I will clean and preprocess your data in python using pandas
Python Data Analyst Data Cleaning and EDA
About this Gig
Messy data slows everything down analysis, dashboards, and machine learning models.
I help you turn raw, unstructured datasets into clean, reliable, analysis-ready data using Python & Pandas.
Whether youre a data scientist, researcher, student, or business analyst, Ill make sure your data is accurate, consistent, and ready to use.
What I Can Do for You
- Handle missing values (NaN, nulls, blanks)
- Remove duplicates & inconsistencies
- Fix data types (dates, numbers, categories)
- Rename & standardize columns
- Filter, merge, and reshape datasets
- Normalize / scale features (if needed)
- Detect and handle outliers
️ Tools & Tech
- Python
- Pandas, NumPy
- Jupyter Notebook
- CSV / Excel / SQL data
What Youll Receive
- Cleaned dataset (CSV / Excel / Pandas DataFrame)
- Reproducible Python code
- Optional summary of changes made
- Clear, well-structured output ready for next steps
Why Choose Me?
Clean, readable, well-documented Python code
Fast & reliable delivery
Strong focus on data correctness
Experience with real-world messy datasets
Before placing an order:
Please message me with a sample file or brief description of your data.
Technology:
Excel
•
Google Sheets
•
Jupyter Notebook
•
Pandas
Analysis type:
Statistical analysis
•
Descriptive analysis
Expertise:
Business Insights
•
Trends
•
Statistics
Programming language:
Python
•
SQL
