Environmental Data Quality API

Environmental Data Quality Control - API Demonstration

This page provides a simple demonstration of an automated environmental data quality control API . Data (in this case 2 meter air temperatures) are submitted to the API as pairs of dates and values. The values are assessed and a data quality rating between 0 and 2 is returned.

Quality Ratings:

0 - Good
1 - Suspicious
2 - Bad

The API uses the EnviroDataQC Python library.

Check Air Temperature

Click "check data" to assess the air temperature data in the input box. The default input data can be changed if desired, but input must follow the same CSV format and be limited to 200 rows. Results are plotted below.

API Input Data

2021-11-29 12:00,-4.6
2021-11-29 12:10,-5.2
2021-11-29 12:20,-5.6
2021-11-29 12:30,-5.7
2021-11-29 12:40,-6.8
2021-11-29 12:50,-6.7
2021-11-29 13:00,-7.5
2021-11-29 13:10,-7.6
2021-11-29 13:20,-6.5
2021-11-29 13:30,-6.3
2021-11-29 13:40,-7.5
2021-11-29 13:50,-7.9
2021-11-29 14:00,-7.1
2021-11-29 14:10,-6.4
2021-11-29 14:20,-5.4
2021-11-29 14:30,-3.5
2021-11-29 14:40,-2.6
2021-11-29 14:50,-1.4
2021-11-29 15:00,0.7
2021-11-29 15:10,1.6
2021-11-29 15:20,3.1
2021-11-29 15:30,4
2021-11-29 15:40,4.8
2021-11-29 15:50,6
2021-11-29 16:00,7.2
2021-11-29 16:10,7.6
2021-11-29 16:20,8.2
2021-11-29 16:30,8.7
2021-11-29 16:40,9.3
2021-11-29 16:50,10.6
2021-11-29 17:00,10.5
2021-11-29 17:10,11
2021-11-29 17:20,11.9
2021-11-29 17:30,12.3
2021-11-29 17:40,12.7
2021-11-29 17:50,13.6
2021-11-29 18:00,13.9
2021-11-29 18:10,-14.3
2021-11-29 18:20,14.8
2021-11-29 18:30,15.9
2021-11-29 18:40,15.9
2021-11-29 18:50,16.8
2021-11-29 19:00,17.2
2021-11-29 19:10,16.9
2021-11-29 19:20,17.4
2021-11-29 19:30,17.1
2021-11-29 19:40,17
2021-11-29 19:50,17.4
2021-11-29 20:00,17.8
2021-11-29 20:10,17.8
2021-11-29 20:20,17.8
2021-11-29 20:30,18.1
2021-11-29 20:40,17.9
2021-11-29 20:50,18.3
2021-11-29 21:00,18.5
2021-11-29 21:10,18.1
2021-11-29 21:20,18.1
2021-11-29 21:30,18.4
2021-11-29 21:40,18.6
2021-11-29 21:50,18.3
2021-11-29 22:00,38.4
2021-11-29 22:10,18.6
2021-11-29 22:20,18.1
2021-11-29 22:30,17.9
2021-11-29 22:40,17.2
2021-11-29 22:50,16.8
2021-11-29 23:00,16.4
2021-11-29 23:10,15.9
2021-11-29 23:20,15.1
2021-11-29 23:30,13.8
2021-11-29 23:40,12.4
2021-11-29 23:50,10.6
2021-11-30 00:00,9.2
2021-11-30 00:10,8.1
2021-11-30 00:20,7.6
2021-11-30 00:30,7.7
2021-11-30 00:40,6.8
2021-11-30 00:50,6
2021-11-30 01:00,5.1
2021-11-30 01:10,5.1
2021-11-30 01:20,4.5
2021-11-30 01:30,4.3
2021-11-30 01:40,3.6
2021-11-30 01:50,3.4
2021-11-30 02:00,3.2
2021-11-30 02:10,3.4
2021-11-30 02:20,3.5
2021-11-30 02:30,3.4
2021-11-30 02:40,1.6
2021-11-30 02:50,1.1
2021-11-30 03:00,1.5
2021-11-30 03:10,0.9
2021-11-30 03:20,-0.1
2021-11-30 03:30,-0.5
2021-11-30 03:40,-1
2021-11-30 03:50,-0.8
2021-11-30 04:00,-0.3
2021-11-30 04:10,-0.4
2021-11-30 04:20,-0.9
2021-11-30 04:30,-2
2021-11-30 04:40,-2
2021-11-30 04:50,-2
2021-11-30 05:00,-2
2021-11-30 05:10,-2
2021-11-30 05:20,-2
2021-11-30 05:30,-1.7
2021-11-30 05:40,-1
2021-11-30 05:50,-1.7
2021-11-30 06:00,-1.6
2021-11-30 06:10,-1.6
2021-11-30 06:20,-1.9
2021-11-30 06:30,-1
2021-11-30 06:40,-2.3
2021-11-30 06:50,-3
2021-11-30 07:00,-4.1
2021-11-30 07:10,-3.1
2021-11-30 07:20,-3.1
2021-11-30 07:30,-4
2021-11-30 07:40,-1.8
2021-11-30 07:50,-2.4
2021-11-30 08:00,-1.7
2021-11-30 08:10,-2.4
2021-11-30 08:20,-2.3
2021-11-30 08:30,-0.7
2021-11-30 08:40,-2.5
2021-11-30 08:50,-2.9
2021-11-30 09:00,-1.4
2021-11-30 09:10,-3.2
2021-11-30 09:20,-1.3
2021-11-30 09:30,12.6
2021-11-30 09:40,-3.8
2021-11-30 09:50,-4.3
2021-11-30 10:00,-4.3
2021-11-30 10:10,-4.1
2021-11-30 10:20,-3.4
2021-11-30 10:30,-3.4
2021-11-30 10:40,-1.2
2021-11-30 10:50,-2.1
2021-11-30 11:00,-1.5
2021-11-30 11:10,-3.2
2021-11-30 11:20,-3.2
2021-11-30 11:30,-1.8
2021-11-30 11:40,-1.6
2021-11-30 11:50,-3.2
2021-11-30 12:00,-1.9
2021-11-30 12:10,-3.5
2021-11-30 12:20,-5
2021-11-30 12:30,-5.3
2021-11-30 12:40,-4.7
2021-11-30 12:50,-4.6
2021-11-30 13:00,-3.8
2021-11-30 13:10,-4.9
2021-11-30 13:20,-5.5
2021-11-30 13:30,-4.6
2021-11-30 13:40,-4
2021-11-30 13:50,-4.6
2021-11-30 14:00,-5.6
2021-11-30 14:10,-5.4
2021-11-30 14:20,-3.8
2021-11-30 14:30,-2.7
2021-11-30 14:40,-1.6
2021-11-30 14:50,0.4
2021-11-30 15:00,1.7
2021-11-30 15:10,3
2021-11-30 15:20,3.8
2021-11-30 15:30,4
2021-11-30 15:40,4
2021-11-30 15:50,4
2021-11-30 16:00,5.9
2021-11-30 16:10,7.2
2021-11-30 16:20,8.5
2021-11-30 16:30,9.7
2021-11-30 16:40,10.2
2021-11-30 16:50,10.3
2021-11-30 17:00,11.7
2021-11-30 17:10,12.5
2021-11-30 17:20,13.2
2021-11-30 17:30,14
2021-11-30 17:40,14.3
2021-11-30 17:50,14.7
2021-11-30 18:00,14.2

API Response

API Data Plot

Input data as well as quality flags returned by the API are plotted below.