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luqman8001
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London_Air_Pollutants

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source stringclasses 1 value	site stringclasses 15 values	code stringclasses 15 values	date stringlengths 10 19	co float64 0.1 2.9 ⌀	nox float64 0 1.33k ⌀	no2 float64 0 369 ⌀	no float64 0 691 ⌀	so2 float64 0 114 ⌀	pm2.5 stringlengths 1 7	v2.5 float64 -10 29 ⌀	nv2.5 float64 -4 237 ⌀	pm10 float64 -4 388 ⌀	v10 float64 -10 63 ⌀	nv10 float64 -4 386 ⌀	o3 float64 0 172 ⌀
aurn	London Bexley	BEX	2009-01-01	0.1	17	15	1	0	41	9	32	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 01:00:00	0.2	15	13	1	null	36	8	28	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 02:00:00	0.1	13	11	1	0	33	7	26	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 03:00:00	0.1	13	11	1	0	33	8	25	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 04:00:00	0.1	13	11	1	0	34	9	25	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 05:00:00	0.1	13	11	1	0	29	8	21	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 08:00:00	0.1	31	27	3	0	29	8	21	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 09:00:00	0.1	34	27	5	0	29	6	23	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 10:00:00	0.1	32	27	4	0	32	9	23	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 12:00:00	0.2	29	21	5	0	28	9	19	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 13:00:00	0.1	32	25	5	0	28	8	20	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 14:00:00	0.2	34	27	5	0	28	8	20	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 15:00:00	0.2	40	32	5	0	29	8	21	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 16:00:00	0.2	40	32	5	0	30	7	23	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 17:00:00	0.2	38	31	5	0	31	7	24	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 18:00:00	0.2	50	40	6	0	34	7	27	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 19:00:00	0.2	63	50	9	0	39	9	30	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 20:00:00	0.2	65	50	10	3	38	8	30	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 21:00:00	0.2	50	40	6	0	38	7	31	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 22:00:00	0.3	59	48	8	3	40	8	32	null	null	null	null
aurn	London Bexley	BEX	2009-01-01 23:00:00	0.3	76	50	18	3	42	9	33	null	null	null	null
aurn	London Bexley	BEX	2009-01-02	0.3	67	48	13	3	47	12	35	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 01:00:00	0.2	52	42	6	null	42	9	33	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 04:00:00	0.2	53	38	10	0	47	11	36	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 05:00:00	0.3	61	40	14	0	43	11	32	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 06:00:00	0.3	74	44	20	3	42	10	32	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 07:00:00	0.3	92	48	29	3	43	11	32	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 08:00:00	0.3	107	50	38	3	40	11	29	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 09:00:00	0.2	76	44	21	3	34	10	24	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 10:00:00	0.1	44	31	9	0	17	9	8	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 11:00:00	0.1	27	19	5	0	12	11	1	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 12:00:00	null	null	null	null	0	-2	0	-2	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 13:00:00	0.1	25	17	5	0	6	2	4	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 14:00:00	0.1	32	25	5	0	7	4	3	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 15:00:00	0.1	38	31	5	0	7	2	5	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 16:00:00	0.1	29	23	4	0	8	3	5	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 17:00:00	0.1	25	19	4	0	8	0	8	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 18:00:00	0.1	40	31	6	0	13	2	11	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 19:00:00	0.1	40	32	5	0	14	4	10	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 20:00:00	0.1	40	32	5	0	9	2	7	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 21:00:00	0.2	52	42	6	0	11	2	9	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 22:00:00	0.2	48	40	5	0	10	2	8	null	null	null	null
aurn	London Bexley	BEX	2009-01-02 23:00:00	0.6	53	42	8	0	13	4	9	null	null	null	null
aurn	London Bexley	BEX	2009-01-03	0.2	44	38	4	0	12	3	9	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 01:00:00	0.2	48	44	3	null	15	4	11	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 02:00:00	0.2	48	42	4	3	16	5	11	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 03:00:00	0.2	40	38	1	0	13	5	8	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 04:00:00	0.1	42	40	1	0	10	3	7	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 06:00:00	0.5	197	67	85	3	12	3	9	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 07:00:00	0.7	288	84	134	5	14	3	11	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 08:00:00	0.9	371	99	178	8	18	5	13	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 09:00:00	1.3	487	117	243	11	24	2	22	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 10:00:00	1.3	430	115	206	11	27	4	23	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 11:00:00	0.6	170	74	63	5	20	7	13	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 12:00:00	0.5	149	74	49	3	21	6	15	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 13:00:00	0.3	103	61	28	3	16	3	13	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 14:00:00	0.2	52	36	10	3	11	4	7	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 16:00:00	0.3	59	50	6	0	6	1	5	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 17:00:00	0.3	80	67	9	0	14	3	11	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 18:00:00	0.3	97	71	18	3	22	3	19	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 19:00:00	0.6	160	90	46	3	17	2	15	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 20:00:00	0.7	160	90	46	3	22	4	18	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 21:00:00	0.8	162	90	48	3	14	2	12	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 22:00:00	1	319	101	143	8	31	5	26	null	null	null	null
aurn	London Bexley	BEX	2009-01-03 23:00:00	1.2	319	101	143	8	35	4	31	null	null	null	null
aurn	London Bexley	BEX	2009-01-04	1	357	107	164	5	28	1	27	null	null	null	null
aurn	London Bexley	BEX	2009-01-04 01:00:00	1	351	115	155	null	34	5	29	null	null	null	null
aurn	London Bexley	BEX	2009-01-04 02:00:00	0.9	306	107	130	5	37	5	32	null	null	null	null
aurn	London Bexley	BEX	2009-01-04 03:00:00	0.8	269	97	113	5	36	6	30	null	null	null	null
aurn	London Bexley	BEX	2009-01-04 04:00:00	0.6	201	88	74	3	36	8	28	null	null	null	null
aurn	London Bexley	BEX	2009-01-04 05:00:00	0.3	149	80	45	0	28	5	23	null	null	null	null
aurn	London Bexley	BEX	2009-01-04 06:00:00	0.2	128	76	34	0	22	2	20	null	null	null	null
aurn	London Bexley	BEX	2009-01-04 07:00:00	0.2	132	74	38	0	23	4	19	null	null	null	null
aurn	London Bexley	BEX	2009-01-04 09:00:00	0.2	132	71	40	0	29	8	21	null	null	null	null
aurn	London Bexley	BEX	2009-01-04 10:00:00	0.2	111	65	30	0	19	3	16	null	null	null	null
aurn	London Bexley	BEX	2009-01-04 12:00:00	0.2	103	63	26	3	23	6	17	null	null	null	null
aurn	London Bexley	BEX	2009-01-04 13:00:00	0.2	113	69	29	5	25	8	17	null	null	null	null
aurn	London Bexley	BEX	2009-01-04 15:00:00	0.2	105	74	20	3	26	7	19	null	null	null	null
aurn	London Bexley	BEX	2009-01-04 16:00:00	0.2	111	74	24	5	29	6	23	null	null	null	null
aurn	London Bexley	BEX	2009-01-04 20:00:00	0.5	162	80	54	5	45	9	36	null	null	null	null
aurn	London Bexley	BEX	2009-01-04 22:00:00	0.5	172	80	60	5	40	7	33	null	null	null	null
aurn	London Bexley	BEX	2009-01-05	0.7	155	71	55	8	40	8	32	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 02:00:00	0.2	46	42	3	3	29	6	23	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 03:00:00	0.2	42	38	3	3	30	9	21	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 04:00:00	0.2	44	38	4	3	27	8	19	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 05:00:00	0.5	71	50	14	3	19	7	12	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 06:00:00	0.2	78	53	16	3	15	5	10	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 08:00:00	0.1	42	34	5	3	6	5	1	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 09:00:00	0.1	46	34	8	3	0	0	0	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 10:00:00	0.1	40	29	8	3	3	2	1	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 13:00:00	0.1	21	13	5	0	1	1	0	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 14:00:00	0.1	25	17	5	0	3	2	1	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 15:00:00	0.1	27	19	5	0	3	2	1	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 16:00:00	0.1	40	31	6	0	3	1	2	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 17:00:00	0.2	42	32	6	0	0	1	-1	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 18:00:00	0.2	53	42	8	0	6	1	5	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 19:00:00	0.1	40	32	5	0	9	2	7	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 20:00:00	0.2	34	29	4	0	7	2	5	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 21:00:00	0.1	27	21	4	0	9	3	6	null	null	null	null
aurn	London Bexley	BEX	2009-01-05 22:00:00	0.1	29	25	3	0	5	4	1	null	null	null	null

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YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

Air Pollutants Dataset for London Boroughs

Description

This dataset contains air pollutants data for various London boroughs. It includes measurements of different pollutants, such as PM2.5, CO, NOx, and more, collected at regular intervals.

Data Source

The data was collected using the openair library in R. The openair package provides tools to analyse air pollution data, including functions for importing, summarizing, and visualizing air quality data.

Data Gathering Process

The data gathering process involved the following steps:

Installation of openair: The openair package was installed in R using the install.packages("openair") command.
Data Import: Air pollutants data for London boroughs was imported using the importAURN() function provided by the openair package.
Data Preprocessing: The imported data was preprocessed to handle missing values, perform any necessary data transformations, and ensure consistency.
Data Export: The preprocessed data was exported to CSV format for further analysis and sharing.

Features

source: Source of the data (e.g., monitoring station, dataset provider)
site: Name of the monitoring site
code: Code associated with the monitoring site
date: Date and time of measurement
co: Carbon Monoxide (CO) concentration (parts per million)
nox: Nitrogen Oxides (NOx) concentration (parts per billion)
no2: Nitrogen Dioxide (NO2) concentration (parts per billion)
no: Nitric Oxide (NO) concentration (parts per billion)
so2: Sulfur Dioxide (SO2) concentration (parts per billion)
pm2.5: Particulate Matter (PM) 2.5 concentration (micrograms per cubic meter)
v2.5: Fine Particulate Matter (PM) 2.5 concentration (micrograms per cubic meter)
nv2.5: Non-Volatile Particulate Matter (PM) 2.5 concentration (micrograms per cubic meter)
pm10: Particulate Matter (PM) 10 concentration (micrograms per cubic meter)
v10: Fine Particulate Matter (PM) 10 concentration (micrograms per cubic meter)
nv10: Non-Volatile Particulate Matter (PM) 10 concentration (micrograms per cubic meter)
o3: Ozone (O3) concentration (parts per million)

License

This dataset is released under the same license as the openair package, which is the GNU General Public License (GPL).

License Summary:

You are free to:
- Share: Copy and redistribute the material in any medium or format.
- Adapt: Remix, transform, and build upon the material for any purpose, even commercially.
Under the following terms:
- Attribution: You must give appropriate credit to the openair package for the data collection.

For more details, please see the full text of the GNU General Public License (GPL).

Citation

If you use this dataset in your research or work, we kindly request that you cite it as follows:

Muhammad Luqman, Air Pollutants Dataset for London Boroughs. 2024. OpenAir Library. Available at: https://huggingface.co/datasets/luqman8001/London_Air_Pollutants.

Thank you for acknowledging the use of our dataset!

Downloads last month: 10

Size of downloaded dataset files:

12.2 MB

Size of the auto-converted Parquet files:

2.28 MB

Number of rows:

131,400