So Fifa
[1]:
import sys
sys.path.append("../../")
import penaltyblog as pb
import pandas as pd
from time import sleep
Instantiate the scraper
[2]:
sofifa = pb.scrapers.SoFifa()
Get top-level player data (sorted on player potential high to low)
[3]:
player_info = sofifa.get_players(max_pages=1, sort_by="potential")
player_info.head()
[3]:
| name | url | nationality | team | age | overall_rating | potential | value | wage | total | positions | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| id | |||||||||||
| 231747 | Kylian Mbappé | /player/231747/kylian-mbappe/220069/ | France | Paris Saint-Germain | 22 | 91 | 95 | €194M | €230K | 2175 | [ST, LW] |
| 239085 | Erling Haaland | /player/239085/erling-haaland/220069/ | Norway | Borussia Dortmund | 20 | 88 | 94 | €143.5M | €110K | 2120 | [ST] |
| 251854 | Pedro González López | /player/251854/pedro-gonzalez-lopez/220069/ | Spain | FC Barcelona | 18 | 84 | 92 | €88.5M | €66K | 2096 | [CM] |
| 237692 | Phil Foden | /player/237692/phil-foden/220069/ | England | Manchester City | 21 | 84 | 92 | €94.5M | €140K | 2073 | [LW, CF, CAM] |
| 230621 | Gianluigi Donnarumma | /player/230621/gianluigi-donnarumma/220069/ | Italy | Paris Saint-Germain | 22 | 88 | 92 | €106M | €110K | 1375 | [GK] |
Get top-level player data (sorted on player age low to high)
[4]:
player_info = sofifa.get_players(max_pages=1, sort_by="value", sort_direction="asc")
player_info.head()
[4]:
| name | url | nationality | team | age | overall_rating | potential | value | wage | total | positions | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| id | |||||||||||
| 257536 | Jan Kuchta | /player/257536/jan-kuchta/220069/ | Czech Republic | None | 24 | 77 | 80 | €0 | €0 | 1923 | [ST, CAM] |
| 242953 | Nikko Boxall | /player/242953/nikko-boxall/220069/ | New Zealand | None | 29 | 62 | 62 | €0 | €0 | 1475 | [CB, CDM] |
| 236298 | Eduard Atuesta | /player/236298/eduard-atuesta/220069/ | Colombia | None | 24 | 75 | 82 | €0 | €0 | 1976 | [CDM, CM] |
| 242954 | Niko Kirwan | /player/242954/niko-kirwan/220069/ | New Zealand | None | 25 | 64 | 66 | €0 | €0 | 1691 | [RB, LB, RM] |
| 140814 | Stavros Georgiou | /player/140814/stavros-georgiou/220069/ | Cyprus | None | 16 | 53 | 68 | €0 | €0 | 1436 | [CF, RW, LW] |
Get top-level player data (sorted on player value high to low)
[5]:
player_info = sofifa.get_players(max_pages=1, sort_by="value")
player_info.head()
[5]:
| name | url | nationality | team | age | overall_rating | potential | value | wage | total | positions | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| id | |||||||||||
| 231747 | Kylian Mbappé | /player/231747/kylian-mbappe/220069/ | France | Paris Saint-Germain | 22 | 91 | 95 | €194M | €230K | 2175 | [ST, LW] |
| 239085 | Erling Haaland | /player/239085/erling-haaland/220069/ | Norway | Borussia Dortmund | 20 | 88 | 94 | €143.5M | €110K | 2120 | [ST] |
| 209331 | Mohamed Salah | /player/209331/mohamed-salah/220069/ | Egypt | Liverpool | 29 | 91 | 91 | €129M | €350K | 2236 | [RW] |
| 192985 | Kevin De Bruyne | /player/192985/kevin-de-bruyne/220069/ | Belgium | Manchester City | 30 | 91 | 91 | €125.5M | €350K | 2303 | [CM, CAM] |
| 228702 | Frenkie de Jong | /player/228702/frenkie-de-jong/220069/ | Netherlands | FC Barcelona | 24 | 87 | 92 | €119.5M | €210K | 2234 | [CM] |
Get detailed player data
[6]:
players = list()
for id_ in player_info.index[:5]:
tmp = sofifa.get_player(id_)
players.append(tmp)
sleep(1)
players = pd.concat(players)
players
[6]:
| name | weight | height | age | position | overall_rating | potential | value | wage | preferred_foot | ... | mentality_composure | defending_defensive_awareness | defending_standing_tackle | defending_sliding_tackle | goalkeeping_gk_diving | goalkeeping_gk_handling | goalkeeping_gk_kicking | goalkeeping_gk_positioning | goalkeeping_gk_reflexes | traits | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Kylian Mbappé Lottin | 73 | 182 | 22 | LS | 91 | 95 | €194M | €230K | Right | ... | 88 | 26 | 34 | 32 | 13 | 5 | 7 | 11 | 6 | [Solid Player, Flair, Speed Dribbler (AI), Out... |
| 0 | Erling Braut Haaland | 94 | 194 | 20 | ST | 88 | 94 | €143.5M | €110K | Left | ... | 85 | 44 | 53 | 29 | 7 | 14 | 13 | 11 | 7 | [Injury Prone, Speed Dribbler (AI), Power Header] |
| 0 | Mohamed Salah Ghaly | 71 | 175 | 29 | RW | 91 | 91 | €129M | €350K | Left | ... | 92 | 38 | 43 | 41 | 14 | 14 | 9 | 11 | 14 | [Finesse Shot, Long Shot Taker (AI), Speed Dri... |
| 0 | Kevin De Bruyne | 70 | 181 | 30 | RM | 91 | 91 | €125.5M | €350K | Right | ... | 89 | 68 | 65 | 53 | 15 | 13 | 5 | 10 | 13 | [Injury Prone, Leadership, Early Crosser, Long... |
| 0 | Frenkie de Jong | 74 | 180 | 24 | LCM | 87 | 92 | €119.5M | €210K | Right | ... | 90 | 76 | 76 | 77 | 7 | 13 | 10 | 10 | 9 | [Flair, Playmaker (AI), Outside Foot Shot, Tec... |
5 rows × 65 columns