## Files

*   **train.csv** - The train dataset.
*   **test.csv** - The test dataset.
*   **sample_submission.csv** - A sample submission file in the correct format.

## Columns in train.csv

*   `date` - Date and time in the format 'YYYY-MM-DD HH:MM:SS'.
*   `symbol` - The symbol or name of the cryptocurrency.
*   `open` - The opening price of the cryptocurrency for the hour.
*   `high` - The highest price of the cryptocurrency for the hour.
*   `low` - The lowest price of the cryptocurrency for the hour.
*   `close` - The closing price of the cryptocurrency for the hour.
*   `volume` - The trading volume for the hour.
*   `trades` - Number of trades during the hour.
*   `close_unixtime` - Closing time in UNIX format.
*   `target` - The predicted value indicating an increase (1) or decrease (0) in the cryptocurrency price.

## Columns in test.csv

*   `date` - Date and time in the format 'YYYY-MM-DD HH:MM:SS'.
*   `symbol` - The symbol or name of the cryptocurrency.
*   `open` - The opening price of the cryptocurrency for the hour.
*   `high` - The highest price of the cryptocurrency for the hour.
*   `low` - The lowest price of the cryptocurrency for the hour.
*   `close` - The closing price of the cryptocurrency for the hour.
*   `volume` - The trading volume for the hour.
*   `trades` - Number of trades during the hour.
*   `close_unixtime` - Closing time in UNIX format.
*   `id` - Unique identifier for the record.

## Columns in sample_submission.csv

*   `id` - Unique identifier for the record.
*   `target` - The predicted value indicating an increase (1) or decrease (0) in the cryptocurrency price.