This project contains information on how to conduct statistical analyses using python. Most of the activities are presented in Jupyter notebooks. The lessons used python pandas library for data analysis.
Enjoy the lessons
Content
Stats from all games of season 2016-2017
G = Games Played
MIN = Minutes Played
FGM = Field Goals Made
FGA = Field Goals Attempts
FG% = Field Goals %
3PM = 3Points Made
3PA = 3Points Attempts
3P% = 3Points %
FTM = Free Throws made
FTA = Free Throws Attempts
FT% = Free Throws %
OREB = Offensive Rebounds
DREB = Defensive Rebounds
REB = Total Rebounds
AST = Assists
STL = Steals
BLK = Blocks
TO = Turnovers
PTS = Total points
DD2 = Double doubles
TD3 = Triple doubles
The folder has the following modules
1.Module 01 : Sampling
Module Subtopics
- Sampling Error
- Simple Random sampling
- Statified Sampling
- Cluster Sampling
2.Module 02 : Variables in Statistics
Module Subtopics