数据与研究

employee-performance-analytics-hr

reason-machines/data-skills

SQL and Python-based employee performance analytics with KPI aggregation, departmental insights, and HR dashboard generation

  • 2055 次安装
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安装命令

npx skills add https://github.com/reason-machines/data-skills --skill employee-performance-analytics-hr

SKILL.md

Employee Performance Analytics HR Skill

Skill by ara.so — Data Skills collection.

Overview

Employee Performance Analytics is a Python and SQL-based HR analytics tool that transforms employee data into actionable insights. It uses SQLite for KPI aggregation and pandas/matplotlib for visualization, generating departmental performance reports, efficiency metrics, and workload analysis.

The project provides an end-to-end analytics pipeline: data loading → SQL feature engineering → Python analysis → visualization exports.

Installation

# Clone the repository
git clone https://github.com/AmirhosseinHonardoust/Employee-Performance-Analytics.git
cd Employee-Performance-Analytics

Employee Performance Analytics HR Skill

Skill by ara.so — Data Skills collection.

Overview

Employee Performance Analytics is a Python and SQL-based HR analytics tool that transforms employee data into actionable insights. It uses SQLite for KPI aggregation and pandas/matplotlib for visualization, generating departmental performance reports, efficiency metrics, and workload analysis.

The project provides an end-to-end analytics pipeline: data loading → SQL feature engineering → Python analysis → visualization exports.

Installation

# Clone the repository
git clone https://github.com/AmirhosseinHonardoust/Employee-Performance-Analytics.git
cd Employee-Performance-Analytics