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English
$
USD
I will automate data integration and merge excels using python
About this Gig
If you are dealing with multiple spreadsheets, inconsistent formats, or manual data entry, this Gig is for you. I will provide a professional Python-based ETL (Extract, Transform, Load) solution to consolidate your information into one single, structured file.
What I will do for you:
- Merge Multiple Sources: Combine Excel, CSV, or JSON files regardless of their volume.
- Data Standardization: Align columns, fix date formats, and unify naming conventions.
- Advanced Cleaning: Remove duplicates, handle missing values, and fix structural errors.
- Custom Python Scripting: I use Python (Pandas) to ensure the process is 100% accurate and faster than any manual method.
How it works:
- Analyze: I review your source files and your desired output.
- Process: I build a custom script to integrate and clean the data.
- Deliver: You receive your unified database plus the source code (in Standard/Premium packages).
Why this service? As an Economist, I don't just move data; I ensure the final output maintains the integrity required for business and financial analysis. You get a professional-grade database ready for Power BI, Tableau, or advanced Excel reporting.
PD: Please message me before ordering.
Technology:
Excel
•
Google Sheets
•
Python
•
VBA
•
Other
FAQ
Is there a limit to the number of files you can integrate?
Unlike manual methods or basic Excel formulas, our Python automation allows us to process hundreds or even thousands of files efficiently. If you have a massive volume of data, please contact us for a custom quote.
Will I receive the Python script used for the integration?
The source code is included in our Standard and Premium packages. This allows you to run the automation again in the future if you receive new data with the same structure.
What file formats do you work with?
We primarily work with Excel (.xlsx, .xls), CSV, and JSON. If your data is in a different format or hosted on a cloud platform like Google Sheets, let us know, and we will find the best way to connect it.
How do you ensure the data is accurate after the merge?
As an economist-led team, we perform rigorous data validation. We check for duplicates, handle missing values, and ensure that the mathematical integrity of your records remains intact during the transformation process.
