I will clean and preprocess data using python for analytics
Professional Data Analyst and Engineer Dashboards, ETL Expert
About this Gig
Does your data need to be cleaned up before analysis or machine learning because it is disorganized or unstructured?
I'm a data analyst & data engineer with hands-on expertise in Python, Pandas, and NumPy. I'll effectively clean, transform, and get your data ready for analysis, modeling, or reporting.
What I Offer:
- Remove null, duplicate, and invalid entries
- Fix inconsistent data types and column formatting
- Rename and reorganize the columns.
- Deal with missing values by interpolating, filling, or dropping them.
- Encrypt variables that are categorical.
- Scale and normalize numerical data
- Join, split, or merge datasets
- Deliver a clean DataFrame or CSV/Excel
Tools I Use:
- Python (Pandas, NumPy)
- Jupyter Notebooks / VS Code
Deliverables:
- Cleaned dataset (.csv, .xlsx, or DataFrame)
- Python script or notebook (.py or .ipynb)
- Optional documentation (on request)
100% Quality
Fast Delivery
Full Support
Platform:
Excel
•
Google Sheets
•
Jupyter Notebook
Development technology:
Python
Expertise:
Cleaning
My Portfolio
FAQ
What kind of data can you clean?
I can work with CSV, Excel, JSON, or any structured dataset, whether it's survey data, e-commerce data, financial records, or scraped data. I can clean and format it using Python (Pandas, NumPy).
Do you also handle missing values and duplicates?
Absolutely. I handle missing data by filling in, dropping, or interpolating as needed. I also remove duplicates and ensure the dataset is clean and consistent.
