## Files

*   **train.csv** - the training set
*   **test.csv** - the test set
*   **sample_submission.csv** - a sample submission file in the correct format

## Columns

- date : Date in MM-DD-YYYY
- 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 productivity that was delivered by the workers. It has to be categorized into three classes: 0 (low productivity), 1 (moderate productivity), 2 (high productivity).**

**All the best!**
### May the Accuracy be with You!
![check] (https://drivendata-public-assets.s3.amazonaws.com/go-forth-and-model.jpg)