Fetch records from any open.toronto.ca CKAN resource
Source:R/datasets_toronto_open.R
morie_datasets_toronto_open_ckan_resource.RdPhase 3EEE2. Generic loader hitting CKAN's datastore_search
endpoint for an arbitrary Toronto package resource.
Examples
# \donttest{
if (requireNamespace("rmoriedata", quietly = TRUE)) withAutoprint({
# the datastore resource of the neighbourhood-crime-rates package (package_show, 2026-10)
df <- try(morie_datasets_toronto_open_ckan_resource(
"d4160604-9f3e-4589-8821-9fd70fa350b3", limit = 5L
))
if (!inherits(df, "try-error")) head(df)
})
#> > df <- try(morie_datasets_toronto_open_ckan_resource("d4160604-9f3e-4589-8821-9fd70fa350b3",
#> + limit = 5L))
#> > if (!inherits(df, "try-error")) head(df)
#> _id AREA_NAME HOOD_ID ASSAULT_2014 ASSAULT_2015 ASSAULT_2016
#> 1 1 South Eglinton-Davisville 174 55 56 66
#> 2 2 North Toronto 173 53 57 47
#> 3 3 Dovercourt Village 172 62 65 92
#> 4 4 Junction-Wallace Emerson 171 164 159 171
#> 5 5 Yonge-Bay Corridor 170 387 521 481
#> ASSAULT_2017 ASSAULT_2018 ASSAULT_2019 ASSAULT_2020 ASSAULT_2021 ASSAULT_2022
#> 1 73 74 62 74 106 122
#> 2 61 66 84 80 118 136
#> 3 105 106 113 91 115 103
#> 4 161 163 186 171 182 138
#> 5 602 576 660 377 325 441
#> ASSAULT_2023 ASSAULT_2024 ASSAULT_2025 ASSAULT_RATE_2014 ASSAULT_RATE_2015
#> 1 100 123 126 301.1718 304.9113
#> 2 105 128 129 455.7572 492.3130
#> 3 104 118 128 456.1507 481.4102
#> 4 230 195 200 698.2586 667.0303
#> 5 543 554 560 3750.0000 4761.9048
#> ASSAULT_RATE_2016 ASSAULT_RATE_2017 ASSAULT_RATE_2018 ASSAULT_RATE_2019
#> 1 342.8215 356.3409 340.3394 270.6833
#> 2 406.3986 482.2134 477.5342 561.7602
#> 3 680.1715 777.8930 785.9420 841.1494
#> 4 697.9022 652.8792 655.4081 743.3458
#> 5 4119.5615 4949.8438 4541.1543 5015.1978
#> ASSAULT_RATE_2020 ASSAULT_RATE_2021 ASSAULT_RATE_2022 ASSAULT_RATE_2023
#> 1 309.7012 427.8334 474.3944 368.7451
#> 2 501.2845 700.5046 766.3699 554.1774
#> 3 685.6024 878.8018 786.8001 783.8408
#> 4 685.3433 734.6708 541.3676 864.6617
#> 5 2785.1655 2345.3850 3042.2185 3523.6860
#> ASSAULT_RATE_2024 ASSAULT_RATE_2025 AUTOTHEFT_2014 AUTOTHEFT_2015
#> 1 434.3680 435.9560 2 4
#> 2 640.1600 626.7612 8 2
#> 3 883.7628 974.9410 11 15
#> 4 709.1941 720.0201 21 18
#> 5 3416.8003 3361.1428 13 20
#> AUTOTHEFT_2016 AUTOTHEFT_2017 AUTOTHEFT_2018 AUTOTHEFT_2019 AUTOTHEFT_2020
#> 1 8 7 14 8 15
#> 2 2 2 3 5 14
#> 3 18 15 12 13 24
#> 4 14 18 34 24 47
#> 5 20 14 32 37 16
#> AUTOTHEFT_2021 AUTOTHEFT_2022 AUTOTHEFT_2023 AUTOTHEFT_2024 AUTOTHEFT_2025
#> 1 16 10 20 19 17
#> 2 15 10 20 10 14
#> 3 11 25 29 36 17
#> 4 35 47 37 47 30
#> 5 18 30 48 38 27
#> AUTOTHEFT_RATE_2014 AUTOTHEFT_RATE_2015 AUTOTHEFT_RATE_2016
#> 1 10.95170 21.77938 41.55412
#> 2 68.79353 17.27414 17.29356
#> 3 80.92996 111.09465 133.07704
#> 4 89.41116 75.51286 57.13819
#> 5 125.96899 182.79865 171.29153
#> AUTOTHEFT_RATE_2017 AUTOTHEFT_RATE_2018 AUTOTHEFT_RATE_2019
#> 1 34.16968 64.38854 34.92687
#> 2 15.81028 21.70610 33.43811
#> 3 111.12757 88.97457 96.76939
#> 4 72.99270 136.71089 95.91560
#> 5 115.11265 252.28635 281.15503
#> AUTOTHEFT_RATE_2020 AUTOTHEFT_RATE_2021 AUTOTHEFT_RATE_2022
#> 1 62.77727 64.57862 38.88478
#> 2 87.72479 89.04720 56.35073
#> 3 180.81821 84.05930 190.97090
#> 4 188.36920 141.28285 184.37880
#> 5 118.20331 129.89824 206.95364
#> AUTOTHEFT_RATE_2023 AUTOTHEFT_RATE_2024 AUTOTHEFT_RATE_2025 BIKETHEFT_2014
#> 1 73.74903 67.0975 58.81946 14
#> 2 105.55761 50.0125 68.02060 8
#> 3 218.57100 269.6225 129.48434 29
#> 4 139.09775 170.9340 108.00302 42
#> 5 311.48605 234.3654 162.05510 220
#> BIKETHEFT_2015 BIKETHEFT_2016 BIKETHEFT_2017 BIKETHEFT_2018 BIKETHEFT_2019
#> 1 19 27 33 29 42
#> 2 13 9 14 18 22
#> 3 35 55 47 30 27
#> 4 41 50 63 67 70
#> 5 154 202 214 263 220
#> BIKETHEFT_2020 BIKETHEFT_2021 BIKETHEFT_2022 BIKETHEFT_2023 BIKETHEFT_2024
#> 1 92 33 16 37 21
#> 2 52 23 12 22 14
#> 3 32 27 20 38 34
#> 4 54 36 34 55 41
#> 5 172 167 229 228 192
#> BIKETHEFT_2025 BIKETHEFT_RATE_2014 BIKETHEFT_RATE_2015 BIKETHEFT_RATE_2016
#> 1 6 76.66192 103.4520 140.24516
#> 2 15 68.79353 112.2819 77.82101
#> 3 23 213.36079 259.2209 406.62427
#> 4 43 178.82233 172.0015 204.06497
#> 5 137 2131.78296 1407.5496 1730.04456
#> BIKETHEFT_RATE_2017 BIKETHEFT_RATE_2018 BIKETHEFT_RATE_2019
#> 1 161.0856 133.3763 183.3661
#> 2 110.6719 130.2366 147.1277
#> 3 348.1997 222.4364 200.9826
#> 4 255.4745 269.4009 279.7538
#> 5 1759.5790 2073.4785 1671.7325
#> BIKETHEFT_RATE_2020 BIKETHEFT_RATE_2021 BIKETHEFT_RATE_2022
#> 1 385.0339 133.1934 62.21566
#> 2 325.8350 136.5390 67.62087
#> 3 241.0909 206.3274 152.77672
#> 4 216.4242 145.3195 133.38040
#> 5 1270.6855 1205.1671 1579.74609
#> BIKETHEFT_RATE_2023 BIKETHEFT_RATE_2024 BIKETHEFT_RATE_2025 BREAKENTER_2014
#> 1 136.4357 74.1604 20.75981 27
#> 2 116.1134 70.0175 72.87921 25
#> 3 286.4034 254.6435 175.18471 38
#> 4 206.7669 149.1126 154.80434 37
#> 5 1479.5587 1184.1619 822.27960 69
#> BREAKENTER_2015 BREAKENTER_2016 BREAKENTER_2017 BREAKENTER_2018
#> 1 32 25 37 48
#> 2 44 15 24 42
#> 3 22 38 39 50
#> 4 46 41 51 91
#> 5 115 60 125 99
#> BREAKENTER_2019 BREAKENTER_2020 BREAKENTER_2021 BREAKENTER_2022
#> 1 83 69 44 24
#> 2 36 89 49 48
#> 3 83 47 19 33
#> 4 103 110 76 56
#> 5 119 148 112 123
#> BREAKENTER_2023 BREAKENTER_2024 BREAKENTER_2025 BREAKENTER_RATE_2014
#> 1 43 52 37 147.8480
#> 2 31 31 36 214.9798
#> 3 46 45 31 279.5762
#> 4 82 77 64 157.5340
#> 5 108 95 92 668.6047
#> BREAKENTER_RATE_2015 BREAKENTER_RATE_2016 BREAKENTER_RATE_2017
#> 1 174.2350 129.8566 180.6111
#> 2 380.0311 129.7017 189.7233
#> 3 162.9388 280.9404 288.9317
#> 4 192.9773 167.3333 206.8127
#> 5 1051.0922 513.8746 1027.7915
#> BREAKENTER_RATE_2018 BREAKENTER_RATE_2019 BREAKENTER_RATE_2020
#> 1 220.7607 362.3663 288.7754
#> 2 303.8854 240.7544 557.6791
#> 3 370.7274 617.8353 354.1023
#> 4 365.9027 411.6378 440.8641
#> 5 780.5109 904.2553 1093.3806
#> BREAKENTER_RATE_2021 BREAKENTER_RATE_2022 BREAKENTER_RATE_2023
#> 1 177.5912 93.32349 158.5604
#> 2 290.8875 270.48349 163.6143
#> 3 145.1933 252.08159 346.6988
#> 4 306.7856 219.68538 308.2707
#> 5 808.2557 848.50995 700.8436
#> BREAKENTER_RATE_2024 BREAKENTER_RATE_2025 HOMICIDE_2014 HOMICIDE_2015
#> 1 183.6353 128.0188 NA NA
#> 2 155.0388 174.9101 NA NA
#> 3 337.0282 236.1185 1 NA
#> 4 280.0407 230.4064 1 3
#> 5 585.9134 552.1877 1 2
#> HOMICIDE_2016 HOMICIDE_2017 HOMICIDE_2018 HOMICIDE_2019 HOMICIDE_2020
#> 1 1 NA NA 1 1
#> 2 NA NA NA 1 1
#> 3 NA 1 NA 2 1
#> 4 NA 1 NA 1 NA
#> 5 NA NA 1 2 NA
#> HOMICIDE_2021 HOMICIDE_2022 HOMICIDE_2023 HOMICIDE_2024 HOMICIDE_2025
#> 1 1 NA NA NA NA
#> 2 NA NA NA NA NA
#> 3 NA NA NA NA NA
#> 4 NA NA NA NA NA
#> 5 1 1 1 1 2
#> HOMICIDE_RATE_2014 HOMICIDE_RATE_2015 HOMICIDE_RATE_2016 HOMICIDE_RATE_2017
#> 1 NA NA 5.194265 NA
#> 2 NA NA NA NA
#> 3 7.357269 NA NA 7.408505
#> 4 4.257675 12.58548 NA 4.055150
#> 5 9.689922 18.27987 NA NA
#> HOMICIDE_RATE_2018 HOMICIDE_RATE_2019 HOMICIDE_RATE_2020 HOMICIDE_RATE_2021
#> 1 NA 4.365859 4.185151 4.036164
#> 2 NA 6.687621 6.266057 NA
#> 3 NA 14.887599 7.534092 NA
#> 4 NA 3.996483 NA NA
#> 5 7.883948 15.197568 NA 7.216569
#> HOMICIDE_RATE_2022 HOMICIDE_RATE_2023 HOMICIDE_RATE_2024 HOMICIDE_RATE_2025
#> 1 NA NA NA NA
#> 2 NA NA NA NA
#> 3 NA NA NA NA
#> 4 NA NA NA NA
#> 5 6.898455 6.489293 6.16751 12.00408
#> ROBBERY_2014 ROBBERY_2015 ROBBERY_2016 ROBBERY_2017 ROBBERY_2018 ROBBERY_2019
#> 1 10 8 8 7 12 5
#> 2 7 12 8 6 14 19
#> 3 29 27 16 42 35 17
#> 4 26 30 27 30 22 32
#> 5 72 52 73 86 90 63
#> ROBBERY_2020 ROBBERY_2021 ROBBERY_2022 ROBBERY_2023 ROBBERY_2024 ROBBERY_2025
#> 1 16 9 15 3 16 7
#> 2 3 12 12 14 18 11
#> 3 16 22 14 21 12 9
#> 4 23 11 20 18 12 10
#> 5 55 50 55 60 65 50
#> ROBBERY_RATE_2014 ROBBERY_RATE_2015 ROBBERY_RATE_2016 ROBBERY_RATE_2017
#> 1 54.75851 43.55875 41.55412 34.16968
#> 2 60.19434 103.64484 69.17423 47.43083
#> 3 213.36079 199.97037 118.29070 311.15720
#> 4 110.69954 125.85477 110.19508 121.65450
#> 5 697.67444 475.27649 625.21411 707.12054
#> ROBBERY_RATE_2018 ROBBERY_RATE_2019 ROBBERY_RATE_2020 ROBBERY_RATE_2021
#> 1 55.19018 21.82929 66.96242 36.32548
#> 2 101.29513 127.06480 18.79817 71.23775
#> 3 259.50916 126.54459 120.54547 168.11861
#> 4 88.45999 127.88746 92.18067 44.40318
#> 5 709.55536 478.72342 406.32388 360.82846
#> ROBBERY_RATE_2022 ROBBERY_RATE_2023 ROBBERY_RATE_2024 ROBBERY_RATE_2025
#> 1 58.32718 11.06236 56.50316 24.21978
#> 2 67.62087 73.89033 90.02251 53.44476
#> 3 106.94370 158.27554 89.87418 68.55054
#> 4 78.45906 67.66917 43.64271 36.00101
#> 5 379.41501 389.35757 400.88812 300.10202
#> SHOOTING_2014 SHOOTING_2015 SHOOTING_2016 SHOOTING_2017 SHOOTING_2018
#> 1 1 NA 1 NA 1
#> 2 NA NA NA NA NA
#> 3 NA NA 2 NA NA
#> 4 NA 2 1 5 3
#> 5 1 3 NA 3 4
#> SHOOTING_2019 SHOOTING_2020 SHOOTING_2021 SHOOTING_2022 SHOOTING_2023
#> 1 NA 1 NA 1 NA
#> 2 1 NA 1 1 NA
#> 3 NA NA 2 NA 1
#> 4 2 4 4 3 2
#> 5 4 2 NA 1 2
#> SHOOTING_2024 SHOOTING_2025 SHOOTING_RATE_2014 SHOOTING_RATE_2015
#> 1 2 NA 5.475852 NA
#> 2 1 NA NA NA
#> 3 2 NA NA NA
#> 4 NA 1 NA 8.390318
#> 5 1 2 9.689922 27.419798
#> SHOOTING_RATE_2016 SHOOTING_RATE_2017 SHOOTING_RATE_2018 SHOOTING_RATE_2019
#> 1 5.194265 NA 4.599181 NA
#> 2 NA NA NA 6.687621
#> 3 14.786338 NA NA NA
#> 4 4.081299 20.27575 12.062726 7.992966
#> 5 NA 24.66700 31.535793 30.395136
#> SHOOTING_RATE_2020 SHOOTING_RATE_2021 SHOOTING_RATE_2022 SHOOTING_RATE_2023
#> 1 4.185151 NA 3.888479 NA
#> 2 NA 5.93648 5.635073 NA
#> 3 NA 15.28351 NA 7.536931
#> 4 16.031422 16.14661 11.768860 7.518797
#> 5 14.775414 NA 6.898455 12.978585
#> SHOOTING_RATE_2024 SHOOTING_RATE_2025 THEFTFROMMV_2014 THEFTFROMMV_2015
#> 1 7.062895 NA 13 18
#> 2 5.001250 NA 23 7
#> 3 14.979030 NA 45 38
#> 4 NA 3.600101 74 26
#> 5 6.167510 12.004082 120 102
#> THEFTFROMMV_2016 THEFTFROMMV_2017 THEFTFROMMV_2018 THEFTFROMMV_2019
#> 1 11 16 18 24
#> 2 15 14 8 18
#> 3 51 43 87 79
#> 4 48 72 153 124
#> 5 77 86 112 171
#> THEFTFROMMV_2020 THEFTFROMMV_2021 THEFTFROMMV_2022 THEFTFROMMV_2023
#> 1 41 22 42 40
#> 2 26 16 24 40
#> 3 68 18 29 25
#> 4 144 53 63 58
#> 5 135 63 107 76
#> THEFTFROMMV_2024 THEFTFROMMV_2025 THEFTFROMMV_RATE_2014 THEFTFROMMV_RATE_2015
#> 1 25 29 71.18607 98.00719
#> 2 11 13 197.78140 60.45949
#> 3 22 19 331.07712 281.43979
#> 4 71 56 315.06790 109.07413
#> 5 77 67 1162.79065 932.27307
#> THEFTFROMMV_RATE_2016 THEFTFROMMV_RATE_2017 THEFTFROMMV_RATE_2018
#> 1 57.13692 78.10212 82.78526
#> 2 129.70169 110.67194 57.88293
#> 3 377.05161 318.56570 645.06561
#> 4 195.90237 291.97079 615.19904
#> 5 659.47241 707.12054 883.00220
#> THEFTFROMMV_RATE_2019 THEFTFROMMV_RATE_2020 THEFTFROMMV_RATE_2021
#> 1 104.7806 171.5912 88.79561
#> 2 120.3772 162.9175 94.98367
#> 3 588.0601 512.3182 137.55157
#> 4 495.5639 577.1312 213.94260
#> 5 1299.3921 997.3405 454.64386
#> THEFTFROMMV_RATE_2022 THEFTFROMMV_RATE_2023 THEFTFROMMV_RATE_2024
#> 1 163.3161 147.4981 88.28619
#> 2 135.2417 211.1152 55.01375
#> 3 221.5262 188.4233 164.76932
#> 4 247.1461 218.0451 258.21939
#> 5 738.1346 493.1862 474.89822
#> THEFTFROMMV_RATE_2025 THEFTOVER_2014 THEFTOVER_2015 THEFTOVER_2016
#> 1 100.33907 4 3 4
#> 2 63.16199 2 3 2
#> 3 144.71780 5 3 5
#> 4 201.60565 5 5 6
#> 5 402.13672 37 30 27
#> THEFTOVER_2017 THEFTOVER_2018 THEFTOVER_2019 THEFTOVER_2020 THEFTOVER_2021
#> 1 1 3 3 4 6
#> 2 2 5 4 7 2
#> 3 3 4 4 3 2
#> 4 6 9 4 9 8
#> 5 35 44 63 35 26
#> THEFTOVER_2022 THEFTOVER_2023 THEFTOVER_2024 THEFTOVER_2025
#> 1 3 8 6 6
#> 2 4 7 6 5
#> 3 4 3 7 3
#> 4 8 9 13 9
#> 5 51 52 48 35
#> THEFTOVER_RATE_2014 THEFTOVER_RATE_2015 THEFTOVER_RATE_2016
#> 1 21.90341 16.33453 20.77706
#> 2 17.19838 25.91121 17.29356
#> 3 36.78635 22.21893 36.96584
#> 4 21.28837 20.97579 24.48780
#> 5 358.52713 274.19797 231.24358
#> THEFTOVER_RATE_2017 THEFTOVER_RATE_2018 THEFTOVER_RATE_2019
#> 1 4.881382 13.79754 13.09758
#> 2 15.810277 36.17683 26.75048
#> 3 22.225515 29.65819 29.77520
#> 4 24.330900 36.18818 15.98593
#> 5 287.781616 346.89374 478.72342
#> THEFTOVER_RATE_2020 THEFTOVER_RATE_2021 THEFTOVER_RATE_2022
#> 1 16.74060 24.21698 11.66544
#> 2 43.86240 11.87296 22.54029
#> 3 22.60228 15.28351 30.55534
#> 4 36.07070 32.29322 31.38363
#> 5 258.56973 187.63080 351.82120
#> THEFTOVER_RATE_2023 THEFTOVER_RATE_2024 THEFTOVER_RATE_2025 POPULATION_2025
#> 1 29.49961 21.18868 20.75981 28902
#> 2 36.94516 30.00750 24.29307 20582
#> 3 22.61079 52.42660 22.85018 13129
#> 4 33.83459 47.27961 32.40091 27777
#> 5 337.44321 296.04047 210.07143 16661
#> geometry
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