Develop a Python script or module that allows users to merge multiple CSV (Comma Separated Values) files into a single combined CSV file. This tool will provide a convenient way to aggregate data from multiple sources and create a unified dataset.
Features
CSV File Selection: Allow users to specify a list of CSV files to be merged.
Column Mapping and Handling: Provide options to handle cases where the CSV files have varying columns, such as skipping or filling missing values.
Customized Output File Name: Allow users to specify a custom name for the merged CSV file.
Handle Large Datasets: Ensure that the script can efficiently handle merging large CSV files.
Objective
Develop a Python script or module that allows users to merge multiple CSV (Comma Separated Values) files into a single combined CSV file. This tool will provide a convenient way to aggregate data from multiple sources and create a unified dataset.
Features
CSV File Selection: Allow users to specify a list of CSV files to be merged.
Column Mapping and Handling: Provide options to handle cases where the CSV files have varying columns, such as skipping or filling missing values.
Customized Output File Name: Allow users to specify a custom name for the merged CSV file.
Handle Large Datasets: Ensure that the script can efficiently handle merging large CSV files.
Example Usage
Difficulty
: Beginner/ IntermediateTags
: Python, CSV, Data Merging, Data AggregationAdditional Information
Contribution Guidelines
The updated guidelines can be found here.
Note:
folder_name
: merge_csv_filesscript_name
: merge_csv_files