Introduction
I will do a data analysis project. Currently, I am playing an NBA Fantasy game, and I want to use Python to do data analysis so that it can help me to make some decisions.
Progress
I tried to process the CSV file with the packagePandas. It is a widely used package in the Data Science community. Therefore, there are a lot of tutorials and discussions I can reference for how to use this package.
import pandas as pd
df = pd.read_csv('nba_stats_2022-2023.csv')
print(df.head(10))
I think my next move will be implement all the functions in this program.
Roadblocks
The file from the website (https://www.nbastuffer.com/)is in xlsx format. Therefore, I have to convert it to CSV manually. I found that when I read the file it did not show as expected. I will try to fix the issue.
0 NaN ... 105.9
1 NaN ... 103.8
2 NaN ... 101.3
3 NaN ... 110.9
4 NaN ... 103.7
5 NaN ... 105.0
Revised Milestones
- Find Dataset
- Plan the interface (i.e. menu)
- Data Preprocessing
- Analysis Methods (Z-score)
- Add help function (New milestore)
- Data Visualization
My Trinket Code