As a data analysis expert, I have extensive experience using pandas for data manipulation and analysis. I can assist in extracting the required information, performing calculations, and generating the desired columns. Here's my proposal:
Utilizing pandas, I will load the attached CSV file into a DataFrame.
I will sort the data by date in descending order using pandas' data manipulation techniques.
For each row, I will calculate the Home Team's last 5 match results (H/D/A) and the Away Team's last 5 match results (H/D/A) based on the previous 5 rows' results.
By assigning points (H=3, D=1, A=0) to each match result, I will determine the Home Team's last 5 match points and the Away Team's last 5 match points.
New columns will be created in the DataFrame to store the Home Team's last 5 match results, Away Team's last 5 match results, Home Team's last 5 match points, and Away Team's last 5 match points.
The modified DataFrame, including the added columns, will be delivered as the final output.
With my expertise in pandas and data analysis, I will ensure accurate calculations and seamless integration of the required information into the DataFrame.
Thank you for considering my proposal. My proficiency in pandas and data manipulation skills will contribute to the success of the project. I am excited to discuss the details further.