Open myyong opened 2 years ago
I can see it in utc_energy_data:
select timestamp, electricity_consumption, sensor_id, count(*)
from utc_energy_data
where sensor_id=16
group by timestamp, electricity_consumption, sensor_id
HAVING count(*) > 1
order by timestamp desc;
The duplicated values run from 2021-05-31 00:30:00
till 2021-06-02 00:00:00
.
This issue records the quality control issues with the data that we have identified while running models trained on tee_208.RDS on new data.
These should be converted into test cases for checking data quality before running predictions.