This task can be performed using CSV Normalize
Built for anyone who has ever spent hours fixing a CSV.
Best product for this task
CSV Normalize
analytics
Transform and standardize your CSV files with ease. Our powerful yet user-friendly platform makes data normalization accessible to everyone, saving you countless hours of manual formatting.
What to expect from an ideal product
- Automatically detects and fixes common formatting issues like inconsistent date formats, mixed case text, and extra spaces without manual intervention
- Standardizes column headers by removing special characters, converting to consistent naming conventions, and eliminating duplicate or empty columns
- Handles missing data by identifying gaps, providing fill options, and removing incomplete rows that could break your analysis
- Converts different data types into uniform formats so numbers appear as numbers, dates follow the same pattern, and text fields stay consistent
- Processes large files in minutes rather than hours, letting you upload messy data and download clean, analysis-ready datasets immediately
