You will get your mailing list cleansed, standardized and deduplicated
Project details
Project lead Ian Kendall brings more than 10 years of experience in data cleansing, data quality, and the review of inconsistent records. The service combines that experience with purpose-built tools written in Python and Java to speed up repetitive tasks such as standardization, duplicate detection, formatting, and exception identification.
Automation is used to improve efficiency, but important decisions are not left entirely to software. Ian personally reviews ambiguous records, conflicting information, probable duplicates, and other inconsistencies before determining how they should be handled.
The original data is preserved for traceability, and questionable records are flagged rather than silently deleted or merged. Depending on the selected package, the final delivery may include a cleaned Excel or CSV file, duplicate and exception reports, a change log, and a clear summary of the work completed.
This approach provides the speed of automation together with experienced human judgment, giving clients a cleaner, more reliable dataset and a transparent record of the decisions made.
Automation is used to improve efficiency, but important decisions are not left entirely to software. Ian personally reviews ambiguous records, conflicting information, probable duplicates, and other inconsistencies before determining how they should be handled.
The original data is preserved for traceability, and questionable records are flagged rather than silently deleted or merged. Depending on the selected package, the final delivery may include a cleaned Excel or CSV file, duplicate and exception reports, a change log, and a clear summary of the work completed.
This approach provides the speed of automation together with experienced human judgment, giving clients a cleaner, more reliable dataset and a transparent record of the decisions made.
Data Entry Type
Data Cleansing, Error DetectionData Entry Tool
Google Sheets, Microsoft ExcelWhat's included
| Service Tiers |
Starter
$45
|
Standard
$125
|
Advanced
$250
|
|---|---|---|---|
| Delivery Time | 2 days | 2 days | 3 days |
Number of Revisions | 1 | 2 | 2 |
Number of Hours of Work | 1 | 2 | 4 |
Formatting & Clean Up | |||
Graph & Table Creation | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$20 - $75
Additional Revision
+$20
Additional 1000 records
(+ 1 Day)
+$50
Merge up to 5 extra files
(+ 1 Day)
+$25Frequently asked questions
About Ian
QA Testing | C#, C++, Computer, CAD Software, CAD Conversion, CAD
Austin, United States - 7:58 am local time
dependant applications.
* Over 5 years teaching and 'Train the Trainer' experience in
Computers, Telecoms and Databases
* Experienced with the following computer applications SQL, CAD,
MSOffice, SAP, Sage, HTML, Java, Visual Studio and C++, C#,
Python, SQL Server, Mind Mapping Software.
* Over 5 years Engineering Development experience both in Ireland
and Japan
* Carried out Training and Installation in the UK, Netherlands, Italy,
Germany, Portugal and Trinidad.
Specialties: SQL Server, C#. Teacher of Engineering, Technical
Drawing, Telecommunications and Computer Applications. T-SQL
Steps for completing your project
After purchasing the project, send requirements so Ian can start the project.
Delivery time starts when Ian receives requirements from you.
Ian works on your project following the steps below.
Revisions may occur after the delivery date.
Review the source files.
Review the source files, column structure, record count, and stated requirements.
Preserve the original records
Preserve the original records and assign or retain record identifiers for traceability i.e. Id numbers