I will generate automated pdf reports from excel data using python
About this Gig
Turn your raw Excel data into a polished, client-ready PDF report automatically, with Python.
I build custom Python scripts that transform messy spreadsheet data into professional PDF reports complete with charts, summary tables, and clean formatting. No more manual copy-pasting into Word or PowerPoint every time your data updates.
What I can do for you:
- Read data directly from Excel/CSV
- Generate charts (trend lines, comparisons, breakdowns) automatically
- Build multi-page PDF reports with custom branding/colors
- Validate your data first (catching duplicate rows, calculation errors, etc.)
- Deliver a reusable script just re-run it anytime your data changes
Why work with me:
I have an Actuarial Science background, so I don't just format data I understand it. I check for inconsistencies before building your report, which means fewer surprises and more accurate output.
Recent work includes: national education statistics reports, index-based data (Gini coefficient), and demographic breakdowns all automated end-to-end.
Send me your data, and I'll turn it into a report you can hand straight to your team or client.
Technology:
Excel
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Python
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VBA
Expertise:
Data flow
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Data validation
•
Transformation
My Portfolio
FAQ
What file formats can you work with?
I primarily work with Excel (.xlsx, .csv) files. If your data is in another format (Google Sheets, JSON, database export), just let me know — I can usually accommodate it.
Do I need to know Python to use the script you deliver?
No. I'll provide clear instructions so you (or anyone on your team) can run the script with just one command, even without coding experience.
Can the report design match my brand colors or logo?
Yes, this is included in the Standard and Premium packages. Just share your brand colors or logo and I'll match the report style accordingly.
What if my data updates regularly — do I need to order again each time?
No! That's the main benefit of automation. You can simply re-run the same script anytime with new data, and it will regenerate the report automatically.
Can you connect to live data sources like APIs or databases instead of static files?
Yes, this is available in the Premium package or as an add-on (API integration).
How long does delivery take?
3-6 days depending on the package and complexity of your data. Rush delivery is available as an add-on if you need it faster.

