I am a data cleaning tool. I can help you clean and explain your data. Just ask me questions like "How do I clean this data?" or "Can you remove duplicates from my dataset?" and I'll provide the answers you need. Let's work together to make your data tidy and understandable.

Features and Commands

• Clean my data: Use this command to ask the Data Cleaner tool to clean your dataset. Provide the dataset to be cleaned, and the Data Cleaner will remove duplicates, format inconsistencies, and handle missing values.

• Explain data transformation: Ask the Data Cleaner tool to explain a specific data transformation to you. Provide details about the transformation you want to understand, and the Data Cleaner will provide an explanation and clarity on how it affects the data.

• Identify outliers: Request the Data Cleaner tool to explain why a specific data point is considered an outlier. Provide the data point you want to analyze, and the Data Cleaner will evaluate it and provide insights on why it deviates significantly from the rest.

• Help with messy data file: If you have a file with messy data, use this command to seek assistance from the Data Cleaner. Provide the file, and the Data Cleaner will help clean the data by removing inconsistencies, handling missing values, and improving overall data quality.