Baselight

📊 AI Developer Performance Analysis Dataset

A dataset capturing productivity, skills, , and performance of AI developers

@kaggle.rehanliaqat17_average_sleep_duration_per_day_in_hours

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About this Dataset

📊 AI Developer Performance Analysis Dataset

This dataset presents structured information on AI developer performance, combining skills, experience, productivity, and work-related factors. It is designed for data analysis and machine learning tasks focused on evaluating and predicting developer performance.

  • Data of 1,000 AI developers
  • Technical skill metrics (programming, ML, tools)
  • Experience-related features (years, projects)
  • Productivity indicators (efficiency, output)
  • Work environment factors (workload, collaboration)
  • Suitable for EDA and visualization
  • Applicable to ML performance modeling

🔹 Highlights

  • Covers skills, experience, and productivity metrics
  • Ready for EDA and machine learning
  • Suitable for students and Kaggle practice

Tables

Ai Developer Performance Extended 1000

@kaggle.rehanliaqat17_average_sleep_duration_per_day_in_hours.ai_developer_performance_extended_1000
  • 24.15 kB
  • 1,000 rows
  • 13 columns
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CREATE TABLE ai_developer_performance_extended_1000 (
  "hours_coding" BIGINT,
  "lines_of_code" BIGINT,
  "bugs_found" BIGINT,
  "bugs_fixed" BIGINT,
  "ai_usage_hours" BIGINT,
  "sleep_hours" DOUBLE,
  "cognitive_load" BIGINT,
  "task_success_rate" BIGINT,
  "coffee_intake" BIGINT,
  "stress_level" BIGINT,
  "task_duration_hours" DOUBLE,
  "commits" BIGINT,
  "errors" BIGINT
);

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