I will clean, format, and preprocess your data in python

I will clean and preprocess your dataset using Python (Pandas, NumPy) or Excel when needed. My goal is to turn messy, inconsistent, or unstructured data into a clean, usable format ready for analysis or modeling.

What I can do:

• Remove duplicates, fix formatting, handle missing values
• Detect and correct inconsistencies
• Basic outlier and anomaly detection
• Encode categories, split columns, merge datasets
• Simple visualizations to confirm data quality

What you get in this basic package:

• A clean and organized dataset
• Standard preprocessing steps
• A brief summary of issues found and actions taken
• Optional simple charts to visualize improvements

This service is ideal for students, small business datasets, surveys, and anyone preparing their data for analysis or machine learning.