","Ground","62.0","1.4"
"35","Clefairy","Fairy Pokèmon","Normal","N/A","7.5","0.6"
"36","Clefable","Fairy Pokèmon","Normal","N/A","40.0","1.3"
"37","Vulpix","Fox Pokèmon","Fire","N/A","9.9","0.6"
"38","Ninetales","Fox Pokèmon","Fire","N/A","19.9","1.1"
"39","Jigglypuff","Balloon Pokèmon","Normal","N/A","5.5","0.5"
"40","Wigglytuff","Balloon Pokèmon","Normal","N/A","12.0","1.0"
"41","Zubat","Bat Pokèmon","Poison","Flying","7.5","0.8"
"42","Golbat","Bat Pokèmon","Poison","Flying","55.0","1.6"
"43","Oddish","Weed Pokèmon","Grass","Poison","5.4","0.5"
"44","Gloom","Weed Pokèmon","Grass","Poison","8.6","0.8"
"45","Vileplume","Flower Pokèmon","Grass","Poison","18.6","1.2"
"46","Paras","Mushroom Pokèmon","Bug","Grass","5.4","0.3"
"47","Parasect","Mushroom Pokèmon","Bug","Grass","29.5","1.0"
"48","Venonat","Insect Pokèmon","Bug","Poison","30.0","1.0"
"49","Venomoth","Poison Moth Pokèmon","Bug","Poison","12.5","1.5"
"50","Diglett","Mole Pokèmon","Ground","N/A","0.8","0.2"
"51","Dugtrio","Mole Pokèmon","Ground","N/A","33.3","0.7"
"52","Meowth","Scratch Cat Pokèmon","Normal","N/A","4.2","0.4"
"53","Persian","Classy Cat Pokèmon","Normal","N/A","32.0","1.0"
"54","Psyduck","Duck Pokèmon","Water","N/A","19.6","0.8"
"55","Golduck","Duck Pokèmon","Water","N/A","76.6","1.7"
"56","Mankey","Pig Monkey Pokèmon","Fighting","N/A","28.0","0.5"
"57","Primeape","Pig Monkey Pokèmon","Fighting","N/A","32.0","1.0"
"58","Growlithe","Puppy Pokèmon","Fire","N/A","19.0","0.7"
"59","Arcanine","Legendary Pokèmon","Fire","N/A","155.0","1.9"
"60","Poliwag","Tadpole Pokèmon","Water","N/A","12.4","0.6"
"61","Poliwhirl","Tadpole Pokèmon","Water","N/A","20.0","1.0"
"62","Poliwrath","Tadpole Pokèmon","Water","Fighting","54.0","1.3"
"63","Abra","Psi Pokèmon","Psychic","N/A","19.5","0.9"
"64","Kadabra","Psi Pokèmon","Psychic","N/A","56.5","1.3"
"65","Alakazam","Psi Pokèmon","Psychic","N/A","48.0","1.5"
"66","Machop","Superpower Pokèmon","Fighting","N/A","19.5","0.8"
"67","Machoke","Superpower Pokèmon","Fighting","N/A","70.5","1.5"
"68","Machamp","Superpower Pokèmon","Fighting","N/A","130.0","1.6"
"69","Bellsprout","Flower Pokèmon","Grass","Poison","4.0","0.7"
"70","Weepinbell","Flycatcher Pokèmon","Grass","Poison","6.4","1.0"
"71","Victreebel","Flycatcher Pokèmon","Grass","Poison","15.5","1.7"
"72","Tentacool","Jellyfish Pokèmon","Water","Poison","45.5","0.9"
"73","Tentacruel","Jellyfish Pokèmon","Water","Poison","55.0","1.6"
"74","Geodude","Rock Pokèmon","Rock","Ground","20.0","0.4"
"75","Graveler","Rock Pokèmon","Rock","Ground","105.0","1.0"
"76","Golem","Megaton Pokèmon","Rock","Ground","300.0","1.4"
"77","Ponyta","Fire Horse Pokèmon","Fire","N/A","30.0","1.0"
"78","Rapidash","Fire Horse Pokèmon","Fire","N/A","95.0","1.7"
"79","Slowpoke","Dopey Pokèmon","Water","Psychic","36.0","1.2"
"80","Slowbro","Hermit Crab Pokèmon","Water","Psychic","78.5","1.6"
"81","Magnemite","Magnet Pokèmon","Electric","Steel","6.0","0.3"
"82","Magneton","Magnet Pokèmon","Electric","Steel","60.0","1.0"
"83","Farfetch'd","Wild Duck Pokèmon","Normal","Flying","15.0","0.8"
"84","Doduo","Twin Bird Pokèmon","Normal","Flying","39.2","1.4"
"85","Dodrio","Triple Bird Pokèmon","Normal","Flying","85.2","1.8"
"86","Seel","Sea Lion Pokèmon","Water","N/A","90.0","1.1"
"87","Dewgong","Sea Lion Pokèmon","Water","Ice","120.0","1.7"
"88","Grimer","Sludge Pokèmon","Poison","N/A","30.0","0.9"
"89","Muk","Sludge Pokèmon","Poison","N/A","30.0","1.2"
"90","Shellder","Bivalve Pokèmon","Water","N/A","4.0","0.3"
"91","Cloyster","Bivalve Pokèmon","Water","Ice","132.5","1.5"
"92","Gastly","Gas Pokèmon","Ghost","Poison","0.1","1.3"
"93","Haunter","Gas Pokèmon","Ghost","Poison","0.1","1.6"
"94","Gengar","Shadow Pokèmon","Ghost","Poison","40.5","1.5"
"95","Onix","Rock Snake Pokèmon","Rock","Ground","210.0","8.8"
"96","Drowzee","Hypnosis Pokèmon","Psychic","N/A","32.4","1.0"
"97","Hypno","Hypnosis Pokèmon","Psychic","N/A","75.6","1.6"
"98","Krabby","River Crab Pokèmon","Water","N/A","6.5","0.4"
"99","Kingler","Pincer Pokèmon","Water","N/A","60.0","1.3"
"100","Voltorb","Ball Pokèmon","Electric","N/A","10.4","0.5"
"101","Electrode","Ball Pokèmon","Electric","N/A","66.6","1.2"
"102","Exeggcute","Egg Pokèmon","Grass","Psychic","2.5","0.4"
"103","Exeggutor","Coconut Pokèmon","Grass","Psychic","120.0","2.0"
"104","Cubone","Lonely Pokèmon","Ground","N/A","6.5","0.4"
"105","Marowak","Bone Keeper Pokèmon","Ground","N/A","45.0","1.0"
"106","Hitmonlee","Kicking Pokèmon","Fighting","N/A","49.8","1.5"
"107","Hitmonchan","Punching Pokèmon","Fighting","N/A","50.2","1.4"
"108","Lickitung","Licking Pokèmon","Normal","N/A","65.5","1.2"
"109","Koffing","Poison Gas Pokèmon","Poison","N/A","1.0","0.6"
"110","Weezing","Poison Gas Pokèmon","Poison","N/A","9.5","1.2"
"111","Rhyhorn","Spikes Pokèmon","Ground","Rock","115.0","1.0"
"112","Rhydon","Drill Pokèmon","Ground","Rock","120.0","1.9"
"113","Chansey","Egg Pokèmon","Normal","N/A","34.6","1.1"
"114","Tangela","Vine Pokèmon","Grass","N/A","35.0","1.0"
"115","Kangaskhan","Parent Pokèmon","Normal","N/A","80.0","2.2"
"116","Horsea","Dragon Pokèmon","Water","N/A","8.0","0.4"
"117","Seadra","Dragon Pokèmon","Water","N/A","25.0","1.2"
"118","Goldeen","Goldfish Pokèmon","Water","N/A","15.0","0.6"
"119","Seaking","Goldfish Pokèmon","Water","N/A","39.0","1.3"
"120","Staryu","Starshape Pokèmon","Water","N/A","34.5","0.8"
"121","Starmie","Mysterious Pokèmon","Water","Psychic","80.0","1.1"
"122","Mr. Mime","Barrier Pokèmon","Psychic","N/A","54.5","1.3"
"123","Scyther","Mantis Pokèmon","Bug","Flying","56.0","1.5"
"124","Jynx","Humanshape Pokèmon","Ice","Psychic","40.6","1.4"
"125","Electabuzz","Electric Pokèmon","Electric","N/A","30.0","1.1"
"126","Magmar","Spitfire Pokèmon","Fire","N/A","44.5","1.3"
"127","Pinsir","Stagbeetle Pokèmon","Bug","N/A","55.0","1.5"
"128","Tauros","Wild Bull Pokèmon","Normal","N/A","88.4","1.4"
"129","Magikarp","Fish Pokèmon","Water","N/A","10.0","0.9"
"130","Gyarados","Atrocious Pokèmon","Water","Flying","235.0","6.5"
"131","Lapras","Transport Pokèmon","Water","Ice","220.0","2.5"
"132","Ditto","Transform Pokèmon","Normal","N/A","4.0","0.3"
"133","Eevee","Evolution Pokèmon","Normal","N/A","6.5","0.3"
"134","Vaporeon","Bubble Jet Pokèmon","Water","N/A","29.0","1.0"
"135","Jolteon","Lightning Pokèmon","Electric","N/A","24.5","0.8"
"136","Flareon","Flame Pokèmon","Fire","N/A","25.0","0.9"
"137","Porygon","Virtual Pokèmon","Normal","N/A","36.5","0.8"
"138","Omanyte","Spiral Pokèmon","Rock","Water","7.5","0.4"
"139","Omastar","Spiral Pokèmon","Rock","Water","35.0","1.0"
"140","Kabuto","Shellfish Pokèmon","Rock","Water","11.5","0.5"
"141","Kabutops","Shellfish Pokèmon","Rock","Water","40.5","1.3"
"142","Aerodactyl","Fossil Pokèmon","Rock","Flying","59.0","1.8"
"143","Snorlax","Sleeping Pokèmon","Normal","N/A","460.0","2.1"
"144","Articuno","Freeze Pokèmon","Ice","Flying","55.4","1.7"
"145","Zapdos","Electric Pokèmon","Electric","Flying","52.6","1.6"
"146","Moltres","Flame Pokèmon","Fire","Flying","60.0","2.0"
"147","Dratini","Dragon Pokèmon","Dragon","N/A","3.3","1.8"
"148","Dragonair","Dragon Pokèmon","Dragon","N/A","16.5","4.0"
"149","Dragonite","Dragon Pokèmon","Dragon","Flying","210.0","2.2"
"150","Mewtwo","Genetic Pokèmon","Psychic","N/A","122.0","2.0"
"151","Mew","New Species Pokèmon","Psychic","N/A","4.0","0.4"
Binary file added pokemon_info_table_patch.tar
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