CSVclean is a command-line tool used for cleaning and standardizing CSV (Comma Separated Values) files. It helps to remove any inconsistencies, errors, or issues in the CSV data.
Some key features and functions of csvclean include:
Data cleaning: CSVclean can clean and fix various problems in CSV files, such as removing duplicate rows, fixing inconsistent data formats, and correcting formatting issues.
Consistency checks: It performs checks on the CSV file to ensure the data is consistent, such as checking for missing or extra columns, ensuring correct data types, and validating data against specified constraints.
Data transformation: CSVclean allows for transformations and modifications of CSV data. It can modify values based on specific conditions, replace or remove certain data, and create derived columns.
Column filtering and reordering: With csvclean, you can filter specific columns or rows based on certain criteria. It can also reorder the columns in the CSV file according to custom configurations.
Error reporting: It provides detailed error reporting, including information about the encountered issues, their location in the file, and possible solutions.
CSVclean is a flexible and powerful tool that helps streamline the data cleaning process for CSV files, making it easier to work with clean, consistent, and high-quality data.