I will clean, analyse and visualize your data
From messy data to clean insights and ML models
À propos de ce service
Got messy, raw data that needs to be cleaned, understood, and turned into clear insights? I can help.
What you get:
Clean, structured dataset (removed duplicates, fixed errors, handled missing values)
Exploratory Data Analysis (EDA) with clear, easy-to-read visualizations
Summary report highlighting key insights and patterns
Delivered as a Jupyter Notebook + PDF report
Why work with me:
I'm an AI & Data Science engineer with hands-on experience analyzing real datasets including a real-time data pipeline for a Malaysian government project. I use Python, Pandas, NumPy, Matplotlib, and Seaborn to turn raw numbers into clear, actionable insights.
Perfect for: Students, researchers, small businesses, or anyone needing fast, reliable data analysis without the jargon.
Message me before ordering if you have a custom dataset or specific requirements happy to discuss first!
FAQ
What file formats can you work with?
I can work with CSV, Excel (.xlsx), JSON, and most common data formats. If you have something different, just message me first.
How large a dataset can you handle?
I can handle datasets from a few hundred rows up to several hundred thousand rows, depending on the package. For very large datasets (1M+ rows), please message me before ordering.
Do I need to know coding to understand the deliverable?
Not at all. Along with the Jupyter Notebook (for technical buyers), I include a clear PDF report with visualizations and plain-language insights anyone can understand.
: Can you work with sensitive or private data?
Yes, I treat all client data as confidential and don't share or reuse it. If needed, I'm happy to sign an NDA for an additional small fee.
What if I'm not satisfied with the analysis?
I offer revisions based on your package tier. Let's discuss your requirements clearly before starting so the final result matches your expectations.
Do you provide just the cleaned data, or insights too?
Both — you'll get the cleaned dataset and a breakdown of key patterns, trends, and insights, not just raw cleaned numbers.

