I will do professional data cleaning and preprocessing in python
About this Gig
Did you know that 80% of a data project is just cleaning the data? Let me handle the messy work for you!
I have extensive experience in data-driven modelling and Artificial Intelligence. I understand that an analysis or machine learning model is only as good as the data you provide. I specialise in transforming messy, unorganised spreadsheets into clean, structured datasets ready for immediate use.
What I will do for your dataset:
- Deep Cleaning: Removing duplicates, handling missing/null values, and fixing incorrect data types.
- Outlier Treatment: Identifying and resolving anomalies that skew your results.
- EDA: Uncovering hidden trends and correlations using Pandas, Matplotlib, and Seaborn.
- Data Transformation: Label encoding, One-Hot encoding, Normalization, and Standardization, using Scikit-Learn.
Why choose me? With my background in engineering and predictive maintenance, I bring strict attention to detail and mathematical accuracy to every dataset. I write clean, well-commented Python code so you can easily understand exactly what changes were made.
Please send me a message with your dataset before placing an order so we can discuss your specific needs!
Technology:
Excel
•
MATLAB
•
Python
•
RStudio
My Portfolio
FAQ
What tools do you use for data cleaning?
I primarily use Python along with the Pandas, NumPy, Matplotlib, Seaborn, and Scikit-Learn libraries.
Will you keep my data confidential?
100%. I treat all data with strict confidentiality and will delete your dataset from my local machine immediately after the order is completed and approved.
What format will you return the data in?
I will provide the cleaned dataset as a CSV or Excel file. For the Standard and Premium packages, I also include the fully commented Python script or Jupyter Notebook (.ipynb) containing all the code.

