A simple approach for meter readings in time series with the time recorded with Daylight Savings Time (DST) and naively compress a week of (cumulative) values into the first day of winter time. For this case, this script takes a dataset with DST applied and removes it be subtracting an hour from records in summer time.
It will leave the gap created in the old transition from winter to summer time as this gap is addressed through imputation to fill the missing values with the jump in the cumulative value in the first step of winter time.
Useful for some applications that take meter readings from dashboards that incorrectly store timestamps/signatures.
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| README.md | ||
dstcrusher
A simple approach for meter readings in time series with the time recorded with Daylight Savings Time (DST) and naively compress a week of (cumulative) values into the first day of winter time. For this case, this script takes a dataset with DST applied and removes it be subtracting an hour from records in summer time.
It will leave the gap created in the old transition from winter to summer time as this gap is addressed through imputation to fill the missing values with the jump in the cumulative value in the first step of winter time.
Useful for some applications that take meter readings from dashboards that incorrectly store timestamps/signatures.