Pandas Resampling and Frequency Conversion Exercises with Solutions

Last update on December 21 2024 07:54:53 (UTC/GMT +8 hours)

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Pandas Resampling and Frequency Conversion [ 15 exercises with solution]

1. Write a Pandas program to resample time series data to daily frequency.
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2. Write a Pandas program to upsample daily time series data to hourly frequency.
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3. Write a Pandas program to resample Time Series Data with different Aggregation methods.
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4. Write a Pandas program to resample Time Series data to Weekly frequency.
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5. Write a Pandas program to downsample Time Series data from Minute to Hourly Frequency.
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6. Write a Pandas program to resample Time Series Data to Business day Frequency.
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7. Write a Pandas program to interpolate missing values after Resampling.
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8. Write a Pandas program to resample Time Series data with custom functions.
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9. Write a Pandas program to resample Time Series data to quarterly frequency.
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10. Write a Pandas program to resample Time Series Data to Yearly Frequency.
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11. Write a Pandas program to shift Time Series Data Forward and Backward.
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12. Write a Pandas program to calculate Rolling Mean of Resampled Data.
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13. Write a Pandas program to handle missing data before Resampling.
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14. Write a Pandas program to create custom Resampling periods.
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15. Write a Pandas program to calculate percentage change in Resampled data.
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