id int64 1 44.4k | gridimage_id int64 7 1.08M | lat float64 49.9 60.7 | lon float64 -8.62 1.75 | average float64 1 10 | variance float64 0 14.2 | votes stringlengths 5 333 | title stringlengths 2 117 | imagetaken stringlengths 10 10 | image imagewidth (px) 147 640 | __index_level_0__ int64 0 43.2k |
|---|---|---|---|---|---|---|---|---|---|---|
1 | 7 | 51.7026 | -2.20985 | 4.1111 | 1.8765 | 4,5,3,5,1,4,4,5,6 | Minchinhampton Common | 2005-03-01 | 0 | |
2 | 8 | 51.7026 | -2.19538 | 4 | 0.5 | 4,4,3,5,4,3,5,4 | The Footpath near Cuckoo Row | 2005-02-27 | 1 | |
3 | 11 | 51.7116 | -2.18094 | 4.2222 | 2.1728 | 5,4,6,5,3,4,1,4,6 | The Park, Minchinhampton | 2005-02-27 | 2 | |
4 | 20 | 53.311 | -2.51786 | 3.8 | 7.76 | 2,4,1,9,3 | The muddy fields of Antrobus | 2005-02-06 | 3 | |
5 | 22 | 53.3021 | -2.50274 | 4.1667 | 3.4722 | 8,4,2,4,3,4 | Budworth Heath | 2005-03-06 | 4 | |
6 | 30 | 54.1311 | -4.50266 | 7.5 | 2.75 | 5,7,9,9 | Steeply folded rock strata | 2005-02-00 | 5 | |
7 | 31 | 54.1491 | -4.50374 | 5.125 | 3.8594 | 4,7,5,7,8,5,3,2 | Pulrose Power Station | 2005-02-00 | 6 | |
8 | 35 | 54.2764 | -4.43464 | 8.5 | 3 | 6,10,10,10,10,6,7,9 | Clagh Ouyr, IOM | 2005-02-00 | 7 | |
9 | 36 | 54.2857 | -4.41982 | 6.5714 | 3.3878 | 8,3,8,5,8,6,8 | North Barrule, IOM. | 2005-02-00 | 8 | |
10 | 38 | 54.286 | -4.40447 | 7.2857 | 8.4898 | 9,10,4,10,5,3,10 | North Barrule summit pyramid: IOM. | 2005-02-00 | 9 | |
11 | 99 | 53.3114 | -3.52362 | 5.5 | 4.25 | 3,7,8,4 | Kinmel Bay | 2005-03-09 | 10 | |
12 | 101 | 54.3742 | -0.637457 | 4.8333 | 1.1389 | 6,6,5,4,5,3 | Lilla Cross | 0000-00-00 | 11 | |
13 | 117 | 53.3291 | -2.50306 | 3.1667 | 2.1389 | 2,2,2,3,6,4 | Sheep in Antrobus fields | 0000-00-00 | 12 | |
14 | 124 | 53.2685 | -3.35712 | 5 | 0.4 | 5,5,6,4,5 | Fields near Rhuallt | 0000-00-00 | 13 | |
15 | 125 | 53.32 | -2.51797 | 4.2857 | 3.3469 | 4,8,2,3,5,3,5 | Pool off Pools Platt Lane, Antrobus | 0000-00-00 | 14 | |
16 | 126 | 53.3201 | -2.50296 | 3.5714 | 1.6735 | 3,5,3,6,3,2,3 | Fields near Hollies Farm | 0000-00-00 | 15 | |
17 | 177 | 51.2556 | -0.76031 | 2.4 | 0.24 | 2,2,3,2,3 | Aldershot - Home of the British Army | 2000-00-00 | 16 | |
18 | 188 | 51.3742 | -0.929539 | 3.4286 | 0.8163 | 3,4,3,2,5,4,3 | Clarkes' Farm, Berks | 2000-00-00 | 17 | |
19 | 196 | 51.366 | -1.03029 | 3.125 | 5.3594 | 2,4,5,1,1,1,8,3 | Mortimer, Berks | 0000-00-00 | 18 | |
20 | 200 | 51.3754 | -1.0732 | 3.25 | 1.6875 | 4,1,4,4 | Mortimer West End, Berks | 0000-00-00 | 19 | |
21 | 204 | 51.3667 | -1.11648 | 3.4286 | 1.9592 | 2,2,2,6,4,4,4 | Aldermaston, Berks | 0000-00-00 | 20 | |
22 | 206 | 51.3756 | -1.10194 | 3.375 | 1.9844 | 6,5,2,2,2,3,3,4 | Padworth, Berks | 0000-00-00 | 21 | |
23 | 222 | 50.9718 | 0.893336 | 4.1111 | 1.8765 | 5,3,2,7,5,4,4,4,3 | Ruined church (Midley, Romney Marsh, Kent) | 0000-00-00 | 22 | |
24 | 251 | 50.7945 | -1.95034 | 3.8571 | 3.2653 | 1,4,2,6,6,3,5 | Wimborne Minster | 0000-00-00 | 23 | |
25 | 252 | 50.8213 | -1.82252 | 2.5714 | 0.2449 | 3,2,2,3,3,2,3 | Avon Heath | 0000-00-00 | 24 | |
26 | 265 | 51.0692 | 1.06203 | 3.4444 | 2.2469 | 1,2,2,5,3,3,5,5,5 | The Royal Military Canal | 2005-01-22 | 25 | |
27 | 273 | 51.3739 | -0.900807 | 1.4286 | 0.2449 | 1,2,2,1,2,1,1 | Near Farley Hill | 0000-00-00 | 26 | |
28 | 274 | 51.365 | -0.915385 | 3.75 | 1.3542 | 3,4,4,4,1,4,5,4,4,6,3,3 | Near Farley Hill | 0000-00-00 | 27 | |
29 | 277 | 51.3921 | -0.929119 | 3.3333 | 2.2222 | 1,5,2,3,5,4 | Arborfield | 0000-00-00 | 28 | |
30 | 278 | 51.3832 | -0.929329 | 3.2727 | 2.1983 | 6,1,2,3,4,2,6,3,3,3,3 | Arborfield | 0000-00-00 | 29 | |
31 | 279 | 51.392 | -0.914747 | 1.8889 | 0.9877 | 1,4,2,1,1,1,2,2,3 | Arborfield | 0000-00-00 | 30 | |
32 | 280 | 51.3829 | -0.900592 | 2 | 0.75 | 2,4,2,1,2,2,2,1 | Arborfield | 0000-00-00 | 31 | |
33 | 281 | 51.3828 | -0.886223 | 2.6667 | 0.8889 | 1,3,2,3,3,4 | Arborfield | 0000-00-00 | 32 | |
34 | 283 | 51.3825 | -0.857487 | 1.8333 | 0.4722 | 3,1,2,1,2,2 | Barkham | 0000-00-00 | 33 | |
35 | 285 | 51.3915 | -0.857263 | 1.6667 | 0.5556 | 1,1,2,2,3,1 | Finchampstead | 0000-00-00 | 34 | |
36 | 286 | 51.3913 | -0.842892 | 1.4 | 0.24 | 2,2,1,1,1 | Wokingham | 0000-00-00 | 35 | |
37 | 288 | 51.3736 | -0.872076 | 2.7143 | 3.3469 | 5,2,1,1,6,2,2 | Finchampstead | 0000-00-00 | 36 | |
38 | 320 | 50.9553 | 0.940595 | 1.2857 | 0.2041 | 2,1,1,1,1,1,2 | Lydd Airport, Kent | 0000-00-00 | 37 | |
39 | 324 | 53.9849 | -1.41281 | 3.6 | 1.84 | 5,4,4,3,1,6,3,2,4,4 | Great Wood | 0000-00-00 | 38 | |
40 | 325 | 53.9851 | -1.45856 | 2.8333 | 1.1389 | 2,2,3,5,2,3 | Near Plompton Rocks. | 0000-00-00 | 39 | |
41 | 335 | 51.3898 | -0.699189 | 2.3333 | 0.4444 | 2,3,2,2,3,3,3,2,1 | SU9066 Ascot | 0000-00-00 | 40 | |
42 | 340 | 51.4073 | -0.655554 | 2.8571 | 0.4082 | 3,3,3,3,2,4,2 | Church of St Michael and All Angels, Sunninghill | 2005-03-16 | 41 | |
43 | 342 | 51.3808 | -0.699444 | 3.4286 | 5.3878 | 2,6,1,7,1,2,5 | Ascot | 0000-00-00 | 42 | |
44 | 343 | 51.3906 | -0.771039 | 3 | 1.6 | 2,2,5,2,4 | SU8566 Great Hollands | 0000-00-00 | 43 | |
45 | 350 | 51.0236 | -0.951893 | 1.75 | 0.6875 | 3,2,1,1 | The Cricketers Inn Steep | 2005-03-16 | 44 | |
46 | 367 | 51.981 | -0.173721 | 4.3333 | 1.3333 | 5,3,5,4,6,4,2,5,5 | Baldock bypass construction on Clothall Common | 2005-03-17 | 45 | |
47 | 372 | 51.9788 | -0.184165 | 2 | 0.6667 | 1,2,2,3,3,1 | London Road, Baldock | 2005-03-17 | 46 | |
48 | 400 | 51.9456 | -0.474359 | 2.75 | 0.6875 | 2,4,3,2 | Sundon Hills | 0000-00-00 | 47 | |
49 | 408 | 53.3029 | -1.76738 | 4.7778 | 3.284 | 6,6,6,2,3,5,2,6,7 | Forest Lane Farm | 0000-00-00 | 48 | |
50 | 414 | 51.9356 | -0.465243 | 2.8333 | 2.8056 | 3,6,3,1,3,1 | Road junction between Upper Sundon & Streatley | 0000-00-00 | 49 | |
51 | 419 | 51.9537 | -0.479176 | 4.625 | 1.9844 | 2,5,6,6,3,5,6,4 | Approach to Dyer's Hall farm and Sundon Hills. | 2005-03-17 | 50 | |
52 | 422 | 51.4 | -0.813918 | 3.3333 | 2.6667 | 1,5,6,3,5,2,4,2,2 | Wokingham District, Berks | 2005-03-18 | 51 | |
53 | 440 | 51.3115 | -0.959697 | 2.7778 | 1.284 | 4,5,3,2,3,2,2,1,3 | Mattingley | 2005-03-19 | 52 | |
54 | 441 | 51.3025 | -0.9599 | 5 | 1 | 4,6,4,6 | Rotherwick | 2005-03-19 | 53 | |
55 | 443 | 51.3209 | -1.00254 | 3 | 1 | 4,4,2,2 | Hartley Wespall | 2005-03-19 | 54 | |
56 | 444 | 51.3222 | -0.992178 | 4.4 | 2.24 | 4,2,4,6,6 | Hartley Wespall | 2005-03-19 | 55 | |
57 | 446 | 51.3388 | -1.00215 | 3.8571 | 3.8367 | 1,2,3,7,4,6,4 | Stratfield Saye, Berks | 2005-03-19 | 56 | |
58 | 447 | 51.3478 | -1.00196 | 4.5 | 0.9167 | 5,6,4,4,3,5 | Stratfield Saye, Berks | 2005-03-19 | 57 | |
59 | 448 | 51.3477 | -0.987598 | 5.125 | 7.1094 | 7,7,9,3,2,1,7,5 | Stratfield Saye, Hants | 2005-03-19 | 58 | |
60 | 449 | 51.3569 | -1.01612 | 4.4286 | 0.5306 | 4,5,5,3,5,4,5 | Stratfield Saye, Berks | 2005-03-19 | 59 | |
61 | 450 | 51.3479 | -1.01631 | 3.5714 | 2.2449 | 2,5,4,4,2,6,2 | Stratfield Saye, Berks | 2005-03-19 | 60 | |
62 | 460 | 54.9338 | -4.8021 | 4.1111 | 3.2099 | 5,3,6,2,3,1,6,5,6 | Kilhern | 2003-04-19 | 61 | |
63 | 493 | 53.2762 | -1.91751 | 5.875 | 9.3594 | 7,4,3,10,2,3,10,8 | Lightwood Reservoirs | 2004-03-06 | 62 | |
64 | 496 | 53.6922 | -0.750459 | 1.75 | 0.1875 | 1,2,2,2 | Looking NE within SE8222 | 2005-03-02 | 63 | |
65 | 540 | 56.0196 | -6.25302 | 7.3333 | 2.8889 | 9,5,8 | Jura over Oronsay | 2004-07-22 | 64 | |
66 | 547 | 55.8039 | -6.00745 | 6.8 | 4.96 | 9,6,3,9,7 | Waterfall in the grounds of Jura House | 2004-07-24 | 65 | |
67 | 574 | 55.6969 | -5.27994 | 5.8 | 2.16 | 5,7,4,5,8 | Loch a'Mhullin | 2003-03-20 | 66 | |
69 | 580 | 53.0302 | -0.487808 | 4.25 | 3.1875 | 4,7,4,2 | Pilot on the Airfield | 2004-06-25 | 67 | |
70 | 584 | 51.5613 | -3.24798 | 6.75 | 1.6875 | 4,7,7,7,6,9,7,7 | Craig yr Allt | 2004-09-11 | 68 | |
71 | 587 | 51.301 | -0.802126 | 1.6 | 0.24 | 2,1,2,1,2 | Hawley | 2005-03-22 | 69 | |
72 | 617 | 52.2916 | -0.951553 | 3.9412 | 3.9377 | 5,5,2,2,4,3,5,10,5,4,3,1,5,2,3,3,5 | Spring on Brampton Hill | 2005-03-21 | 70 | |
73 | 675 | 58.3829 | -3.27418 | 6.5 | 3 | 7,10,6,4,6,8,5,6 | The Grey Cairns of Camster | 2005-03-23 | 71 | |
74 | 690 | 54.9661 | -4.08557 | 7.625 | 3.2344 | 8,10,8,8,5,10,7,5 | Kenick Burn | 2004-06-16 | 72 | |
75 | 697 | 52.3319 | -2.25684 | 4.2 | 4.16 | 8,3,4,2,4 | Hartlebury Common | 2005-03-25 | 73 | |
76 | 699 | 52.3769 | -2.22772 | 2.5556 | 0.6914 | 2,3,3,2,3,3,1,2,4 | Spennells Valley Nature Reserve | 2005-03-25 | 74 | |
77 | 700 | 52.903 | -0.951723 | 4 | 4.5714 | 3,3,1,5,9,4,4,6,1,5,4,4,1,6 | Edmondthorpe Lodge | 2003-11-04 | 75 | |
78 | 715 | 52.3679 | -2.22767 | 4.7143 | 3.3469 | 7,2,5,2,6,6,5 | Captain's Pool | 2005-03-25 | 76 | |
79 | 726 | 55.3561 | -1.9653 | 4.8 | 1.36 | 6,4,3,6,5 | Lorbottle Weststeads | 2003-04-12 | 77 | |
80 | 743 | 57.5794 | -7.46386 | 4.875 | 4.6094 | 4,4,6,9,7,2,3,4 | Baile Mor, North Uist | 2000-05-21 | 78 | |
81 | 757 | 51.3472 | -0.930167 | 6.6 | 3.84 | 6,7,10,4,6 | Bramshill Forest | 2005-03-26 | 79 | |
82 | 760 | 51.3468 | -0.887095 | 4 | 5 | 2,8,6,2,3,3 | Warbrook House, Eversley | 2005-03-26 | 80 | |
83 | 765 | 51.3381 | -0.916022 | 3.75 | 3.8542 | 6,4,8,1,2,4,4,2,2,3,3,6 | Bramshill | 2005-03-26 | 81 | |
84 | 766 | 51.3337 | -0.926175 | 5.25 | 2.6875 | 8,5,5,6,6,2,4,6 | Hazeley | 2005-03-26 | 82 | |
85 | 794 | 50.4893 | -4.86924 | 3.8571 | 4.4082 | 6,6,1,3,1,6,4 | Pawton Quoit | 2003-03-00 | 83 | |
86 | 795 | 51.7556 | -0.390206 | 5.5 | 2.25 | 3,7,6,6 | Gorhambury House | 2005-03-26 | 84 | |
87 | 832 | 51.6113 | -4.96837 | 7.8889 | 1.6543 | 6,8,10,9,8,6,9,7,8 | Bullslaughter Bay | 1994-00-00 | 85 | |
88 | 848 | 51.29 | -0.869824 | 3.3333 | 2.2222 | 3,3,3,3,4,3,7,1,3 | Elvetham | 2005-03-27 | 86 | |
89 | 849 | 51.2802 | -0.880102 | 2.4 | 0.64 | 3,1,2,3,3 | Winchfield | 2005-03-27 | 87 | |
90 | 851 | 51.2803 | -0.888704 | 3.2 | 1.76 | 6,3,1,2,4,4,3,3,2,4 | Winchfield Hurst | 2005-03-27 | 88 | |
91 | 856 | 51.2778 | -0.914573 | 2.4 | 1.44 | 2,3,3,3,1,1,1,2,5,3 | Potbridge | 2005-03-27 | 89 | |
92 | 858 | 51.2868 | -0.914361 | 3.2 | 1.36 | 2,3,2,5,4 | Shapley Heath | 2005-03-27 | 90 | |
93 | 885 | 51.4033 | -1.20204 | 4.5714 | 8.2449 | 3,6,9,8,1,3,2 | St Matthew's Parish Midgham | 2005-03-28 | 91 | |
94 | 893 | 50.7538 | -0.76936 | 4.4444 | 1.5802 | 4,3,3,6,6,3,4,5,6 | Church Norton | 2004-10-26 | 92 | |
95 | 898 | 52.0041 | 0.000458 | 2.9286 | 3.352 | 3,8,2,1,6,3,2,3,2,2,3,2,1,3 | Rokey Wood | 2005-03-27 | 93 | |
96 | 900 | 51.9891 | -0.013323 | 5 | 0.4 | 5,5,4,5,6 | Buckland, Herts | 2005-03-27 | 94 | |
97 | 904 | 52.9612 | -3.98182 | 5.8 | 3.96 | 6,3,4,6,5,3,6,8,9,8 | Marsh and Forest at foot of Moelwyn Bach | 2005-03-28 | 95 | |
98 | 905 | 52.9615 | -3.96546 | 6.875 | 5.3594 | 6,8,8,9,10,6,2,6 | Moel Dduallt | 2005-03-28 | 96 | |
99 | 915 | 51.7721 | -0.286697 | 4.5556 | 3.8025 | 6,8,3,5,1,5,3,4,6 | View East from Nashe's Farm | 2005-03-28 | 97 | |
100 | 916 | 52.9587 | -3.91321 | 9.2857 | 0.4898 | 10,8,9,10,9,9,10 | Llyn y Cefn | 2004-12-26 | 98 | |
101 | 924 | 51.7719 | -0.269312 | 3.1667 | 1.8056 | 4,5,2,1,4,3 | Woo-hoo, gravel pits! | 2005-03-28 | 99 |
End of preview. Expand
in Data Studio
license: cc-by-sa-4.0 task_categories: - image-classification - regression tags: - scenicornot - geograph - landscape - crowdsourced size_categories: - 100K<n<1M
Dataset Card for ScenicOrNot Uncompressed (Feb 26)
Dataset Summary
The ScenicOrNot Uncompressed dataset contains crowdsourced aesthetic evaluations of landscapes across Great Britain. It originates from a collaboration between the Geograph British Isles project and the Data Science Lab at Warwick Business School. Each image has been rated by at least three human volunteers on a scale of 1 (not scenic) to 10 (very scenic).
This repository provides the uncompressed images matched with their scenicness ratings, geographical metadata (latitude/longitude), and vote variances.
Supported Tasks
- Image Classification / Regression: Predicting the aesthetic "scenicness" score of an outdoor image.
- Geospatial Analysis: Correlating visual landscape features with geographical coordinates and regional planning.
Dataset Structure
Data Fields
id(int64): Unique internal identifier for the dataset row.gridimage_id(int64): The specific Geograph URI/identifier for the image.lat(float64): The latitude coordinate of where the image was captured.lon(float64): The longitude coordinate of where the image was captured.average(float64): The mean scenic score calculated from the crowdsourced votes.variance(float64): The population variance of the submitted votes.votes(string): A comma-separated list of the individual integer scores submitted by users.title(string): The title or brief description of the image as provided on Geograph.imagetaken(string): The date the image was taken (format: YYYY-MM-DD).image(image): The uncompressed photograph feature.__index_level_0__(int64): The original index level inherited from the source dataframe.
Source Data
Images are sourced from Geograph Britain and Ireland. The crowdsourced rating platform, Scenic-Or-Not, was originally created by mySociety and is currently maintained by the Data Science Lab at Warwick Business School.
Licensing and Attribution
This dataset is distributed under a Creative Commons Attribution-ShareAlike (CC BY-SA) license.
- Images and Metadata: Licensed by Geograph UK contributors.
- Scenic Ratings: Licensed by the Data Science Lab UK / mySociety under the Open Database License. When using this dataset, appropriate credit must be given to the original photographers via Geograph and the Data Science Lab UK.
- Downloads last month
- 44