I will clean and validate your excel or CSV data

Taiwan

I speak English, Japanese

Survey and Tunnel Calculations, CAD and Data Automation

I provide data verification and complete reports for surveying, tunnel and geotechnical engineering work. I use STAR*NET for survey network adjustment calculations and reporting. Services also include...

About this Gig

I will clean and validate one Excel or CSV table with up to 100 rows and 15 columns.

Includes up to five agreed checks, consistent formatting, duplicate handling, missing-value checks, a cleaned editable file and an exception report. Ambiguous values are flagged rather than guessed. Please keep a copy of your original data.

Delivery: three days after complete requirements are submitted. One revision covers the agreed scope. Larger datasets, extra rules and reusable Python tools can be quoted separately.

Please message me with an anonymized sample, your validation rules and the output format before ordering. Scanned-document transcription, external research and live database integration are excluded. AI-assisted scripts may support processing and documentation; results are checked against agreed examples.