Data Strategy Guide

How to Export & Analyze
Upwork Job Data

Stop guessing what clients want. Use hard data to find the best niches, optimal rates, and most profitable client locations.

Why Bother with Spreadsheets?

Upwork moves fast. By freezing the data in a spreadsheet, you can uncover patterns that are invisible in the live feed.

Budget Trends

Calculate the average hourly rate for your niche. Are rates going up or down this month?

Client Geography

Pivot by 'Country'. You might find that 40% of your high-ticket leads come from Australia, not the US.

Keyword frequency

Analyze descriptions to find rising skills. If 'Next.js' appears in 60% of jobs, add it to your profile.

Best Posting Times

Heatmap the 'Published At' timestamps. Find the exact hour when the most jobs are posted.

The Export Process

FreelanceFilter makes this easy. Navigate to the Historical Data tab in your dashboard.

  1. Run your desired search (e.g., "React Native" or "Copywriting").
  2. Apply any necessary filters (e.g., "Payment Verified only").
  3. Click the Export CSV button at the top right.

This gives you a raw dataset of every job that matched your criteria, including description text, client stats, and timestamps.

Building the "Rate Radar"

One of the most valuable insights is knowing the real market rate.

In Excel or Google Sheets, create a Pivot Table.

  • Rows: Published Date (Group by Month)
  • Values: Average of Budget (Hourly Max)
  • Filter: Exclude entries where Budget = 0 (placeholder)

This chart will show you if your niche is becoming more valuable or commoditized over time. Use this to explain to potential clients why your rate is justified based on market data.

Geographic Strategy

Stop filtering for just "United States" blindly. You might be missing goldmines.

Analyze the Client Total Spend column grouped by Client Country. You often find that clients in countries like Australia, Canada, or Switzerland have higher average spends and less competition than US clients.

Learn more about spotting these trends in our guide on Historical Analytics.

Common Import Questions

Unlock Your Market Data

FreelanceFilter is the only tool that gives you raw CSV access to your job feed history. Start analyzing today.