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 1315–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1315_2024

50.56 kB
5,930 rows
5 columns

CREATE TABLE ecocity_daily_1315_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1434–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1434_2023

21.38 kB
1,536 rows
5 columns

CREATE TABLE ecocity_daily_1434_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1434–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1434_2024

21.38 kB
1,536 rows
5 columns

CREATE TABLE ecocity_daily_1434_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1488–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1488_2024

6.46 kB
180 rows
5 columns

CREATE TABLE ecocity_daily_1488_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1523–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1523_2023

12.65 kB
858 rows
5 columns

CREATE TABLE ecocity_daily_1523_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1523–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1523_2024

17.95 kB
1,398 rows
5 columns

CREATE TABLE ecocity_daily_1523_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 154–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_154_2023

21.99 kB
1,274 rows
5 columns

CREATE TABLE ecocity_daily_154_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 154–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_154_2024

21.99 kB
1,274 rows
5 columns

CREATE TABLE ecocity_daily_154_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1596–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1596_2023

10.08 kB
454 rows
5 columns

CREATE TABLE ecocity_daily_1596_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1596–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1596_2024

10.08 kB
454 rows
5 columns

CREATE TABLE ecocity_daily_1596_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1612–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1612_2023

8.47 kB
381 rows
5 columns

CREATE TABLE ecocity_daily_1612_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1612–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1612_2024

21.95 kB
1,725 rows
5 columns

CREATE TABLE ecocity_daily_1612_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1769–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1769_2023

22.19 kB
1,740 rows
5 columns

CREATE TABLE ecocity_daily_1769_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1769–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1769_2024

33.48 kB
2,860 rows
5 columns

CREATE TABLE ecocity_daily_1769_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1811–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1811_2023

18.03 kB
1,255 rows
5 columns

CREATE TABLE ecocity_daily_1811_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1811–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1811_2024

33.41 kB
2,823 rows
5 columns

CREATE TABLE ecocity_daily_1811_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1813–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1813_2023

15.27 kB
1,076 rows
5 columns

CREATE TABLE ecocity_daily_1813_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1813–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1813_2024

27.56 kB
2,343 rows
5 columns

CREATE TABLE ecocity_daily_1813_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1825–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1825_2023

18.38 kB
1,442 rows
5 columns

CREATE TABLE ecocity_daily_1825_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1825–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1825_2024

32.93 kB
2,961 rows
5 columns

CREATE TABLE ecocity_daily_1825_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1830–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1830_2023

15.07 kB
980 rows
5 columns

CREATE TABLE ecocity_daily_1830_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1830–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1830_2024

30.42 kB
2,514 rows
5 columns

CREATE TABLE ecocity_daily_1830_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1834–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1834_2023

15.73 kB
1,154 rows
5 columns

CREATE TABLE ecocity_daily_1834_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1834–2024

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1834_2024

30.69 kB
2,715 rows
5 columns

CREATE TABLE ecocity_daily_1834_2024 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);

Ecocity Daily 1864–2023

@kaggle.vbmokin_air_quality_monitoring_from_ecocity.ecocity_daily_1864_2023

8.25 kB
366 rows
5 columns

CREATE TABLE ecocity_daily_1864_2023 (
  "id_station" BIGINT,
  "datetime" TIMESTAMP,
  "indicator_name" VARCHAR,
  "indicator_dimension" VARCHAR,
  "value" DOUBLE
);