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Team Members -Group G (7)

  1. Amali Perera
  2. Emindu Perera
  3. Priyanka Perera
  4. Thushara Sampath

GitHub - https://github.com/pcperera/attrition/

Directory Structure

Directory Content
. Jupyter notebook files are ordered by index
data data directory contains all data used for analysis

Descriptive Analysis

Entire Dataset

Univariate Result
Number of employees in the dataset 1261
Contract basis employees 1241
Permanent employees 20
% of active employees 81.6%
% of resigned employees 18.4%
Earliest Join_Date 1988-01-27
Latest Join_Date 2022-12-20

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February 2020 to December 2022 (focused period)

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Model Evaluation

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