Meticulous Social Media Categorization

I will provide you with a pre-formatted spreadsheet filled with snippets pulled directly from social-media feeds. Your task is straightforward yet detail-heavy: assign a single, accurate Category/Topic label to every post so the file can be fed into a machine-learning pipeline.

The label set is already defined. You will see columns for:

• Product Mentions
• User Sentiments
• High-level topics such as Sustainability, Technology, Politics, plus a catch-all “Other”

Simply place an “X” (or the specified code) in the correct column for each row —guidelines inside the sheet clarify edge-cases.

Key points you should know upfront
• Roughly 20 - 60 hours of focused, repetitive work. Work will be ongoing an hourly -- as long as quality stays high, more may be allocated.
• Native-level U.S. English required so nuance and sarcasm aren’t missed.
• I will spot-check randomly; accuracy must stay consistently high.
• Spreadsheet and full instructions arrive immediately after we start, and you may work in Excel, Google Sheets, or Numbers as long as the final file comes back in the original format.

Deliverable
Return the fully labeled spreadsheet, unchanged in structure, by the agreed deadline. Once verified, the project is complete and ready for model training.