A Python library for splitting DataFrame columns and forward filling data.
Project description
ColumnSplitFill
ColumnSplitFill is a Python library designed for splitting DataFrame columns based on a delimiter and forward filling the data.
Features
- Split columns based on a specified delimiter.
- Automatically forward fill other columns in the DataFrame.
Installation
To install ColumnSplitFill, run the following command:
pip install ColumnSplitFill
Usage Example
Here's how you can use the ColumnSplitFill library to manage and process your data:
import pandas as pd
from ColumnSplitFill import process_data
# Example DataFrame
data = {
'ID': [1, 2, 3],
'Column1': ['A,B,C', 'D,E', 'F'],
'Column2': ['Value1', 'Value4', 'Value7'],
'Column3': ['Value2', 'Value5', 'Value8'],
'Column4': ['Value3', 'Value6', 'Value9']
}
df = pd.DataFrame(data)
# Process the data
# Assuming 'process_data' is a function you've defined to split and fill the columns
processed_data = process_data(df, 'Column1', ',')
# Display the processed data
print(processed_data)
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