Dataset Description

This dataset includes important attributes of the garment manufacturing process and the productivity of the employees which had been collected manually and also been validated by the industry experts.

day : Day of the Week
quarter : A portion of the month. A month was divided into four quarters
department : Associated department with the instance
team_no : Associated team number with the instance
no_of_workers : Number of workers in each team
no_of_style_change : Number of changes in the style of a particular product
targeted_productivity : Targeted productivity set by the Authority for each team for each day.
smv : Standard Minute Value, it is the allocated time for a task
wip : Work in progress. Includes the number of unfinished items for products
over_time : Represents the amount of overtime by each team in minutes
incentive : Represents the amount of financial incentive (in BDT) that enables or motivates a particular course of action.
idle_time : The amount of time when the production was interrupted due to several reasons
idle_men : The number of workers who were idle due to production interruption
actual_productivity : The actual % of productivity that was delivered by the workers. It ranges from 0-1.

Data Sprint 100 - Employee Performance Prediction

Challenge Starts

Registration Ends

Challenge Ends