-
Notifications
You must be signed in to change notification settings - Fork 1
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
Showing
2 changed files
with
265 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1 @@ | ||
| PLAYER,TEAM,AGE,GP,W,L,MIN,PTS,FGM,FGA,FG%,3PM,3PA,3P%,FTM,FTA,FT%,OREB,DREB,REB,AST,TOV,STL,BLK,PF,DD2,TD3,+/- |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,264 @@ | ||
| from selenium import webdriver | ||
| from selenium.webdriver.common.by import By | ||
| from selenium.webdriver.support.ui import WebDriverWait | ||
| from selenium.webdriver.support import expected_conditions as EC | ||
| import collections | ||
| import time | ||
| import csv | ||
|
|
||
| driver = webdriver.Chrome() | ||
|
|
||
| driver.get('https://stats.nba.com/search/player-game/#?Season=2018-19&SeasonType=Regular%20Season&sort=GAME_DATE&dir=1&CF=PTS*gt*30') | ||
|
|
||
| csv_file = open('nbaplayerstats.csv', 'w') | ||
| writer = csv.writer(csv_file) | ||
| writer.writerow(['PLAYER', 'TEAM', 'AGE', 'GP', 'W', 'L', 'MIN', 'PTS', 'FGM', 'FGA', 'FG%', '3PM', '3PA', '3P%', \ | ||
| 'FTM', 'FTA', 'FT%', 'OREB', 'DREB', 'REB', 'AST', 'TOV', 'STL', 'BLK', 'PF', 'DD2', 'TD3', '+/-']) | ||
| while True: | ||
| try: | ||
| button = driver.find_element_by_xpath('/html/body/main/div[2]/div/div[2]/div/div/nba-stat-table/div[2]/div/a') | ||
| button.click() | ||
| time.sleep(5) | ||
| except: | ||
| break | ||
| plyr = driver.find_elements_by_xpath('/html/body/main/div[2]/div/div[2]/div/div/nba-stat-table/div[1]/div[1]/table/tbody/tr') | ||
|
|
||
| links = [] | ||
|
|
||
| for ply in plyr: | ||
| plyr_dict = collections.OrderedDict() | ||
| link = ply.find_element_by_xpath('.//td[2]/a').get_attribute('href') + 'traditional/' | ||
| Player = ply.find_element_by_xpath('.//td[2]/a').text | ||
| Team = ply.find_element_by_xpath('.//td[3]').text | ||
| Age = ply.find_element_by_xpath('.//td[4]').text | ||
| GP = ply.find_element_by_xpath('.//td[5]').text | ||
| W = ply.find_element_by_xpath('.//td[6]').text | ||
| L = ply.find_element_by_xpath('.//td[7]').text | ||
| Min = ply.find_element_by_xpath('.//td[8]').text | ||
| Pts = ply.find_element_by_xpath('.//td[9]').text | ||
| FGM = ply.find_element_by_xpath('.//td[10]').text | ||
| FGA = ply.find_element_by_xpath('.//td[11]').text | ||
| FGper = ply.find_element_by_xpath('.//td[12]').text | ||
| threePM = ply.find_element_by_xpath('.//td[13]').text | ||
| threePA = ply.find_element_by_xpath('.//td[14]').text | ||
| threePper = ply.find_element_by_xpath('.//td[15]').text | ||
| FTM = ply.find_element_by_xpath('.//td[16]').text | ||
| FTA = ply.find_element_by_xpath('.//td[17]').text | ||
| FTper = ply.find_element_by_xpath('.//td[18]').text | ||
| OReb = ply.find_element_by_xpath('.//td[19]').text | ||
| DReb = ply.find_element_by_xpath('.//td[20]').text | ||
| Reb = ply.find_element_by_xpath('.//td[21]').text | ||
| Ast = ply.find_element_by_xpath('.//td[22]').text | ||
| TOv = ply.find_element_by_xpath('.//td[23]').text | ||
| Stl = ply.find_element_by_xpath('.//td[24]').text | ||
| Blk = ply.find_element_by_xpath('.//td[25]').text | ||
| PF = ply.find_element_by_xpath('.//td[26]').text | ||
| DD2 = ply.find_element_by_xpath('.//td[27]').text | ||
| TD3 = ply.find_element_by_xpath('.//td[28]').text | ||
| plusMinus = ply.find_element_by_xpath('.//td[29]').text | ||
| links.append([link, Player.replace(' ','')]) | ||
| plyr_dict['Player'] = Player | ||
| plyr_dict['Team'] = Team | ||
| plyr_dict['Age'] = Age | ||
| plyr_dict['GP'] = GP | ||
| plyr_dict['W'] = W | ||
| plyr_dict['L'] = L | ||
| plyr_dict['Min'] = Min | ||
| plyr_dict['Pts'] = Pts | ||
| plyr_dict['FGM'] = FGM | ||
| plyr_dict['FGA'] = FGA | ||
| plyr_dict['FGper'] = FGper | ||
| plyr_dict['threePM'] = threePM | ||
| plyr_dict['threePA'] = threePA | ||
| plyr_dict['threePper'] = threePper | ||
| plyr_dict['FTM'] = FTM | ||
| plyr_dict['FTA'] = FTA | ||
| plyr_dict['FTper'] = FTper | ||
| plyr_dict['OReb'] = OReb | ||
| plyr_dict['DReb'] = DReb | ||
| plyr_dict['Reb'] = Reb | ||
| plyr_dict['Ast'] = Ast | ||
| plyr_dict['TOv'] = TOv | ||
| plyr_dict['Stl'] = Stl | ||
| plyr_dict['Blk'] = Blk | ||
| plyr_dict['PF'] = PF | ||
| plyr_dict['DD2'] = DD2 | ||
| plyr_dict['TD3'] = TD3 | ||
| plyr_dict['plusMinus'] = plusMinus | ||
| writer.writerow(plyr_dict.values()) | ||
|
|
||
|
|
||
| csv_file.close() | ||
|
|
||
| def playerstats(tabs): | ||
| for tab in tabs: | ||
| tab_dict = collections.OrderedDict() | ||
|
|
||
| Breakdown = tab.find_element_by_xpath('.//td[1]').text | ||
| GP = tab.find_element_by_xpath('.//td[2]').text | ||
| Min = tab.find_element_by_xpath('.//td[3]').text | ||
| Pts = tab.find_element_by_xpath('.//td[4]').text | ||
| FGM = tab.find_element_by_xpath('.//td[5]').text | ||
| FGA = tab.find_element_by_xpath('.//td[6]').text | ||
| FGper = tab.find_element_by_xpath('.//td[7]').text | ||
| threePM = tab.find_element_by_xpath('.//td[8]').text | ||
| threePA = tab.find_element_by_xpath('.//td[9]').text | ||
| threePper = tab.find_element_by_xpath('.//td[10]').text | ||
| FTM = tab.find_element_by_xpath('.//td[11]').text | ||
| FTA = tab.find_element_by_xpath('.//td[12]').text | ||
| FTper = tab.find_element_by_xpath('.//td[13]').text | ||
| OReb = tab.find_element_by_xpath('.//td[14]').text | ||
| DReb = tab.find_element_by_xpath('.//td[15]').text | ||
| Reb = tab.find_element_by_xpath('.//td[16]').text | ||
| Ast = tab.find_element_by_xpath('.//td[17]').text | ||
| TOv = tab.find_element_by_xpath('.//td[18]').text | ||
| Stl = tab.find_element_by_xpath('.//td[19]').text | ||
| Blk = tab.find_element_by_xpath('.//td[20]').text | ||
| PF = tab.find_element_by_xpath('.//td[21]').text | ||
| DD2 = tab.find_element_by_xpath('.//td[22]').text | ||
| TD3 = tab.find_element_by_xpath('.//td[23]').text | ||
| plusMinus = tab.find_element_by_xpath('.//td[24]').text | ||
|
|
||
| tab_dict['Breakdown'] = Breakdown | ||
| tab_dict['GP'] = GP | ||
| tab_dict['Min'] = Min | ||
| tab_dict['Pts'] = Pts | ||
| tab_dict['FGM'] = FGM | ||
| tab_dict['FGA'] = FGA | ||
| tab_dict['FGper'] = FGper | ||
| tab_dict['threePM'] = threePM | ||
| tab_dict['threePA'] = threePA | ||
| tab_dict['threePper'] = threePper | ||
| tab_dict['FTM'] = FTM | ||
| tab_dict['FTA'] = FTA | ||
| tab_dict['FTper'] = FTper | ||
| tab_dict['OReb'] = OReb | ||
| tab_dict['DReb'] = DReb | ||
| tab_dict['Reb'] = Reb | ||
| tab_dict['Ast'] = Ast | ||
| tab_dict['TOv'] = TOv | ||
| tab_dict['Stl'] = Stl | ||
| tab_dict['Blk'] = Blk | ||
| tab_dict['PF'] = PF | ||
| tab_dict['DD2'] = DD2 | ||
| tab_dict['TD3'] = TD3 | ||
| tab_dict['plusMinus'] = plusMinus | ||
| writers.writerow(tab_dict.values()) | ||
|
|
||
| def playertable(lin): | ||
| driver.get(lin[0]) | ||
| time.sleep(5) | ||
| csv_files = open(lin[1] + '.csv', 'wb') | ||
| global writers | ||
| writers = csv.writer(csv_files) | ||
| writers.writerow(['BREAKDOWN', 'GP', 'MIN', 'PTS', 'FGM', 'FGA', 'FG%', '3PM', '3PA', '3P%', 'FTM', 'FTA', 'FT%', \ | ||
| 'OREB', 'DREB', 'REB', 'AST', 'TOV', 'STL', 'BLK', 'PF', 'DD2', 'TD3', '+/-']) | ||
| for i in range(7): | ||
| tabl= driver.find_elements_by_xpath('/html/body/main/div[2]/div/div/div[3]/div/div/div/nba-stat-table[' \ | ||
| + str(i + 1) + ']/div[1]/div[1]/table/tbody/tr') | ||
| playerstats(tabl) | ||
| csv_files.close() | ||
|
|
||
| def deftable(lin): | ||
| driver.get(lin[0].replace('traditional', 'defense-dash')) | ||
| time.sleep(5) | ||
| csv_files = open(lin[1] + 'Def.csv', 'wb') | ||
| global writerss | ||
| writerss = csv.writer(csv_files) | ||
| writerss.writerow(['DEFENSE CATEGORY', 'DFGM', 'DFGA', 'DFG%', 'FREQ', 'FG%', 'DIFF%']) | ||
| tabs = driver.find_elements_by_xpath('/html/body/main/div[2]/div/div/div[3]/div/div/div/nba-stat-table[1]/div[1]/div[1]/table/tbody/tr') | ||
| for tab in tabs: | ||
| tab_dict = collections.OrderedDict() | ||
|
|
||
| DefCat = tab.find_element_by_xpath('.//td[1]').text | ||
| DFGM = tab.find_element_by_xpath('.//td[4]').text | ||
| DFGA = tab.find_element_by_xpath('.//td[5]').text | ||
| DFGper = tab.find_element_by_xpath('.//td[6]').text | ||
| Freq = tab.find_element_by_xpath('.//td[7]').text | ||
| FGper = tab.find_element_by_xpath('.//td[8]').text | ||
| DIFFper = tab.find_element_by_xpath('.//td[9]').text | ||
|
|
||
| tab_dict['DefCat'] = DefCat | ||
| tab_dict['DFGM'] = DFGM | ||
| tab_dict['DFGA'] = DFGA | ||
| tab_dict['DFGper'] = DFGper | ||
| tab_dict['Freq'] = Freq | ||
| tab_dict['FGper'] = FGper | ||
| tab_dict['DIFFper'] = DIFFper | ||
| writerss.writerow(tab_dict.values()) | ||
|
|
||
| csv_files.close() | ||
|
|
||
| def gamelogtable(lin): | ||
| driver.get(lin[0].replace('traditional', 'gamelogs')) | ||
| time.sleep(4) | ||
| while True: | ||
| try: | ||
| button = driver.find_element_by_xpath('/html/body/main/div[2]/div/div/div[3]/div/div/div/nba-stat-table/div[2]/div/a') | ||
| button.click() | ||
| except: | ||
| break | ||
| csv_files = open(lin[1] + 'gamelog.csv', 'wb') | ||
| writersss = csv.writer(csv_files) | ||
| writersss.writerow(['MATCHUP', 'W/L', 'MIN', 'PTS', 'FGM', 'FGA', 'FG%', '3PM', '3PA', '3P%', \ | ||
| 'FTM', 'FTA', 'FT%', 'OREB', 'DREB', 'REB', 'AST', 'STL', 'BLK', 'TOV', 'PF', '+/-']) | ||
| tabs = driver.find_elements_by_xpath('/html/body/main/div[2]/div/div/div[3]/div/div/div/nba-stat-table/div[1]/div[1]/table/tbody/tr') | ||
| for tab in tabs: | ||
| tab_dict = collections.OrderedDict() | ||
|
|
||
| Matchup = tab.find_element_by_xpath('.//td[1]').text | ||
| WL = tab.find_element_by_xpath('.//td[2]').text | ||
| Min = tab.find_element_by_xpath('.//td[3]').text | ||
| Pts = tab.find_element_by_xpath('.//td[4]').text | ||
| FGM = tab.find_element_by_xpath('.//td[5]').text | ||
| FGA = tab.find_element_by_xpath('.//td[6]').text | ||
| FGper = tab.find_element_by_xpath('.//td[7]').text | ||
| threePM = tab.find_element_by_xpath('.//td[8]').text | ||
| threePA = tab.find_element_by_xpath('.//td[9]').text | ||
| threePper = tab.find_element_by_xpath('.//td[10]').text | ||
| FTM = tab.find_element_by_xpath('.//td[11]').text | ||
| FTA = tab.find_element_by_xpath('.//td[12]').text | ||
| FTper = tab.find_element_by_xpath('.//td[13]').text | ||
| OReb = tab.find_element_by_xpath('.//td[14]').text | ||
| DReb = tab.find_element_by_xpath('.//td[15]').text | ||
| Reb = tab.find_element_by_xpath('.//td[16]').text | ||
| Ast = tab.find_element_by_xpath('.//td[17]').text | ||
| Stl = tab.find_element_by_xpath('.//td[18]').text | ||
| Blk = tab.find_element_by_xpath('.//td[19]').text | ||
| TOv = tab.find_element_by_xpath('.//td[20]').text | ||
| PF = tab.find_element_by_xpath('.//td[21]').text | ||
| plusMinus = tab.find_element_by_xpath('.//td[22]').text | ||
|
|
||
| tab_dict['Matchup'] = Matchup | ||
| tab_dict['WL'] = WL | ||
| tab_dict['Min'] = Min | ||
| tab_dict['Pts'] = Pts | ||
| tab_dict['FGM'] = FGM | ||
| tab_dict['FGA'] = FGA | ||
| tab_dict['FGper'] = FGper | ||
| tab_dict['threePM'] = threePM | ||
| tab_dict['threePA'] = threePA | ||
| tab_dict['threePper'] = threePper | ||
| tab_dict['FTM'] = FTM | ||
| tab_dict['FTA'] = FTA | ||
| tab_dict['FTper'] = FTper | ||
| tab_dict['OReb'] = OReb | ||
| tab_dict['DReb'] = DReb | ||
| tab_dict['Reb'] = Reb | ||
| tab_dict['Ast'] = Ast | ||
| tab_dict['Stl'] = Stl | ||
| tab_dict['Blk'] = Blk | ||
| tab_dict['TOv'] = TOv | ||
| tab_dict['PF'] = PF | ||
| tab_dict['plusMinus'] = plusMinus | ||
| writersss.writerow(tab_dict.values()) | ||
| csv_files.close() | ||
|
|
||
| for i in links: | ||
| deftable(i) | ||
| for i in links: | ||
| playertable(i) | ||
| for i in links: | ||
| gamelogtable(i) | ||
|
|
||
| driver.close() |