I will clean, prepare, and fix your messy data for analysis
Data Analyst and Python Developer
About this Gig
This service focuses entirely on data cleaning and preparation fixing common issues such as missing values, duplicates, inconsistent formats, incorrect data types, and poorly structured files. Whether your data comes from Excel, CSV exports, databases, or multiple sources, I'll make it reliable and easy to work with.
I work with business, research, and operational datasets and apply logical validation checks to ensure the cleaned data actually makes sense, not just looks tidy.
Packages:
BASIC - Simple Data Cleaning Includes
1 dataset
Remove duplicates & obvious errors
Fix data types (dates, numbers, text)
Handle basic missing values
Clean, ready-to-use Excel or CSV output
STANDARD Full Data Preparation Includes
Up to 2 datasets
Advanced cleaning & validation
Missing value handling (logic-based)
Data restructuring & standardisation
Merge/join files (if needed)
Clean dataset + summary of changes
PREMIUM Complex/Large Data Cleanup Includes
Multiple datasets
Complex joins & transformation rules
Validation & consistency checks
Outlier detection & correction
Documentation of cleaning steps
Fully analysis-ready dataset
Please message me before ordering for large or complex data
My Portfolio
FAQ
What type of data can you clean?
I work with Excel, CSV, Google Sheets, and database exports. This includes business, research, sales, customer, operational, and survey datasets. If you’re unsure whether your data is suitable, feel free to message me first.
What kind of cleaning do you perform?
I remove duplicates, fix incorrect data types (dates, numbers, text), handle missing values, standardise formats, restructure messy tables, and apply validation checks to ensure the data is accurate and consistent.
Will my data be ready for analysis after this?
Yes. The goal is to deliver clean, structured, analysis-ready data that can be used immediately for reporting, dashboards, forecasting, or further analysis.
Can you clean large or multiple datasets?
Yes. The Standard and Premium packages are designed for larger or more complex datasets, including multiple files and joins. Please message me before ordering so I can confirm scope and delivery time.
Will you document what changes were made?
Yes. I can provide a summary of the cleaning steps performed, and detailed documentation can be included for complex projects or as an extra service.
