You can find the full data sets that I scraped, my analysis and others on Kaggle Profile
- Scraping award data at seasons 1979-80 to 2019-20.
- Analysis award behavior
| Parameter | Description |
|---|---|
| Age | |
| Conference | |
| Date | |
| Draft Year | |
| Height | Feet / CM |
| Player | |
| Position | |
| Season | |
| Season Short | |
| Weight | Pounds / KG |
| Real Value | If two awards given [east & west] on the same week the player gets 0.5 point else gets 1 point |
Scraping info about head coaches, starting from 1947
| Parameter | Description |
|---|---|
| Birth date | dd-mmm-yyyy |
| End season | for example 2017-2018 |
| Name | |
| Nationality | |
| Start season | for example 2017-2018 |
| Teams | |
| Start season short | for example 2017 |
| End season short | for example 2017 |
| Num of teams |
Scraping info about NBA coach of the year, starting from 1963
| Parameter | Description |
|---|---|
| Year | starting year of Season |
| Coach | Head Coach Name |
| Team | |
| W-L | W-L in Season |
| Playoffs W-L | Playoffs W-L in Season |
| Career W-L | Career W-L in Season |
| Exp (Years) | Experience Years till season |
| W | wins in Season |
| L | losses in Season |
| Playoffs W | Playoffs wins in Season |
| Playoffs L | Playoffs losses in Season |
| Career W | Careers wins till Season |
| Career L | Careers losses till Season |
| Born | Birthdate MMM DD, YYYY |
| Birthplace | |
| College | |
| Overall Record | Career Overall Record |
- Scraping player statistics & details per season of 49 League and ~11K players (2010 - 2020)
output files
- players_stats_by_season.csv - player statistics per season
- players_stats_by_season_full_details.csv - players statistics per season + details
| Parameter | Description | players_stats_by_season | players_stats_by_season_full_details |
|---|---|---|---|
| Season | yyyy - yyyy | v | v |
| Stage | International, NBA: Playoffs, Regular_Season | v | v |
| Player | Player Full Name | v | v |
| Team | Team Name | v | v |
| GP | # Games Played | v | v |
| MIN | # Minutes Played | v | v |
| FGM | # Field Goals Made | v | v |
| FGA | # Field Goals Attempts | v | v |
| 3PM | # Three Points Made | v | v |
| 3PA | # Three Points Attempts | v | v |
| FTM | # Free Throws Made | v | v |
| FTA | # Free Throws Attempts | v | v |
| TOV | # Turnovers | v | v |
| PF | # Personal Fouls | v | v |
| ORB | # Offensive Rebounds | v | v |
| DRB | # Defensive Rebounds | v | v |
| REB | # Rebounds | v | v |
| AST | # Assists | v | v |
| STL | # Steals | v | v |
| BLK | # Blocks | v | v |
| PTS | # Points | v | v |
| birth_year | Birth Year | v | |
| birth_month | Birth Month | v | |
| birth_date | Birth Date | v | |
| height | Height [Feet] | v | |
| height_cm | Height [CM] | v | |
| weight | Weight [Pounds] | v | |
| weight_kg | Weight [KG] | v | |
| nationality | Nationality | v | |
| high_school | High School | v | |
| draft_round | Draft Round | v | |
| draft_pick | Draft Pick | v | |
| draft_team | Draft Team | v |
Player of the week - scraped from basketball real GM
Historical NBA Head Coaches- scraped from basketball real GM
NBA Coach of the Year Recipients - scraped from espn
Basketball Players Statistics per Season - scraped from basketball real GM