# Data Guild: Will You Be Productive Today? — Data

来源：https://www.kaggle.com/competitions/data-guild-will-you-be-productive-today/data

采集时间：2026-10-20T06:28:24Z

## 📌 Dataset Details
The dataset consists of multiple real-world factors that influence a software engineer’s productivity. However, **some noise and inconsistencies have been introduced**—your job is to find them and make sense of the data!

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

## 📝 Features (Columns)
- `coffee_intake` ☕ – Number of cups of coffee consumed.
- `hours_of_meetings` 📅 – Total hours spent in meetings (sometimes missing).
- `bugs_assigned` 🐛 – Number of bugs assigned that day.
- `lines_of_code_written` 💻 – Total lines of code written (includes outliers!).
- `hours_of_sleep` 😴 – Hours of sleep the night before (sometimes missing).
- `browsing_time` 🌐 – Hours spent browsing non-work-related websites.
- `productive_day` ✅ – Target variable (1 = Productive, 0 = Not Productive).