I will do python data analysis, cleaning and visualization
About this Gig
Turn messy, raw data into clean datasets and clear visual insights using Python.
I handle the full analysis workflow cleaning inconsistent data, exploring patterns, and building visualizations that actually answer your business questions, not just charts.
WHAT I DELIVER
Data cleaning & preprocessing Pandas, NumPy
Exploratory Data Analysis (EDA) trends, distributions, correlations
Data visualization Matplotlib, Seaborn
Referential integrity checks across relational datasets
Clear written summary of key insights and findings
Fully commented, reusable Jupyter Notebook
FEATURED PROJECT: Olist E-Commerce Analysis
Cleaned and analyzed a real-world Brazilian e-commerce dataset resolving relationship issues across 6 relational tables, removing thousands of orphaned/broken records, and delivering insights on revenue trends, geographic sales concentration, delivery performance, and customer satisfaction patterns.
ALSO INCLUDED IN MY PORTFOLIO
Titanic Survival Analysis a full EDA project uncovering how gender, class, and family size.
Whether you need your dataset cleaned, a full exploratory analysis, or clear visualizations to support a decision send me your data and I'll help you
My Portfolio
Other Data Analytics Services I Offer
FAQ
What file formats can you work with?
CSV, Excel, JSON, and most standard tabular data formats. If your data is in a database, let me know and I can advise on the best way to export it.
Will I get the actual code, or just the results?
You'll receive the full, commented Jupyter Notebook along with the visualizations and summary — so you can rerun or modify the analysis yourself later.
My data is messy/has missing values — can you still work with it?
Yes, that's a core part of the service. Data cleaning (handling missing values, duplicates, inconsistent formatting) is included in every package.
Can you tell me what insights to look for, or do I need to know already?
You don't need to know in advance. Tell me the general business question you're trying to answer, and I'll explore the data to surface the most relevant patterns and insights.
Do you use AI/ChatGPT to write the analysis?
No. All analysis, code, and insights are done manually using Python (Pandas, Matplotlib, Seaborn) based on your actual data — not generated or guessed.

