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I will turn your raw data into clear visual insights in python
Python Developer Automation and Data Cleaning Specialist
Hi, I'm Umar - a Software Engineering student with hands-on experience in Python, automation, and data handling. I help individuals and small businesses save time by automating repetitive tasks, clean...
About this Gig
Staring at a spreadsheet full of numbers but not sure what story it's actually telling?
I turn raw data into clear charts, trends, and insights you can act on, delivered in a clean, easy-to-follow report.
WHAT I DELIVER
- Custom visualizations: bar charts, scatter plots, heatmaps, box plots
- Correlation matrix and key trend analysis
- Summary statistics that highlight what actually matters
- Clean, well-documented Jupyter Notebook (.ipynb) plus exported high-res images
WHY CHOOSE ME
- Clear, well-commented code you can reuse or hand to your team
- High-resolution, presentation-ready plots
- Fast delivery and clear communication throughout
TOOLS
Python, Pandas, NumPy, Seaborn, Matplotlib
Have messy data that needs cleaning first? Check out my data cleaning gig, or just message me and I'll scope both in one order.
Message me a sample of your dataset and what questions you want answered before ordering, so I can confirm the right package.
Programming language:
Python
Technology:
Excel
•
Google Sheets
•
Jupyter Notebook
Expertise:
Business Insights
•
Trends
•
Statistics
•
Hypothesis testing
Tools:
Google Colab
•
Microsoft Excel
FAQ
What file formats do I need to provide?
You can provide data in CSV, Excel (.xlsx), JSON, or SQL format. If you have data in another format, just send me a message first.
What will I receive as the final delivery?
You will receive a fully documented Jupyter Notebook (.ipynb) with clean code, high-resolution exported charts (PNG/PDF), and a summary of key insights.
Can you handle messy or incomplete data?
Yes! Data cleaning and preprocessing (handling missing values, duplicates, and incorrect data types) are fully included in all packages.
Should I contact you before placing an order?
Yes, please message me first so I can review your dataset and ensure we select the best package for your specific project.
