Datasets:

ArthT
/

open-data-notes

stop_id stringlengths 6 6	stop_name stringlengths 7 20	district stringclasses 7 values	x_m int64 1 12k	y_m int64 6 9k	shelter stringclasses 2 values	bench stringclasses 2 values	step_free_access stringclasses 2 values	tactile_paving stringclasses 2 values	audio_announcements stringclasses 2 values	surveyed_on stringdate 2025-03-03 00:00:00 2025-09-19 00:00:00
BS0001	Church Street	Eastfield	9,118	6,891	yes	yes	no	no	no	2025-09-15
BS0002	Forge Street North	Eastfield	1,322	1,814	yes	yes	yes	yes	yes	2025-08-25
BS0003	Canal Street West	Old Town	5,696	5,843	yes	yes	no	no	no	2025-03-22
BS0004	Orchard Way	Old Town	4,712	7,494	no	yes	yes	no	yes	2025-08-31
BS0005	Forge Avenue North	Harbour	9,596	8,166	yes	yes	no	yes	no	2025-08-03
BS0006	Chapel Way East	Westgate	6,880	7,851	no	no	no	no	no	2025-03-15
BS0007	Church Hill	Harbour	7,701	2,333	no	no	yes	no	no	2025-06-27
BS0008	Willow Way West	Hillcrest	5,040	8,980	no	no	yes	yes	no	2025-06-21
BS0009	Willow Road North	Riverside	10,742	7,507	yes	yes	no	no	no	2025-04-23
BS0010	Ash Avenue	Westgate	8,145	7,114	yes	yes	yes	no	no	2025-05-23
BS0011	Church Avenue	Old Town	7,420	2,999	yes	yes	no	no	no	2025-03-19
BS0012	Ash Lane North	Riverside	6,738	2,397	no	no	yes	yes	no	2025-03-24
BS0013	Park Street North	Eastfield	731	8,953	no	no	yes	no	yes	2025-05-22
BS0014	Ash Hill South	Eastfield	3,652	7,749	no	no	no	no	no	2025-03-24
BS0015	Bridge Street	Old Town	8,318	6,750	yes	yes	yes	yes	no	2025-06-07
BS0016	Church Avenue North	North	5,685	5,790	yes	yes	no	no	yes	2025-07-02
BS0017	Garden Avenue East	North	8,152	7,644	yes	yes	yes	no	yes	2025-07-14
BS0018	Canal Avenue	Riverside	11,116	1,138	yes	yes	yes	yes	no	2025-04-16
BS0019	Station Avenue South	Harbour	11,648	335	yes	yes	yes	no	no	2025-07-13
BS0020	Market Street South	Harbour	4,469	6,969	no	no	no	yes	yes	2025-04-16
BS0021	Ash Avenue East	Harbour	2,899	5,337	yes	yes	yes	yes	no	2025-07-15
BS0022	Church Street South	North	1,525	7,440	no	no	yes	no	no	2025-08-21
BS0023	Mill Lane South	Old Town	9,207	8,820	yes	yes	yes	no	yes	2025-09-11
BS0024	Park Way East	Eastfield	4,392	2,172	no	yes	yes	no	yes	2025-08-25
BS0025	School Hill South	Hillcrest	10,323	1,741	yes	yes	yes	yes	no	2025-05-16
BS0026	Bridge Lane East	North	227	6,744	no	no	no	yes	no	2025-03-17
BS0027	Mill Lane North	North	11,236	5,739	yes	yes	yes	yes	no	2025-09-01
BS0028	Chapel Lane	Riverside	9,733	7,580	no	no	yes	yes	no	2025-07-09
BS0029	Willow Avenue East	Westgate	5,837	944	no	no	yes	yes	no	2025-05-16
BS0030	Church Lane West	Old Town	9,594	332	no	no	yes	no	no	2025-03-31
BS0031	Church Road North	Riverside	8,562	5,800	yes	yes	yes	no	yes	2025-06-19
BS0032	School Avenue West	Harbour	3,920	6,897	no	no	no	yes	yes	2025-09-02
BS0033	Chapel Lane South	Riverside	382	271	no	no	yes	yes	no	2025-08-10
BS0034	Bridge Way North	Hillcrest	8,422	4,345	no	no	yes	no	yes	2025-03-05
BS0035	Quarry Avenue North	Riverside	11,127	8,333	no	no	no	no	no	2025-06-03
BS0036	Quarry Way East	Old Town	3,292	6,139	no	no	yes	no	no	2025-08-22
BS0037	Park Street West	Riverside	7,943	87	no	no	no	no	no	2025-03-12
BS0038	Orchard Lane East	Eastfield	11,976	4,342	no	yes	no	no	yes	2025-04-27
BS0039	Garden Way North	Harbour	6,235	8,830	no	no	yes	no	yes	2025-07-11
BS0040	Market Hill West	Old Town	8,970	4,283	yes	yes	yes	no	no	2025-04-20
BS0041	Garden Lane	Old Town	5,852	2,195	yes	yes	no	yes	no	2025-03-05
BS0042	Ash Avenue East	Westgate	8,804	2,799	no	no	yes	yes	yes	2025-03-10
BS0043	Mill Lane North	Old Town	4,958	3,542	no	no	yes	yes	yes	2025-05-25
BS0044	Orchard Avenue East	Eastfield	4,939	1,925	yes	yes	yes	no	yes	2025-07-13
BS0045	School Hill West	Eastfield	5,654	1,352	yes	yes	yes	no	no	2025-09-18
BS0046	Quarry Street East	Harbour	8,294	5,434	yes	yes	yes	no	no	2025-07-07
BS0047	Bridge Street West	Riverside	11,291	5,710	yes	yes	no	yes	no	2025-08-01
BS0048	Market Avenue	Hillcrest	2,090	7,066	yes	yes	yes	no	no	2025-06-24
BS0049	Willow Street East	Riverside	9,196	2,019	yes	yes	yes	no	no	2025-06-13
BS0050	Canal Hill West	Old Town	1,556	8,104	yes	yes	no	no	no	2025-08-20
BS0051	Park Avenue East	Hillcrest	5,414	983	no	no	no	yes	no	2025-05-06
BS0052	Meadow Avenue West	Old Town	192	614	yes	yes	no	no	no	2025-05-10
BS0053	Park Avenue	Old Town	10,204	6,052	yes	yes	yes	no	no	2025-03-05
BS0054	Market Lane South	Harbour	3,381	2,798	no	no	yes	yes	no	2025-07-31
BS0055	Church Road East	Harbour	728	3,035	no	no	yes	yes	no	2025-07-01
BS0056	Canal Lane East	Old Town	9,938	7,859	no	no	no	no	yes	2025-07-06
BS0057	Ash Lane East	Westgate	7,636	3,256	yes	yes	yes	no	no	2025-05-19
BS0058	Station Avenue North	Hillcrest	11,830	8,338	yes	yes	yes	no	yes	2025-07-04
BS0059	Canal Avenue East	Hillcrest	5,564	5,899	no	yes	no	no	yes	2025-05-07
BS0060	Chapel Hill North	Eastfield	3,519	473	no	no	yes	no	no	2025-07-12
BS0061	Willow Hill West	Riverside	9,156	5,337	yes	yes	yes	no	no	2025-09-04
BS0062	Market Way	Hillcrest	2,508	2,358	yes	yes	yes	no	no	2025-03-18
BS0063	Station Lane East	Westgate	2,932	2,280	no	no	yes	yes	no	2025-04-19
BS0064	Bridge Hill South	Harbour	10,505	8,023	no	no	no	yes	no	2025-07-19
BS0065	Meadow Street East	Riverside	11,711	8,326	yes	yes	yes	yes	yes	2025-07-31
BS0066	Willow Lane North	Riverside	8,245	3,134	no	no	yes	no	yes	2025-04-15
BS0067	Ash Street East	Riverside	8,779	6,913	yes	yes	no	yes	no	2025-04-25
BS0068	Forge Way	Harbour	1,503	3,457	no	no	yes	yes	no	2025-08-09
BS0069	Church Street South	Hillcrest	7,103	3,101	no	no	no	yes	no	2025-04-09
BS0070	Willow Lane East	Harbour	156	7,808	no	no	no	no	no	2025-04-07
BS0071	Market Way South	Old Town	7,471	6,183	yes	yes	yes	no	no	2025-08-21
BS0072	Willow Hill North	Harbour	7,676	5,667	no	no	no	no	no	2025-05-12
BS0073	Orchard Way North	North	8,644	7,412	yes	yes	yes	yes	no	2025-07-28
BS0074	Ash Way North	Riverside	5,216	2,200	no	yes	yes	yes	no	2025-03-07
BS0075	Orchard Way	North	12,000	5,487	no	no	yes	yes	no	2025-06-30
BS0076	Chapel Street	Westgate	5,121	6,862	no	yes	yes	yes	yes	2025-04-01
BS0077	Chapel Avenue	North	8,174	3,580	no	no	yes	yes	yes	2025-05-03
BS0078	Canal Lane West	Westgate	9,508	430	no	no	no	yes	no	2025-07-25
BS0079	Park Way North	Eastfield	2,786	7,492	yes	yes	yes	yes	yes	2025-06-17
BS0080	Mill Street South	North	4,303	2,768	yes	yes	yes	no	yes	2025-04-14
BS0081	Station Street	North	7,330	582	no	no	no	no	no	2025-07-12
BS0082	Station Street West	North	4,772	1,492	no	yes	yes	yes	yes	2025-08-15
BS0083	Willow Road	Riverside	8,969	8,465	yes	yes	yes	yes	no	2025-07-19
BS0084	Chapel Avenue North	Riverside	515	247	yes	yes	yes	no	no	2025-08-09
BS0085	Quarry Street	Riverside	8,271	5,522	yes	yes	yes	no	no	2025-06-30
BS0086	School Road South	Eastfield	8,467	3,984	yes	yes	no	yes	no	2025-08-25
BS0087	Bridge Avenue	North	2,272	24	no	no	yes	no	no	2025-08-21
BS0088	School Road	North	10,654	4,133	no	no	yes	yes	yes	2025-08-22
BS0089	Bridge Lane	North	467	5,612	no	no	yes	yes	yes	2025-08-20
BS0090	Bridge Way	Hillcrest	7,833	1,853	yes	yes	yes	yes	no	2025-04-09
BS0091	Willow Road West	Eastfield	4,841	2,466	yes	yes	yes	no	no	2025-04-03
BS0092	Canal Avenue North	Westgate	6,311	4,484	yes	yes	yes	yes	no	2025-05-18
BS0093	Meadow Avenue East	Westgate	5,130	2,755	yes	yes	yes	no	yes	2025-08-28
BS0094	Chapel Street East	Riverside	1,663	3,765	yes	yes	yes	no	no	2025-06-12
BS0095	Garden Way	Harbour	11,364	4,319	yes	yes	yes	no	yes	2025-07-11
BS0096	Park Lane South	Westgate	7,053	2,048	yes	yes	yes	yes	no	2025-03-18
BS0097	Station Way	Old Town	9,204	4,881	no	no	yes	no	no	2025-07-11
BS0098	School Lane West	Eastfield	3,613	221	yes	yes	yes	yes	no	2025-06-04
BS0099	Quarry Way	Harbour	5,836	477	no	yes	yes	no	no	2025-04-12
BS0100	Park Lane North	Eastfield	1,385	1,662	yes	yes	yes	yes	no	2025-05-30

End of preview. Expand in Data Studio

Open Data Notes: synthetic city-service tables

Every value in this dataset is synthetic. The tables describe a fictional city. No real city, place, survey, organisation or person is described, and the numbers must not be used as facts about anywhere. They are made for teaching: data cleaning, joins, grouping and simple charts.

table	rows	columns
`bus_stop_accessibility_2025.csv`	1,240	stop id, name, district, x/y in metres, shelter, bench, step-free access, tactile paving, audio announcements, survey date
`library_opening_hours_2026.csv`	38	branch id, name, district, opening hours for each day of the week
`street_tree_inventory_sample_2024.csv`	5,000	tree id, species (common and Latin), district, street, x/y in metres, year planted, trunk diameter, height, condition

Coordinates are metres on a local grid, not latitude and longitude. Species names are real tree species; everything about the trees is generated.

How it was made

generate.py builds all three files from a fixed seed with the Python standard library only. Running python generate.py reproduces data/ byte for byte.

Companion site

The same tables are described at https://www.arthsingh.com/open-data. That site is part of a research project on automated web agents: it records visits (time, path, request headers, a keyed hash of the IP address), as its privacy page explains. It does not set cookies or store full IP addresses.

Licence

CC0 1.0. No attribution required.

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