I will clean, validate, and organize your data using python
About this Gig
Stop struggling with messy, unusable data.
Manual cleaning is slow and error-prone. I don't just "fix" spreadsheetsI build automated Python pipelines to clean, validate, and organize your data with engineering precision.
My Data Services:
- Advanced Cleaning: Deduplication, formatting fixes, and standardization (dates, names, addresses) using Pandas.
- Format Conversion: JSON, XML, PDF, or scraped web data converted into clean Excel/CSV/SQL formats.
- Automated Validation: I write scripts to detect logic errors and outliers that manual checks miss.
- Visualization: I can transform your clean data into a Looker Studio Dashboard (Available in Standard & Premium packages).
Tools I Use: Python (Pandas/NumPy), SQL, Google Looker Studio, Excel, APIs.
Why work with me?
- Speed: I use code, not manual typing, allowing for fast processing of massive row counts (10k+).
- Accuracy: Automated scripts eliminate human error.
- Expertise: I can handle complex formats (JSON/SQL) that others cannot.
Perfect for: E-commerce product lists, CRM migrations, Research datasets, and Financial logs.
Technology:
Excel
•
Google Sheets
•
Python
FAQ
What file formats can you process?
I can handle almost any structured data format including Excel (XLSX), CSV, Google Sheets, JSON, XML, and SQL dumps. If you have unstructured data (like raw text or PDFs), please message me first so I can assess the complexity.
Can you handle large datasets (10,000+ rows)?
Yes! Because I use Python (Pandas) scripts instead of manual editing, I can process 10,000, 50,000, or even 100,000+ rows quickly and accurately without Excel crashing.
Do you offer custom data processing?
Yes! If your needs don’t fit the packages, message me for a custom quote.
What tools do you use?
Excel, Google Sheets, Python (Pandas), SQL, Google Looker Studio if needed.
Will my data be kept confidential
Absolutely. Your data is strictly for the purpose of this project. I delete all client files from my local machine 7 days after the order is completed. I am also happy to sign an NDA if required.
Do you do manual data entry (typing from images)?
No, I specialize in automated data processing and engineering. My services are best for cleaning, merging, and validating existing digital datasets. I do not manually type data from handwritten notes or images.
Can you connect to my software API?
Yes, this is included in my Premium Package. I can write Python scripts to fetch data from APIs (like Shopify, HubSpot, or custom REST APIs) and clean it automatically. Please verify your API documentation with me before ordering.
Do I get a Dashboard with the Basic package?
No, the Basic package is strictly for data cleaning and formatting (delivered as an Excel/CSV file). If you want a visual report or Looker Studio Dashboard, please choose the Standard or Premium package.

