HR Analysis For Attrition

VARSHA ZOKE

0

Data Visualizer

Data Analyst

Google Drive

Microsoft Power BI

OBJECTIVE
Organization wants to improve employee performance and improve employee retention and reduce attrition by creation a HR Analytics dashboard.
Data was imported from a CSV file which was processed for Data Cleaning and we have Removed unwanted columns AND Removed duplicate values.
Steps in project:
1.       Requirement gathering / business requirements
2.       Data walkthrough
3.       Data connection
4.       Data cleaning / quality check
5.       Data modeling
6.       Data processing
7.       DAX calculations
8.       Dashboard lay outing
9.       Charts development and formatting
10.   Dashboard / report development
11.   Insights generation
KPI’s Requirements:
Cards
1.       Count of Employee:
2.       Attrition: Attrition field have value as Yes and No. after creating attrition count from conditional column formatting the value gets converted into 1 and 0.
3.       Attrition Rate: create measure
Attrition Rate= sum(attrition count)/ sum(employee count)
4.       Average age:
5.       Average of monthly income (salary)
6.       Average Year: Years at company
Graphs
1.       Attrition By Education: Sum of attrition count by education field
Chart type: donut chart
2.       Attrition By Age: Create age group from conditional column formatting as 18-25, 26-35, 36-45, 46-55, 55+
Chart type: Stacked column chart
3.       Attrition By Salary Slab: Salary slab by sum of attrition count
Chart type: Stacked Bar chart
4.       Attrition By Years at Company: Years at company by sum of attrition count:
Chart type: Area chart
5.       Attrition By Job Role: Job role by sum of attrition count:
Chart type: Stacked column chart
6.       Attrition By Gender: Gender by sum of attrition count:
Chart type: Tree map
Matrix table
1.        Table created from Job role ,attrition count and job satisfaction
 
HR Analysis For Attrition
HR Analysis For Attrition
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Posted Dec 20, 2024

Client wants Analysis for Attrition Data to improve key employee retention and making attrition Dashboard Available for Management decisions.

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Data Visualizer

Data Analyst

Google Drive

Microsoft Power BI

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