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How to quickly standardize data annotation in marketing research?

2025-09-10 1.5 K

Background to the issue

Raw data formats in marketing research are complex and manual labeling standards vary, affecting the quality of post-analysis.

Standardized programmes

  • Predefined labeling system
    • Use the industry-standard labeling library provided by Riveter
    • Support customized hierarchical labeling system
  • Automated Processing
    1. Upload raw market research data
    2. Selecting the "Data Labeling" mode
    3. Define labeling rules and output formats
    4. Batch execution labeling
  • quality control
    • Setting the sample review ratio
    • View Inconsistent Labeling Cases
    • Optimize cue words to improve accuracy

caveat

  • Small-scale testing is recommended for first-time use
  • Complex data can be combined with multiple annotation modes
  • Attention to the protection of private consumer data

Effectiveness of implementation

The method can increase the data annotation speed by 15 times and the annotation consistency reaches more than 95%.

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