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I will do python eda and data visualization with pandas, matplotlib and seaborn
Ziad Bin Sorwar
About this gig
This gig is focused on insights + visual storytelling (not ML modeling). You will get reproducible code + charts that explain what's happening in your data.
What I will do
- Understand your goal (trend, comparison, segmentation, anomaly/outliers, etc.)
- Clean and validate data (missing values, duplicates, data types)
- Perform EDA (summary stats, distributions, relationships, correlations)
- Create clear visuals (plots that are readable and consistent)
- Write key findings in simple bullet points (what it means + what to check next)
Deliverables
- Jupyter Notebook (.ipynb) or Python script (.py)
- Exported charts (PNG/PDF)
- Short insights summary (bullet points)
- Optional: PDF report (Premium / extra)
Tools
Python, Pandas, NumPy, Matplotlib, Seaborn
What I need from you (before starting)
- Dataset (CSV/Excel) or a sample
- Brief description of columns (or a data dictionary)
- Your objective/questions (what decisions you want to support)
- Any preferred style (business / academic) and chart types (optional)
Confidentiality: Your dataset and code are kept private and used only for this project.
Note: If the dataset is very large or messy, Ill suggest the best approach (sampling/cleanup) and keep everything
Get to know Ziad Bin Sorwar
Ziad Bin Sorwar
Machine Learning and Algorithm Design Specialist
- FromBangladesh
- Member sinceFeb 2026
Languages
Bengali, English, Hindi, Urdu, Chinese
I am a Python and machine learning specialist focused on practical, business-oriented solutions. I help startups, small businesses, and teams turn raw data into useful models, insights, and decision-support tools. My work includes data preprocessing, feature engineering, predictive modeling, classification, evaluation, and clear reporting. I use Python, pandas, numpy, and scikit-learn to deliver clean, reliable, and professional solutions with clear communication and results that are easy to understand and apply.
FAQ
What file formats do you accept?
CSV and Excel are best. If you have JSON/SQL export, send it and I’ll confirm.
Will you scrape data from websites?
Not in the base packages. If you need scraping, message me first for a custom offer.
Can you handle messy data (missing values, duplicates, wrong types)?
Yes—basic cleaning is included. If heavy cleaning is required, I’ll tell you early.
Do you provide insights or just charts?
Both. You’ll get charts plus a short explanation of the key patterns and takeaways.
Can you match a specific style (academic / business / thesis)?
Yes. Share an example or tell me the style you want.
Will you build a dashboard?
This gig is for EDA + static visuals by default. If you want an interactive dashboard (Plotly/Streamlit), message me—can be added as an extra.
Is my data confidential?
Yes. I don’t share datasets or results. (You can also send a sample if preferred.)
What if my dataset is huge?
I can work with large files, but we may use sampling/aggregation for speed. I’ll confirm scope first.
Can you include a report I can present?
Yes (Premium or extra). You’ll get a PDF/Markdown summary with charts + findings.
What do you need to start?
Dataset + your goal/questions + target audience (who will read the results).
