Name: Air Quality Monitoring From EcoCity
Creator: Kaggle
License: https://creativecommons.org/licenses/by-nd/4.0/

About this Dataset

Air Quality Monitoring From EcoCity

Context

The dataset contains data from public monitoring of air quality in Ukraine (for Vinnytsia city and region - population: 1 575 808, square: 26513 sq. km).

Content

Many stations monitor air quality day and night according to the following indicators:

pm1 - PM1.0 (dust particles with a size of 1 μm), mkg/cub.m
pm25 - PM2.5 (dust particles with a size of 2.5 μm), mkg/cub.m
pm10 - PM10 (dust particles with a size of 10 μm), mkg/cub.m
CO2 - carbon dioxide, mkg/cub.m
temperature - temperature, in degrees Celsius
humidity - Humidity, %
pressure - Pressure, pascals (Pa)

In some stations, there may be additional indicators.

The stations belong to the monitoring network "Eco-City".
Data are measured at intervals of 15 seconds to several minutes (145 seconds or more). Sometimes longer periods of time are possible, due to power outages and/or communications.

Acknowledgments

I thank service "Eco-City" for the opportunity to download data.

Inspiration

It is interesting to solve the following problems, which are typical for other cities and regions around the world:

Analyze the basic patterns of data change in the city or regions as a whole and for each station separately (seasonality, anomalies, etc.).
Forecast data for the following dates, which is easy to check for new data from service "Eco-City". New data in the dataset will be updated periodically.
Forecast the data for the current day. For comparison, they can be downloaded from service "Eco-City" via API.
Compare public monitoring data with state monitoring data available through API.

I will prepare baseline notebooks to solve these problems and invite others to improve them.

Tables

Ecocity Daily 1864–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1864_2024

20.2 kB
1,551 rows
5 columns

CREATE TABLE ecocity_daily_1864_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1866–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1866_2023

11.27 kB
672 rows
5 columns

CREATE TABLE ecocity_daily_1866_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1866–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1866_2024

26.45 kB
2,240 rows
5 columns

CREATE TABLE ecocity_daily_1866_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1872–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1872_2023

8.54 kB
384 rows
5 columns

CREATE TABLE ecocity_daily_1872_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1872–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1872_2024

21.96 kB
1,716 rows
5 columns

CREATE TABLE ecocity_daily_1872_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1874–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1874_2023

7.29 kB
260 rows
5 columns

CREATE TABLE ecocity_daily_1874_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1874–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1874_2024

13 kB
750 rows
5 columns

CREATE TABLE ecocity_daily_1874_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1876–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1876_2023

7.58 kB
294 rows
5 columns

CREATE TABLE ecocity_daily_1876_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1876–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1876_2024

21.14 kB
1,638 rows
5 columns

CREATE TABLE ecocity_daily_1876_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 197–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_197_2023

5.64 kB
120 rows
5 columns

CREATE TABLE ecocity_daily_197_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 197–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_197_2024

5.64 kB
120 rows
5 columns

CREATE TABLE ecocity_daily_197_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 337–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_337_2023

52.79 kB
4,818 rows
5 columns

CREATE TABLE ecocity_daily_337_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 337–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_337_2024

52.79 kB
4,818 rows
5 columns

CREATE TABLE ecocity_daily_337_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 400–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_400_2023

12.09 kB
719 rows
5 columns

CREATE TABLE ecocity_daily_400_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 400–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_400_2024

12.09 kB
719 rows
5 columns

CREATE TABLE ecocity_daily_400_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 564–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_564_2023

22.41 kB
1,505 rows
5 columns

CREATE TABLE ecocity_daily_564_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 564–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_564_2024

22.41 kB
1,505 rows
5 columns

CREATE TABLE ecocity_daily_564_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 566–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_566_2023

15.24 kB
911 rows
5 columns

CREATE TABLE ecocity_daily_566_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 566–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_566_2024

15.24 kB
911 rows
5 columns

CREATE TABLE ecocity_daily_566_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 611–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_611_2023

18.15 kB
1,289 rows
5 columns

CREATE TABLE ecocity_daily_611_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 611–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_611_2024

18.15 kB
1,289 rows
5 columns

CREATE TABLE ecocity_daily_611_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 650–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_650_2023

71.61 kB
6,712 rows
5 columns

CREATE TABLE ecocity_daily_650_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 650–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_650_2024

81.47 kB
8,149 rows
5 columns

CREATE TABLE ecocity_daily_650_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 767–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_767_2023

39.6 kB
3,840 rows
5 columns

CREATE TABLE ecocity_daily_767_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 767–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_767_2024

45.83 kB
4,590 rows
5 columns

CREATE TABLE ecocity_daily_767_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);