1 Εντροπία

Πολλές φορές προκύπτει η ανάγκη, έχοντας τις τυχαίες τιμές μιας μεταβλητής (πχ κάποια ύψη), να δούμε πώς αυτές είναι κατανεμημένες. Αν δεν έχουμε καμιά απολύτως πληροφορία γι’ αυτές, η πιο εύλογη υπόθεση, δηλαδή η υπόθεση με τη μικρότερη μεροληψία, είναι το να δεχτούμε ότι αυτές ακολουθούν την ομοιόμορφη κατανομή (βλ. εδώ κι εδώ). Αυτό διότι δεν έχουμε λόγο να υποθέσουμε χωρίς περεταίρω στοιχεία ότι έχουμε πχ μια τάξη με ψηλούς μαθητές και λίγους κοντούς ή το αντίστροφο ή μια τάξη που έχει μόνο κοντούς και μόνο ψηλούς μαθητές κτλ. Για να κάνουμε τέτοιες παραδοχές, θα πρέπει να έχουμε κάποιες πληροφορίες παραπάνω που να δικαιολογούν τον έναν ή τον άλλο προσανατολισμό.

Αν τώρα γνωρίζουμε τη μέση τιμή και την τυπική απόκλιση των δειγμάτων, τότε η πιο εύλογη υπόθεση είναι ότι ακολουθούν την κανονική κατανομή. Όλα αυτά συνδέονται με την έννοια της εντροπίας που έχουμε δει αλλού (βλ. υποενότητα Ποικιλότητα Shannon), αλλά δεν θα εμβαθύνουμε παραπάνω. Στις παρακάτω ενότητες θα δούμε πώς βρίσκουμε την κατανομή που ενδεχομένως ν’ ακολουθούν κάποιες τιμές, αν τις γνωρίζουμε όλες τους, όχι μόνο τη μέση τιμή και την τυπική τους απόκλιση.

2 Έλεγχος Kolmogorov-Smirnov για συνεχείς κατανομές

Από τη σελίδα αυτή αντλήσαμε κάποια δεδομένα για τα δέντρα της περιοχής Camden και τα αποθηκεύσαμε σε ένα αρχείο ονόματι Trees_In_Camden.csv, του οποίου παρουσιάζουμε τις 100 πρώτες γραμμές.

Number.Of.Trees Sequence Site.Name Contract.Area Scientific.Name Common.Name Inspection.Date Inspection.Due.Date Height.In.Metres Spread.In.Metres Diameter.In.Centimetres.At.Breast.Height Maturity Physiological.Condition Tree.Set.To.Be.Removed Removal.Reason Newly.Planted Outstanding.Job.Count Outstanding.Job.Number Outstanding.Job.Description Capital.Asset.Value.For.Amenity.Trees Carbon.Storage.In.Kilograms Gross.Carbon.Sequestration.Per.Year.In.Kilograms Pollution.Removal.Per.Year.In.Grams Ward.Code Ward.Name Easting Northing Longitude Latitude Location Identifier Spatial.Accuracy Last.Uploaded Organisation.URI
1 9 FARRIER STREET Highways Vacant Tree Pit Vacant Tree Pit NA NA NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013655 Camden Town 528980 184402 -0.141401 51.54378 (51.543785, -0.141401) 00062751 Captured By Camden Officer 04/08/2023 08:30:30 PM http://opendatacommunities.org/id/london-borough-council/camden
1 54 Estate 1-158 Dorney (cons) Housing Quercus ilex Oak - Evergreen, Holm 06/06/2023 2026/2027 3.0 3.0 10 Early mature Good No NA Not Applicable NA NA NA 1078.80 NA NA NA E05013667 Primrose Hill 527397 184402 -0.164216 51.54415 (51.544146, -0.164216) 00063825 Captured By Camden Officer 04/08/2023 08:30:29 PM http://opendatacommunities.org/id/london-borough-council/camden
1 32 POLYGON ROAD Highways Temporary Aborted Tree Pit NA NA NA NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013669 St Pancras and Somers Town 529753 183159 -0.130729 51.53244 (51.532442, -0.130729) 00062856 Captured By Camden Officer 04/08/2023 08:30:36 PM http://opendatacommunities.org/id/london-borough-council/camden
1 59 Castle Road Estate 3 Housing Vacant Tree Pit Vacant Tree Pit 22/02/2023 2025/2026 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013655 Camden Town 528761 184456 -0.144541 51.54432 (51.544321, -0.144541) 00063268 Captured By Camden Officer 04/08/2023 08:30:27 PM http://opendatacommunities.org/id/london-borough-council/camden
1 12 Broadfield Estate 2 Housing Tilia europaea Lime - Common 04/03/2021 2023/2024 19.0 6.0 70 Mature Fair No NA Not Applicable 1 356414 Remove epicormic growth 37003.04 369.6 8.1 162.2 E05013670 South Hampstead 525975 184638 -0.184635 51.54658 (51.546582, -0.184635) 00002521 Captured By Camden Officer 04/08/2023 08:30:27 PM http://opendatacommunities.org/id/london-borough-council/camden
1 90 Wendling Estate Housing Sorbus aucuparia Rowan, Mountain Ash 28/07/2023 2026/2027 8.0 4.0 29 Semi-mature Good No NA Not Applicable NA NA NA 6048.50 76.3 4.4 39.3 E05013658 Gospel Oak 528028 185330 -0.154787 51.55234 (51.552341, -0.154787) 00033420 Captured By Camden Officer 04/08/2023 08:30:40 PM http://opendatacommunities.org/id/london-borough-council/camden
1 23 St Pancras Court Estate Housing Quercus ilex Oak - Evergreen, Holm 06/03/2023 2025/2026 15.0 10.0 53 Mature Fair No NA Not Applicable NA NA NA 22727.74 NA NA NA NA NA 526735 190291 -0.171646 51.59722 (51.59722, -0.171646) 00041597 Captured By Camden Officer 04/08/2023 08:30:37 PM http://opendatacommunities.org/id/london-borough-council/camden
1 61 HARTLAND ROAD Highways Vacant Tree Pit Vacant Tree Pit 30/05/2023 2026/2027 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013655 Camden Town 528591 184268 -0.147056 51.54267 (51.542671, -0.147056) 00063809 Captured By Camden Officer 04/08/2023 08:30:32 PM http://opendatacommunities.org/id/london-borough-council/camden
3 260 Branch Hill Estate Housing Fraxinus excelsior Ash 14/04/2021 2024/2025 6.0 7.0 9 Young Good No NA Not Applicable NA NA NA 873.84 NA NA NA E05013657 Frognal 525910 186075 -0.185049 51.55951 (51.559513, -0.185049) 00060810 Captured By Camden Officer 04/08/2023 08:30:27 PM http://opendatacommunities.org/id/london-borough-council/camden
1 37 SAVERNAKE ROAD Highways Koelreuteria paniculata Golden Rain Tree NA NA 3.0 2.0 4 Young Good No NA 1st year NA NA NA 153.43 NA NA NA E05013658 Gospel Oak 527756 185689 -0.158577 51.55563 (51.555634, -0.158577) 00062678 Captured By Camden Officer 04/08/2023 08:30:37 PM http://opendatacommunities.org/id/london-borough-council/camden
1 35 HADLEY STREET Highways Fraxinus excelsior Ash 30/06/2020 2023/2024 6.0 4.0 16 Semi-mature Good No NA Not Applicable NA NA NA 2485.57 18.9 1.8 31.8 E05013655 Camden Town 528675 184515 -0.145757 51.54487 (51.544872, -0.145757) 00053776 Captured By Camden Officer 04/08/2023 08:30:31 PM http://opendatacommunities.org/id/london-borough-council/camden
1 215 Coopers Lane Estate Housing Vacant Tree Pit Vacant Tree Pit 31/01/2023 2025/2026 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013669 St Pancras and Somers Town 529886 183179 -0.128799 51.53259 (51.532592, -0.128799) 00063151 Captured By Camden Officer 04/08/2023 08:30:28 PM http://opendatacommunities.org/id/london-borough-council/camden
1 47 CANTELOWES ROAD Highways Parrotia persica vanessa Persian Ironwood NA NA 3.0 2.0 4 Young Good No NA 1st year NA NA NA 153.43 NA NA NA E05013654 Camden Square 529622 184707 -0.132040 51.54638 (51.546381, -0.13204) 00063647 Captured By Camden Officer 04/08/2023 08:30:27 PM http://opendatacommunities.org/id/london-borough-council/camden
1 26 Westcroft Estate 4 Housing Gleditsia triacanthos Honey Locust 14/04/2021 2024/2025 8.0 5.0 19 Semi-mature Fair No NA Not Applicable NA NA NA 3115.59 NA NA NA NA NA 524260 185967 -0.208882 51.55891 (51.558908, -0.208882) 00038209 Captured By Camden Officer 04/08/2023 08:30:40 PM http://opendatacommunities.org/id/london-borough-council/camden
1 32 Lymington Road Estate Housing Acer campestre Maple - Field 22/02/2021 2023/2024 10.0 6.0 22 Semi-mature Good No NA Not Applicable NA NA NA 4177.14 98.6 5.0 135.0 E05013671 West Hampstead 525779 184910 -0.187358 51.54908 (51.549075, -0.187358) 00013242 Captured By Camden Officer 04/08/2023 08:30:34 PM http://opendatacommunities.org/id/london-borough-council/camden
1 40 Westcroft Estate 1 Housing Acer pseudoplatanus Sycamore 14/04/2021 2024/2025 9.0 7.0 32 Semi-mature Fair No NA Not Applicable NA NA NA 9819.53 NA NA NA NA NA 524286 186036 -0.208477 51.55952 (51.559523, -0.208477) 00038166 Captured By Camden Officer 04/08/2023 08:30:40 PM http://opendatacommunities.org/id/london-borough-council/camden
1 113 Denton Estate Housing Pinus sylvestris Pine - Scots 19/03/2020 2022/2023 2.0 2.0 5 Young Good No NA Not Applicable NA NA NA 269.70 NA NA NA E05013660 Haverstock 528388 184521 -0.149897 51.54499 (51.544994, -0.149897) 00058337 Captured By Camden Officer 04/08/2023 08:30:29 PM http://opendatacommunities.org/id/london-borough-council/camden
1 1 GLENMORE ROAD Highways Sorbus aria Whitebeam 16/09/2021 2024/2025 9.0 5.0 39 Mature Fair No NA Not Applicable NA NA NA 10209.82 320.3 10.3 76.0 E05013652 Belsize 527227 184937 -0.166480 51.54899 (51.54899, -0.16648) 00007732 Captured By Camden Officer 04/08/2023 08:30:31 PM http://opendatacommunities.org/id/london-borough-council/camden
1 8 AVENUE ROAD Highways Platanus x hispanica London plane 08/09/2021 2024/2025 20.0 16.0 96 Mature Good No NA Not Applicable NA NA NA 89480.46 2595.1 35.5 1029.0 E05013667 Primrose Hill 526913 183888 -0.171380 51.53963 (51.539635, -0.17138) 00001308 Captured By Camden Officer 04/08/2023 08:30:26 PM http://opendatacommunities.org/id/london-borough-council/camden
1 49 RODERICK ROAD Highways Malus Tschonoskii Apple - Crab NA NA 3.0 2.0 4 Young Good No NA 1st year NA NA NA 115.07 NA NA NA E05013658 Gospel Oak 527799 185542 -0.158013 51.55430 (51.5543, -0.158013) 00063617 Captured By Camden Officer 04/08/2023 08:30:37 PM http://opendatacommunities.org/id/london-borough-council/camden
1 1 BUCKNALL STREET Highways Carpinus betulus Lucas Hornbeam - European NA NA 3.0 2.0 4 Young Good No NA 1st year NA NA NA 172.61 NA NA NA E05013662 Holborn and Covent Garden 530039 181399 -0.127251 51.51656 (51.516556, -0.127251) 00063552 Captured By Camden Officer 04/08/2023 08:30:27 PM http://opendatacommunities.org/id/london-borough-council/camden
1 60 Regents Park Estate 7 Housing Malus domestica cultivar Apple 19/10/2022 2025/2026 5.0 3.0 7 Young Good No NA Not Applicable NA NA NA 317.17 NA NA NA E05013668 Regents Park 528971 182744 -0.142145 51.52889 (51.528885, -0.142145) 00059597 Captured By Camden Officer 04/08/2023 08:30:36 PM http://opendatacommunities.org/id/london-borough-council/camden
1 17 Mornington and Albert Street Estate Housing Vacant Tree Pit Vacant Tree Pit 11/10/2022 2025/2026 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013668 Regents Park 528965 183384 -0.141992 51.53464 (51.534642, -0.141992) 00062860 Captured By Camden Officer 04/08/2023 08:30:35 PM http://opendatacommunities.org/id/london-borough-council/camden
1 126 Kiln Place Estate Housing Koelreuteria paniculata Golden Rain Tree 04/03/2020 2022/2023 2.5 1.5 4 Young Good No NA Not Applicable NA NA NA 153.43 NA NA NA E05013658 Gospel Oak 528286 185534 -0.150995 51.55412 (51.554122, -0.150995) 00057566 Captured By Camden Officer 04/08/2023 08:30:33 PM http://opendatacommunities.org/id/london-borough-council/camden
1 244 Branch Hill Estate Housing Sambucus nigra Elder 14/04/2021 2024/2025 4.0 4.0 12 Semi-mature Good No NA Not Applicable NA NA NA 1035.65 NA NA NA E05013657 Frognal 525930 186011 -0.184788 51.55894 (51.558937, -0.184788) 00060785 Captured By Camden Officer 04/08/2023 08:30:27 PM http://opendatacommunities.org/id/london-borough-council/camden
1 52 Regent Square Estate Housing Prunus ‘Amanogawa’ Cherry 09/01/2023 2025/2026 6.0 3.0 22 Semi-mature Good No NA Not Applicable NA NA NA 3132.85 NA NA NA E05013666 Kings Cross 530307 182621 -0.122936 51.52748 (51.527476, -0.122936) 00057722 Captured By Camden Officer 04/08/2023 08:30:36 PM http://opendatacommunities.org/id/london-borough-council/camden
1 54 ROBERT STREET Highways Vacant Tree Pit Vacant Tree Pit NA NA NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013668 Regents Park 529153 182705 -0.139535 51.52849 (51.528493, -0.139535) 00062939 Captured By Camden Officer 04/08/2023 08:30:36 PM http://opendatacommunities.org/id/london-borough-council/camden
1 21 QUADRANT GROVE Highways Betula albosinensis Fasc. Birch - Chinese Red NA NA 3.0 2.0 4 Young Good No NA 1st year NA NA NA 115.07 NA NA NA E05013660 Haverstock 528039 185119 -0.154707 51.55044 (51.550444, -0.154707) 00063593 Captured By Camden Officer 04/08/2023 08:30:36 PM http://opendatacommunities.org/id/london-borough-council/camden
1 260 SWISS COTTAGE OPEN SPACE (LS) Parks Temporary Aborted Tree Pit NA 08/06/2023 2026/2027 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013667 Primrose Hill 526749 184241 -0.173612 51.54284 (51.54284, -0.173612) 00063829 Captured By Camden Officer 04/08/2023 08:30:38 PM http://opendatacommunities.org/id/london-borough-council/camden
1 228 West End Sidings Estate Housing Ailanthus altissima Tree of Heaven 23/02/2021 2023/2024 5.0 4.0 17 Semi-mature Fair No NA Not Applicable NA NA NA 2771.33 NA NA NA E05013656 Fortune Green 524782 184915 -0.201734 51.54934 (51.54934, -0.201734) 00058364 Captured By Camden Officer 04/08/2023 08:30:40 PM http://opendatacommunities.org/id/london-borough-council/camden
1 177 Regents Park Estate 3 Housing Vacant Tree Pit Vacant Tree Pit 18/10/2022 2025/2026 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013668 Regents Park 529105 182944 -0.140142 51.53066 (51.530658, -0.140142) 00062916 Captured By Camden Officer 04/08/2023 08:30:36 PM http://opendatacommunities.org/id/london-borough-council/camden
1 298 Branch Hill Estate Housing Acer pseudoplatanus Sycamore 30/03/2021 2023/2024 16.0 15.0 87 Mature Good No NA Not Applicable NA NA NA 72582.05 NA NA NA E05013657 Frognal 525988 186110 -0.183919 51.55982 (51.559815, -0.183919) 00032150 Captured By Camden Officer 04/08/2023 08:30:27 PM http://opendatacommunities.org/id/london-borough-council/camden
1 88 Curnock St Estate Housing Acer pseudoplatanus Sycamore 11/01/2023 2025/2026 14.0 8.0 39 Mature Fair No NA Not Applicable NA NA NA 13126.91 287.6 8.1 309.6 E05013669 St Pancras and Somers Town 529154 183708 -0.139152 51.53751 (51.537506, -0.139152) 00005260 Captured By Camden Officer 04/08/2023 08:30:28 PM http://opendatacommunities.org/id/london-borough-council/camden
1 44 LEVERTON STREET Highways Malus ‘Mokum’ Apple - Crab NA NA 3.0 2.0 4 Young Good No NA 1st year NA NA NA 115.07 NA NA NA E05013663 Kentish Town North 529103 185477 -0.139239 51.55342 (51.553419, -0.139239) 00063565 Captured By Camden Officer 04/08/2023 08:30:33 PM http://opendatacommunities.org/id/london-borough-council/camden
1 81 KENTISH TOWN PRIMARY Education Pyrus unidentified species Pear 15/12/2021 2024/2025 3.0 2.0 7 Young Good No NA Not Applicable NA NA NA 317.17 NA NA NA E05013664 Kentish Town South 529079 185103 -0.139728 51.55006 (51.55006, -0.139728) 00059822 Captured By Camden Officer 04/08/2023 08:30:33 PM http://opendatacommunities.org/id/london-borough-council/camden
1 59 Regents Park Estate 7 Housing Malus domestica cultivar Apple 19/10/2022 2025/2026 5.0 3.0 6 Young Good No NA Not Applicable NA NA NA 233.02 NA NA NA E05013668 Regents Park 528971 182739 -0.142146 51.52884 (51.528843, -0.142146) 00059596 Captured By Camden Officer 04/08/2023 08:30:36 PM http://opendatacommunities.org/id/london-borough-council/camden
1 100 St Silas Street Estate 2 Housing Ginkgo biloba Maidenhair tree 08/04/2020 2023/2024 4.0 1.0 4 Young Good No NA Not Applicable NA NA NA 172.61 1.4 0.5 3.2 E05013660 Haverstock 528107 184866 -0.153825 51.54816 (51.548158, -0.153825) 00054511 Captured By Camden Officer 04/08/2023 08:30:37 PM http://opendatacommunities.org/id/london-borough-council/camden
NA 35 Kingsland Estate Housing Buddleia Species Butterfly bush 24/03/2021 2023/2024 NA NA NA NA Good No NA NA NA NA NA NA NA NA NA E05013667 Primrose Hill 527498 183612 -0.163050 51.53702 (51.537022, -0.16305) 00060154 Captured By Camden Officer 04/08/2023 08:30:33 PM http://opendatacommunities.org/id/london-borough-council/camden
1 47 Dunboyne Road Estate Housing Acer platanoides Maple - Norway 06/03/2020 2022/2023 13.0 5.0 29 Semi-mature Good No NA Not Applicable NA NA NA 7258.21 188.8 7.2 164.9 E05013658 Gospel Oak 527771 185403 -0.158472 51.55306 (51.553055, -0.158472) 00005680 Captured By Camden Officer 04/08/2023 08:30:29 PM http://opendatacommunities.org/id/london-borough-council/camden
1 34 St Pancras Court Estate Housing Acer pseudoplatanus Sycamore 06/03/2023 2025/2026 6.0 0.0 12 Not Applicable Fair No NA Not Applicable NA NA NA 1380.87 NA NA NA NA NA 526771 190336 -0.171105 51.59761 (51.597613, -0.171105) 00052852 Captured By Camden Officer 04/08/2023 08:30:37 PM http://opendatacommunities.org/id/london-borough-council/camden
1 15 MILLMAN STREET Highways Malus yunnanensis veitchii Apple 15/06/2022 2025/2026 5.0 4.0 11 Semi-mature Good No NA Not Applicable NA NA NA 783.21 0.7 0.3 3.8 E05013662 Holborn and Covent Garden 530695 182123 -0.117529 51.52291 (51.522909, -0.117529) 00049102 Captured By Camden Officer 04/08/2023 08:30:35 PM http://opendatacommunities.org/id/london-borough-council/camden
1 56 Westcroft Estate 4 Housing Fagus sylvatica Beech - Common 14/04/2021 2024/2025 2.0 1.0 4 Young Good No NA Not Applicable NA NA NA 153.43 NA NA NA NA NA 524246 185878 -0.209114 51.55811 (51.55811, -0.209114) 00055951 Captured By Camden Officer 04/08/2023 08:30:40 PM http://opendatacommunities.org/id/london-borough-council/camden
1 237 Branch Hill Estate Housing Ilex aquifolium Holly 14/04/2021 2024/2025 5.0 5.0 15 Mature Fair No NA Not Applicable NA NA NA 2157.61 NA NA NA E05013657 Frognal 525949 185987 -0.184519 51.55871 (51.558714, -0.184519) 00060776 Captured By Camden Officer 04/08/2023 08:30:27 PM http://opendatacommunities.org/id/london-borough-council/camden
9 294 Branch Hill Estate Housing Prunus laurocerasus Laurel - Cherry 30/03/2021 2023/2024 5.0 14.0 15 Semi-mature Fair No NA Not Applicable NA NA NA 1618.21 NA NA NA E05013657 Frognal 525999 186101 -0.183768 51.55973 (51.559727, -0.183768) 00002331 Captured By Camden Officer 04/08/2023 08:30:27 PM http://opendatacommunities.org/id/london-borough-council/camden
1 46 Regents Park Estate 5 Housing Malus domestica cultivar Apple 19/10/2022 2025/2026 5.0 2.0 5 Young Good No NA Not Applicable NA NA NA 179.80 NA NA NA E05013668 Regents Park 529038 182847 -0.141136 51.52980 (51.529801, -0.141136) 00059573 Captured By Camden Officer 04/08/2023 08:30:36 PM http://opendatacommunities.org/id/london-borough-council/camden
1 20 UPPER TERRACE Highways Ulmus New Horizon Elm 05/10/2021 2024/2025 5.0 2.0 7 Young Good No NA Not Applicable NA NA NA 528.62 NA NA NA E05013659 Hampstead Town 526143 186128 -0.181673 51.55994 (51.559936, -0.181673) 00056249 Captured By Camden Officer 04/08/2023 08:30:39 PM http://opendatacommunities.org/id/london-borough-council/camden
1 27 Highgate Road Estate Housing Betula ermanii Birch - Erman’s 16/04/2020 2023/2024 9.0 4.0 16 Semi-mature Good No NA Not Applicable NA NA NA 1657.04 27.6 2.7 27.3 E05013661 Highgate 528543 185804 -0.147189 51.55648 (51.556484, -0.147189) 00045125 Captured By Camden Officer 04/08/2023 08:30:32 PM http://opendatacommunities.org/id/london-borough-council/camden
1 18 HAWLEY PRIMARY Education Carpinus betulus Hornbeam 15/03/2023 2025/2026 5.0 3.0 8 Young Good No NA Not Applicable NA NA NA 690.44 NA NA NA E05013655 Camden Town 528870 184281 -0.143040 51.54273 (51.542728, -0.14304) 00063530 Captured By Camden Officer 04/08/2023 08:30:32 PM http://opendatacommunities.org/id/london-borough-council/camden
1 55 LANGTRY CHILDREN’S CENTRE Education Vacant Tree Pit Vacant Tree Pit 24/02/2023 2025/2026 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013665 Kilburn 525693 183686 -0.189041 51.53810 (51.538097, -0.189041) 00055179 Captured By Camden Officer 04/08/2023 08:30:33 PM http://opendatacommunities.org/id/london-borough-council/camden
1 83 Kiln Place Estate Housing Acer pseudoplatanus Sycamore 04/03/2020 2022/2023 14.0 9.0 32 Semi-mature Good No NA Not Applicable NA NA NA 8837.58 237.0 8.2 348.2 E05013658 Gospel Oak 528336 185555 -0.150264 51.55430 (51.554297, -0.150264) 00032792 Captured By Camden Officer 04/08/2023 08:30:33 PM http://opendatacommunities.org/id/london-borough-council/camden
1 52 SOMALI ROAD Highways Lagerstroemia indica Rosa Nova Crape myrtle NA NA 3.0 2.0 4 Young Good No NA 1st year NA NA NA 191.79 NA NA NA E05013656 Fortune Green 524511 185520 -0.205422 51.55484 (51.554837, -0.205422) 00063458 Captured By Camden Officer 04/08/2023 08:30:37 PM http://opendatacommunities.org/id/london-borough-council/camden
1 608 Maiden Lane Estate Housing Zelkova serrata Japanese zelkova 28/10/2022 2025/2026 4.5 3.5 12 Not Applicable Good No NA Not Applicable NA NA NA 1726.09 NA NA NA E05013654 Camden Square 529988 184283 -0.126920 51.54249 (51.54249, -0.12692) 00062972 Captured By Camden Officer 04/08/2023 08:30:34 PM http://opendatacommunities.org/id/london-borough-council/camden
1 47 TOTTENHAM COURT ROAD Highways Ulmus New Horizon Elm NA NA 3.0 2.0 4 Young Good No NA 1st year NA NA NA 191.79 NA NA NA E05013653 Bloomsbury 529599 181735 -0.133461 51.51967 (51.519673, -0.133461) 00063038 Captured By Camden Officer 04/08/2023 08:30:39 PM http://opendatacommunities.org/id/london-borough-council/camden
1 48 LUPTON STREET Highways Celtis australis European nettle NA NA 3.0 2.0 4 Young Good No NA 1st year NA NA NA 191.79 NA NA NA E05013663 Kentish Town North 529137 185582 -0.138710 51.55436 (51.554355, -0.13871) 00063583 Captured By Camden Officer 04/08/2023 08:30:34 PM http://opendatacommunities.org/id/london-borough-council/camden
1 5 COTLEIGH ROAD Highways Acer platanoides Maple - Norway 14/09/2021 2024/2025 8.0 4.0 34 Mature Fair No NA Not Applicable NA NA NA 7759.73 229.9 7.1 56.0 E05013665 Kilburn 525351 184289 -0.193746 51.54359 (51.543586, -0.193746) 00004647 Captured By Camden Officer 04/08/2023 08:30:28 PM http://opendatacommunities.org/id/london-borough-council/camden
1 74 Churchway Estate Housing Alnus cordata Alder - Italian 07/02/2023 2025/2026 5.0 1.5 8 Young Good No NA Not Applicable NA NA NA 613.72 NA NA NA E05013669 St Pancras and Somers Town 529728 182769 -0.131220 51.52894 (51.528943, -0.13122) 00063206 Captured By Camden Officer 04/08/2023 08:30:28 PM http://opendatacommunities.org/id/london-borough-council/camden
1 36 Westcroft Estate 4 Housing Gleditsia triacanthos Honey Locust 14/04/2021 2024/2025 7.0 7.0 25 Semi-mature Good No NA Not Applicable NA NA NA 5394.03 NA NA NA NA NA 524285 185890 -0.208544 51.55821 (51.558214, -0.208544) 00051795 Captured By Camden Officer 04/08/2023 08:30:40 PM http://opendatacommunities.org/id/london-borough-council/camden
10 263 PARLIAMENT HILL Education Sambucus nigra Elder 14/12/2021 2024/2025 5.0 2.0 9 Semi-mature Fair No NA Not Applicable NA NA NA 524.30 9.9 1.2 737.6 E05013661 Highgate 528311 185905 -0.150507 51.55745 (51.557448, -0.150507) 00040521 Captured By Camden Officer 04/08/2023 08:30:36 PM http://opendatacommunities.org/id/london-borough-council/camden
1 225 Weedington Road Estate 2 Housing Vacant Tree Pit Vacant Tree Pit 27/07/2023 2026/2027 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013658 Gospel Oak 528176 185269 -0.152681 51.55176 (51.55176, -0.152681) 00063900 Captured By Camden Officer 04/08/2023 08:30:40 PM http://opendatacommunities.org/id/london-borough-council/camden
1 2 FERDINAND STREET Highways Liquidambar styraciflua Worple Sweetgum NA NA 3.0 2.0 4 Young Good No NA 1st year NA NA NA 153.43 NA NA NA E05013660 Haverstock 528441 184484 -0.149151 51.54464 (51.544643, -0.149151) 00062728 Captured By Camden Officer 04/08/2023 08:30:30 PM http://opendatacommunities.org/id/london-borough-council/camden
1 1188 WATERLOW PARK (LS) Parks Ulmus glabra Elm - Wych 15/04/2020 2023/2024 10.0 6.0 27 Semi-mature Fair No NA Not Applicable NA NA NA 8738.33 NA NA NA E05013661 Highgate 528547 187166 -0.146637 51.56872 (51.568721, -0.146637) 00059796 Captured By Camden Officer 04/08/2023 08:30:39 PM http://opendatacommunities.org/id/london-borough-council/camden
1 107 CHALK FARM ROAD Highways Vacant Tree Pit Vacant Tree Pit NA NA NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013655 Camden Town 528650 184207 -0.146236 51.54211 (51.542111, -0.146236) 00062828 Captured By Camden Officer 04/08/2023 08:30:28 PM http://opendatacommunities.org/id/london-borough-council/camden
1 12 MURRAY ST,CAMDEN SQ PLAYCENTRE (CL) Corporate Landlord Sorbus aria Whitebeam 08/06/2021 2024/2025 9.0 4.0 25 Semi-mature Fair No NA Not Applicable NA NA NA 4495.02 114.7 5.0 35.1 E05013654 Camden Square 529577 184495 -0.132766 51.54448 (51.544483, -0.132766) 00003082 Captured By Camden Officer 04/08/2023 08:30:35 PM http://opendatacommunities.org/id/london-borough-council/camden
1 40 Kilburn Gate Estate Housing Liriodendron tulipifera Tulip Tree 12/05/2021 2024/2025 13.0 4.0 20 Young Good No NA Not Applicable NA NA NA 3452.18 3.2 0.7 96.5 E05013665 Kilburn 525656 183422 -0.189664 51.53573 (51.535731, -0.189664) 00041492 Captured By Camden Officer 04/08/2023 08:30:33 PM http://opendatacommunities.org/id/london-borough-council/camden
1 10 Dunboyne Road Estate Housing Prunus avium Cherry - Wild, Gean 06/03/2020 2022/2023 10.0 8.0 34 Mature Good No NA Not Applicable NA NA NA 7482.59 292.5 10.6 199.5 E05013658 Gospel Oak 527735 185300 -0.159019 51.55214 (51.552141, -0.159019) 00005645 Captured By Camden Officer 04/08/2023 08:30:29 PM http://opendatacommunities.org/id/london-borough-council/camden
1 366 Branch Hill Estate Housing Tilia europaea Lime - Common 14/04/2021 2024/2025 23.0 10.0 78 Mature Fair No NA Not Applicable NA NA NA 45944.18 NA NA NA E05013657 Frognal 526043 186000 -0.183164 51.55881 (51.558814, -0.183164) 00033260 Captured By Camden Officer 04/08/2023 08:30:27 PM http://opendatacommunities.org/id/london-borough-council/camden
1 33 BEDFORD PLACE Highways Koelreuteria paniculata Golden Rain Tree NA NA 4.0 2.0 4 Young Good No NA 1st year NA NA NA 153.43 NA NA NA E05013653 Bloomsbury 530263 181787 -0.123881 51.51999 (51.519992, -0.123881) 00063337 Captured By Camden Officer 04/08/2023 08:30:26 PM http://opendatacommunities.org/id/london-borough-council/camden
1 31 RHYL COMMUNITY PRIMARY Education Vacant Tree Pit Vacant Tree Pit 23/03/2023 2025/2026 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013660 Haverstock 528309 184788 -0.150938 51.54741 (51.547412, -0.150938) 00058663 Captured By Camden Officer 04/08/2023 08:30:36 PM http://opendatacommunities.org/id/london-borough-council/camden
1 15 SANDALL ROAD Highways Sorbus intermedia Whitebeam - Swedish 01/06/2020 2023/2024 4.0 1.5 6 Young Good No NA Not Applicable NA NA NA 310.70 NA NA NA E05013664 Kentish Town South 529430 184709 -0.134813 51.54644 (51.546439, -0.134813) 00058933 Captured By Camden Officer 04/08/2023 08:30:37 PM http://opendatacommunities.org/id/london-borough-council/camden
1 44 Westcroft Estate 4 Housing Crataegus crus-galli Hawthorn - Cockspur thorn 14/04/2021 2024/2025 5.0 3.0 10 Semi-mature Fair No NA Not Applicable NA NA NA 647.28 NA NA NA NA NA 524200 185931 -0.209762 51.55860 (51.558598, -0.209762) 00038200 Captured By Camden Officer 04/08/2023 08:30:40 PM http://opendatacommunities.org/id/london-borough-council/camden
1 566 WATERLOW PARK (LS) Parks Ilex aquifolium Holly 22/03/2022 2024/2025 7.0 4.0 19 Semi-mature Fair No NA Not Applicable NA NA NA 3461.77 42.3 2.7 44.5 E05013661 Highgate 528743 187096 -0.143838 51.56805 (51.568054, -0.143838) 00021425 Captured By Camden Officer 04/08/2023 08:30:39 PM http://opendatacommunities.org/id/london-borough-council/camden
1 20 LOWER MERTON RISE Highways Malus ‘Rudolph’ Apple - Crab NA NA 3.0 2.0 4 Young Good No NA 1st year NA NA NA 115.07 NA NA NA E05013667 Primrose Hill 527271 184117 -0.166140 51.54161 (51.541613, -0.16614) 00063421 Captured By Camden Officer 04/08/2023 08:30:34 PM http://opendatacommunities.org/id/london-borough-council/camden
1 49 YORK WAY Highways Liquidambar styraciflua Sweet Gum 23/08/2022 2025/2026 5.0 2.0 6 Young Fair No NA Not Applicable NA NA NA 310.70 1.0 0.2 9.3 NA NA 530332 183193 -0.122363 51.53261 (51.532611, -0.122363) 00054803 Captured By Camden Officer 04/08/2023 08:30:40 PM http://opendatacommunities.org/id/london-borough-council/camden
1 339 Branch Hill Estate Housing Fraxinus excelsior Ash 14/04/2021 2024/2025 15.0 7.0 26 Semi-mature Good No NA Not Applicable NA NA NA 6563.46 NA NA NA E05013657 Frognal 525969 185976 -0.184238 51.55861 (51.558611, -0.184238) 00002259 Captured By Camden Officer 04/08/2023 08:30:27 PM http://opendatacommunities.org/id/london-borough-council/camden
1 25 Hilgrove Estate 2 Housing Sorbus aria Whitebeam 04/03/2021 2023/2024 12.0 8.0 43 Mature Good No NA Not Applicable NA NA NA 15957.69 438.7 12.4 232.1 E05013670 South Hampstead 526568 184222 -0.176239 51.54271 (51.54271, -0.176239) 00010481 Captured By Camden Officer 04/08/2023 08:30:32 PM http://opendatacommunities.org/id/london-borough-council/camden
1 62 Cromer Street Estate 1 Housing Vacant Tree Pit Vacant Tree Pit 06/01/2023 2025/2026 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013666 Kings Cross 530445 182679 -0.120927 51.52796 (51.527962, -0.120927) 00063131 Captured By Camden Officer 04/08/2023 08:30:28 PM http://opendatacommunities.org/id/london-borough-council/camden
1 97 West Kentish Town Estate 2 Housing Temporary Aborted Tree Pit NA 15/04/2020 2023/2024 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013660 Haverstock 528466 185010 -0.148599 51.54937 (51.549367, -0.148599) 00057610 Captured By Camden Officer 04/08/2023 08:30:40 PM http://opendatacommunities.org/id/london-borough-council/camden
1 37 JUDD STREET Highways Vacant Tree Pit Vacant Tree Pit 27/07/2023 2026/2027 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013653 Bloomsbury 530113 182732 -0.125696 51.52852 (51.528516, -0.125696) 00063902 Captured By Camden Officer 04/08/2023 08:30:33 PM http://opendatacommunities.org/id/london-borough-council/camden
1 100 Westcroft Estate 1 Housing Prunus ‘Accolade’ Cherry 14/04/2021 2024/2025 2.5 1.0 4 Young Good No NA Not Applicable NA NA NA 115.07 NA NA NA NA NA 524241 185974 -0.209151 51.55898 (51.558979, -0.209151) 00058444 Captured By Camden Officer 04/08/2023 08:30:40 PM http://opendatacommunities.org/id/london-borough-council/camden
1 31 Westcroft Estate 1 Housing Fraxinus excelsior Ash 14/04/2021 2024/2025 19.0 12.0 60 Mature Fair No NA Not Applicable NA NA NA 27185.90 NA NA NA NA NA 524149 185923 -0.210503 51.55854 (51.558539, -0.210503) 00007551 Captured By Camden Officer 04/08/2023 08:30:40 PM http://opendatacommunities.org/id/london-borough-council/camden
1 48 RODERICK ROAD Highways Parrotia persica vanessa Persian Ironwood NA NA 3.0 2.0 4 Young Good No NA 1st year NA NA NA 153.43 NA NA NA E05013658 Gospel Oak 527796 185555 -0.158052 51.55442 (51.554417, -0.158052) 00063616 Captured By Camden Officer 04/08/2023 08:30:37 PM http://opendatacommunities.org/id/london-borough-council/camden
1 39 Kilburn Gate Estate Housing Aesculus hippocastanum Horse Chestnut 12/05/2021 2024/2025 7.0 4.0 16 Young Good No NA Not Applicable NA NA NA 2761.74 24.1 2.0 37.0 E05013665 Kilburn 525685 183478 -0.189226 51.53623 (51.536229, -0.189226) 00041491 Captured By Camden Officer 04/08/2023 08:30:33 PM http://opendatacommunities.org/id/london-borough-council/camden
1 130 Westcroft Close Estate Housing Acer saccharinum Maple - Silver 22/02/2021 2023/2024 13.0 5.0 20 Semi-mature Fair No NA Not Applicable NA NA NA 2876.82 99.7 4.1 126.4 NA NA 524262 185646 -0.208969 51.55602 (51.556023, -0.208969) 00041678 Captured By Camden Officer 04/08/2023 08:30:40 PM http://opendatacommunities.org/id/london-borough-council/camden
1 165 Clarence Way Estate NW1 Housing Vacant Tree Pit Vacant Tree Pit 03/03/2023 2025/2026 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013655 Camden Town 528889 184391 -0.142722 51.54371 (51.543711, -0.142722) 00063342 Captured By Camden Officer 04/08/2023 08:30:28 PM http://opendatacommunities.org/id/london-borough-council/camden
1 60 Ingestre Road Estate Housing Quercus robur Oak - Common, Pedunculate 28/02/2023 2025/2026 13.0 8.0 30 Semi-mature Good No NA Not Applicable NA NA NA 8738.33 119.5 6.2 132.5 E05013663 Kentish Town North 528793 185803 -0.143591 51.55642 (51.556424, -0.143591) 00011273 Captured By Camden Officer 04/08/2023 08:30:33 PM http://opendatacommunities.org/id/london-borough-council/camden
0 29 CARLINGFORD ROAD Highways Vacant Tree Pit Vacant Tree Pit NA NA NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013659 Hampstead Town 526839 185733 -0.171777 51.55624 (51.556235, -0.171777) 00063122 Captured By Camden Officer 04/08/2023 08:30:27 PM http://opendatacommunities.org/id/london-borough-council/camden
1 2 St Pancras Court Estate Housing Acer pseudoplatanus Sycamore 06/03/2023 2025/2026 11.0 8.0 41 Young Fair No NA Not Applicable NA NA NA 14507.78 NA NA NA NA NA 526789 190293 -0.170860 51.59722 (51.597223, -0.17086) 00041576 Captured By Camden Officer 04/08/2023 08:30:37 PM http://opendatacommunities.org/id/london-borough-council/camden
1 154 Cressfield & Woodyard Estate Housing Temporary Aborted Tree Pit NA 25/07/2023 2026/2027 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013658 Gospel Oak 528346 185337 -0.150203 51.55233 (51.55233, -0.150203) 00060747 Captured By Camden Officer 04/08/2023 08:30:28 PM http://opendatacommunities.org/id/london-borough-council/camden
1 33 LYMINGTON ROAD Highways Carpinus betulus ‘Fastigiata’ NA 16/08/2021 2024/2025 5.0 2.0 9 Young Good No NA Not Applicable NA NA NA 655.38 NA NA NA E05013671 West Hampstead 525766 184955 -0.187530 51.54948 (51.549478, -0.18753) 00057087 Captured By Camden Officer 04/08/2023 08:30:34 PM http://opendatacommunities.org/id/london-borough-council/camden
1 85 Barnfield/Woodfield Estate Housing Vacant Tree Pit Vacant Tree Pit 24/07/2023 2026/2027 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013658 Gospel Oak 527705 185244 -0.159474 51.55164 (51.551642, -0.159474) 00063891 Captured By Camden Officer 04/08/2023 08:30:26 PM http://opendatacommunities.org/id/london-borough-council/camden
1 704 Maiden Lane Estate Housing Celtis australis European nettle NA NA 3.0 2.0 4 Young Good No NA 1st year NA NA NA 191.79 NA NA NA E05013654 Camden Square 529865 184176 -0.128731 51.54156 (51.541555, -0.128731) 00063668 Captured By Camden Officer 04/08/2023 08:30:34 PM http://opendatacommunities.org/id/london-borough-council/camden
1 67 Regents Park Estate 7 Housing Parrotia persica vanessa Persian Ironwood NA NA 3.0 2.0 4 Young Good No NA 1st year NA NA NA 153.43 NA NA NA E05013668 Regents Park 529062 182735 -0.140835 51.52879 (51.528787, -0.140835) 00063670 Captured By Camden Officer 04/08/2023 08:30:36 PM http://opendatacommunities.org/id/london-borough-council/camden
1 325 WATERLOW PARK (LS) Parks Acer pseudoplatanus Sycamore 27/05/2022 2025/2026 9.0 9.0 67 Mature Poor No NA Not Applicable NA NA NA 25828.05 1185.9 18.0 348.2 E05013661 Highgate 528772 187267 -0.143358 51.56958 (51.56958, -0.143358) 00021037 Captured By Camden Officer 04/08/2023 08:30:39 PM http://opendatacommunities.org/id/london-borough-council/camden
1 41 GRANARY STREET Highways Ulmus New Horizon Elm NA NA 3.0 2.0 4 Young Good No NA 1st year NA NA NA 191.79 NA NA NA E05013669 St Pancras and Somers Town 529611 183665 -0.132578 51.53701 (51.537014, -0.132578) 00062752 Captured By Camden Officer 04/08/2023 08:30:31 PM http://opendatacommunities.org/id/london-borough-council/camden
1 66 Raglan Street Estate Housing Vacant Tree Pit Vacant Tree Pit 16/02/2023 2025/2026 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013664 Kentish Town South 528889 184913 -0.142527 51.54840 (51.548396, -0.142527) 00063249 Captured By Camden Officer 04/08/2023 08:30:36 PM http://opendatacommunities.org/id/london-borough-council/camden
1 363 Branch Hill Estate Housing Tilia europaea Lime - Common 14/04/2021 2024/2025 23.0 9.0 80 Mature Fair No NA Not Applicable NA NA NA 48330.50 NA NA NA E05013657 Frognal 526040 186005 -0.183206 51.55886 (51.558855, -0.183206) 00002277 Captured By Camden Officer 04/08/2023 08:30:27 PM http://opendatacommunities.org/id/london-borough-council/camden
1 40 GLENBROOK ROAD Highways Vacant Tree Pit Vacant Tree Pit 04/08/2023 2026/2027 NA NA NA NA NA No NA NA NA NA NA NA NA NA NA E05013671 West Hampstead 525095 185067 -0.197163 51.55064 (51.550636, -0.197163) 00063921 Captured By Camden Officer 04/08/2023 08:30:31 PM http://opendatacommunities.org/id/london-borough-council/camden
1 23 BOUNDARY ROAD Highways Tilia euchlora Lime - Caucasian 12/08/2021 2024/2025 7.0 3.0 11 Young Fair No NA Not Applicable NA NA NA 979.01 3.9 0.6 4.5 E05013665 Kilburn 526104 183765 -0.183079 51.53871 (51.53871, -0.183079) 00048051 Captured By Camden Officer 04/08/2023 08:30:26 PM http://opendatacommunities.org/id/london-borough-council/camden
1 20 St Pancras Court Estate Housing Prunus domestica Plum - Common 06/03/2023 2025/2026 6.0 3.0 30 Mature Fair No NA Not Applicable NA NA NA 4530.98 NA NA NA NA NA 526737 190328 -0.171598 51.59755 (51.597554, -0.171598) 00041594 Captured By Camden Officer 04/08/2023 08:30:37 PM http://opendatacommunities.org/id/london-borough-council/camden
1 113 YORK WAY Highways Platanus x hispanica London plane 19/08/2022 2025/2026 14.0 5.0 24 Semi-mature Good No NA Not Applicable NA NA NA 5592.53 NA NA NA E05013666 Kings Cross 530186 183909 -0.124201 51.53908 (51.539077, -0.124201) 00062664 Captured By Camden Officer 04/08/2023 08:30:40 PM http://opendatacommunities.org/id/london-borough-council/camden

Θα εξετάσουμε ποια είναι η κατανομή των διαμέτρων των δέντρων στο ύψος του στήθους ενός ανθρώπου. Για λόγους ευκολίας, λοιπόν, ορίζουμε αρχικά:

diametros <- Trees_In_Camden$Diameter.In.Centimetres.At.Breast.Height

Η διάμετρος ενός δέντρου είναι συνεχής μεταβλητή, με την έννοια ότι μπορεί να πάρει όλες τις πιθανές τιμές σε ένα διάστημα. Μπορεί, δηλαδή, να γίνει 13cm, 14cm, αλλά και 13.5cm ή και 13.78cm. Για να δούμε, λοιπόν, ποια κατανομή ακολουθεί, θα χρησιμοποιήσουμε τον έλεγχο Kolmogorov-Smirnov.

Υπάρχουν πολλές συνεχείς κατανομές, εμείς θα αρκεστούμε σε δύο βασικές: την ομοιόμορφη και την εκθετική. Σημαντική είναι και η κανονική, αλλά με αυτήν θα ασχοληθούμε ειδικότερα σε άλλη ενότητα. Ο ενδιαφερόμενος αναγνώστης μπορεί να κάνει την δικιά του έρευνα, αν δεν τον καλύπτει αυτή η μικρή λίστα. Σε κάθε περίπτωση η μηδενική υπόθεση θα είναι ότι το δείγμα μας έχει αντληθεί από την τάδε κατανομή. Έτσι, αν η \(\boldsymbol{\mathcal{H}_0}\) απορρίπτεται, πάει να πει πως το δείγμα μας δεν ακολουθούσε αυτή την κατανομή. Αντίθετα, αν η \(\boldsymbol{\mathcal{H}_0}\) δεν καταφέρουμε να απορριφθεί, τότε δεν έχουμε επαρκή στοιχεία να διαπιστώσουμε ότι δεν ακολουθεί το δείγμα αυτή την κατανομή, άρα αναγκαστικά δεχόμαστε ότι την ακολουθεί.

Επειδή θα έχουμε πρόβλημα με τις μη διαθέσιμες τιμές (NA), τις εξαλείφουμε, γράφοντας:

diametrosNA <- diametros[!is.na(diametros)]

Αρχικά θα ελέγξουμε αν οι διάμετροι ακολουθούν την ομοιόμορφη κατανομή με το ίδιο εύρος με αυτό του δείγματος. Έτσι γράφουμε:

ks.test(diametrosNA, "punif", min = min(diametrosNA), max = max(diametrosNA))
## Warning in ks.test.default(diametrosNA, "punif", min = min(diametrosNA), : ties should not be
## present for the one-sample Kolmogorov-Smirnov test
## 
##  Asymptotic one-sample Kolmogorov-Smirnov test
## 
## data:  diametrosNA
## D = 0.71701, p-value < 2.2e-16
## alternative hypothesis: two-sided

Βρίσκουμε έτσι ότι η p-τιμή είναι μικροσκοπική, άρα η μηδενική υπόθεση θα πρέπει να απορριφθεί ως απίθανη. Συνεπώς, δεν ακολουθεί την ομοιόμορφη κατανομή. Το μήνυμα προειδοποίησης έχει να κάνει με το γεγονός ότι υπάρχουν πολλές ίσες διάμετροι, πράγμα ανεπιθύμητο στον έλεγχο Kolmogorov-Smirnov. Για αρχή θα αγνοήσουμε αυτό το σφάλμα.

Εύλογα θα πει κανείς «Είναι δυνατόν να πάρουμε σβάρνα όλες τις κατανομές, μέχρι να πετύχουμε τη σωστή;». Δεν θα είχε άδικο. Προς τούτο θα κάνουμε το ιστόγραμμα των διαμέτρων, μήπως μας προσανατολίσει.

hist(diametrosNA)

Το ιστόγραμμα μοιάζει πολύ με αυτό των εκθετικών κατανομών. Οπότε θα κάνουμε και τον σχετικό έλεγχο.

Αν ακολουθούν την εκθετική κατανομή, αυτή θα έχει παράμετρο τον αντίστροφο της μέσης τιμής του δείγματος. Οπότε γράφουμε:

ks.test(diametrosNA, "pexp", rate = 1/mean(diametrosNA))
## Warning in ks.test.default(diametrosNA, "pexp", rate = 1/mean(diametrosNA)): ties should not
## be present for the one-sample Kolmogorov-Smirnov test
## 
##  Asymptotic one-sample Kolmogorov-Smirnov test
## 
## data:  diametrosNA
## D = 0.095587, p-value < 2.2e-16
## alternative hypothesis: two-sided

Εξακολουθεί, φυσικά, να προκύπτει το ίδιο μήνυμα προειδοποίησης. Το αναπάντεχο είναι ότι τελικά το δείγμα δεν ακολουθεί ούτε την εκθετική κατανομή, αφού κι εδώ η p-τιμή είναι μικρότερη του 0.05. Κι αυτό είναι ένα μάθημα που θα πρέπει να πάρουμε ως προς το πόσο μπορούμε να εμπιστευόμαστε μόνο ένα στατιστικό εργαλείο, πχ τα ιστογράμματα.

Συνολικά γράψαμε τον κώδικα:

diametros <- Trees_In_Camden$`Diameter In Centimetres At Breast Height`
diametrosNA <- diametros[!is.na(diametros)]
ks.test(diametrosNA, "punif", min = min(diametrosNA), max = max(diametrosNA))
hist(diametrosNA)
ks.test(diametrosNA, "pexp", rate = 1/mean(diametrosNA))

3 Έλεγχος χ2 για διακριτές κατανομές

Εδώ θ’ ασχοληθούμε με τις θέσεις στάθμευσης στο Camden του Λονδίνου. Προφανώς, πρόκειται για διακριτή κατανομή, αφού μπορούμε να έχουμε μόνο ακέραιο αριθμό θέσεων πάρκινγκ. Δεν μπορούμε να έχουμε πχ 2.5 ή 1.97 θέσεις πάρκινγκ. Έτσι, δεν θα χρησιμοποιήσουμε τον έλεγχο Kolmogorov-Smirnov, αλλά τον έλεγχο \(\chi^2\). Και πάλι, βέβαια, η μηδενική υπόθεση θα είναι ότι ακολουθείται η εκάστοτε κατανομή.

Αντλήσαμε στοιχεία πάλι από εδώ και τ’ αποθηκεύσαμε σε ένα αρχείο ονόματι Parking_Bays.csv.

Restriction.Type Parking.Spaces Times.Of.Operation Maximum.Stay Tariff Cashless.Identifier Nearest.Machine Road.Name Postcode Controlled.Parking.Zone Valid.Parking.Permits Parking.Bay.Length.Metres Disclaimer Easting Northing Longitude Latitude EPSG.27700.Well.Known.Text.Geometry EPSG.4326.Well.Known.Text.Geometry EPSG.27700.GeoJSON.Geometry EPSG.4326.GeoJSON.Geometry Unique.Identifier Spatial.Accuracy Last.Uploaded Location Organisation.URI
resident permit holders only 6 mon-fri 09:00-18:30, sat 09:30-13:30 N/A N/A N/A N/A Daleham Gardens NW3 5DA CA-B CA-B 30 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 526698 184847 -0.174138 51.54830 MULTILINESTRING ((526696.96 184832.16,526698.99 184832.21,526698.98 184832.48,526698.06 184862.11,526698.05 184862.3,526696.03 184862.22)) LINESTRING (-0.174156 51.548168,-0.174127 51.548168,-0.174127 51.548171,-0.17413 51.548437,-0.17413 51.548439,-0.174159 51.548439) {“type”:“MultiLineString”,“coordinates”:[[[526696.96,184832.16],[526698.99,184832.21],[526698.98,184832.48],[526698.06,184862.11],[526698.05,184862.3],[526696.03,184862.22]]]} {“type”:“LineString”,“coordinates”:[[-0.174156,51.548168],[-0.174127,51.548168],[-0.174127,51.548171],[-0.17413,51.548437],[-0.17413,51.548439],[-0.174159,51.548439]]} 46035565 Defined By Custodian 04/08/2023 11:00:33 PM (51.548304, -0.174138) http://opendatacommunities.org/id/london-borough-council/camden
paid-for / permit holders 1 mon-fri 08:30-18:00 2 hours £4.83 (non-diesel) / £5.87 (diesel) 14061 N/A Erskine Road NW1 8UT CA-J CA-J 6 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 527902 184149 -0.157035 51.54176 MULTILINESTRING ((527904.14 184146.06,527905.33 184147.72,527899.88 184151.87,527898.7 184150.25)) LINESTRING (-0.157005 51.54173,-0.156987 51.541745,-0.157064 51.541784,-0.157082 51.541769) {“type”:“MultiLineString”,“coordinates”:[[[527904.14,184146.06],[527905.33,184147.72],[527899.88,184151.87],[527898.7,184150.25]]]} {“type”:“LineString”,“coordinates”:[[-0.157005,51.54173],[-0.156987,51.541745],[-0.157064,51.541784],[-0.157082,51.541769]]} 46134498 Defined By Custodian 04/08/2023 11:00:34 PM (51.541757, -0.157035) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 1 mon-sat 09:00-19:00 N/A N/A N/A N/A Chesterford Gardens NW3 7DE CA-H CA-H 6 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 525924 185626 -0.185009 51.55547 MULTILINESTRING ((525922.6 185628.57,525921.34 185626.96,525926.1 185623.1,525927.27 185624.77)) LINESTRING (-0.185033 51.555499,-0.185052 51.555485,-0.184985 51.555449,-0.184967 51.555464) {“type”:“MultiLineString”,“coordinates”:[[[525922.6,185628.57],[525921.34,185626.96],[525926.1,185623.1],[525927.27,185624.77]]]} {“type”:“LineString”,“coordinates”:[[-0.185033,51.555499],[-0.185052,51.555485],[-0.184985,51.555449],[-0.184967,51.555464]]} 46035067 Defined By Custodian 04/08/2023 11:00:32 PM (51.555474, -0.185009) http://opendatacommunities.org/id/london-borough-council/camden
disabled (dedicated) 1 at any time N/A N/A N/A N/A Grafton Road NW5 3LG CA-L N/A 6 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528757 184756 -0.144485 51.54702 MULTILINESTRING ((528758.3 184752.84,528760.08 184753.94,528756.46 184759.52,528754.73 184758.38)) LINESTRING (-0.144473 51.54699,-0.144447 51.546999,-0.144497 51.54705,-0.144523 51.54704) {“type”:“MultiLineString”,“coordinates”:[[[528758.3,184752.84],[528760.08,184753.94],[528756.46,184759.52],[528754.73,184758.38]]]} {“type”:“LineString”,“coordinates”:[[-0.144473,51.54699],[-0.144447,51.546999],[-0.144497,51.54705],[-0.144523,51.54704]]} 46133459 Defined By Custodian 04/08/2023 11:00:32 PM (51.54702, -0.144485) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 2 mon-fri 08:30-18:30, sat 08:30-13:30 N/A N/A N/A N/A Thanet Street WC1H 9QG CA-D CA-D 11 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530141 182597 -0.125341 51.52730 MULTILINESTRING ((530142.39 182592.74,530143.99 182593.78,530143.89 182593.94,530138.08 182603.57,530136.38 182602.45)) LINESTRING (-0.125322 51.52726,-0.125298 51.527269,-0.125299 51.52727,-0.12538 51.527358,-0.125405 51.527349) {“type”:“MultiLineString”,“coordinates”:[[[530142.39,182592.74],[530143.99,182593.78],[530143.89,182593.94],[530138.08,182603.57],[530136.38,182602.45]]]} {“type”:“LineString”,“coordinates”:[[-0.125322,51.52726],[-0.125298,51.527269],[-0.125299,51.52727],[-0.12538,51.527358],[-0.125405,51.527349]]} 46043313 Defined By Custodian 04/08/2023 11:00:33 PM (51.527301, -0.125341) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 6 mon-fri 08:30-18:30 N/A N/A N/A N/A Parsifal Road NW3 7BP CA-P CA-P 30 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 525374 185527 -0.192980 51.55471 MULTILINESTRING ((525384.56 185538.82,525383.21 185539.94,525383.11 185539.83,525363.75 185515.62,525363.67 185515.52,525365.12 185514.37)) LINESTRING (-0.192822 51.554812,-0.192841 51.554822,-0.192843 51.554822,-0.19313 51.554608,-0.193131 51.554607,-0.193111 51.554597) {“type”:“MultiLineString”,“coordinates”:[[[525384.56,185538.82],[525383.21,185539.94],[525383.11,185539.83],[525363.75,185515.62],[525363.67,185515.52],[525365.12,185514.37]]]} {“type”:“LineString”,“coordinates”:[[-0.192822,51.554812],[-0.192841,51.554822],[-0.192843,51.554822],[-0.19313,51.554608],[-0.193131,51.554607],[-0.193111,51.554597]]} 46043991 Defined By Custodian 04/08/2023 11:00:33 PM (51.554711, -0.19298) http://opendatacommunities.org/id/london-borough-council/camden
disabled (dedicated) 1 at any time N/A N/A N/A N/A Maygrove Road NW6 2EP CA-Q N/A 6 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 525083 184768 -0.197439 51.54795 MULTILINESTRING ((525086.26 184766.73,525086.51 184768.72,525080.33 184769.53,525080.08 184767.54)) LINESTRING (-0.197397 51.547939,-0.197392 51.547957,-0.197481 51.547966,-0.197486 51.547948) {“type”:“MultiLineString”,“coordinates”:[[[525086.26,184766.73],[525086.51,184768.72],[525080.33,184769.53],[525080.08,184767.54]]]} {“type”:“LineString”,“coordinates”:[[-0.197397,51.547939],[-0.197392,51.547957],[-0.197481,51.547966],[-0.197486,51.547948]]} 46126866 Defined By Custodian 04/08/2023 11:00:32 PM (51.547953, -0.197439) http://opendatacommunities.org/id/london-borough-council/camden
car club 1 at any time N/A N/A N/A N/A Belsize Crescent NW3 5QT CA-B N/A 5 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 526773 185035 -0.172985 51.54998 MULTILINESTRING ((526772.14 185032.67,526774.16 185032.54,526774.25 185037.7,526772.09 185037.81)) LINESTRING (-0.173 51.549954,-0.172971 51.549952,-0.172968 51.549998,-0.172999 51.55) {“type”:“MultiLineString”,“coordinates”:[[[526772.14,185032.67],[526774.16,185032.54],[526774.25,185037.7],[526772.09,185037.81]]]} {“type”:“LineString”,“coordinates”:[[-0.173,51.549954],[-0.172971,51.549952],[-0.172968,51.549998],[-0.172999,51.55]]} 46035117 Defined By Custodian 04/08/2023 11:00:32 PM (51.549976, -0.172985) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 2 mon-fri 08:30-18:30 N/A N/A N/A N/A Churchway NW1 1LT CA-G CA-G 15 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529754 182837 -0.130821 51.52955 MULTILINESTRING ((529756.86 182830.17,529754.75 182829.97,529754.52 182833.56,529753.49 182839.9,529752.38 182845.04,529754.74 182845.24)) LINESTRING (-0.130789 51.529482,-0.130819 51.529481,-0.130821 51.529513,-0.130834 51.529571,-0.130848 51.529617,-0.130814 51.529618) {“type”:“MultiLineString”,“coordinates”:[[[529756.86,182830.17],[529754.75,182829.97],[529754.52,182833.56],[529753.49,182839.9],[529752.38,182845.04],[529754.74,182845.24]]]} {“type”:“LineString”,“coordinates”:[[-0.130789,51.529482],[-0.130819,51.529481],[-0.130821,51.529513],[-0.130834,51.529571],[-0.130848,51.529617],[-0.130814,51.529618]]} 46049338 Defined By Custodian 04/08/2023 11:00:33 PM (51.529547, -0.130821) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 4 mon-fri 08:30-18:30 N/A N/A N/A N/A Patshull Road NW5 2LE CA-M CA-M 15 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529283 184769 -0.136911 51.54701 MULTILINESTRING ((529274.73 184770.2,529274.7 184768.46,529290.23 184766.89,529290.42 184768.67)) LINESTRING (-0.137023 51.547028,-0.137024 51.547012,-0.136801 51.546994,-0.136797 51.54701) {“type”:“MultiLineString”,“coordinates”:[[[529274.73,184770.2],[529274.7,184768.46],[529290.23,184766.89],[529290.42,184768.67]]]} {“type”:“LineString”,“coordinates”:[[-0.137023,51.547028],[-0.137024,51.547012],[-0.136801,51.546994],[-0.136797,51.54701]]} 46048639 Defined By Custodian 04/08/2023 11:00:33 PM (51.547011, -0.136911) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 2 mon-fri 10:00-12:00 N/A N/A N/A N/A Dartmouth Park Avenue NW5 1JP CA-U CA-U 11 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528897 186401 -0.141873 51.56177 MULTILINESTRING ((528900.75 186405,528901.94 186403.63,528892.87 186396.39,528891.71 186397.8)) LINESTRING (-0.141815 51.561805,-0.141798 51.561792,-0.141931 51.561729,-0.141948 51.561742) {“type”:“MultiLineString”,“coordinates”:[[[528900.75,186405],[528901.94,186403.63],[528892.87,186396.39],[528891.71,186397.8]]]} {“type”:“LineString”,“coordinates”:[[-0.141815,51.561805],[-0.141798,51.561792],[-0.141931,51.561729],[-0.141948,51.561742]]} 46044815 Defined By Custodian 04/08/2023 11:00:33 PM (51.561767, -0.141873) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 3 mon-fri 08:30-18:30 N/A N/A N/A N/A Chalton Street NW1 1ET CA-G CA-G 19 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529754 182931 -0.130800 51.53039 MULTILINESTRING ((529748.69 182939.4,529747.23 182938.43,529758.25 182921.73,529759.88 182922.84)) LINESTRING (-0.130866 51.530466,-0.130887 51.530457,-0.130735 51.530305,-0.130711 51.530314) {“type”:“MultiLineString”,“coordinates”:[[[529748.69,182939.4],[529747.23,182938.43],[529758.25,182921.73],[529759.88,182922.84]]]} {“type”:“LineString”,“coordinates”:[[-0.130866,51.530466],[-0.130887,51.530457],[-0.130735,51.530305],[-0.130711,51.530314]]} 46127676 Defined By Custodian 04/08/2023 11:00:33 PM (51.530386, -0.1308) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 1 mon-fri 08:30-18:30 N/A N/A N/A N/A Parsifal Road NW6 1UG CA-P CA-P 8 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 525315 185454 -0.193848 51.55406 MULTILINESTRING ((525319.98 185460.29,525313.58 185452.14,525313.48 185452.02,525314.92 185450.88)) LINESTRING (-0.193781 51.554121,-0.193876 51.554049,-0.193878 51.554048,-0.193857 51.554037) {“type”:“MultiLineString”,“coordinates”:[[[525319.98,185460.29],[525313.58,185452.14],[525313.48,185452.02],[525314.92,185450.88]]]} {“type”:“LineString”,“coordinates”:[[-0.193781,51.554121],[-0.193876,51.554049],[-0.193878,51.554048],[-0.193857,51.554037]]} 46043984 Defined By Custodian 04/08/2023 11:00:32 PM (51.554064, -0.193848) http://opendatacommunities.org/id/london-borough-council/camden
paid-for / permit holders 2 mon-fri 08:30-18:00 2 hours £4.83 (non-diesel) / £5.87 (diesel) 13709 N/A Regent’s Park Road NW1 8XP CA-J CA-J 11 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528012 184243 -0.155414 51.54258 MULTILINESTRING ((528015.14 184247.74,528016.64 184246.41,528009.03 184238.16,528007.44 184239.46)) LINESTRING (-0.155368 51.542619,-0.155347 51.542607,-0.15546 51.542534,-0.155482 51.542546) {“type”:“MultiLineString”,“coordinates”:[[[528015.14,184247.74],[528016.64,184246.41],[528009.03,184238.16],[528007.44,184239.46]]]} {“type”:“LineString”,“coordinates”:[[-0.155368,51.542619],[-0.155347,51.542607],[-0.15546,51.542534],[-0.155482,51.542546]]} 46133977 Defined By Custodian 04/08/2023 11:00:32 PM (51.542577, -0.155414) http://opendatacommunities.org/id/london-borough-council/camden
loading / parking 1 at any time N/A N/A N/A N/A Camden High Street NW1 8QP CA-F N/A 16 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528849 183973 -0.143455 51.53996 MULTILINESTRING ((528853.67 183965.95,528852.25 183965.19,528843.74 183979.94,528845.15 183980.84)) LINESTRING (-0.143386 51.539896,-0.143407 51.53989,-0.143524 51.540024,-0.143504 51.540032) {“type”:“MultiLineString”,“coordinates”:[[[528853.67,183965.95],[528852.25,183965.19],[528843.74,183979.94],[528845.15,183980.84]]]} {“type”:“LineString”,“coordinates”:[[-0.143386,51.539896],[-0.143407,51.53989],[-0.143524,51.540024],[-0.143504,51.540032]]} 46047914 Defined By Custodian 04/08/2023 11:00:33 PM (51.53996, -0.143455) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 4 mon-fri 10:00-12:00 N/A N/A N/A N/A Chester Road N19 5DB CA-U CA-U 21 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528909 186552 -0.141647 51.56313 MULTILINESTRING ((528916.91 186545.02,528917.91 186546.49,528900.44 186559.3,528899.43 186557.96)) LINESTRING (-0.14153 51.563059,-0.141515 51.563072,-0.141763 51.563191,-0.141778 51.56318) {“type”:“MultiLineString”,“coordinates”:[[[528916.91,186545.02],[528917.91,186546.49],[528900.44,186559.3],[528899.43,186557.96]]]} {“type”:“LineString”,“coordinates”:[[-0.14153,51.563059],[-0.141515,51.563072],[-0.141763,51.563191],[-0.141778,51.56318]]} 46044823 Defined By Custodian 04/08/2023 11:00:32 PM (51.563126, -0.141647) http://opendatacommunities.org/id/london-borough-council/camden
bus cage 1 at any time N/A N/A N/A N/A Fitzjohn’s Avenue NW3 5BA CA-B N/A 15 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 526590 184671 -0.175750 51.54674 MULTILINESTRING ((526591.47 184677.76,526588.86 184677.68,526589.22 184664.17,526592.19 184664.31)) LINESTRING (-0.175732 51.546804,-0.17577 51.546804,-0.17577 51.546683,-0.175727 51.546683) {“type”:“MultiLineString”,“coordinates”:[[[526591.47,184677.76],[526588.86,184677.68],[526589.22,184664.17],[526592.19,184664.31]]]} {“type”:“LineString”,“coordinates”:[[-0.175732,51.546804],[-0.17577,51.546804],[-0.17577,51.546683],[-0.175727,51.546683]]} 46035693 Defined By Custodian 04/08/2023 11:00:32 PM (51.546744, -0.17575) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 1 mon-fri 08:30-18:30, sat 08:30-13:30 N/A N/A N/A N/A Jockey’s Fields WC1R 4BW CA-D CA-D 4 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530850 181839 -0.115409 51.52032 MULTILINESTRING ((530849.67 181841.83,530847.98 181841.24,530850.01 181836.4,530851.68 181837.08)) LINESTRING (-0.11541 51.520348,-0.115435 51.520343,-0.115408 51.5203,-0.115383 51.520305) {“type”:“MultiLineString”,“coordinates”:[[[530849.67,181841.83],[530847.98,181841.24],[530850.01,181836.4],[530851.68,181837.08]]]} {“type”:“LineString”,“coordinates”:[[-0.11541,51.520348],[-0.115435,51.520343],[-0.115408,51.5203],[-0.115383,51.520305]]} 46043034 Defined By Custodian 04/08/2023 11:00:34 PM (51.520324, -0.115409) http://opendatacommunities.org/id/london-borough-council/camden
paid-for 3 mon-fri 10:00-16:00 sat-sun 09:30-17:30 2 hours £4.83 (non-diesel) / £5.87 (diesel) 14056 F200 Parkway NW1 7PP CA-F N/A 11 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528690 183641 -0.145861 51.53701 MULTILINESTRING ((528687.97 183635.46,528686.48 183636.54,528687.5 183637.93,528690.96 183642.67,528693.45 183645.96,528694.87 183644.87)) LINESTRING (-0.145895 51.536964,-0.145916 51.536974,-0.145901 51.536986,-0.145849 51.537028,-0.145812 51.537057,-0.145792 51.537047) {“type”:“MultiLineString”,“coordinates”:[[[528687.97,183635.46],[528686.48,183636.54],[528687.5,183637.93],[528690.96,183642.67],[528693.45,183645.96],[528694.87,183644.87]]]} {“type”:“LineString”,“coordinates”:[[-0.145895,51.536964],[-0.145916,51.536974],[-0.145901,51.536986],[-0.145849,51.537028],[-0.145812,51.537057],[-0.145792,51.537047]]} 46047852 Defined By Custodian 04/08/2023 11:00:32 PM (51.537009, -0.145861) http://opendatacommunities.org/id/london-borough-council/camden
car club 1 at any time N/A N/A N/A N/A Loveridge Road NW6 2DP CA-Q N/A 4 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 524724 184595 -0.202680 51.54648 MULTILINESTRING ((524726.57 184595.91,524725.82 184597.35,524721.32 184594.99,524722.11 184593.45)) LINESTRING (-0.202642 51.546484,-0.202652 51.546497,-0.202718 51.546477,-0.202707 51.546463) {“type”:“MultiLineString”,“coordinates”:[[[524726.57,184595.91],[524725.82,184597.35],[524721.32,184594.99],[524722.11,184593.45]]]} {“type”:“LineString”,“coordinates”:[[-0.202642,51.546484],[-0.202652,51.546497],[-0.202718,51.546477],[-0.202707,51.546463]]} 46044380 Defined By Custodian 04/08/2023 11:00:33 PM (51.54648, -0.20268) http://opendatacommunities.org/id/london-borough-council/camden
disabled (green permit) 1 at any time N/A N/A N/A N/A Stacey Street WC2H 8DG CA-C N/A 6 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529937 181177 -0.128801 51.51458 MULTILINESTRING ((529937.93 181173.73,529939.43 181174.46,529936.32 181180.41,529934.84 181179.56)) LINESTRING (-0.12879 51.514555,-0.128769 51.514561,-0.128811 51.514615,-0.128833 51.514608) {“type”:“MultiLineString”,“coordinates”:[[[529937.93,181173.73],[529939.43,181174.46],[529936.32,181180.41],[529934.84,181179.56]]]} {“type”:“LineString”,“coordinates”:[[-0.12879,51.514555],[-0.128769,51.514561],[-0.128811,51.514615],[-0.128833,51.514608]]} 46042414 Defined By Custodian 04/08/2023 11:00:32 PM (51.514584, -0.128801) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 4 mon-fri 08:30-18:30 N/A N/A N/A N/A Royal College Street NW1 0NH CA-G CA-G 39 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529530 183583 -0.133786 51.53630 MULTILINESTRING ((529526.41 183590.31,529535.9 183572.57,529534.41 183571.71,529524.81 183589.47,529526.41 183590.31)) LINESTRING (-0.13383 51.536366,-0.133699 51.536205,-0.133721 51.536198,-0.133853 51.536359,-0.13383 51.536366) {“type”:“MultiLineString”,“coordinates”:[[[529526.41,183590.31],[529535.9,183572.57],[529534.41,183571.71],[529524.81,183589.47],[529526.41,183590.31]]]} {“type”:“LineString”,“coordinates”:[[-0.13383,51.536366],[-0.133699,51.536205],[-0.133721,51.536198],[-0.133853,51.536359],[-0.13383,51.536366]]} 46126600 Defined By Custodian 04/08/2023 11:00:33 PM (51.536299, -0.133786) http://opendatacommunities.org/id/london-borough-council/camden
disabled (dedicated) 1 at any time N/A N/A N/A N/A Spencer Rise NW5 1AR CA-U N/A 6 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528942 186019 -0.141367 51.55833 MULTILINESTRING ((528944.2 186021.55,528945.04 186019.68,528939.04 186016.83,528938.19 186018.7)) LINESTRING (-0.141329 51.558349,-0.141317 51.558332,-0.141405 51.558308,-0.141416 51.558325) {“type”:“MultiLineString”,“coordinates”:[[[528944.2,186021.55],[528945.04,186019.68],[528939.04,186016.83],[528938.19,186018.7]]]} {“type”:“LineString”,“coordinates”:[[-0.141329,51.558349],[-0.141317,51.558332],[-0.141405,51.558308],[-0.141416,51.558325]]} 46133558 Defined By Custodian 04/08/2023 11:00:32 PM (51.558328, -0.141367) http://opendatacommunities.org/id/london-borough-council/camden
paid-for 2 mon-fri 08:30-18:30, sat 08:30-13:30 2 hours £4.83 (non-diesel) / £5.87 (diesel) 13500 N/A Redhill Street NW1 4DJ CA-G N/A 14 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528855 182876 -0.143770 51.53010 MULTILINESTRING ((528862.13 182877.7,528861.5 182879.6,528847.34 182875.15,528847.94 182873.32)) LINESTRING (-0.143663 51.530114,-0.143671 51.530131,-0.143877 51.530095,-0.143869 51.530078) {“type”:“MultiLineString”,“coordinates”:[[[528862.13,182877.7],[528861.5,182879.6],[528847.34,182875.15],[528847.94,182873.32]]]} {“type”:“LineString”,“coordinates”:[[-0.143663,51.530114],[-0.143671,51.530131],[-0.143877,51.530095],[-0.143869,51.530078]]} 46133409 Defined By Custodian 04/08/2023 11:00:33 PM (51.530105, -0.14377) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 5 mon-fri 08:30-18:30, sat 08:30-13:30 N/A N/A N/A N/A Ampton Street WC1X 0LX CA-D CA-D 26 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530677 182627 -0.117613 51.52745 MULTILINESTRING ((530686.17 182631.81,530686.17 182631.79,530686.94 182630.02,530662.11 182619.83,530661.33 182621.65)) LINESTRING (-0.117473 51.527486,-0.117473 51.527485,-0.117462 51.527469,-0.117824 51.527384,-0.117834 51.5274) {“type”:“MultiLineString”,“coordinates”:[[[530686.17,182631.81],[530686.17,182631.79],[530686.94,182630.02],[530662.11,182619.83],[530661.33,182621.65]]]} {“type”:“LineString”,“coordinates”:[[-0.117473,51.527486],[-0.117473,51.527485],[-0.117462,51.527469],[-0.117824,51.527384],[-0.117834,51.5274]]} 46130573 Defined By Custodian 04/08/2023 11:00:32 PM (51.527445, -0.117613) http://opendatacommunities.org/id/london-borough-council/camden
solo motorcycles 1 mon-sat 09:00-20:00 N/A N/A N/A N/A Heath Street NW3 6TP CA-H N/A 4 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 526369 185640 -0.178595 51.55550 MULTILINESTRING ((526368.96 185637.57,526370.67 185638.39,526368.81 185642.38,526367.13 185641.65)) LINESTRING (-0.178595 51.55548,-0.17857 51.555487,-0.178595 51.555523,-0.17862 51.555517) {“type”:“MultiLineString”,“coordinates”:[[[526368.96,185637.57],[526370.67,185638.39],[526368.81,185642.38],[526367.13,185641.65]]]} {“type”:“LineString”,“coordinates”:[[-0.178595,51.55548],[-0.17857,51.555487],[-0.178595,51.555523],[-0.17862,51.555517]]} 46035109 Defined By Custodian 04/08/2023 11:00:33 PM (51.555502, -0.178595) http://opendatacommunities.org/id/london-borough-council/camden
disabled (dedicated) 1 at any time N/A N/A N/A N/A Elm Street WC1X 0AU CA-D N/A 6 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530963 182114 -0.113673 51.52277 MULTILINESTRING ((530966.72 182114.91,530965.77 182116.7,530959.81 182113.75,530960.68 182111.96)) LINESTRING (-0.113623 51.522775,-0.113636 51.522792,-0.113723 51.522767,-0.113711 51.52275) {“type”:“MultiLineString”,“coordinates”:[[[530966.72,182114.91],[530965.77,182116.7],[530959.81,182113.75],[530960.68,182111.96]]]} {“type”:“LineString”,“coordinates”:[[-0.113623,51.522775],[-0.113636,51.522792],[-0.113723,51.522767],[-0.113711,51.52275]]} 46132499 Defined By Custodian 04/08/2023 11:00:32 PM (51.522771, -0.113673) http://opendatacommunities.org/id/london-borough-council/camden
trader / resident permit holders 2 mon-fri 08:30-18:30, sat 08:30-13:30 N/A N/A N/A N/A Elm Street WC1X 0AU CA-D CA-D 11 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530966 182123 -0.113624 51.52285 MULTILINESTRING ((530971.01 182126.43,530971.81 182124.73,530961.82 182119.93,530961.02 182121.65)) LINESTRING (-0.113557 51.522878,-0.113546 51.522862,-0.113692 51.522822,-0.113702 51.522837) {“type”:“MultiLineString”,“coordinates”:[[[530971.01,182126.43],[530971.81,182124.73],[530961.82,182119.93],[530961.02,182121.65]]]} {“type”:“LineString”,“coordinates”:[[-0.113557,51.522878],[-0.113546,51.522862],[-0.113692,51.522822],[-0.113702,51.522837]]} 46132460 Defined By Custodian 04/08/2023 11:00:32 PM (51.52285, -0.113624) http://opendatacommunities.org/id/london-borough-council/camden
car club 1 at any time N/A N/A N/A N/A Bedford Row WC1R 4EH CA-D N/A 4 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530780 181864 -0.116406 51.52057 MULTILINESTRING ((530779.98 181867.13,530778.12 181866.37,530780.08 181861.79,530781.8 181862.55)) LINESTRING (-0.116405 51.520592,-0.116432 51.520586,-0.116405 51.520544,-0.11638 51.52055) {“type”:“MultiLineString”,“coordinates”:[[[530779.98,181867.13],[530778.12,181866.37],[530780.08,181861.79],[530781.8,181862.55]]]} {“type”:“LineString”,“coordinates”:[[-0.116405,51.520592],[-0.116432,51.520586],[-0.116405,51.520544],[-0.11638,51.52055]]} 46042652 Defined By Custodian 04/08/2023 11:00:33 PM (51.520568, -0.116406) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 4 mon-fri 08:30-18:30, sat 08:30-13:30 N/A N/A N/A N/A Cumberland Market NW1 4EN CA-G CA-G 20 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528881 182784 -0.143429 51.52926 MULTILINESTRING ((528880.26 182773.05,528882.16 182773.12,528881.23 182794.1,528879.33 182794.04)) LINESTRING (-0.14344 51.52917,-0.143412 51.52917,-0.143418 51.529359,-0.143445 51.529358) {“type”:“MultiLineString”,“coordinates”:[[[528880.26,182773.05],[528882.16,182773.12],[528881.23,182794.1],[528879.33,182794.04]]]} {“type”:“LineString”,“coordinates”:[[-0.14344,51.52917],[-0.143412,51.52917],[-0.143418,51.529359],[-0.143445,51.529358]]} 46132815 Defined By Custodian 04/08/2023 11:00:34 PM (51.529264, -0.143429) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 1 mon-fri 10:00-12:00 N/A N/A N/A N/A Raydon Street N19 5TZ CA-U CA-U 9 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528818 186688 -0.142907 51.56437 MULTILINESTRING ((528812.97 186684.54,528812.16 186686.18,528820.87 186690.91,528820.97 186690.97,528821.86 186689.36)) LINESTRING (-0.142978 51.564337,-0.142989 51.564352,-0.142862 51.564392,-0.14286 51.564393,-0.142848 51.564378) {“type”:“MultiLineString”,“coordinates”:[[[528812.97,186684.54],[528812.16,186686.18],[528820.87,186690.91],[528820.97,186690.97],[528821.86,186689.36]]]} {“type”:“LineString”,“coordinates”:[[-0.142978,51.564337],[-0.142989,51.564352],[-0.142862,51.564392],[-0.14286,51.564393],[-0.142848,51.564378]]} 46045039 Defined By Custodian 04/08/2023 11:00:33 PM (51.56437, -0.142907) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 5 mon-fri 08:30-18:30 N/A N/A N/A N/A Vicar’s Road NW5 4NL CA-L CA-L 29 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528136 185296 -0.153241 51.55201 MULTILINESTRING ((528148.97 185304.18,528149.8 185302.58,528149.56 185302.46,528123.55 185288.8,528123.22 185288.63,528122.41 185290.17)) LINESTRING (-0.153055 51.552083,-0.153044 51.552068,-0.153047 51.552067,-0.153427 51.55195,-0.153432 51.551949,-0.153443 51.551963) {“type”:“MultiLineString”,“coordinates”:[[[528148.97,185304.18],[528149.8,185302.58],[528149.56,185302.46],[528123.55,185288.8],[528123.22,185288.63],[528122.41,185290.17]]]} {“type”:“LineString”,“coordinates”:[[-0.153055,51.552083],[-0.153044,51.552068],[-0.153047,51.552067],[-0.153427,51.55195],[-0.153432,51.551949],[-0.153443,51.551963]]} 46046111 Defined By Custodian 04/08/2023 11:00:32 PM (51.552014, -0.153241) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 5 mon-fri 10:00-12:00 N/A N/A N/A N/A Chetwynd Road NW5 1BZ CA-U CA-U 25 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528717 185936 -0.144638 51.55763 MULTILINESTRING ((528727.62 185943.85,528726.86 185944.63,528705.96 185927.9,528706.81 185926.79)) LINESTRING (-0.14448 51.5577,-0.14449 51.557707,-0.144798 51.557562,-0.144786 51.557551) {“type”:“MultiLineString”,“coordinates”:[[[528727.62,185943.85],[528726.86,185944.63],[528705.96,185927.9],[528706.81,185926.79]]]} {“type”:“LineString”,“coordinates”:[[-0.14448,51.5577],[-0.14449,51.557707],[-0.144798,51.557562],[-0.144786,51.557551]]} 46044951 Defined By Custodian 04/08/2023 11:00:33 PM (51.55763, -0.144638) http://opendatacommunities.org/id/london-borough-council/camden
electric vehicle recharging 1 at any time N/A N/A N/A N/A Newman’s Row WC2A 3PD CA-C N/A 4 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530847 181522 -0.115571 51.51748 MULTILINESTRING ((530846.58 181525.15,530844.92 181524.45,530846.86 181519.81,530848.55 181520.42)) LINESTRING (-0.115572 51.517503,-0.115597 51.517497,-0.11557 51.517455,-0.115546 51.51746) {“type”:“MultiLineString”,“coordinates”:[[[530846.58,181525.15],[530844.92,181524.45],[530846.86,181519.81],[530848.55,181520.42]]]} {“type”:“LineString”,“coordinates”:[[-0.115572,51.517503],[-0.115597,51.517497],[-0.11557,51.517455],[-0.115546,51.51746]]} 46128641 Defined By Custodian 04/08/2023 11:00:32 PM (51.517479, -0.115571) http://opendatacommunities.org/id/london-borough-council/camden
paid-for 2 mon-sat 08:30-18:30 2 hours £6.63 (non-diesel) / £8.06 (diesel) 13276 C105 Barter Street WC1A 2ED CA-C N/A 10 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530378 181553 -0.122306 51.51786 MULTILINESTRING ((530383.37 181554.76,530382 181556.35,530378.4 181553.77,530373.5 181550.71,530374.86 181548.9)) LINESTRING (-0.122234 51.517876,-0.122253 51.517891,-0.122306 51.517869,-0.122377 51.517842,-0.122358 51.517826) {“type”:“MultiLineString”,“coordinates”:[[[530383.37,181554.76],[530382,181556.35],[530378.4,181553.77],[530373.5,181550.71],[530374.86,181548.9]]]} {“type”:“LineString”,“coordinates”:[[-0.122234,51.517876],[-0.122253,51.517891],[-0.122306,51.517869],[-0.122377,51.517842],[-0.122358,51.517826]]} 46042702 Defined By Custodian 04/08/2023 11:00:32 PM (51.517861, -0.122306) http://opendatacommunities.org/id/london-borough-council/camden
solo motorcycles 1 at any time N/A N/A N/A N/A John Street WC1N 2AT CA-D N/A 10 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530855 182020 -0.115274 51.52195 MULTILINESTRING ((530855.62 182014.64,530857.55 182015.54,530853.43 182025.41,530851.57 182024.68)) LINESTRING (-0.115261 51.5219,-0.115232 51.521908,-0.115288 51.521997,-0.115315 51.521991) {“type”:“MultiLineString”,“coordinates”:[[[530855.62,182014.64],[530857.55,182015.54],[530853.43,182025.41],[530851.57,182024.68]]]} {“type”:“LineString”,“coordinates”:[[-0.115261,51.5219],[-0.115232,51.521908],[-0.115288,51.521997],[-0.115315,51.521991]]} 46042525 Defined By Custodian 04/08/2023 11:00:33 PM (51.521949, -0.115274) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 1 mon-fri 08:30-23:00, sat-sun 09:30-23:00 N/A N/A N/A N/A Clarence Way NW1 8RJ CA-F CA-F 5 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528756 184409 -0.144632 51.54390 MULTILINESTRING ((528753.26 184410.06,528753.26 184407.91,528758.68 184407.56,528758.86 184409.69)) LINESTRING (-0.144671 51.54391,-0.144672 51.543891,-0.144594 51.543886,-0.144591 51.543906) {“type”:“MultiLineString”,“coordinates”:[[[528753.26,184410.06],[528753.26,184407.91],[528758.68,184407.56],[528758.86,184409.69]]]} {“type”:“LineString”,“coordinates”:[[-0.144671,51.54391],[-0.144672,51.543891],[-0.144594,51.543886],[-0.144591,51.543906]]} 46047884 Defined By Custodian 04/08/2023 11:00:33 PM (51.543898, -0.144632) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 1 mon-fri 10:00-12:00 N/A N/A N/A N/A Grove Terrace NW5 1PH CA-U CA-U 8 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528542 185923 -0.147170 51.55755 MULTILINESTRING ((528544.19 185926.46,528545.6 185924.68,528538.67 185919.43,528537.69 185921.05)) LINESTRING (-0.147131 51.557585,-0.147111 51.557569,-0.147213 51.557524,-0.147226 51.557538) {“type”:“MultiLineString”,“coordinates”:[[[528544.19,185926.46],[528545.6,185924.68],[528538.67,185919.43],[528537.69,185921.05]]]} {“type”:“LineString”,“coordinates”:[[-0.147131,51.557585],[-0.147111,51.557569],[-0.147213,51.557524],[-0.147226,51.557538]]} 46044741 Defined By Custodian 04/08/2023 11:00:34 PM (51.557554, -0.14717) http://opendatacommunities.org/id/london-borough-council/camden
bus cage NA at any time N/A N/A N/A N/A West End Lane NW6 1LJ CA-P N/A 18 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 525461 185173 -0.191850 51.55151 MULTILINESTRING ((525457.37 185180.8,525455.22 185179.22,525464.62 185165,525466.88 185166.25)) LINESTRING (-0.1919 51.551578,-0.191932 51.551565,-0.191801 51.551435,-0.191768 51.551445) {“type”:“MultiLineString”,“coordinates”:[[[525457.37,185180.8],[525455.22,185179.22],[525464.62,185165],[525466.88,185166.25]]]} {“type”:“LineString”,“coordinates”:[[-0.1919,51.551578],[-0.191932,51.551565],[-0.191801,51.551435],[-0.191768,51.551445]]} 46044335 Defined By Custodian 04/08/2023 11:00:34 PM (51.551506, -0.19185) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 1 mon-sat 08:30-18:30 N/A N/A N/A N/A Alvanley Gardens NW6 1JD CA-P CA-P 4 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 525855 185133 -0.186187 51.55106 MULTILINESTRING ((525853.67 185135.76,525852.65 185134.55,525852.51 185134.39,525856.21 185131.37,525856.35 185131.24,525857.69 185132.86)) LINESTRING (-0.186203 51.551085,-0.186218 51.551075,-0.18622 51.551073,-0.186168 51.551045,-0.186166 51.551044,-0.186146 51.551058) {“type”:“MultiLineString”,“coordinates”:[[[525853.67,185135.76],[525852.65,185134.55],[525852.51,185134.39],[525856.21,185131.37],[525856.35,185131.24],[525857.69,185132.86]]]} {“type”:“LineString”,“coordinates”:[[-0.186203,51.551085],[-0.186218,51.551075],[-0.18622,51.551073],[-0.186168,51.551045],[-0.186166,51.551044],[-0.186146,51.551058]]} 46044566 Defined By Custodian 04/08/2023 11:00:32 PM (51.551064, -0.186187) http://opendatacommunities.org/id/london-borough-council/camden
disabled (blue badge) 2 at any time N/A N/A N/A N/A Cubitt Street WC1X 0LS CA-D N/A 11 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530762 182693 -0.116354 51.52801 MULTILINESTRING ((530761.43 182686.87,530763.45 182686.92,530762.98 182698.25,530761.07 182698.19)) LINESTRING (-0.116368 51.527963,-0.116339 51.527963,-0.116341 51.528065,-0.116369 51.528065) {“type”:“MultiLineString”,“coordinates”:[[[530761.43,182686.87],[530763.45,182686.92],[530762.98,182698.25],[530761.07,182698.19]]]} {“type”:“LineString”,“coordinates”:[[-0.116368,51.527963],[-0.116339,51.527963],[-0.116341,51.528065],[-0.116369,51.528065]]} 46043164 Defined By Custodian 04/08/2023 11:00:33 PM (51.528014, -0.116354) http://opendatacommunities.org/id/london-borough-council/camden
taxi rank NA at any time N/A N/A N/A N/A Tottenham Court Road WC1B 3ND CA-C N/A 21 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529802 181421 -0.130654 51.51681 MULTILINESTRING ((529805.52 181411.03,529807.55 181412.07,529799.01 181430.94,529796.82 181429.82)) LINESTRING (-0.13061 51.516718,-0.13058 51.516726,-0.130697 51.516898,-0.130729 51.516888) {“type”:“MultiLineString”,“coordinates”:[[[529805.52,181411.03],[529807.55,181412.07],[529799.01,181430.94],[529796.82,181429.82]]]} {“type”:“LineString”,“coordinates”:[[-0.13061,51.516718],[-0.13058,51.516726],[-0.130697,51.516898],[-0.130729,51.516888]]} 46129139 Defined By Custodian 04/08/2023 11:00:33 PM (51.516808, -0.130654) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 1 mon-fri 08:30-18:30 N/A N/A N/A N/A Loveridge Mews NW6 2DR CA-Q CA-Q 2 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 524735 184597 -0.202522 51.54649 MULTILINESTRING ((524737.55 184598.55,524732.19 184595.73)) LINESTRING (-0.202483 51.546505,-0.202561 51.546481) {“type”:“MultiLineString”,“coordinates”:[[[524737.55,184598.55],[524732.19,184595.73]]]} {“type”:“LineString”,“coordinates”:[[-0.202483,51.546505],[-0.202561,51.546481]]} 46044328 Defined By Custodian 04/08/2023 11:00:33 PM (51.546493, -0.202522) http://opendatacommunities.org/id/london-borough-council/camden
disabled (blue badge) 1 at any time N/A N/A N/A N/A Alvanley Gardens NW3 6HJ CA-P N/A 6 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 525717 185279 -0.188127 51.55241 MULTILINESTRING ((525716.58 185282.54,525714.71 185281.83,525716.68 185276.25,525718.68 185277.01)) LINESTRING (-0.188127 51.552435,-0.188154 51.552429,-0.188128 51.552379,-0.188099 51.552385) {“type”:“MultiLineString”,“coordinates”:[[[525716.58,185282.54],[525714.71,185281.83],[525716.68,185276.25],[525718.68,185277.01]]]} {“type”:“LineString”,“coordinates”:[[-0.188127,51.552435],[-0.188154,51.552429],[-0.188128,51.552379],[-0.188099,51.552385]]} 46044361 Defined By Custodian 04/08/2023 11:00:33 PM (51.552407, -0.188127) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 7 mon-fri 08:30-18:30 N/A N/A N/A N/A St Pancras Way NW1 9NB CA-G CA-G 36 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529098 184393 -0.139701 51.54368 MULTILINESTRING ((529081.93 184400.51,529082.75 184402.3,529083.07 184402.11,529114.54 184385.02,529114.8 184384.91,529113.9 184383.39)) LINESTRING (-0.139938 51.543749,-0.139925 51.543765,-0.139921 51.543764,-0.139473 51.543603,-0.13947 51.543602,-0.139483 51.543588) {“type”:“MultiLineString”,“coordinates”:[[[529081.93,184400.51],[529082.75,184402.3],[529083.07,184402.11],[529114.54,184385.02],[529114.8,184384.91],[529113.9,184383.39]]]} {“type”:“LineString”,“coordinates”:[[-0.139938,51.543749],[-0.139925,51.543765],[-0.139921,51.543764],[-0.139473,51.543603],[-0.13947,51.543602],[-0.139483,51.543588]]} 46048574 Defined By Custodian 04/08/2023 11:00:33 PM (51.543678, -0.139701) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only NA mon-fri 09:00-18:30, sat 09:30-13:30 N/A N/A N/A N/A Elizabeth Mews NW3 4TJ CA-B CA-B 2 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 527530 184644 -0.162219 51.54629 MULTILINESTRING ((527532.27 184641.25,527527.51 184645.8)) LINESTRING (-0.162185 51.546265,-0.162252 51.546307) {“type”:“MultiLineString”,“coordinates”:[[[527532.27,184641.25],[527527.51,184645.8]]]} {“type”:“LineString”,“coordinates”:[[-0.162185,51.546265],[-0.162252,51.546307]]} 46047011 Defined By Custodian 04/08/2023 11:00:32 PM (51.546286, -0.162219) http://opendatacommunities.org/id/london-borough-council/camden
solo motorcycles 1 mon-fri 09:00-18:30, sat 09:30-13:30 N/A N/A N/A N/A Eton Avenue NW3 3HX CA-B N/A 3 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 526754 184403 -0.173493 51.54430 MULTILINESTRING ((526754.47 184404.98,526755.88 184403.75,526752.94 184401.01,526751.56 184402.33)) LINESTRING (-0.173481 51.544316,-0.173461 51.544305,-0.173505 51.544281,-0.173524 51.544293) {“type”:“MultiLineString”,“coordinates”:[[[526754.47,184404.98],[526755.88,184403.75],[526752.94,184401.01],[526751.56,184402.33]]]} {“type”:“LineString”,“coordinates”:[[-0.173481,51.544316],[-0.173461,51.544305],[-0.173505,51.544281],[-0.173524,51.544293]]} 46047439 Defined By Custodian 04/08/2023 11:00:33 PM (51.544299, -0.173493) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 3 mon-fri 08:30-18:30 N/A N/A N/A N/A Cranleigh Street NW1 1NS CA-G CA-G 16 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529507 183251 -0.134232 51.53332 MULTILINESTRING ((529513.27 183256.58,529514.26 183254.96,529514.01 183254.81,529500.89 183245.86,529500.66 183245.71,529499.59 183247.4)) LINESTRING (-0.134141 51.53337,-0.134128 51.533356,-0.134131 51.533354,-0.134324 51.533277,-0.134327 51.533275,-0.134342 51.533291) {“type”:“MultiLineString”,“coordinates”:[[[529513.27,183256.58],[529514.26,183254.96],[529514.01,183254.81],[529500.89,183245.86],[529500.66,183245.71],[529499.59,183247.4]]]} {“type”:“LineString”,“coordinates”:[[-0.134141,51.53337],[-0.134128,51.533356],[-0.134131,51.533354],[-0.134324,51.533277],[-0.134327,51.533275],[-0.134342,51.533291]]} 46049510 Defined By Custodian 04/08/2023 11:00:32 PM (51.533321, -0.134232) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 4 mon-fri 08:30-18:30 N/A N/A N/A N/A Wilmot Place NW1 9JP CA-G CA-G 21 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529209 184461 -0.138089 51.54427 MULTILINESTRING ((529215.06 184466.89,529213.4 184468.34,529213.23 184468.13,529199.94 184452.19,529201.67 184450.82)) LINESTRING (-0.137994 51.544315,-0.138018 51.544329,-0.13802 51.544327,-0.138218 51.544187,-0.138193 51.544174) {“type”:“MultiLineString”,“coordinates”:[[[529215.06,184466.89],[529213.4,184468.34],[529213.23,184468.13],[529199.94,184452.19],[529201.67,184450.82]]]} {“type”:“LineString”,“coordinates”:[[-0.137994,51.544315],[-0.138018,51.544329],[-0.13802,51.544327],[-0.138218,51.544187],[-0.138193,51.544174]]} 46048581 Defined By Custodian 04/08/2023 11:00:33 PM (51.544266, -0.138089) http://opendatacommunities.org/id/london-borough-council/camden
disabled (blue badge) 1 at any time N/A N/A N/A N/A Westbere Road NW2 3RU CA-P N/A 3 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 524476 185333 -0.205990 51.55317 MULTILINESTRING ((524472.85 185335.39,524477.4 185331.78,524478.44 185333.26)) LINESTRING (-0.206038 51.553186,-0.205973 51.553152,-0.205958 51.553165) {“type”:“MultiLineString”,“coordinates”:[[[524472.85,185335.39],[524477.4,185331.78],[524478.44,185333.26]]]} {“type”:“LineString”,“coordinates”:[[-0.206038,51.553186],[-0.205973,51.553152],[-0.205958,51.553165]]} 46043886 Defined By Custodian 04/08/2023 11:00:32 PM (51.553168, -0.20599) http://opendatacommunities.org/id/london-borough-council/camden
solo motorcycles 1 mon-sat 09:00-18:00 N/A N/A N/A N/A South Hill Park NW3 2SB CA-H N/A 8 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 527293 185707 -0.165242 51.55590 MULTILINESTRING ((527295.3 185710.74,527293.23 185711.1,527293.17 185710.8,527292.27 185703.33,527292.24 185703.09,527294.28 185702.85)) LINESTRING (-0.165214 51.55593,-0.165244 51.555933,-0.165245 51.555931,-0.16526 51.555864,-0.165261 51.555862,-0.165232 51.555859) {“type”:“MultiLineString”,“coordinates”:[[[527295.3,185710.74],[527293.23,185711.1],[527293.17,185710.8],[527292.27,185703.33],[527292.24,185703.09],[527294.28,185702.85]]]} {“type”:“LineString”,“coordinates”:[[-0.165214,51.55593],[-0.165244,51.555933],[-0.165245,51.555931],[-0.16526,51.555864],[-0.165261,51.555862],[-0.165232,51.555859]]} 46049166 Defined By Custodian 04/08/2023 11:00:32 PM (51.555896, -0.165242) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 21 mon-fri 10:00-12:00 N/A N/A N/A N/A Somali Road NW2 3RN CA-P CA-P 106 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 524573 185439 -0.204556 51.55410 MULTILINESTRING ((524608.62 185399.56,524609.98 185400.87,524537.53 185479.29,524536.25 185477.99)) LINESTRING (-0.204058 51.553732,-0.204038 51.553744,-0.205054 51.554465,-0.205073 51.554453) {“type”:“MultiLineString”,“coordinates”:[[[524608.62,185399.56],[524609.98,185400.87],[524537.53,185479.29],[524536.25,185477.99]]]} {“type”:“LineString”,“coordinates”:[[-0.204058,51.553732],[-0.204038,51.553744],[-0.205054,51.554465],[-0.205073,51.554453]]} 46126632 Defined By Custodian 04/08/2023 11:00:33 PM (51.554099, -0.204556) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 5 mon-fri 09:00-18:30, sat 09:30-13:30 N/A N/A N/A N/A King’s College Road NW3 3ES CA-B CA-B 27 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 527008 184370 -0.169837 51.54394 MULTILINESTRING ((527009.12 184355.78,527011.08 184356.14,527011.04 184356.38,527006.71 184383.1,527006.67 184383.3,527004.67 184382.95)) LINESTRING (-0.169829 51.543817,-0.1698 51.54382,-0.169801 51.543822,-0.169853 51.544063,-0.169854 51.544065,-0.169883 51.544062) {“type”:“MultiLineString”,“coordinates”:[[[527009.12,184355.78],[527011.08,184356.14],[527011.04,184356.38],[527006.71,184383.1],[527006.67,184383.3],[527004.67,184382.95]]]} {“type”:“LineString”,“coordinates”:[[-0.169829,51.543817],[-0.1698,51.54382],[-0.169801,51.543822],[-0.169853,51.544063],[-0.169854,51.544065],[-0.169883,51.544062]]} 46047290 Defined By Custodian 04/08/2023 11:00:33 PM (51.543942, -0.169837) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 18 mon-fri 09:00-18:30, sat 09:30-13:30 N/A N/A N/A N/A Eton Avenue NW3 3EP CA-B CA-B 95 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 527058 184452 -0.169091 51.54467 MULTILINESTRING ((527012 184440.28,527011.46 184442.47,527103.73 184464.32,527104.25 184462.14)) LINESTRING (-0.169757 51.544576,-0.169764 51.544596,-0.168426 51.544771,-0.168419 51.544752) {“type”:“MultiLineString”,“coordinates”:[[[527012,184440.28],[527011.46,184442.47],[527103.73,184464.32],[527104.25,184462.14]]]} {“type”:“LineString”,“coordinates”:[[-0.169757,51.544576],[-0.169764,51.544596],[-0.168426,51.544771],[-0.168419,51.544752]]} 46047077 Defined By Custodian 04/08/2023 11:00:32 PM (51.544674, -0.169091) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 1 mon-sat 08:30-18:30 N/A N/A N/A N/A Honeybourne Road NW6 1HH CA-P CA-P 5 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 525582 185066 -0.190148 51.55052 MULTILINESTRING ((525581.5 185063.06,525583.36 185063.63,525582 185068.63,525580.15 185068.1)) LINESTRING (-0.190153 51.550493,-0.190125 51.550497,-0.190143 51.550543,-0.19017 51.550538) {“type”:“MultiLineString”,“coordinates”:[[[525581.5,185063.06],[525583.36,185063.63],[525582,185068.63],[525580.15,185068.1]]]} {“type”:“LineString”,“coordinates”:[[-0.190153,51.550493],[-0.190125,51.550497],[-0.190143,51.550543],[-0.19017,51.550538]]} 46131364 Defined By Custodian 04/08/2023 11:00:32 PM (51.550518, -0.190148) http://opendatacommunities.org/id/london-borough-council/camden
bus cage NA at any time N/A N/A N/A N/A Prince Of Wales Road NW1 8DF CA-F N/A 11 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528487 184633 -0.148429 51.54598 MULTILINESTRING ((528493.04 184632.95,528491.35 184635.25,528482.02 184634.06,528481.14 184631.23)) LINESTRING (-0.14834 51.545972,-0.148364 51.545994,-0.148499 51.545985,-0.148512 51.54596) {“type”:“MultiLineString”,“coordinates”:[[[528493.04,184632.95],[528491.35,184635.25],[528482.02,184634.06],[528481.14,184631.23]]]} {“type”:“LineString”,“coordinates”:[[-0.14834,51.545972],[-0.148364,51.545994],[-0.148499,51.545985],[-0.148512,51.54596]]} 46045640 Defined By Custodian 04/08/2023 11:00:32 PM (51.545978, -0.148429) http://opendatacommunities.org/id/london-borough-council/camden
paid-for 1 mon-fri 08:30-18:30, sat 08:30-13:30 2 hours £6.63 (non-diesel) / £8.06 (diesel) 14134 D311 Pakenham Street WC1X 0LJ CA-D N/A 6 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530863 182534 -0.114961 51.52657 MULTILINESTRING ((530863.16 182530.98,530865.09 182531.8,530862.99 182537.12,530860.88 182536.3)) LINESTRING (-0.11496 51.526539,-0.114932 51.526545,-0.11496 51.526594,-0.114991 51.526587) {“type”:“MultiLineString”,“coordinates”:[[[530863.16,182530.98],[530865.09,182531.8],[530862.99,182537.12],[530860.88,182536.3]]]} {“type”:“LineString”,“coordinates”:[[-0.11496,51.526539],[-0.114932,51.526545],[-0.11496,51.526594],[-0.114991,51.526587]]} 46043222 Defined By Custodian 04/08/2023 11:00:32 PM (51.526566, -0.114961) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 11 mon-fri 09:00-18:30, sat 09:30-13:30 N/A N/A N/A N/A Belsize Grove NW3 4UP CA-B CA-B 56 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 527348 184810 -0.164785 51.54783 MULTILINESTRING ((527360.11 184835.8,527358.29 184836.57,527335.26 184784.8,527337.02 184783.83)) LINESTRING (-0.164596 51.548052,-0.164622 51.548059,-0.164973 51.547599,-0.164948 51.54759) {“type”:“MultiLineString”,“coordinates”:[[[527360.11,184835.8],[527358.29,184836.57],[527335.26,184784.8],[527337.02,184783.83]]]} {“type”:“LineString”,“coordinates”:[[-0.164596,51.548052],[-0.164622,51.548059],[-0.164973,51.547599],[-0.164948,51.54759]]} 46046989 Defined By Custodian 04/08/2023 11:00:33 PM (51.547825, -0.164785) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 3 mon-sat 09:00-20:00 N/A N/A N/A N/A Holly Hill NW3 6SG CA-H CA-H 14 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 526305 185852 -0.179435 51.55742 MULTILINESTRING ((526309.24 185845.31,526307.7 185844.58,526301.43 185858.64,526303.07 185859.36)) LINESTRING (-0.179381 51.55736,-0.179404 51.557354,-0.179489 51.557482,-0.179465 51.557488) {“type”:“MultiLineString”,“coordinates”:[[[526309.24,185845.31],[526307.7,185844.58],[526301.43,185858.64],[526303.07,185859.36]]]} {“type”:“LineString”,“coordinates”:[[-0.179381,51.55736],[-0.179404,51.557354],[-0.179489,51.557482],[-0.179465,51.557488]]} 46049093 Defined By Custodian 04/08/2023 11:00:33 PM (51.557421, -0.179435) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only NA mon-fri 09:00-18:30, sat 09:30-13:30 N/A N/A N/A N/A Antrim Road NW3 4XN CA-B CA-B 120 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 527550 184779 -0.161880 51.54750 MULTILINESTRING ((527508.72 184823.92,527507.22 184822.48,527591.23 184735.04,527592.8 184736.41)) LINESTRING (-0.162458 51.547912,-0.162481 51.547899,-0.161301 51.547094,-0.161278 51.547106) {“type”:“MultiLineString”,“coordinates”:[[[527508.72,184823.92],[527507.22,184822.48],[527591.23,184735.04],[527592.8,184736.41]]]} {“type”:“LineString”,“coordinates”:[[-0.162458,51.547912],[-0.162481,51.547899],[-0.161301,51.547094],[-0.161278,51.547106]]} 46131762 Defined By Custodian 04/08/2023 11:00:33 PM (51.547503, -0.16188) http://opendatacommunities.org/id/london-borough-council/camden
disabled (dedicated) 1 at any time N/A N/A N/A N/A Priory Road NW6 4SJ CA-K N/A 6 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 525613 183923 -0.190108 51.54024 MULTILINESTRING ((525612.84 183919.4,525610.92 183919.95,525612.68 183926.53,525614.67 183925.93)) LINESTRING (-0.190109 51.540208,-0.190136 51.540213,-0.190109 51.540272,-0.19008 51.540266) {“type”:“MultiLineString”,“coordinates”:[[[525612.84,183919.4],[525610.92,183919.95],[525612.68,183926.53],[525614.67,183925.93]]]} {“type”:“LineString”,“coordinates”:[[-0.190109,51.540208],[-0.190136,51.540213],[-0.190109,51.540272],[-0.19008,51.540266]]} 46127182 Defined By Custodian 04/08/2023 11:00:34 PM (51.540239, -0.190108) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 1 mon-fri 09:00-18:30, sat 09:30-13:30 N/A N/A N/A N/A Steele’s Mews North NW3 4RJ CA-B CA-B 1 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 527786 184662 -0.158526 51.54639 MULTILINESTRING ((527784.8 184660.68,527786.47 184662.78)) LINESTRING (-0.158538 51.546382,-0.158513 51.546401) {“type”:“MultiLineString”,“coordinates”:[[[527784.8,184660.68],[527786.47,184662.78]]]} {“type”:“LineString”,“coordinates”:[[-0.158538,51.546382],[-0.158513,51.546401]]} 46045730 Defined By Custodian 04/08/2023 11:00:33 PM (51.546392, -0.158526) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 4 mon-fri 12:30-14:30 N/A N/A N/A N/A Heath Drive NW3 7TA CA-S CA-S 20 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 525519 185530 -0.190882 51.55470 MULTILINESTRING ((525515.58 185517.39,525517.67 185517.12,525521.75 185537.53,525521.77 185537.68,525519.97 185537.98)) LINESTRING (-0.190941 51.55459,-0.190911 51.554587,-0.190845 51.55477,-0.190844 51.554771,-0.19087 51.554774) {“type”:“MultiLineString”,“coordinates”:[[[525515.58,185517.39],[525517.67,185517.12],[525521.75,185537.53],[525521.77,185537.68],[525519.97,185537.98]]]} {“type”:“LineString”,“coordinates”:[[-0.190941,51.55459],[-0.190911,51.554587],[-0.190845,51.55477],[-0.190844,51.554771],[-0.19087,51.554774]]} 46035412 Defined By Custodian 04/08/2023 11:00:33 PM (51.554699, -0.190882) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 3 mon-sat 08:30-18:30 N/A N/A N/A N/A Grafton Way W1T 5DW CA-E CA-E 14 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529276 182143 -0.137974 51.52342 MULTILINESTRING ((529279.78 182147.7,529280.85 182146.23,529280.69 182146.1,529269.05 182137.35,529267.98 182138.87)) LINESTRING (-0.137913 51.523458,-0.137898 51.523445,-0.1379 51.523444,-0.138071 51.523368,-0.138086 51.523382) {“type”:“MultiLineString”,“coordinates”:[[[529279.78,182147.7],[529280.85,182146.23],[529280.69,182146.1],[529269.05,182137.35],[529267.98,182138.87]]]} {“type”:“LineString”,“coordinates”:[[-0.137913,51.523458],[-0.137898,51.523445],[-0.1379,51.523444],[-0.138071,51.523368],[-0.138086,51.523382]]} 46036129 Defined By Custodian 04/08/2023 11:00:33 PM (51.523419, -0.137974) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 3 mon-fri 10:00-12:00 N/A N/A N/A N/A Chester Road N19 5DB CA-U CA-U 15 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528889 186566 -0.141920 51.56325 MULTILINESTRING ((528895.3 186560.89,528896.19 186562.52,528883.56 186571.42,528882.5 186569.7)) LINESTRING (-0.141836 51.563207,-0.141823 51.563221,-0.142002 51.563304,-0.142018 51.563289) {“type”:“MultiLineString”,“coordinates”:[[[528895.3,186560.89],[528896.19,186562.52],[528883.56,186571.42],[528882.5,186569.7]]]} {“type”:“LineString”,“coordinates”:[[-0.141836,51.563207],[-0.141823,51.563221],[-0.142002,51.563304],[-0.142018,51.563289]]} 46127667 Defined By Custodian 04/08/2023 11:00:33 PM (51.563255, -0.14192) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 1 at any time N/A N/A N/A N/A Adeline Place WC1B 3AH CA-C CA-C 5 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529835 181554 -0.130138 51.51799 MULTILINESTRING ((529833.85 181556.79,529832.06 181555.64,529835.44 181550.69,529837.26 181551.87)) LINESTRING (-0.130148 51.518021,-0.130175 51.518011,-0.130128 51.517966,-0.130101 51.517976) {“type”:“MultiLineString”,“coordinates”:[[[529833.85,181556.79],[529832.06,181555.64],[529835.44,181550.69],[529837.26,181551.87]]]} {“type”:“LineString”,“coordinates”:[[-0.130148,51.518021],[-0.130175,51.518011],[-0.130128,51.517966],[-0.130101,51.517976]]} 46129342 Defined By Custodian 04/08/2023 11:00:33 PM (51.517993, -0.130138) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 3 at any time N/A N/A N/A N/A Gresse Street W1T 1HZ CA-C CA-C 15 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529583 181508 -0.133778 51.51764 MULTILINESTRING ((529588.33 181513.49,529589.8 181511.71,529583.64 181506.79,529577.63 181502.87,529576.23 181504.41)) LINESTRING (-0.133701 51.517688,-0.13368 51.517672,-0.133771 51.517629,-0.133859 51.517595,-0.133878 51.517609) {“type”:“MultiLineString”,“coordinates”:[[[529588.33,181513.49],[529589.8,181511.71],[529583.64,181506.79],[529577.63,181502.87],[529576.23,181504.41]]]} {“type”:“LineString”,“coordinates”:[[-0.133701,51.517688],[-0.13368,51.517672],[-0.133771,51.517629],[-0.133859,51.517595],[-0.133878,51.517609]]} 46035952 Defined By Custodian 04/08/2023 11:00:33 PM (51.517639, -0.133778) http://opendatacommunities.org/id/london-borough-council/camden
bus cage NA at any time N/A N/A N/A N/A Eversholt Street NW1 2EF CA-G N/A 37 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529670 182608 -0.132117 51.52751 MULTILINESTRING ((529656.11 182596.79,529654.86 182598.74,529684.51 182620.09,529685.86 182618.23)) LINESTRING (-0.132326 51.527408,-0.132343 51.527426,-0.131908 51.527611,-0.13189 51.527594) {“type”:“MultiLineString”,“coordinates”:[[[529656.11,182596.79],[529654.86,182598.74],[529684.51,182620.09],[529685.86,182618.23]]]} {“type”:“LineString”,“coordinates”:[[-0.132326,51.527408],[-0.132343,51.527426],[-0.131908,51.527611],[-0.13189,51.527594]]} 46047530 Defined By Custodian 04/08/2023 11:00:33 PM (51.52751, -0.132117) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 2 mon-sat 09:00-20:00 N/A N/A N/A N/A Frognal Rise NW3 6SH CA-H CA-H 10 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 526270 185917 -0.179928 51.55802 MULTILINESTRING ((526267.06 185921.11,526265.83 185919.91,526265.89 185919.85,526273.91 185912.28,526275.16 185913.74)) LINESTRING (-0.179962 51.558051,-0.179981 51.558041,-0.17998 51.55804,-0.179867 51.55797,-0.179848 51.557983) {“type”:“MultiLineString”,“coordinates”:[[[526267.06,185921.11],[526265.83,185919.91],[526265.89,185919.85],[526273.91,185912.28],[526275.16,185913.74]]]} {“type”:“LineString”,“coordinates”:[[-0.179962,51.558051],[-0.179981,51.558041],[-0.17998,51.55804],[-0.179867,51.55797],[-0.179848,51.557983]]} 46034985 Defined By Custodian 04/08/2023 11:00:33 PM (51.558017, -0.179928) http://opendatacommunities.org/id/london-borough-council/camden
permit holders ev charging only 1 at any time 12 hours N/A N/A N/A Lyndhurst Road NW3 5PX CA-H N/A 6 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 526800 185336 -0.172491 51.55267 MULTILINESTRING ((526802.21 185338.17,526803.2 185336.26,526797.65 185333.28,526796.64 185335.2)) LINESTRING (-0.172457 51.552692,-0.172443 51.552675,-0.172524 51.552649,-0.172538 51.552667) {“type”:“MultiLineString”,“coordinates”:[[[526802.21,185338.17],[526803.2,185336.26],[526797.65,185333.28],[526796.64,185335.2]]]} {“type”:“LineString”,“coordinates”:[[-0.172457,51.552692],[-0.172443,51.552675],[-0.172524,51.552649],[-0.172538,51.552667]]} 46132830 Defined By Custodian 04/08/2023 11:00:33 PM (51.552671, -0.172491) http://opendatacommunities.org/id/london-borough-council/camden
bus cage NA at any time N/A N/A N/A N/A Haverstock Hill NW3 4PR CA-B N/A 23 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 527162 185297 -0.167288 51.55224 MULTILINESTRING ((527155.04 185306.62,527153.22 185304.93,527168.54 185288.03,527170.43 185289.68)) LINESTRING (-0.167382 51.552329,-0.167409 51.552315,-0.167194 51.552159,-0.167166 51.552174) {“type”:“MultiLineString”,“coordinates”:[[[527155.04,185306.62],[527153.22,185304.93],[527168.54,185288.03],[527170.43,185289.68]]]} {“type”:“LineString”,“coordinates”:[[-0.167382,51.552329],[-0.167409,51.552315],[-0.167194,51.552159],[-0.167166,51.552174]]} 46049241 Defined By Custodian 04/08/2023 11:00:32 PM (51.552244, -0.167288) http://opendatacommunities.org/id/london-borough-council/camden
paid-for 2 mon-fri 08:30-18:30, sat 08:30-13:30 2 hours £6.63 (non-diesel) / £8.06 (diesel) 13400 N/A Kirby Street EC1N 8TS CA-D N/A 10 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 531399 181872 -0.107480 51.52050 MULTILINESTRING ((531397.33 181877.23,531399.29 181877.64,531401.44 181867.75,531399.47 181867.35)) LINESTRING (-0.107508 51.52054,-0.10748 51.520543,-0.107453 51.520453,-0.107481 51.52045) {“type”:“MultiLineString”,“coordinates”:[[[531397.33,181877.23],[531399.29,181877.64],[531401.44,181867.75],[531399.47,181867.35]]]} {“type”:“LineString”,“coordinates”:[[-0.107508,51.52054],[-0.10748,51.520543],[-0.107453,51.520453],[-0.107481,51.52045]]} 46134586 Defined By Custodian 04/08/2023 11:00:33 PM (51.520497, -0.10748) http://opendatacommunities.org/id/london-borough-council/camden
electric vehicle recharging 2 at any time N/A N/A N/A N/A Gayton Road NW3 1QW CA-H N/A 12 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 526549 185685 -0.175979 51.55587 MULTILINESTRING ((526552.85 185690.5,526551.04 185691.43,526545.68 185679.82,526547.47 185678.89)) LINESTRING (-0.175925 51.555915,-0.175951 51.555923,-0.176032 51.55582,-0.176007 51.555811) {“type”:“MultiLineString”,“coordinates”:[[[526552.85,185690.5],[526551.04,185691.43],[526545.68,185679.82],[526547.47,185678.89]]]} {“type”:“LineString”,“coordinates”:[[-0.175925,51.555915],[-0.175951,51.555923],[-0.176032,51.55582],[-0.176007,51.555811]]} 46133588 Defined By Custodian 04/08/2023 11:00:33 PM (51.555867, -0.175979) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 2 mon-fri 08:30-18:30 N/A N/A N/A N/A Mill Lane NW6 1NT CA-P CA-P;CA-Q 14 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 524706 185102 -0.202759 51.55104 MULTILINESTRING ((524712.41 185100.41,524712.35 185102.19,524712.07 185102.22,524702.86 185102.89,524698.15 185103.69,524698.01 185101.7),(524712.41 185100.41,524712.35 185102.19,524712.07 185102.22,524702.86 185102.89,524698.15 185103.69,524698.01 185101.7)) LINESTRING (-0.202667 51.551021,-0.202668 51.551037,-0.202672 51.551037,-0.202804 51.551045,-0.202872 51.551054,-0.202875 51.551036) {“type”:“MultiLineString”,“coordinates”:[[[524712.41,185100.41],[524712.35,185102.19],[524712.07,185102.22],[524702.86,185102.89],[524698.15,185103.69],[524698.01,185101.7]],[[524712.41,185100.41],[524712.35,185102.19],[524712.07,185102.22],[524702.86,185102.89],[524698.15,185103.69],[524698.01,185101.7]]]} {“type”:“LineString”,“coordinates”:[[-0.202667,51.551021],[-0.202668,51.551037],[-0.202672,51.551037],[-0.202804,51.551045],[-0.202872,51.551054],[-0.202875,51.551036]]} 46043899 Defined By Custodian 04/08/2023 11:00:33 PM (51.551038, -0.202759) http://opendatacommunities.org/id/london-borough-council/camden
car club 2 at any time N/A N/A N/A N/A Marchmont Street WC1N 1RE CA-D N/A 10 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530144 182381 -0.125370 51.52535 MULTILINESTRING ((530142.1 182384.03,530143.85 182384.63,530143.9 182384.49,530147.32 182375.1,530145.17 182374.42)) LINESTRING (-0.125403 51.525384,-0.125377 51.525389,-0.125377 51.525388,-0.125331 51.525303,-0.125362 51.525297) {“type”:“MultiLineString”,“coordinates”:[[[530142.1,182384.03],[530143.85,182384.63],[530143.9,182384.49],[530147.32,182375.1],[530145.17,182374.42]]]} {“type”:“LineString”,“coordinates”:[[-0.125403,51.525384],[-0.125377,51.525389],[-0.125377,51.525388],[-0.125331,51.525303],[-0.125362,51.525297]]} 46036204 Defined By Custodian 04/08/2023 11:00:33 PM (51.525352, -0.12537) http://opendatacommunities.org/id/london-borough-council/camden
disabled (green permit) 1 at any time N/A N/A N/A N/A Bloomsbury Square WC1A 2RJ CA-C N/A 5 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530325 181626 -0.123044 51.51853 MULTILINESTRING ((530324.5 181628.78,530322.91 181627.58,530326.04 181623.2,530327.69 181624.44)) LINESTRING (-0.123054 51.518555,-0.123078 51.518545,-0.123034 51.518505,-0.12301 51.518515) {“type”:“MultiLineString”,“coordinates”:[[[530324.5,181628.78],[530322.91,181627.58],[530326.04,181623.2],[530327.69,181624.44]]]} {“type”:“LineString”,“coordinates”:[[-0.123054,51.518555],[-0.123078,51.518545],[-0.123034,51.518505],[-0.12301,51.518515]]} 46042375 Defined By Custodian 04/08/2023 11:00:33 PM (51.51853, -0.123044) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 1 mon-fri 12:30-14:30 N/A N/A N/A N/A Templewood Avenue NW3 7XA CA-S CA-S 6 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 525785 186126 -0.186840 51.56000 MULTILINESTRING ((525787.73 186127.5,525786.09 186128.62,525785.82 186128.22,525785.7 186127.98,525783.04 186124.04,525782.42 186123.23,525783.92 186122.08)) LINESTRING (-0.186799 51.560013,-0.186823 51.560023,-0.186827 51.56002,-0.186829 51.560018,-0.186868 51.559983,-0.186877 51.559976,-0.186856 51.559965) {“type”:“MultiLineString”,“coordinates”:[[[525787.73,186127.5],[525786.09,186128.62],[525785.82,186128.22],[525785.7,186127.98],[525783.04,186124.04],[525782.42,186123.23],[525783.92,186122.08]]]} {“type”:“LineString”,“coordinates”:[[-0.186799,51.560013],[-0.186823,51.560023],[-0.186827,51.56002],[-0.186829,51.560018],[-0.186868,51.559983],[-0.186877,51.559976],[-0.186856,51.559965]]} 46035219 Defined By Custodian 04/08/2023 11:00:34 PM (51.56, -0.18684) http://opendatacommunities.org/id/london-borough-council/camden
bus cage NA at any time N/A N/A N/A N/A Midland Road NW1 1AT CA-G N/A 24 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529974 183123 -0.127559 51.53206 MULTILINESTRING ((529978.85 183112.76,529976.12 183111.73,529968.3 183133.24,529970.87 183134.19)) LINESTRING (-0.127486 51.531971,-0.127526 51.531962,-0.12763 51.532157,-0.127593 51.532165) {“type”:“MultiLineString”,“coordinates”:[[[529978.85,183112.76],[529976.12,183111.73],[529968.3,183133.24],[529970.87,183134.19]]]} {“type”:“LineString”,“coordinates”:[[-0.127486,51.531971],[-0.127526,51.531962],[-0.12763,51.532157],[-0.127593,51.532165]]} 46134438 Defined By Custodian 04/08/2023 11:00:33 PM (51.532064, -0.127559) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 3 mon-fri 12:30-14:30 N/A N/A N/A N/A Ferncroft Avenue NW3 7PE CA-S CA-S 17 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 525518 185919 -0.190763 51.55820 MULTILINESTRING ((525524.84 185913.59,525525.94 185915.33,525511.08 185924.6,525510.01 185922.86)) LINESTRING (-0.190666 51.558149,-0.19065 51.558164,-0.190861 51.558251,-0.190877 51.558236) {“type”:“MultiLineString”,“coordinates”:[[[525524.84,185913.59],[525525.94,185915.33],[525511.08,185924.6],[525510.01,185922.86]]]} {“type”:“LineString”,“coordinates”:[[-0.190666,51.558149],[-0.19065,51.558164],[-0.190861,51.558251],[-0.190877,51.558236]]} 46133584 Defined By Custodian 04/08/2023 11:00:33 PM (51.5582, -0.190763) http://opendatacommunities.org/id/london-borough-council/camden
paid-for 4 mon-fri 08:30-18:30, sat-sun 09:30-17:30 2 hours £4.83 (non-diesel) / £5.87 (diesel) 13591 F202 Kentish Town Road NW1 9NX CA-F N/A 26 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528934 183990 -0.142225 51.54009 MULTILINESTRING ((528934.3 183974.93,528931.65 183975.06,528931.66 183975.24,528933.6 183996.98,528933.73 183998.43,528933.88 183999.88,528933.9 184000.06,528936.55 183999.81)) LINESTRING (-0.142221 51.539958,-0.142259 51.53996,-0.142259 51.539962,-0.142223 51.540157,-0.142221 51.54017,-0.142218 51.540183,-0.142218 51.540184,-0.14218 51.540181) {“type”:“MultiLineString”,“coordinates”:[[[528934.3,183974.93],[528931.65,183975.06],[528931.66,183975.24],[528933.6,183996.98],[528933.73,183998.43],[528933.88,183999.88],[528933.9,184000.06],[528936.55,183999.81]]]} {“type”:“LineString”,“coordinates”:[[-0.142221,51.539958],[-0.142259,51.53996],[-0.142259,51.539962],[-0.142223,51.540157],[-0.142221,51.54017],[-0.142218,51.540183],[-0.142218,51.540184],[-0.14218,51.540181]]} 46048212 Defined By Custodian 04/08/2023 11:00:33 PM (51.540094, -0.142225) http://opendatacommunities.org/id/london-borough-council/camden
business scheme a 1 mon-sat 08:30-18:30 N/A N/A N/A N/A Alfred Mews WC1E 7ER CA-E BUSA 5 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529559 181882 -0.133992 51.52101 MULTILINESTRING ((529561.84 181882.56,529561.15 181884.27,529555.59 181881.9,529556.27 181880.2)) LINESTRING (-0.133947 51.521011,-0.133956 51.521026,-0.134037 51.521006,-0.134028 51.520991) {“type”:“MultiLineString”,“coordinates”:[[[529561.84,181882.56],[529561.15,181884.27],[529555.59,181881.9],[529556.27,181880.2]]]} {“type”:“LineString”,“coordinates”:[[-0.133947,51.521011],[-0.133956,51.521026],[-0.134037,51.521006],[-0.134028,51.520991]]} 46035928 Defined By Custodian 04/08/2023 11:00:33 PM (51.521009, -0.133992) http://opendatacommunities.org/id/london-borough-council/camden
disabled (dedicated) 1 at any time N/A N/A N/A N/A Chalton Street NW1 1JR CA-G N/A 4 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529756 182917 -0.130775 51.53027 MULTILINESTRING ((529756.2 182914.58,529757.69 182915.6,529754.84 182920.05,529753.44 182919.17)) LINESTRING (-0.130767 51.530241,-0.130745 51.53025,-0.130785 51.530291,-0.130805 51.530283) {“type”:“MultiLineString”,“coordinates”:[[[529756.2,182914.58],[529757.69,182915.6],[529754.84,182920.05],[529753.44,182919.17]]]} {“type”:“LineString”,“coordinates”:[[-0.130767,51.530241],[-0.130745,51.53025],[-0.130785,51.530291],[-0.130805,51.530283]]} 46049459 Defined By Custodian 04/08/2023 11:00:33 PM (51.530266, -0.130775) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 1 mon-sat 09:00-19:00 N/A N/A N/A N/A Frognal Lane NW3 7DG CA-H CA-H 8 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 525937 185467 -0.184882 51.55405 MULTILINESTRING ((525941.25 185469.1,525941.65 185467.14,525932.96 185465.35,525932.58 185467.29)) LINESTRING (-0.184822 51.554062,-0.184816 51.554044,-0.184942 51.55403,-0.184947 51.554047) {“type”:“MultiLineString”,“coordinates”:[[[525941.25,185469.1],[525941.65,185467.14],[525932.96,185465.35],[525932.58,185467.29]]]} {“type”:“LineString”,“coordinates”:[[-0.184822,51.554062],[-0.184816,51.554044],[-0.184942,51.55403],[-0.184947,51.554047]]} 46035041 Defined By Custodian 04/08/2023 11:00:33 PM (51.554046, -0.184882) http://opendatacommunities.org/id/london-borough-council/camden
electric vehicle recharging 2 at any time N/A N/A N/A N/A Hadley Street NW1 8SN CA-F N/A 13 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528668 184542 -0.145858 51.54512 MULTILINESTRING ((528667.32 184548.92,528665.34 184548.55,528667.79 184535.54,528669.76 184535.9)) LINESTRING (-0.145859 51.545178,-0.145888 51.545175,-0.145857 51.545057,-0.145828 51.54506) {“type”:“MultiLineString”,“coordinates”:[[[528667.32,184548.92],[528665.34,184548.55],[528667.79,184535.54],[528669.76,184535.9]]]} {“type”:“LineString”,“coordinates”:[[-0.145859,51.545178],[-0.145888,51.545175],[-0.145857,51.545057],[-0.145828,51.54506]]} 46134370 Defined By Custodian 04/08/2023 11:00:33 PM (51.545117, -0.145858) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 1 mon-fri 08:30-18:30, sat 08:30-13:30 N/A N/A N/A N/A Seaford Street WC1H 8JW CA-D CA-D 3 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530490 182622 -0.120298 51.52744 MULTILINESTRING ((530491.67 182619.92,530489.78 182619.52,530488.89 182623.09,530490.95 182623.5)) LINESTRING (-0.120279 51.527424,-0.120307 51.527421,-0.120318 51.527453,-0.120288 51.527456) {“type”:“MultiLineString”,“coordinates”:[[[530491.67,182619.92],[530489.78,182619.52],[530488.89,182623.09],[530490.95,182623.5]]]} {“type”:“LineString”,“coordinates”:[[-0.120279,51.527424],[-0.120307,51.527421],[-0.120318,51.527453],[-0.120288,51.527456]]} 46043099 Defined By Custodian 04/08/2023 11:00:33 PM (51.527438, -0.120298) http://opendatacommunities.org/id/london-borough-council/camden
paid-for 2 mon-sat 08:30-18:30 2 hours £6.63 (non-diesel) / £8.06 (diesel) 13318 N/A Newman’s Row WC2A 3PD CA-C N/A 10 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530850 181515 -0.115529 51.51741 MULTILINESTRING ((530848.62 181520.35,530846.96 181519.65,530851.07 181509.99,530852.72 181510.69)) LINESTRING (-0.115545 51.51746,-0.115569 51.517454,-0.115514 51.517366,-0.115489 51.517372) {“type”:“MultiLineString”,“coordinates”:[[[530848.62,181520.35],[530846.96,181519.65],[530851.07,181509.99],[530852.72,181510.69]]]} {“type”:“LineString”,“coordinates”:[[-0.115545,51.51746],[-0.115569,51.517454],[-0.115514,51.517366],[-0.115489,51.517372]]} 46128642 Defined By Custodian 04/08/2023 11:00:33 PM (51.517413, -0.115529) http://opendatacommunities.org/id/london-borough-council/camden
loading 1 mon-sat 09:00-20:00 N/A N/A N/A N/A Heath Street NW3 6TU CA-H N/A 9 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 526364 185689 -0.178654 51.55595 MULTILINESTRING ((526365.08 185693.13,526362.4 185693.05,526362.46 185693.05,526362.98 185685.29,526362.98 185685.11,526365.71 185685.21)) LINESTRING (-0.178631 51.55598,-0.17867 51.55598,-0.178669 51.55598,-0.178664 51.55591,-0.178664 51.555909,-0.178625 51.555909) {“type”:“MultiLineString”,“coordinates”:[[[526365.08,185693.13],[526362.4,185693.05],[526362.46,185693.05],[526362.98,185685.29],[526362.98,185685.11],[526365.71,185685.21]]]} {“type”:“LineString”,“coordinates”:[[-0.178631,51.55598],[-0.17867,51.55598],[-0.178669,51.55598],[-0.178664,51.55591],[-0.178664,51.555909],[-0.178625,51.555909]]} 46048707 Defined By Custodian 04/08/2023 11:00:33 PM (51.555945, -0.178654) http://opendatacommunities.org/id/london-borough-council/camden
disabled (blue badge) 1 at any time N/A N/A N/A N/A Belsize Avenue NW3 4BN CA-B N/A 5 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 527100 185077 -0.168252 51.55028 MULTILINESTRING ((527101.81 185079.78,527103.21 185078.49,527099.14 185074.14,527097.63 185075.5)) LINESTRING (-0.168231 51.550303,-0.168212 51.550291,-0.168272 51.550253,-0.168293 51.550265) {“type”:“MultiLineString”,“coordinates”:[[[527101.81,185079.78],[527103.21,185078.49],[527099.14,185074.14],[527097.63,185075.5]]]} {“type”:“LineString”,“coordinates”:[[-0.168231,51.550303],[-0.168212,51.550291],[-0.168272,51.550253],[-0.168293,51.550265]]} 46047264 Defined By Custodian 04/08/2023 11:00:34 PM (51.550278, -0.168252) http://opendatacommunities.org/id/london-borough-council/camden
free (buses) 1 mon-fri 08:00-09:00 & 15:00-17:00 30 minutes N/A N/A N/A Buckland Crescent NW3 5DH CA-B N/A 10 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 526802 184623 -0.172713 51.54627 MULTILINESTRING ((526800.65 184617.52,526802.73 184617.49,526803.36 184627.1,526803.37 184627.37,526801.26 184627.45)) LINESTRING (-0.172739 51.546216,-0.172709 51.546215,-0.172696 51.546302,-0.172696 51.546304,-0.172727 51.546305) {“type”:“MultiLineString”,“coordinates”:[[[526800.65,184617.52],[526802.73,184617.49],[526803.36,184627.1],[526803.37,184627.37],[526801.26,184627.45]]]} {“type”:“LineString”,“coordinates”:[[-0.172739,51.546216],[-0.172709,51.546215],[-0.172696,51.546302],[-0.172696,51.546304],[-0.172727,51.546305]]} 46035752 Defined By Custodian 04/08/2023 11:00:33 PM (51.546269, -0.172713) http://opendatacommunities.org/id/london-borough-council/camden
disabled (blue badge) 1 at any time N/A N/A N/A N/A Patshull Road NW5 2LB CA-M N/A 6 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529021 184789 -0.140677 51.54725 MULTILINESTRING ((529024.55 184787.98,529024.59 184790.16,529018.18 184790.38,529018.21 184788.33,529018.35 184788.27)) LINESTRING (-0.140622 51.547245,-0.140621 51.547264,-0.140713 51.547268,-0.140714 51.547249,-0.140712 51.547249) {“type”:“MultiLineString”,“coordinates”:[[[529024.55,184787.98],[529024.59,184790.16],[529018.18,184790.38],[529018.21,184788.33],[529018.35,184788.27]]]} {“type”:“LineString”,“coordinates”:[[-0.140622,51.547245],[-0.140621,51.547264],[-0.140713,51.547268],[-0.140714,51.547249],[-0.140712,51.547249]]} 46048405 Defined By Custodian 04/08/2023 11:00:33 PM (51.547255, -0.140677) http://opendatacommunities.org/id/london-borough-council/camden
disabled (blue badge) 1 at any time N/A N/A N/A N/A Hawley Crescent NW1 8NP CA-F N/A 6 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528838 184080 -0.143567 51.54092 MULTILINESTRING ((528841.6 184080.25,528840.66 184081.99,528834.81 184078.95,528835.82 184077.24)) LINESTRING (-0.143518 51.540926,-0.143531 51.540942,-0.143617 51.540916,-0.143603 51.5409) {“type”:“MultiLineString”,“coordinates”:[[[528841.6,184080.25],[528840.66,184081.99],[528834.81,184078.95],[528835.82,184077.24]]]} {“type”:“LineString”,“coordinates”:[[-0.143518,51.540926],[-0.143531,51.540942],[-0.143617,51.540916],[-0.143603,51.5409]]} 46047864 Defined By Custodian 04/08/2023 11:00:33 PM (51.540921, -0.143567) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 3 mon-fri 08:30-18:30 N/A N/A N/A N/A Lymington Road NW6 1XR CA-P CA-P 15 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 525909 185044 -0.185437 51.55025 MULTILINESTRING ((525915.89 185047.82,525914.76 185049.48,525902.29 185040.94,525903.39 185039.25)) LINESTRING (-0.185338 51.550281,-0.185353 51.550296,-0.185536 51.550222,-0.185521 51.550207) {“type”:“MultiLineString”,“coordinates”:[[[525915.89,185047.82],[525914.76,185049.48],[525902.29,185040.94],[525903.39,185039.25]]]} {“type”:“LineString”,“coordinates”:[[-0.185338,51.550281],[-0.185353,51.550296],[-0.185536,51.550222],[-0.185521,51.550207]]} 46133648 Defined By Custodian 04/08/2023 11:00:33 PM (51.550252, -0.185437) http://opendatacommunities.org/id/london-borough-council/camden
resident permit holders only 4 at any time N/A N/A N/A N/A Serle Street WC2A 3QP CA-C CA-C 19 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530958 181272 -0.114063 51.51521 MULTILINESTRING ((530954.49 181281.61,530952.88 181280.59,530961.3 181263.04,530962.98 181263.92)) LINESTRING (-0.114109 51.51529,-0.114132 51.515281,-0.114017 51.515121,-0.113993 51.515129) {“type”:“MultiLineString”,“coordinates”:[[[530954.49,181281.61],[530952.88,181280.59],[530961.3,181263.04],[530962.98,181263.92]]]} {“type”:“LineString”,“coordinates”:[[-0.114109,51.51529],[-0.114132,51.515281],[-0.114017,51.515121],[-0.113993,51.515129]]} 46043026 Defined By Custodian 04/08/2023 11:00:32 PM (51.515205, -0.114063) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 3 mon-fri 10:00-12:00 N/A N/A N/A N/A Lissenden Gardens NW5 1PP CA-U CA-U 16 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 528446 185909 -0.148555 51.55745 MULTILINESTRING ((528454.91 185914.47,528453.68 185915.85,528439.91 185905.96,528439.76 185905.84,528440.79 185904.42)) LINESTRING (-0.148422 51.557498,-0.148439 51.557511,-0.148641 51.557425,-0.148644 51.557424,-0.148629 51.557411) {“type”:“MultiLineString”,“coordinates”:[[[528454.91,185914.47],[528453.68,185915.85],[528439.91,185905.96],[528439.76,185905.84],[528440.79,185904.42]]]} {“type”:“LineString”,“coordinates”:[[-0.148422,51.557498],[-0.148439,51.557511],[-0.148641,51.557425],[-0.148644,51.557424],[-0.148629,51.557411]]} 46044941 Defined By Custodian 04/08/2023 11:00:33 PM (51.557454, -0.148555) http://opendatacommunities.org/id/london-borough-council/camden
dockless bike hire 1 at any time N/A N/A N/A N/A Southampton Place WC1A 2EA CA-C N/A 5 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530436 181544 -0.121483 51.51776 MULTILINESTRING ((530438.08 181542.21,530436.36 181541.02,530433.52 181545.09,530435.19 181546.25)) LINESTRING (-0.12145 51.517751,-0.121475 51.517741,-0.121515 51.517778,-0.12149 51.517788) {“type”:“MultiLineString”,“coordinates”:[[[530438.08,181542.21],[530436.36,181541.02],[530433.52,181545.09],[530435.19,181546.25]]]} {“type”:“LineString”,“coordinates”:[[-0.12145,51.517751],[-0.121475,51.517741],[-0.121515,51.517778],[-0.12149,51.517788]]} 46131280 Defined By Custodian 04/08/2023 11:00:33 PM (51.517764, -0.121483) http://opendatacommunities.org/id/london-borough-council/camden
bus cage NA at any time N/A N/A N/A N/A St Pancras Way NW1 9EG CA-G N/A 24 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529326 184248 -0.136480 51.54232 MULTILINESTRING ((529335.43 184242.55,529333.61 184240.23,529316.03 184253.88,529317.85 184256.15)) LINESTRING (-0.136342 51.542272,-0.136369 51.542251,-0.136617 51.542378,-0.13659 51.542398) {“type”:“MultiLineString”,“coordinates”:[[[529335.43,184242.55],[529333.61,184240.23],[529316.03,184253.88],[529317.85,184256.15]]]} {“type”:“LineString”,“coordinates”:[[-0.136342,51.542272],[-0.136369,51.542251],[-0.136617,51.542378],[-0.13659,51.542398]]} 46131164 Defined By Custodian 04/08/2023 11:00:33 PM (51.542325, -0.13648) http://opendatacommunities.org/id/london-borough-council/camden
bus cage NA at any time N/A N/A N/A N/A Haverstock Hill NW3 2AT CA-B N/A 17 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 527482 184973 -0.162795 51.54926 MULTILINESTRING ((527487.27 184966.75,527488.78 184968.81,527476.05 184978.69,527474.46 184976.69)) LINESTRING (-0.162716 51.5492,-0.162693 51.549218,-0.162873 51.54931,-0.162897 51.549292) {“type”:“MultiLineString”,“coordinates”:[[[527487.27,184966.75],[527488.78,184968.81],[527476.05,184978.69],[527474.46,184976.69]]]} {“type”:“LineString”,“coordinates”:[[-0.162716,51.5492],[-0.162693,51.549218],[-0.162873,51.54931],[-0.162897,51.549292]]} 46046996 Defined By Custodian 04/08/2023 11:00:32 PM (51.549255, -0.162795) http://opendatacommunities.org/id/london-borough-council/camden
electric vehicle recharging 1 at any time N/A N/A N/A N/A South End Road NW3 2RN CA-H N/A 5 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 527193 185738 -0.166674 51.55619 MULTILINESTRING ((527192.21 185734.82,527194.24 185734.73,527194.47 185740.22,527192.44 185740.3)) LINESTRING (-0.166691 51.556169,-0.166662 51.556168,-0.166657 51.556217,-0.166686 51.556218) {“type”:“MultiLineString”,“coordinates”:[[[527192.21,185734.82],[527194.24,185734.73],[527194.47,185740.22],[527192.44,185740.3]]]} {“type”:“LineString”,“coordinates”:[[-0.166691,51.556169],[-0.166662,51.556168],[-0.166657,51.556217],[-0.166686,51.556218]]} 46130187 Defined By Custodian 04/08/2023 11:00:32 PM (51.556193, -0.166674) http://opendatacommunities.org/id/london-borough-council/camden
permit holders only 30 mon-fri 08:30-18:30 N/A N/A N/A N/A Camden Square NW1 9UP CA-N CA-N 153 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 529616 184549 -0.132188 51.54496 MULTILINESTRING ((529567.92 184488.72,529566.45 184489.98,529566.55 184490.09,529664 184607.96,529664.11 184608.09,529665.85 184606.76)) LINESTRING (-0.132901 51.544431,-0.132921 51.544442,-0.13292 51.544443,-0.131472 51.54548,-0.13147 51.545481,-0.131446 51.545469) {“type”:“MultiLineString”,“coordinates”:[[[529567.92,184488.72],[529566.45,184489.98],[529566.55,184490.09],[529664,184607.96],[529664.11,184608.09],[529665.85,184606.76]]]} {“type”:“LineString”,“coordinates”:[[-0.132901,51.544431],[-0.132921,51.544442],[-0.13292,51.544443],[-0.131472,51.54548],[-0.13147,51.545481],[-0.131446,51.545469]]} 46048447 Defined By Custodian 04/08/2023 11:00:33 PM (51.544958, -0.132188) http://opendatacommunities.org/id/london-borough-council/camden
bus cage 1 at any time N/A N/A N/A N/A Russell Square WC1B 5EA CA-E N/A 37 The information provider and/ or licensor are not liable for any errors or omissions contained within this dataset and shall not be liable for any loss, injury or damage caused by its use. 530007 182022 -0.127490 51.52216 MULTILINESTRING ((529990.73 182012.69,529992.43 182010.38,530022.11 182031.42,530020.77 182033.4)) LINESTRING (-0.127721 51.522082,-0.127697 51.522061,-0.127262 51.522243,-0.12728 51.522261) {“type”:“MultiLineString”,“coordinates”:[[[529990.73,182012.69],[529992.43,182010.38],[530022.11,182031.42],[530020.77,182033.4]]]} {“type”:“LineString”,“coordinates”:[[-0.127721,51.522082],[-0.127697,51.522061],[-0.127262,51.522243],[-0.12728,51.522261]]} 46035881 Defined By Custodian 04/08/2023 11:00:32 PM (51.522162, -0.12749) http://opendatacommunities.org/id/london-borough-council/camden

Ακολούθως κρατήσαμε τη λίστα με τις εκάστοτε διαθέσιμες θέσεις κι εξαφανίσαμε τις μη διαθέσιμες τιμές (NA) γράφοντας:

thesis <- Parking_Bays$Parking.Spaces
thesisNA <- thesis[!is.na(thesis)]

Ακολούθως σχηματίζουμε τον πίνακα συχνοτήτων των τιμών της λίστας thesisNA, δηλαδή τον πίνακα που δίνει τη συχνότητα εμφάνισης για το κάθε πλήθος θέσεων πάρκινγκ:

pinakas <- table(thesisNA)
thesisNA Freq
1 2805
2 1400
3 940
4 692
5 506
6 358
7 314
8 234
9 163
10 134
11 110
12 77
13 71
14 56
15 52
16 49
17 49
18 36
19 45
20 21
21 29
22 16
23 12
24 13
25 10
26 14
27 12
28 7
29 11
30 6
31 5
32 6
33 9
34 4
35 2
36 9
37 2
38 2
39 3
40 1
43 1
45 1
47 1
48 1
49 1
52 1
55 1
60 1

Έχουμε λοιπόν ότι 1 θέση πάρκινγκ έχουν 2805 περιοχές, 2 θέσεις πάρκινγκ έχουν 1400 περιοχές, 3 θέσεις πάρκινγκ έχουν 940 περιοχές κ.ο.κ.

Ακολούθως, κρατάμε τα πλήθη των θέσεων πάρκινγκ που εμφανίζονται γράφοντας:

times_d <- as.integer(names(pinakas))

Και τώρα είμαστε έτοιμοι να εκτελέσουμε τα τεστ μας.

Όσον αφορά την ομοιόμορφη κατανομή θα πρέπει αρχικά να δούμε πόσες πιθανές περιπτώσεις για θέσεις πάρκινγκ υπάρχουν. Οπότε γράφουμε:

periptosis <- length(times_d)

Στόχος μας τώρα είναι να φτιάξουμε μια λίστα με τις πιθανότητες που αντιστοιχούν στην κάθε περίπτωση. Πχ είναι 30% πιθανό να τύχουμε 1 θέση πάρκινγκ, 27% να τύχουμε 2 θέσεις πάρκινγκ κ.τ.λ. Εμείς όμως θέλουμε να φτιάξουμε τη λίστα με τις πιθανότητες που θα είχαν οι θέσεις πάρκινγκ, αν ακολουθούσαν την ομοιόμορφη κατανομή. Έτσι, αφού στην ομοιόμορφη κατανομή κάθε περίπτωση έχει ίδια πιθανότητα με τις άλλες, θα φτιάξουμε μια λίστα που θα επαναλαμβάνεται η ίδια ακριβώς πιθανότητα:

pithOm <- rep(1/periptosis, periptosis)

Δηλαδή εμείς εδώ έχουμε 48 περιπτώσεις, άρα θέλαμε μια λίστα 48 στοιχείων (ένα για κάθε περίπτωση) όπου το κάθε στοιχείο θα είναι το \(\frac{1}{48}\), ώστε συνολικά να έχουμε πιθανότητα 1, δηλαδή 100%.

Έτσι, το τεστ \(\chi^2\) εκτελείται χρησιμοποιώντας και πάλι τη συνάρτηση chisq.test(💻💻💻,📸📸📸), όπου:

  • στη θέση του 💻💻💻 θα βάλουμε τον πίνακα συχνοτήτων μας και

  • στη θέση του 📸📸📸 θα βάλουμε τη λίστα με τις πιθανότητες.

Έτσι, γράφοουμε απλά:

chisq.test(pinakas, p = pithOm)
## 
##  Chi-squared test for given probabilities
## 
## data:  pinakas
## X-squared = 60077, df = 47, p-value < 2.2e-16

Οπότε βρίσκουμε ότι η p-τιμή είναι απειροελάχιστη, άρα και σίγουρα μικρότερη του 0.05. Επομένως η μηδενική υπόθεση είναι αρκετά απίθανη, άρα απορρίπτεται, όπερ σημαίνει ότι το δείγμα μας δεν ακολουθεί την ομοιόμορφη κατανομή.

Ομοίως απορρίπτεται και η υπόθεση ότι το δείγμα μας ακολουθεί την διωνυμική κατανομή \(\mathcal{B}(10,\frac{1}{10})\) ή την \(\mathcal{B}(35,\frac{3}{22})\). Αυτό το βλέπουμε, αν και δεν θα παρουσιάσουμε την εικόνα του αποτελέσματος, εκτελώντας τις εντολές:

pithDion1 <- dbinom(times_d, size=10, prob=1/10)
chisq.test(pinakas, p = pithDion1, rescale.p = TRUE)
## Warning in chisq.test(pinakas, p = pithDion1, rescale.p = TRUE): Chi-squared approximation may
## be incorrect
## 
##  Chi-squared test for given probabilities
## 
## data:  pinakas
## X-squared = Inf, df = 47, p-value < 2.2e-16
pithDion2 <- dbinom(times_d, size=35, prob=3/22)
chisq.test(pinakas, p = pithDion2, rescale.p = TRUE)
## Warning in chisq.test(pinakas, p = pithDion2, rescale.p = TRUE): Chi-squared approximation may
## be incorrect
## 
##  Chi-squared test for given probabilities
## 
## data:  pinakas
## X-squared = Inf, df = 47, p-value < 2.2e-16

Η εντολή rescale.p = TRUE πήγε ώστε οι τιμές των πιθανοτήτων να επαναπροσαρμοστούν, ώστε να βγάζουν άθροισμα 1. Το ότι δεν έβγαζαν άθροισμα 1 οφείλεται σε σφάλματα στρογγυλοποίησης που προέκυψαν τώρα, και γι’ αυτό δεν το χρειαστήκαμε στην περίπτωση της ομοιόμορφης κατανομής προηγουμένως.

Μπορούμε να διαπιστώσουμε ότι απορρίπτεται και μια συγκεκριμένη υπεργεωμετρική κατανομή (αυτή της ενότητας που παρουσιάστηκε) γράφοντας:

pithYpGeom <- dhyper(times_d, 12, 40, 5)
chisq.test(pinakas, p = pithYpGeom, rescale.p = TRUE)
## Warning in chisq.test(pinakas, p = pithYpGeom, rescale.p = TRUE): Chi-squared approximation
## may be incorrect
## 
##  Chi-squared test for given probabilities
## 
## data:  pinakas
## X-squared = Inf, df = 47, p-value < 2.2e-16

Στο σημείο αυτό θα μπορούσε κάποιος, δικαίως, ν’ αρχίσει να κουράζεται. Θα ήταν καλή ιδέα τοιαύτη περιπτώσει, αντί να ελέγχουμε στα τυφλά τις διάφορες κατανομές, να κάνουμε ένα ιστόγραμμα για να μας προσανατολίσει:

hist(thesisNA)

Παρατηρούμε ότι το ιστόγραμμα μοιάζει πολύ με αυτό της γεωμετρικής κατανομής. Οπότε θα είναι και αυτή που θα δοκιμάσουμε.

Η πιο κοντινή περίπτωση για τη γεωμετρική κατανομή είναι αυτή που έχει πιθανότητα τον αντίστροφο της μέσης τιμής του δείγματός μας. Έτσι γράφουμε:

pithGeom <- dgeom(times_d, p = 1/mean(thesisNA))
chisq.test(pinakas, p = pithGeom, rescale.p = TRUE)
## Warning in chisq.test(pinakas, p = pithGeom, rescale.p = TRUE): Chi-squared approximation may
## be incorrect
## 
##  Chi-squared test for given probabilities
## 
## data:  pinakas
## X-squared = 6085.5, df = 47, p-value < 2.2e-16

όπου έχουμε τη δυσάρεστη έκπληξη να απορρίπτεται και αυτή η κατανομή. Τα φαινόμενα απατούν τελικά.

Αν μία φορά ήταν απίθανο ν’ ακολουθεί την γεωμετρική κατανομή τότε είναι 1000 φορές απίθανο ν’ ακολουθεί την αρνητική διωνυμική και την Poisson. Ήδη τα ιστογράμματα μάς λένε «Ούτε να το σκέφτεσαι». Παραταύτα, για λόγους πληρότητας των καταγεγραμένων περιπτώσεων θα κάνουμε δύο ακόμα ελέγχους κι ας είναι αναμενόμενη η απόρριψη των κατανομών αυτών.

pithArnDion <- dnbinom(times_d, size = 8, prob = 2/3)
chisq.test(pinakas, p = pithArnDion, rescale.p = TRUE)
## Warning in chisq.test(pinakas, p = pithArnDion, rescale.p = TRUE): Chi-squared approximation
## may be incorrect
## 
##  Chi-squared test for given probabilities
## 
## data:  pinakas
## X-squared = 1.4588e+17, df = 47, p-value < 2.2e-16
pithPois <- dpois(times_d, mean(thesisNA))
chisq.test(pinakas, p = pithPois, rescale.p = TRUE)
## Warning in chisq.test(pinakas, p = pithPois, rescale.p = TRUE): Chi-squared approximation may
## be incorrect
## 
##  Chi-squared test for given probabilities
## 
## data:  pinakas
## X-squared = 4.4163e+41, df = 47, p-value < 2.2e-16

Συνολικά ασχοληθήκαμε με αυτόν τον κώδικα:

thesis <- Parking_Bays$`Parking Spaces`
thesisNA <- thesis[!is.na(thesis)]
pinakas <- table(thesisNA)
times_d <- as.integer(names(pinakas))
periptosis <- length(times_d)
pithOm <- rep(1/periptosis, periptosis)
chisq.test(pinakas, p = pithOm)
pithDion1 <- dbinom(times_d, size=10, prob=1/10)
chisq.test(pinakas, p = pithDion1, rescale.p = TRUE)
pithDion2 <- dbinom(times_d, size=35, prob=3/22)
chisq.test(pinakas, p = pithDion2, rescale.p = TRUE)
pithYpGeom <- dhyper(times_d, 12, 40, 5)
chisq.test(pinakas, p = pithYpGeom, rescale.p = TRUE)
hist(thesisNA)
pithGeom <- dgeom(times_d, p = 1/mean(thesisNA))
chisq.test(pinakas, p = pithGeom, rescale.p = TRUE)
pithArnDion <- dnbinom(times_d, size = 8, prob = 2/3)
chisq.test(pinakas, p = pithArnDion, rescale.p = TRUE)
pithPois <- dpois(times_d, mean(thesisNA))
chisq.test(pinakas, p = pithPois, rescale.p = TRUE)