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You will get cleaned and prepped text data

Shawna B.Status: Offline
Shawna B.
Preview image

Let a pro handle the details

Buy Data Entry & Cleaning services from Shawna, priced and ready to go.
Shawna B.Status: Offline
Shawna B.
Preview image

Let a pro handle the details

Buy Data Entry & Cleaning services from Shawna, priced and ready to go.

Project details

You’ll get clean, well-formatted, and model-ready text data delivered in a structured, documented format. Whether you’re working on a classification task, language model fine-tuning, or any other NLP project, I’ll make sure your raw data is prepped for real-world use.

I have a Master’s in Human Language Technology and hands-on experience building NLP pipelines for low-resource languages, including ASR and classification tasks. I work with real-world corpora, so I know how messy text gets, and I know how to clean it without destroying important linguistic cues.

This project includes normalization (case, punctuation, whitespace), filtering unwanted characters, removing empty lines, basic deduplication, and formatting your data into a standard TSV, CSV, or JSONL file for easy downstream use.
Data Tool
Python

What's included $150

These options are included with the project scope.

$150
  • Delivery Time 3 days
  • Number of Revisions 1
Optional add-ons You can add these on the next page.
50,000+ tokens (+ 1 Day)
+$50
Extra file formats (+ 1 Day)
+$30
Code delivery (+ 1 Day)
+$40
Shawna B.Status: Offline

About Shawna

Shawna B.Status: Offline
Technical Writer for Freelance / Contract / Short-term Projects
Gothenburg, Sweden - 7:29 am local time
Native English speaking technical writer and language technologist from Los Angeles, now calling Sweden home. Available for short-term, long-term, freelance.

Steps for completing your project

After purchasing the project, send requirements so Shawna can start the project.

Delivery time starts when Shawna receives requirements from you.

Shawna works on your project following the steps below.

Revisions may occur after the delivery date.

Review Your Data and Requirements

I check your dataset and confirm cleaning needs (e.g., casing, punctuation, encoding, etc.).

Clean and Normalize

I process your text for unwanted characters, line breaks, casing, and formatting issues.

Review the work, release payment, and leave feedback to Shawna.