Calculating rental period end times
Now that you can extract time components, let's manipulate the timestamps themselves. Each bike rental in London lasts up to 45 minutes before incurring extra charges. To analyze when bikes become available again, calculate the end time for each rental period by adding 45 minutes to the start time.
polars is loaded as pl. The DataFrame bikes is available with the time column as a Datetime.
Latihan ini merupakan bagian dari kursus
Data Transformation with Polars
Instruksi latihan
- Add a column
period_endby offsetting thetimecolumn forward by 45 minutes.
Latihan interaktif langsung praktik
Cobalah latihan ini dengan melengkapi kode contoh ini.
# Calculate when each rental period ends
bikes.with_columns(
pl.col("time").____.____("____").alias("____")
)