Disregard "XXX Items Cleaned" in package overview, packages are charged by dataset size specified in the package description.
Clean Dataset:
- Identify and correct errors, inconsistencies, or formatting issues within dataset to ensure its accurate and ready for analysis.
Preprocess Dataset:
- Merge similar categories
- Change column data types
- Remove unneeded columns
- Feature engineering based on analysis goal
- Normalize Dataset
- Standardize Dataset
- Mask/One-Hot Encode
- Outlier Detection
- Provide factor analysis (if needed)