I will do professional data cleaning and eda with full insights report using python
Python ML Developer, Data Science and AI Apps
About this Gig
Is your data full of errors, duplicates, and missing values?
I help businesses, researchers, and students transform messy datasets into clean, analysis-ready files with clear insights and professional reports.
With 10+ years of technology experience and Python expertise, I deliver thorough data cleaning and EDA that gives you full confidence in your data.
What you will get: Remove duplicates and inconsistencies. Handle missing values professionally. Fix incorrect data types and formatting. Outlier detection and treatment, Statistical summary and visualisations. Clear insights report in plain English, Clean dataset file ready for use, Python source code included
Tools: Python, Pandas, NumPy, Matplotlib, Seaborn, Excel
Perfect for: Businesses with messy Excel or CSV files, Researchers with raw survey data, Companies preparing data for ML models
Message me before ordering, share your file, and I will tell you exactly what needs fixing!
FAQ
What file formats do you accept?
I work with Excel, CSV, Google Sheets, JSON, and most common data formats. Just share your file and I will handle everything from there. If you are unsure about your format, message me first.
How do you handle missing values in my data?
Depending on your data type and context, I use the most appropriate method — filling with mean, median, or mode for numerical data, forward/backward filling for time series, or removing rows where necessary. I always explain what was done and why.
Will my original data be safe?
Absolutely. I always work on a copy of your data and deliver both the original and cleaned versions so you can compare and verify every change made.
How large a dataset can you handle?
I can handle datasets of any size — from small Excel files to hundreds of thousands of rows. Message me first if you have a very large dataset so we can select the right package.
Do I need to know Python to use your service?
Not at all. You simply share your data file, tell me what you need, and I deliver clean data plus a report in plain English. The Python source code is included as a bonus so you or your team can reuse it later.
