Data Science Community

A model of the Data Science community—data scientists, ML engineers, data analysts, research scientists, statisticians, academics—based on the 2022 Kaggle Data Science & Machine Learning Survey.

Tested

Cross-Validation

Avg Accuracy (1-MAE)

83%

Avg Squared Error (Avg RMSE)

24%

Avg Norm Info Loss (Avg NKLD)

0.1103

ID: f1290dae-bbd2-4078-af4d-5b3da0b9b820
Target Population: Global data science practitioners
Created: 2024-10-02T18:03:22.13+00:00
Simulation Engine: answers-1
Question Count: 19
Respondent Count: 3,000
Visibility: Public
Upload Filename: kaggle_data_science_community.csv