Data Cleaning and Validation

We can help you clean and prepare your data for analysis using well-documented and reproducible techniques. Our team can identify and correct errors in your data, remove duplicate records, and standardize data formats to ensure your analysis is accurate and reliable

Area of Specialization

We specialize in the following areas

Click any of the options under each area for more information!

Data Cleaning

Data Validation and QA

Data QA and QC

Our Pricing

For Data Cleaning and Validation services

Note that the pricing listed here does not apply to questionnaires or survey data. Please contact us for more enquiry!

**Note: 10 - 30% discount available for students in Africa and South America**
	Basic	Standard	Professional
Starting Price (USD)	$49	$99	$199
Description	Suitable for undergraduates and post graduates	Suitable for post graduates, doctorated and post doctorates	Suitable for businesses and organizations
Tool	Spreadsheet	Python \| R	Python \| R \| SQL
Max no. of columns	20	50	1000
Max no. of rows	5000	50000	100000
File
Database	-
Max file size	10 MB	100 MB	5 GB
Duration (days)	3	5	14
File storage (weeks)	4	8	16
No. of reviews	1	1	2
Source code	-
Deliverables	Cleaned data	Documentation, Cleaned data	Documentation, Cleaned data

Start Your Data Cleaning and Validation
Project With Us

No matter the stage of your research or business problem or the complexity of your data, we are committed to supporting you. Our services are designed to help you unlock the full potential of your data.