EMPLOYEE ATTRITION RATE : Employee Attrition Rate is calculated as the percentage of employees who left the company in a given period to the total average number of employees within that period.
AIM OF PROJECT: To help a company understand the attrition in their organization to minimize the attrition rate, so that turnover costs are reduced and employees can be retained for a longer period.To explore the dataset and it's different features Understand the relationship between the different varaibles Find the variables that tend to have a larger number of employees with positive attrition
Overview of project: Exploratory data analysis of an attrition survey conducted. Built a model to calculate the attrition rate in an organisation.
Exploratory Data Analysis : Exploratory Data Analysis is an initial process of analysis, in which we can summarize characteristics of data such as pattern, trends, outliers, and hypothesis testing using descriptive statistics and visualization.