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README.md
In ibb: R Wrapper for Istanbul Municipality Open Data Portal
ibb
The goal of ibb is to access Istanbul Metropolitan Municipality’s Open
Data Portal.
Installation
You can install the released version of ibb from
CRAN with:
install.packages("ibb")
And the development version from GitHub with:
# install.packages("devtools")
devtools::install_github("berkorbay/ibb")
Usage and Examples
All Data Sources
library(ibb)
#> Welcome to ibb package! This is an unofficial R package for Istanbul Metropolitan Municipality Open Data Portal. For more information, you can visit https://data.ibb.gov.tr/en/
#> You can set a global limit on number of returned queries with IBB_QUERY_LIMIT. Example use Sys.setenv(IBB_QUERY_LIMIT=10)
# This returns a list of data source names
(df <- get_all_data_sources())
#> [1] "2017-2019-ibb-sehir-tiyatrolari-oynanan-oyun-sayilari"
#> [2] "2019-yili-ilce-bazinda-susuzluk-sikayet-ve-cevap-sayilari"
#> [3] "2019-yili-park-bahce-ve-yesil-alan-verileri"
#> [4] "2020-yili-lokasyon-bazinda-cevresel-izleme-ve-kontrol-verileri"
#> [5] "akom-buzlanma-erken-uyari-sistemi-verileri-beus"
#> [6] "asilanan-hayvanlar"
#> [7] "atik-yonetimi-2017-cevre-hizmetleri"
#> [8] "aylara-gore-aktarma-istasyonlarinda-toplanan-karisik-belediye-atik-miktari-web-servisi"
#> [9] "belnet-sube-ve-uye-sayisi"
#> [10] "bina-bilgileri-igdas"
#> [11] "degisken-mesaj-panolarinda-gosterilen-guzergahlar"
#> [12] "degisken-mesaj-panolarinda-gosterilen-yogunluk-verisi"
#> [13] "deniz-isletmeleri-bazinda-arac-hat-ve-iskele-sayisi"
#> [14] "deniz-isletmeleri-bazinda-maksimum-yolculuk-sayisi"
#> [15] "deniz-yuzeyi-kiyi-ve-plajlardan-toplanan-kati-atik-miktari"
#> [16] "deprem-farkindalik-ve-guvenli-yasam-egitimi-alan-kisi-sayisi"
#> [17] "engelli-merkez-sayilari-ve-basvuru-kriterleri"
#> [18] "gaz-birim-fiyati-ve-miktari"
#> [19] "gemi-kaynakli-petrol-turevli-atiklarin-susuzlastirilmasiyla-geri-kazanilan-miktar"
#> [20] "gemilerden-toplanan-atik-miktari-ve-turu"
#> [21] "genc-universiteli-egitim-yardimi"
#> [22] "gunluk-arac-sayimi"
#> [23] "halic-dereagzi-ve-koy-taramasi-yapilan-yerlerden-cikartilan-teressubat-miktari"
#> [24] "hava-kalitesi-istasyon-bilgileri-web-servisi"
#> [25] "hava-kalitesi-istasyon-olcum-sonuclari-web-servisi"
#> [26] "hayvan-barinaklari-butcesi"
#> [27] "https-www-istanbulsporenvanteri-com"
#> [28] "ibb-butce-raporlari"
#> [29] "ibb-dava-bilgileri"
#> [30] "ibb-enerji-tuketim-raporu"
#> [31] "ibb-istac-araclarinin-anlik-konum-ve-hiz-bilgileri"
#> [32] "ibb-lokasyon-verileri"
#> [33] "ibb-sehir-tiyatrolarinda-sergilen-oyunlar"
#> [34] "ibbwifi-gunluk-veri-kullanimi"
#> [35] "ibbwifi-gunluk-yeni-yerli-ve-yabanci-abone-sayilari"
#> [36] "ibbwifi-ilce-veya-mobil-lokasyona-gore-yeni-abonelik-istatistikleri"
#> [37] "ibbwifi-lokasyon-grubuna-gore-veri-kullanimi"
#> [38] "ibbwifi-lokasyon-kategorisine-gore-veri-kullanimi"
#> [39] "ibbwifi-lokasyon-kategorisine-gore-yeni-yerli-ve-yabanci-abone-sayilari"
#> [40] "ibbwifi-ulkelere-gore-abone-dagilimi"
#> [41] "ibb-ye-ait-hayvan-barinaklari"
#> [42] "iett-arac-ozellikleri-web-servisi"
#> [43] "iett-duyurular-web-servisi"
#> [44] "iett-hat-durak-guzergah-web-servisi"
#> [45] "iett-ibb360-web-servisi"
#> [46] "iett-ibb-web-servisi"
#> [47] "iett-planlanan-sefer-saati-web-servisi"
#> [48] "igdas-calisan-bilgileri"
#> [49] "ikitelli-gunes-enerjisi-santrali-elektrik-uretim-miktarlari"
#> [50] "ilce-bazinda-yillara-gore-dogalgaz-tuketim-miktari"
#> [51] "ilcelere-gore-abone-sayilari"
#> [52] "ilce-ve-sektor-bazinda-birinci-sinif-gayrisihhi-muessese-sayisi"
#> [53] "ilce-yil-ve-atik-turu-bazinda-atik-miktari"
#> [54] "isbike-istasyon-durumlari-web-servisi"
#> [55] "iski-2019-yili-duyurulari"
#> [56] "iski-ilce-bazli-cagri-sayisi-ve-cozum-orani"
#> [57] "iski-ilce-ve-mahalle-bazli-gelen-ve-cevaplanan-kanal-ariza-sayisi"
#> [58] "iski-ilce-ve-mahalle-bazli-gelen-ve-cevaplanan-su-ariza-sayisi"
#> [59] "iski-personel-sayisi"
#> [60] "ispark-otopark-detay-bilgileri-web-servisi"
#> [61] "ispark-otoparklarina-ait-bilgiler"
#> [62] "ispark-otopark-listesi-web-servisi"
#> [63] "is-sagligi-ve-guvenligi-egitimi-alan-ibb-personeli-sayisi"
#> [64] "istanbul-ana-arter-yol-agi-koordinatlari"
#> [65] "istanbul-a-verilen-temiz-su-miktarlari"
#> [66] "istanbul-avrupa-anadolu-park-lokasyonlari"
#> [67] "istanbul-baraj-doluluk-oranlari"
#> [68] "istanbul-da-son-bir-yilda-gerceklesen-depremler"
#> [69] "istanbul-genel-yesil-alan-bilgiler-2004-2019"
#> [70] "istanbul-gunes-enerji-santralleri-uretim-miktarlari"
#> [71] "istanbulkart-dolum-merkezi-bilgileri"
#> [72] "istanbul-lojistik-dis-kesit-transit-gecisler-raporu"
#> [73] "istanbul-lojistik-firma-gorusmeleri-saha-arastirmasi-sentez-raporu"
#> [74] "istanbul-lojistik-perde-noktalari-trafik-sayim-istatistikleri-sentez-raporu"
#> [75] "istanbul-odak-noktalari-saha-arastirmasi-sentez-raporu"
#> [76] "istanbul-saglik-kurum-ve-kuruluslari-verisi"
#> [77] "istanbul-ulasim-ana-plani-hanehalki-arastirmasi"
#> [78] "itfai-istatistikler"
#> [79] "itfai-istatistikler-yangin"
#> [80] "itfaiye-istasyonlari-konum-bilgileri"
#> [81] "izcilik-faaliyetinden-faydalanan-kisi-sayisi"
#> [82] "karayollari-bazinda-arac-ve-hat-sayisi"
#> [83] "karayollari-bazinda-maksimum-yolculuk-sayisi"
#> [84] "kentsel-donusum-projesi"
#> [85] "kisirlastirilan-hayvanlar"
#> [86] "kisla-mucadele-faaliyetleri-kapsaminda-buzlanmayi-onlemek-amaciyla-kullanilan-yontemler"
#> [87] "mevcut-bisiklet-yollari"
#> [88] "mezarlik-adres-bilgileri"
#> [89] "mikrociple-kayit-altina-alinan-hayvanlar"
#> [90] "muayene-edilen-hayvanlar"
#> [91] "muhtarlik-adres-bilgileri"
#> [92] "musahadeye-alinan-hayvanlar"
#> [93] "nufus-bilgileri"
#> [94] "operasyon-uygulanan-hayvanlar"
#> [95] "otomatik-meteorolojik-gozlem-istasyonu-verileri"
#> [96] "ozel-konulu-is-sagligi-ve-guvenligi-egitimi-ibb-personeli-sayisi"
#> [97] "paylasimli-bisiklet-yollari"
#> [98] "rayli-sistem-gunluk-maksimum-yolculuk-sayilari"
#> [99] "rayli-sistem-insaat-ilerleme-oranlari"
#> [100] "rayli-sistemler-cekmekoy-sultanbeyli-metro-hatti-bilgileri"
#> [101] "rayli-sistemler-dudullu-bostanci-metro-hatti-bilgileri"
#> [102] "rayli-sistemlere-ait-aktarma-bilgileri"
#> [103] "rayli-sistemlere-ait-hat-uzunluk-bilgileri"
#> [104] "rayli-sistemlere-ait-internet-siteleri"
#> [105] "rayli-sistemlere-ait-istasyon-bilgileri"
#> [106] "rayli-sistemlere-ait-tamamlanmis-santiye-bilgileri"
#> [107] "rayli-sistemler-eminonu-alibeykoy-tramvay-hatti-bilgileri"
#> [108] "rayli-sistemler-gunluk-aylik-yillik-hat-bazli-sefer-sayilari"
#> [109] "rayli-sistemler-gunluk-aylik-yillik-vagon-kilometre-bilgileri"
#> [110] "rayli-sistemler-hastane-yenidogan-metro-hatti-bilgileri"
#> [111] "rayli-sistemler-hat-bazli-sefer-sayilari"
#> [112] "rayli-sistemler-hat-bazli-yolculuk-sayilari"
#> [113] "rayli-sistemler-ikitelli-atakoy-metro-hatti-verisi"
#> [114] "rayli-sistemler-kabatas-mecidiykoy-mahmutbey-metro-hatti-bilgileri"
#> [115] "rayli-sistemler-kaynarca-tuzla-metro-hatti-bilgileri"
#> [116] "rayli-sistemler-kirazli-halkali-istasyonu-asansor-ve-yuruyen-merdiven-sayisi"
#> [117] "rayli-sistemler-kirazli-halkali-istasyonu-diger-hatlarla-baglanti-noktalari"
#> [118] "rayli-sistemler-kirazli-halkali-metro-hatti-ilce-istasyon-bilgileri"
#> [119] "rayli-sistemler-m7-kabatas-mecidiyekoy-mahmutbey-metro-hatti-otopark-bilgileri"
#> [120] "rayli-sistemler-maksimum-yolculuk-sayisi"
#> [121] "rayli-sistemler-pendik-kaynarca-hastane-metro-hatti-bilgileri"
#> [122] "rayli-sistemler-rumelihisarustu-asiyan-funikuler-hatti-ilce-istasyon-verisi"
#> [123] "rayli-sistemler-umraniye-atasehir-goztepe-metro-hatti-bilgileri"
#> [124] "rayli-sistemler-vagon-kilometre-bilgileri"
#> [125] "rehabilite-edilip-alindigi-ortama-birakilan-hayvanlar"
#> [126] "saatlik-trafik-yogunluk-veri-seti"
#> [127] "sahiplendirilen-hayvanlar"
#> [128] "sefer-gerceklesme-web-servisi"
#> [129] "sokak-hayvanlarina-ayrilan-butce"
#> [130] "sokak-hayvanlarina-verilen-mama-miktari"
#> [131] "spor-organizasyonlari-ve-sporcu-sayilari"
#> [132] "tedavi-edilen-hayvanlar"
#> [133] "toplu-tasima-bilet-fiyatlari"
#> [134] "toplu-ulasim-arac-dezenfeksiyon-sorgulama-sistemi"
#> [135] "trafik-indeks-degeri-web-servisi"
#> [136] "trafik-indeks-raporu"
#> [137] "trafik-yogunluk-haritasi"
#> [138] "tum-isbike-istasyonlari-web-servisi"
#> [139] "ucretsiz-ibbwifi-hizmeti-sunulan-lokasyonlar"
#> [140] "ulasim-yonetim-merkezi-uym-tarafindan-sisteme-girilen-trafik-duyurulari"
#> [141] "veteriner-rehabilitasyon-istatistikleri"
#> [142] "yatirim-turu-ve-uzunluk-bilgileri"
#> [143] "yil-bazli-atik-alinan-gemi-sayisi"
#> [144] "yillara-gore-atiktan-geri-kazanim-miktarlari"
#> [145] "yillara-gore-kentsel-atik-geri-kazanim-orani"
#> [146] "yolculuk-turu-bazinda-yolcu-sayisi"
# This returns detailed information about all data sources.
# You can use resource_id and package_id from this data in other calls.
(df <- get_all_detailed_info(verbose = FALSE))
#> [1] "Getting info on: 2017-2019-ibb-sehir-tiyatrolari-oynanan-oyun-sayilari Package 1/146"
#> [1] "Getting info on: 2019-yili-ilce-bazinda-susuzluk-sikayet-ve-cevap-sayilari Package 2/146"
#> [1] "Getting info on: 2019-yili-park-bahce-ve-yesil-alan-verileri Package 3/146"
#> [1] "Getting info on: 2020-yili-lokasyon-bazinda-cevresel-izleme-ve-kontrol-verileri Package 4/146"
#> [1] "Getting info on: akom-buzlanma-erken-uyari-sistemi-verileri-beus Package 5/146"
#> [1] "Getting info on: asilanan-hayvanlar Package 6/146"
#> [1] "Getting info on: atik-yonetimi-2017-cevre-hizmetleri Package 7/146"
#> [1] "Getting info on: aylara-gore-aktarma-istasyonlarinda-toplanan-karisik-belediye-atik-miktari-web-servisi Package 8/146"
#> [1] "Getting info on: belnet-sube-ve-uye-sayisi Package 9/146"
#> [1] "Getting info on: bina-bilgileri-igdas Package 10/146"
#> [1] "Getting info on: degisken-mesaj-panolarinda-gosterilen-guzergahlar Package 11/146"
#> [1] "Getting info on: degisken-mesaj-panolarinda-gosterilen-yogunluk-verisi Package 12/146"
#> [1] "Getting info on: deniz-isletmeleri-bazinda-arac-hat-ve-iskele-sayisi Package 13/146"
#> [1] "Getting info on: deniz-isletmeleri-bazinda-maksimum-yolculuk-sayisi Package 14/146"
#> [1] "Getting info on: deniz-yuzeyi-kiyi-ve-plajlardan-toplanan-kati-atik-miktari Package 15/146"
#> [1] "Getting info on: deprem-farkindalik-ve-guvenli-yasam-egitimi-alan-kisi-sayisi Package 16/146"
#> [1] "Getting info on: engelli-merkez-sayilari-ve-basvuru-kriterleri Package 17/146"
#> [1] "Getting info on: gaz-birim-fiyati-ve-miktari Package 18/146"
#> [1] "Getting info on: gemi-kaynakli-petrol-turevli-atiklarin-susuzlastirilmasiyla-geri-kazanilan-miktar Package 19/146"
#> [1] "Getting info on: gemilerden-toplanan-atik-miktari-ve-turu Package 20/146"
#> [1] "Getting info on: genc-universiteli-egitim-yardimi Package 21/146"
#> [1] "Getting info on: gunluk-arac-sayimi Package 22/146"
#> [1] "Getting info on: halic-dereagzi-ve-koy-taramasi-yapilan-yerlerden-cikartilan-teressubat-miktari Package 23/146"
#> [1] "Getting info on: hava-kalitesi-istasyon-bilgileri-web-servisi Package 24/146"
#> [1] "Getting info on: hava-kalitesi-istasyon-olcum-sonuclari-web-servisi Package 25/146"
#> [1] "Getting info on: hayvan-barinaklari-butcesi Package 26/146"
#> [1] "Getting info on: https-www-istanbulsporenvanteri-com Package 27/146"
#> [1] "Getting info on: ibb-butce-raporlari Package 28/146"
#> [1] "Getting info on: ibb-dava-bilgileri Package 29/146"
#> [1] "Getting info on: ibb-enerji-tuketim-raporu Package 30/146"
#> [1] "Getting info on: ibb-istac-araclarinin-anlik-konum-ve-hiz-bilgileri Package 31/146"
#> [1] "Getting info on: ibb-lokasyon-verileri Package 32/146"
#> [1] "Getting info on: ibb-sehir-tiyatrolarinda-sergilen-oyunlar Package 33/146"
#> [1] "Getting info on: ibbwifi-gunluk-veri-kullanimi Package 34/146"
#> [1] "Getting info on: ibbwifi-gunluk-yeni-yerli-ve-yabanci-abone-sayilari Package 35/146"
#> [1] "Getting info on: ibbwifi-ilce-veya-mobil-lokasyona-gore-yeni-abonelik-istatistikleri Package 36/146"
#> [1] "Getting info on: ibbwifi-lokasyon-grubuna-gore-veri-kullanimi Package 37/146"
#> [1] "Getting info on: ibbwifi-lokasyon-kategorisine-gore-veri-kullanimi Package 38/146"
#> [1] "Getting info on: ibbwifi-lokasyon-kategorisine-gore-yeni-yerli-ve-yabanci-abone-sayilari Package 39/146"
#> [1] "Getting info on: ibbwifi-ulkelere-gore-abone-dagilimi Package 40/146"
#> [1] "Getting info on: ibb-ye-ait-hayvan-barinaklari Package 41/146"
#> [1] "Getting info on: iett-arac-ozellikleri-web-servisi Package 42/146"
#> [1] "Getting info on: iett-duyurular-web-servisi Package 43/146"
#> [1] "Getting info on: iett-hat-durak-guzergah-web-servisi Package 44/146"
#> [1] "Getting info on: iett-ibb360-web-servisi Package 45/146"
#> [1] "Getting info on: iett-ibb-web-servisi Package 46/146"
#> [1] "Getting info on: iett-planlanan-sefer-saati-web-servisi Package 47/146"
#> [1] "Getting info on: igdas-calisan-bilgileri Package 48/146"
#> [1] "Getting info on: ikitelli-gunes-enerjisi-santrali-elektrik-uretim-miktarlari Package 49/146"
#> [1] "Getting info on: ilce-bazinda-yillara-gore-dogalgaz-tuketim-miktari Package 50/146"
#> [1] "Getting info on: ilcelere-gore-abone-sayilari Package 51/146"
#> [1] "Getting info on: ilce-ve-sektor-bazinda-birinci-sinif-gayrisihhi-muessese-sayisi Package 52/146"
#> [1] "Getting info on: ilce-yil-ve-atik-turu-bazinda-atik-miktari Package 53/146"
#> [1] "Getting info on: isbike-istasyon-durumlari-web-servisi Package 54/146"
#> [1] "Getting info on: iski-2019-yili-duyurulari Package 55/146"
#> [1] "Getting info on: iski-ilce-bazli-cagri-sayisi-ve-cozum-orani Package 56/146"
#> [1] "Getting info on: iski-ilce-ve-mahalle-bazli-gelen-ve-cevaplanan-kanal-ariza-sayisi Package 57/146"
#> [1] "Getting info on: iski-ilce-ve-mahalle-bazli-gelen-ve-cevaplanan-su-ariza-sayisi Package 58/146"
#> [1] "Getting info on: iski-personel-sayisi Package 59/146"
#> [1] "Getting info on: ispark-otopark-detay-bilgileri-web-servisi Package 60/146"
#> [1] "Getting info on: ispark-otoparklarina-ait-bilgiler Package 61/146"
#> [1] "Getting info on: ispark-otopark-listesi-web-servisi Package 62/146"
#> [1] "Getting info on: is-sagligi-ve-guvenligi-egitimi-alan-ibb-personeli-sayisi Package 63/146"
#> [1] "Getting info on: istanbul-ana-arter-yol-agi-koordinatlari Package 64/146"
#> [1] "Getting info on: istanbul-a-verilen-temiz-su-miktarlari Package 65/146"
#> [1] "Getting info on: istanbul-avrupa-anadolu-park-lokasyonlari Package 66/146"
#> [1] "Getting info on: istanbul-baraj-doluluk-oranlari Package 67/146"
#> [1] "Getting info on: istanbul-da-son-bir-yilda-gerceklesen-depremler Package 68/146"
#> [1] "Getting info on: istanbul-genel-yesil-alan-bilgiler-2004-2019 Package 69/146"
#> [1] "Getting info on: istanbul-gunes-enerji-santralleri-uretim-miktarlari Package 70/146"
#> [1] "Getting info on: istanbulkart-dolum-merkezi-bilgileri Package 71/146"
#> [1] "Getting info on: istanbul-lojistik-dis-kesit-transit-gecisler-raporu Package 72/146"
#> [1] "Getting info on: istanbul-lojistik-firma-gorusmeleri-saha-arastirmasi-sentez-raporu Package 73/146"
#> [1] "Getting info on: istanbul-lojistik-perde-noktalari-trafik-sayim-istatistikleri-sentez-raporu Package 74/146"
#> [1] "Getting info on: istanbul-odak-noktalari-saha-arastirmasi-sentez-raporu Package 75/146"
#> [1] "Getting info on: istanbul-saglik-kurum-ve-kuruluslari-verisi Package 76/146"
#> [1] "Getting info on: istanbul-ulasim-ana-plani-hanehalki-arastirmasi Package 77/146"
#> [1] "Getting info on: itfai-istatistikler Package 78/146"
#> [1] "Getting info on: itfai-istatistikler-yangin Package 79/146"
#> [1] "Getting info on: itfaiye-istasyonlari-konum-bilgileri Package 80/146"
#> [1] "Getting info on: izcilik-faaliyetinden-faydalanan-kisi-sayisi Package 81/146"
#> [1] "Getting info on: karayollari-bazinda-arac-ve-hat-sayisi Package 82/146"
#> [1] "Getting info on: karayollari-bazinda-maksimum-yolculuk-sayisi Package 83/146"
#> [1] "Getting info on: kentsel-donusum-projesi Package 84/146"
#> [1] "Getting info on: kisirlastirilan-hayvanlar Package 85/146"
#> [1] "Getting info on: kisla-mucadele-faaliyetleri-kapsaminda-buzlanmayi-onlemek-amaciyla-kullanilan-yontemler Package 86/146"
#> [1] "Getting info on: mevcut-bisiklet-yollari Package 87/146"
#> [1] "Getting info on: mezarlik-adres-bilgileri Package 88/146"
#> [1] "Getting info on: mikrociple-kayit-altina-alinan-hayvanlar Package 89/146"
#> [1] "Getting info on: muayene-edilen-hayvanlar Package 90/146"
#> [1] "Getting info on: muhtarlik-adres-bilgileri Package 91/146"
#> [1] "Getting info on: musahadeye-alinan-hayvanlar Package 92/146"
#> [1] "Getting info on: nufus-bilgileri Package 93/146"
#> [1] "Getting info on: operasyon-uygulanan-hayvanlar Package 94/146"
#> [1] "Getting info on: otomatik-meteorolojik-gozlem-istasyonu-verileri Package 95/146"
#> [1] "Getting info on: ozel-konulu-is-sagligi-ve-guvenligi-egitimi-ibb-personeli-sayisi Package 96/146"
#> [1] "Getting info on: paylasimli-bisiklet-yollari Package 97/146"
#> [1] "Getting info on: rayli-sistem-gunluk-maksimum-yolculuk-sayilari Package 98/146"
#> [1] "Getting info on: rayli-sistem-insaat-ilerleme-oranlari Package 99/146"
#> [1] "Getting info on: rayli-sistemler-cekmekoy-sultanbeyli-metro-hatti-bilgileri Package 100/146"
#> [1] "Getting info on: rayli-sistemler-dudullu-bostanci-metro-hatti-bilgileri Package 101/146"
#> [1] "Getting info on: rayli-sistemlere-ait-aktarma-bilgileri Package 102/146"
#> [1] "Getting info on: rayli-sistemlere-ait-hat-uzunluk-bilgileri Package 103/146"
#> [1] "Getting info on: rayli-sistemlere-ait-internet-siteleri Package 104/146"
#> [1] "Getting info on: rayli-sistemlere-ait-istasyon-bilgileri Package 105/146"
#> [1] "Getting info on: rayli-sistemlere-ait-tamamlanmis-santiye-bilgileri Package 106/146"
#> [1] "Getting info on: rayli-sistemler-eminonu-alibeykoy-tramvay-hatti-bilgileri Package 107/146"
#> [1] "Getting info on: rayli-sistemler-gunluk-aylik-yillik-hat-bazli-sefer-sayilari Package 108/146"
#> [1] "Getting info on: rayli-sistemler-gunluk-aylik-yillik-vagon-kilometre-bilgileri Package 109/146"
#> [1] "Getting info on: rayli-sistemler-hastane-yenidogan-metro-hatti-bilgileri Package 110/146"
#> [1] "Getting info on: rayli-sistemler-hat-bazli-sefer-sayilari Package 111/146"
#> [1] "Getting info on: rayli-sistemler-hat-bazli-yolculuk-sayilari Package 112/146"
#> [1] "Getting info on: rayli-sistemler-ikitelli-atakoy-metro-hatti-verisi Package 113/146"
#> [1] "Getting info on: rayli-sistemler-kabatas-mecidiykoy-mahmutbey-metro-hatti-bilgileri Package 114/146"
#> [1] "Getting info on: rayli-sistemler-kaynarca-tuzla-metro-hatti-bilgileri Package 115/146"
#> [1] "Getting info on: rayli-sistemler-kirazli-halkali-istasyonu-asansor-ve-yuruyen-merdiven-sayisi Package 116/146"
#> [1] "Getting info on: rayli-sistemler-kirazli-halkali-istasyonu-diger-hatlarla-baglanti-noktalari Package 117/146"
#> [1] "Getting info on: rayli-sistemler-kirazli-halkali-metro-hatti-ilce-istasyon-bilgileri Package 118/146"
#> [1] "Getting info on: rayli-sistemler-m7-kabatas-mecidiyekoy-mahmutbey-metro-hatti-otopark-bilgileri Package 119/146"
#> [1] "Getting info on: rayli-sistemler-maksimum-yolculuk-sayisi Package 120/146"
#> [1] "Getting info on: rayli-sistemler-pendik-kaynarca-hastane-metro-hatti-bilgileri Package 121/146"
#> [1] "Getting info on: rayli-sistemler-rumelihisarustu-asiyan-funikuler-hatti-ilce-istasyon-verisi Package 122/146"
#> [1] "Getting info on: rayli-sistemler-umraniye-atasehir-goztepe-metro-hatti-bilgileri Package 123/146"
#> [1] "Getting info on: rayli-sistemler-vagon-kilometre-bilgileri Package 124/146"
#> [1] "Getting info on: rehabilite-edilip-alindigi-ortama-birakilan-hayvanlar Package 125/146"
#> [1] "Getting info on: saatlik-trafik-yogunluk-veri-seti Package 126/146"
#> [1] "Getting info on: sahiplendirilen-hayvanlar Package 127/146"
#> [1] "Getting info on: sefer-gerceklesme-web-servisi Package 128/146"
#> [1] "Getting info on: sokak-hayvanlarina-ayrilan-butce Package 129/146"
#> [1] "Getting info on: sokak-hayvanlarina-verilen-mama-miktari Package 130/146"
#> [1] "Getting info on: spor-organizasyonlari-ve-sporcu-sayilari Package 131/146"
#> [1] "Getting info on: tedavi-edilen-hayvanlar Package 132/146"
#> [1] "Getting info on: toplu-tasima-bilet-fiyatlari Package 133/146"
#> [1] "Getting info on: toplu-ulasim-arac-dezenfeksiyon-sorgulama-sistemi Package 134/146"
#> [1] "Getting info on: trafik-indeks-degeri-web-servisi Package 135/146"
#> [1] "Getting info on: trafik-indeks-raporu Package 136/146"
#> [1] "Getting info on: trafik-yogunluk-haritasi Package 137/146"
#> [1] "Getting info on: tum-isbike-istasyonlari-web-servisi Package 138/146"
#> [1] "Getting info on: ucretsiz-ibbwifi-hizmeti-sunulan-lokasyonlar Package 139/146"
#> [1] "Getting info on: ulasim-yonetim-merkezi-uym-tarafindan-sisteme-girilen-trafik-duyurulari Package 140/146"
#> [1] "Getting info on: veteriner-rehabilitasyon-istatistikleri Package 141/146"
#> [1] "Getting info on: yatirim-turu-ve-uzunluk-bilgileri Package 142/146"
#> [1] "Getting info on: yil-bazli-atik-alinan-gemi-sayisi Package 143/146"
#> [1] "Getting info on: yillara-gore-atiktan-geri-kazanim-miktarlari Package 144/146"
#> [1] "Getting info on: yillara-gore-kentsel-atik-geri-kazanim-orani Package 145/146"
#> [1] "Getting info on: yolculuk-turu-bazinda-yolcu-sayisi Package 146/146"
#> # A tibble: 262 x 23
#> resource_id package_id datastore_conta… datastore_active id size
#> <chr> <chr> <chr> <lgl> <chr> <int>
#> 1 311f8744-8… c9145e52-… True TRUE 311f… 9.07e3
#> 2 <NA> c9145e52-… False FALSE 4e83… 3.45e5
#> 3 4b2fc348-5… f41d89f1-… True TRUE 4b2f… 4.17e4
#> 4 1d9762dc-b… 0c3c3369-… True TRUE 1d97… 1.90e4
#> 5 <NA> 0dd1d714-… False TRUE 54bc… 4.30e5
#> 6 9bfc89aa-8… 824c942e-… True TRUE 9bfc… 1.13e7
#> 7 2013bd85-e… 824c942e-… True TRUE 2013… 1.65e7
#> 8 e5d17422-2… 824c942e-… True TRUE e5d1… 3.87e6
#> 9 <NA> 9f4de8dc-… False FALSE 8fbe… 3.44e5
#> 10 <NA> 9f4de8dc-… False FALSE 8ecf… 6.99e5
#> # … with 252 more rows, and 17 more variables: cache_last_updated <lgl>,
#> # state <chr>, hash <chr>, description <chr>, format <chr>,
#> # mimetype_inner <lgl>, url_type <chr>, mimetype <chr>, cache_url <lgl>,
#> # name <chr>, created <chr>, url <chr>, last_modified <chr>, position <int>,
#> # revision_id <chr>, resource_type <lgl>, package_name <chr>
Information About a Specific Data Source
(df <- get_detailed_info_on_data_source(package_id = "594ca91d-0c71-41da-b50a-c7cd30fab67a",
get_all_info = FALSE))
#> mimetype cache_url
#> 1 application/vnd.openxmlformats-officedocument.spreadsheetml.sheet NA
#> mimetype_inner hash
#> 1 NA
#> description
#> 1 İstanbul'da yolculuk türüne göre yıllık yolcu sayılarını içerir.
#> created
#> 1 2020-01-10T08:26:02.513339
#> url
#> 1 https://data.ibb.gov.tr/dataset/594ca91d-0c71-41da-b50a-c7cd30fab67a/resource/c2c6cec1-ceb5-4fab-8d87-c5d900a99809/download/yolculuk-turu-baznda-yolcu-says.xlsx
#> format cache_last_updated state package_id
#> 1 XLSX NA active 594ca91d-0c71-41da-b50a-c7cd30fab67a
#> last_modified revision_id url_type
#> 1 2020-02-12T08:21:30.736945 76233adf-752b-420b-8167-fcfe8c7b95b9 upload
#> position datastore_contains_all_records_of_source_file size datastore_active
#> 1 0 False 13328 TRUE
#> id resource_type
#> 1 c2c6cec1-ceb5-4fab-8d87-c5d900a99809 NA
#> name
#> 1 Yolculuk Türü Bazında Yolcu Sayısı.xlsx
Get Data
(df <- get_data_frame_ibb(resource_id = "99d1edb6-a889-4e69-be7b-21a3f90101f1"))
#> Warning: `tbl_df()` is deprecated as of dplyr 1.0.0.
#> Please use `tibble::as_tibble()` instead.
#> This warning is displayed once every 8 hours.
#> Call `lifecycle::last_warnings()` to see where this warning was generated.
#> # A tibble: 46 x 5
#> id Konum Lokasyon_Sayisi Yerli_Abone_Sayisi Yabanci_Abone_Sayisi
#> <int> <chr> <chr> <chr> <chr>
#> 1 1 IETT Otobus 2594 613943 126248
#> 2 2 FATİH 77 111711 125044
#> 3 3 BEYOĞLU 35 85845 60064
#> 4 4 Diger 1479 425477 19108
#> 5 5 BEŞİKTAŞ 18 28119 8253
#> 6 6 IETT Metrobus 548 322380 7375
#> 7 7 KADIKÖY 24 49708 7241
#> 8 8 ÜSKÜDAR 28 37591 5883
#> 9 9 BAKIRKÖY 28 35130 5783
#> 10 10 EYÜPSULTAN 34 29755 4918
#> # … with 36 more rows
Pre-defined Functions for Data
There are some pre-defined functions for data download. For a full list
please see the package help files.
(df <- get_ibb_wifi_daily_data_usage())
#> # A tibble: 100 x 11
#> id Gun Lokasyon_Sayisi Abone_Sayisi Oturum_Sayisi Cihaz_Sayisi
#> <int> <chr> <chr> <chr> <chr> <chr>
#> 1 1 2019… 2895 58983 95609 59235
#> 2 2 2019… 2328 50629 81088 51115
#> 3 3 2019… 1919 44837 72068 45462
#> 4 4 2019… 2903 61729 100191 62006
#> 5 5 2019… 2905 62073 101260 62399
#> 6 6 2019… 2902 57395 91329 57557
#> 7 7 2019… 3137 64287 105519 64594
#> 8 8 2019… 3133 64160 104175 64407
#> 9 9 2019… 2485 54146 87945 54766
#> 10 10 2019… 2009 47366 76901 47974
#> # … with 90 more rows, and 5 more variables: Data_Download_GB <chr>,
#> # Data_Upload_GB <chr>, Data_Yerli_GB <chr>, Data_Yabanci_GB <chr>,
#> # Sure_Saat <chr>
Code of Conduct
Please note that the ibb project is released with a Contributor Code of
Conduct.
By contributing to this project, you agree to abide by its terms.
Try the ibb package in your browser
Any scripts or data that you put into this service are public.
ibb documentation built on Feb. 17, 2021, 5:08 p.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
ibb
The goal of ibb is to access Istanbul Metropolitan Municipality’s Open Data Portal.
Installation
You can install the released version of ibb from CRAN with:
install.packages("ibb")
And the development version from GitHub with:
# install.packages("devtools")
devtools::install_github("berkorbay/ibb")
Usage and Examples
All Data Sources
library(ibb)
#> Welcome to ibb package! This is an unofficial R package for Istanbul Metropolitan Municipality Open Data Portal. For more information, you can visit https://data.ibb.gov.tr/en/
#> You can set a global limit on number of returned queries with IBB_QUERY_LIMIT. Example use Sys.setenv(IBB_QUERY_LIMIT=10)
# This returns a list of data source names
(df <- get_all_data_sources())
#> [1] "2017-2019-ibb-sehir-tiyatrolari-oynanan-oyun-sayilari"
#> [2] "2019-yili-ilce-bazinda-susuzluk-sikayet-ve-cevap-sayilari"
#> [3] "2019-yili-park-bahce-ve-yesil-alan-verileri"
#> [4] "2020-yili-lokasyon-bazinda-cevresel-izleme-ve-kontrol-verileri"
#> [5] "akom-buzlanma-erken-uyari-sistemi-verileri-beus"
#> [6] "asilanan-hayvanlar"
#> [7] "atik-yonetimi-2017-cevre-hizmetleri"
#> [8] "aylara-gore-aktarma-istasyonlarinda-toplanan-karisik-belediye-atik-miktari-web-servisi"
#> [9] "belnet-sube-ve-uye-sayisi"
#> [10] "bina-bilgileri-igdas"
#> [11] "degisken-mesaj-panolarinda-gosterilen-guzergahlar"
#> [12] "degisken-mesaj-panolarinda-gosterilen-yogunluk-verisi"
#> [13] "deniz-isletmeleri-bazinda-arac-hat-ve-iskele-sayisi"
#> [14] "deniz-isletmeleri-bazinda-maksimum-yolculuk-sayisi"
#> [15] "deniz-yuzeyi-kiyi-ve-plajlardan-toplanan-kati-atik-miktari"
#> [16] "deprem-farkindalik-ve-guvenli-yasam-egitimi-alan-kisi-sayisi"
#> [17] "engelli-merkez-sayilari-ve-basvuru-kriterleri"
#> [18] "gaz-birim-fiyati-ve-miktari"
#> [19] "gemi-kaynakli-petrol-turevli-atiklarin-susuzlastirilmasiyla-geri-kazanilan-miktar"
#> [20] "gemilerden-toplanan-atik-miktari-ve-turu"
#> [21] "genc-universiteli-egitim-yardimi"
#> [22] "gunluk-arac-sayimi"
#> [23] "halic-dereagzi-ve-koy-taramasi-yapilan-yerlerden-cikartilan-teressubat-miktari"
#> [24] "hava-kalitesi-istasyon-bilgileri-web-servisi"
#> [25] "hava-kalitesi-istasyon-olcum-sonuclari-web-servisi"
#> [26] "hayvan-barinaklari-butcesi"
#> [27] "https-www-istanbulsporenvanteri-com"
#> [28] "ibb-butce-raporlari"
#> [29] "ibb-dava-bilgileri"
#> [30] "ibb-enerji-tuketim-raporu"
#> [31] "ibb-istac-araclarinin-anlik-konum-ve-hiz-bilgileri"
#> [32] "ibb-lokasyon-verileri"
#> [33] "ibb-sehir-tiyatrolarinda-sergilen-oyunlar"
#> [34] "ibbwifi-gunluk-veri-kullanimi"
#> [35] "ibbwifi-gunluk-yeni-yerli-ve-yabanci-abone-sayilari"
#> [36] "ibbwifi-ilce-veya-mobil-lokasyona-gore-yeni-abonelik-istatistikleri"
#> [37] "ibbwifi-lokasyon-grubuna-gore-veri-kullanimi"
#> [38] "ibbwifi-lokasyon-kategorisine-gore-veri-kullanimi"
#> [39] "ibbwifi-lokasyon-kategorisine-gore-yeni-yerli-ve-yabanci-abone-sayilari"
#> [40] "ibbwifi-ulkelere-gore-abone-dagilimi"
#> [41] "ibb-ye-ait-hayvan-barinaklari"
#> [42] "iett-arac-ozellikleri-web-servisi"
#> [43] "iett-duyurular-web-servisi"
#> [44] "iett-hat-durak-guzergah-web-servisi"
#> [45] "iett-ibb360-web-servisi"
#> [46] "iett-ibb-web-servisi"
#> [47] "iett-planlanan-sefer-saati-web-servisi"
#> [48] "igdas-calisan-bilgileri"
#> [49] "ikitelli-gunes-enerjisi-santrali-elektrik-uretim-miktarlari"
#> [50] "ilce-bazinda-yillara-gore-dogalgaz-tuketim-miktari"
#> [51] "ilcelere-gore-abone-sayilari"
#> [52] "ilce-ve-sektor-bazinda-birinci-sinif-gayrisihhi-muessese-sayisi"
#> [53] "ilce-yil-ve-atik-turu-bazinda-atik-miktari"
#> [54] "isbike-istasyon-durumlari-web-servisi"
#> [55] "iski-2019-yili-duyurulari"
#> [56] "iski-ilce-bazli-cagri-sayisi-ve-cozum-orani"
#> [57] "iski-ilce-ve-mahalle-bazli-gelen-ve-cevaplanan-kanal-ariza-sayisi"
#> [58] "iski-ilce-ve-mahalle-bazli-gelen-ve-cevaplanan-su-ariza-sayisi"
#> [59] "iski-personel-sayisi"
#> [60] "ispark-otopark-detay-bilgileri-web-servisi"
#> [61] "ispark-otoparklarina-ait-bilgiler"
#> [62] "ispark-otopark-listesi-web-servisi"
#> [63] "is-sagligi-ve-guvenligi-egitimi-alan-ibb-personeli-sayisi"
#> [64] "istanbul-ana-arter-yol-agi-koordinatlari"
#> [65] "istanbul-a-verilen-temiz-su-miktarlari"
#> [66] "istanbul-avrupa-anadolu-park-lokasyonlari"
#> [67] "istanbul-baraj-doluluk-oranlari"
#> [68] "istanbul-da-son-bir-yilda-gerceklesen-depremler"
#> [69] "istanbul-genel-yesil-alan-bilgiler-2004-2019"
#> [70] "istanbul-gunes-enerji-santralleri-uretim-miktarlari"
#> [71] "istanbulkart-dolum-merkezi-bilgileri"
#> [72] "istanbul-lojistik-dis-kesit-transit-gecisler-raporu"
#> [73] "istanbul-lojistik-firma-gorusmeleri-saha-arastirmasi-sentez-raporu"
#> [74] "istanbul-lojistik-perde-noktalari-trafik-sayim-istatistikleri-sentez-raporu"
#> [75] "istanbul-odak-noktalari-saha-arastirmasi-sentez-raporu"
#> [76] "istanbul-saglik-kurum-ve-kuruluslari-verisi"
#> [77] "istanbul-ulasim-ana-plani-hanehalki-arastirmasi"
#> [78] "itfai-istatistikler"
#> [79] "itfai-istatistikler-yangin"
#> [80] "itfaiye-istasyonlari-konum-bilgileri"
#> [81] "izcilik-faaliyetinden-faydalanan-kisi-sayisi"
#> [82] "karayollari-bazinda-arac-ve-hat-sayisi"
#> [83] "karayollari-bazinda-maksimum-yolculuk-sayisi"
#> [84] "kentsel-donusum-projesi"
#> [85] "kisirlastirilan-hayvanlar"
#> [86] "kisla-mucadele-faaliyetleri-kapsaminda-buzlanmayi-onlemek-amaciyla-kullanilan-yontemler"
#> [87] "mevcut-bisiklet-yollari"
#> [88] "mezarlik-adres-bilgileri"
#> [89] "mikrociple-kayit-altina-alinan-hayvanlar"
#> [90] "muayene-edilen-hayvanlar"
#> [91] "muhtarlik-adres-bilgileri"
#> [92] "musahadeye-alinan-hayvanlar"
#> [93] "nufus-bilgileri"
#> [94] "operasyon-uygulanan-hayvanlar"
#> [95] "otomatik-meteorolojik-gozlem-istasyonu-verileri"
#> [96] "ozel-konulu-is-sagligi-ve-guvenligi-egitimi-ibb-personeli-sayisi"
#> [97] "paylasimli-bisiklet-yollari"
#> [98] "rayli-sistem-gunluk-maksimum-yolculuk-sayilari"
#> [99] "rayli-sistem-insaat-ilerleme-oranlari"
#> [100] "rayli-sistemler-cekmekoy-sultanbeyli-metro-hatti-bilgileri"
#> [101] "rayli-sistemler-dudullu-bostanci-metro-hatti-bilgileri"
#> [102] "rayli-sistemlere-ait-aktarma-bilgileri"
#> [103] "rayli-sistemlere-ait-hat-uzunluk-bilgileri"
#> [104] "rayli-sistemlere-ait-internet-siteleri"
#> [105] "rayli-sistemlere-ait-istasyon-bilgileri"
#> [106] "rayli-sistemlere-ait-tamamlanmis-santiye-bilgileri"
#> [107] "rayli-sistemler-eminonu-alibeykoy-tramvay-hatti-bilgileri"
#> [108] "rayli-sistemler-gunluk-aylik-yillik-hat-bazli-sefer-sayilari"
#> [109] "rayli-sistemler-gunluk-aylik-yillik-vagon-kilometre-bilgileri"
#> [110] "rayli-sistemler-hastane-yenidogan-metro-hatti-bilgileri"
#> [111] "rayli-sistemler-hat-bazli-sefer-sayilari"
#> [112] "rayli-sistemler-hat-bazli-yolculuk-sayilari"
#> [113] "rayli-sistemler-ikitelli-atakoy-metro-hatti-verisi"
#> [114] "rayli-sistemler-kabatas-mecidiykoy-mahmutbey-metro-hatti-bilgileri"
#> [115] "rayli-sistemler-kaynarca-tuzla-metro-hatti-bilgileri"
#> [116] "rayli-sistemler-kirazli-halkali-istasyonu-asansor-ve-yuruyen-merdiven-sayisi"
#> [117] "rayli-sistemler-kirazli-halkali-istasyonu-diger-hatlarla-baglanti-noktalari"
#> [118] "rayli-sistemler-kirazli-halkali-metro-hatti-ilce-istasyon-bilgileri"
#> [119] "rayli-sistemler-m7-kabatas-mecidiyekoy-mahmutbey-metro-hatti-otopark-bilgileri"
#> [120] "rayli-sistemler-maksimum-yolculuk-sayisi"
#> [121] "rayli-sistemler-pendik-kaynarca-hastane-metro-hatti-bilgileri"
#> [122] "rayli-sistemler-rumelihisarustu-asiyan-funikuler-hatti-ilce-istasyon-verisi"
#> [123] "rayli-sistemler-umraniye-atasehir-goztepe-metro-hatti-bilgileri"
#> [124] "rayli-sistemler-vagon-kilometre-bilgileri"
#> [125] "rehabilite-edilip-alindigi-ortama-birakilan-hayvanlar"
#> [126] "saatlik-trafik-yogunluk-veri-seti"
#> [127] "sahiplendirilen-hayvanlar"
#> [128] "sefer-gerceklesme-web-servisi"
#> [129] "sokak-hayvanlarina-ayrilan-butce"
#> [130] "sokak-hayvanlarina-verilen-mama-miktari"
#> [131] "spor-organizasyonlari-ve-sporcu-sayilari"
#> [132] "tedavi-edilen-hayvanlar"
#> [133] "toplu-tasima-bilet-fiyatlari"
#> [134] "toplu-ulasim-arac-dezenfeksiyon-sorgulama-sistemi"
#> [135] "trafik-indeks-degeri-web-servisi"
#> [136] "trafik-indeks-raporu"
#> [137] "trafik-yogunluk-haritasi"
#> [138] "tum-isbike-istasyonlari-web-servisi"
#> [139] "ucretsiz-ibbwifi-hizmeti-sunulan-lokasyonlar"
#> [140] "ulasim-yonetim-merkezi-uym-tarafindan-sisteme-girilen-trafik-duyurulari"
#> [141] "veteriner-rehabilitasyon-istatistikleri"
#> [142] "yatirim-turu-ve-uzunluk-bilgileri"
#> [143] "yil-bazli-atik-alinan-gemi-sayisi"
#> [144] "yillara-gore-atiktan-geri-kazanim-miktarlari"
#> [145] "yillara-gore-kentsel-atik-geri-kazanim-orani"
#> [146] "yolculuk-turu-bazinda-yolcu-sayisi"
# This returns detailed information about all data sources.
# You can use resource_id and package_id from this data in other calls.
(df <- get_all_detailed_info(verbose = FALSE))
#> [1] "Getting info on: 2017-2019-ibb-sehir-tiyatrolari-oynanan-oyun-sayilari Package 1/146"
#> [1] "Getting info on: 2019-yili-ilce-bazinda-susuzluk-sikayet-ve-cevap-sayilari Package 2/146"
#> [1] "Getting info on: 2019-yili-park-bahce-ve-yesil-alan-verileri Package 3/146"
#> [1] "Getting info on: 2020-yili-lokasyon-bazinda-cevresel-izleme-ve-kontrol-verileri Package 4/146"
#> [1] "Getting info on: akom-buzlanma-erken-uyari-sistemi-verileri-beus Package 5/146"
#> [1] "Getting info on: asilanan-hayvanlar Package 6/146"
#> [1] "Getting info on: atik-yonetimi-2017-cevre-hizmetleri Package 7/146"
#> [1] "Getting info on: aylara-gore-aktarma-istasyonlarinda-toplanan-karisik-belediye-atik-miktari-web-servisi Package 8/146"
#> [1] "Getting info on: belnet-sube-ve-uye-sayisi Package 9/146"
#> [1] "Getting info on: bina-bilgileri-igdas Package 10/146"
#> [1] "Getting info on: degisken-mesaj-panolarinda-gosterilen-guzergahlar Package 11/146"
#> [1] "Getting info on: degisken-mesaj-panolarinda-gosterilen-yogunluk-verisi Package 12/146"
#> [1] "Getting info on: deniz-isletmeleri-bazinda-arac-hat-ve-iskele-sayisi Package 13/146"
#> [1] "Getting info on: deniz-isletmeleri-bazinda-maksimum-yolculuk-sayisi Package 14/146"
#> [1] "Getting info on: deniz-yuzeyi-kiyi-ve-plajlardan-toplanan-kati-atik-miktari Package 15/146"
#> [1] "Getting info on: deprem-farkindalik-ve-guvenli-yasam-egitimi-alan-kisi-sayisi Package 16/146"
#> [1] "Getting info on: engelli-merkez-sayilari-ve-basvuru-kriterleri Package 17/146"
#> [1] "Getting info on: gaz-birim-fiyati-ve-miktari Package 18/146"
#> [1] "Getting info on: gemi-kaynakli-petrol-turevli-atiklarin-susuzlastirilmasiyla-geri-kazanilan-miktar Package 19/146"
#> [1] "Getting info on: gemilerden-toplanan-atik-miktari-ve-turu Package 20/146"
#> [1] "Getting info on: genc-universiteli-egitim-yardimi Package 21/146"
#> [1] "Getting info on: gunluk-arac-sayimi Package 22/146"
#> [1] "Getting info on: halic-dereagzi-ve-koy-taramasi-yapilan-yerlerden-cikartilan-teressubat-miktari Package 23/146"
#> [1] "Getting info on: hava-kalitesi-istasyon-bilgileri-web-servisi Package 24/146"
#> [1] "Getting info on: hava-kalitesi-istasyon-olcum-sonuclari-web-servisi Package 25/146"
#> [1] "Getting info on: hayvan-barinaklari-butcesi Package 26/146"
#> [1] "Getting info on: https-www-istanbulsporenvanteri-com Package 27/146"
#> [1] "Getting info on: ibb-butce-raporlari Package 28/146"
#> [1] "Getting info on: ibb-dava-bilgileri Package 29/146"
#> [1] "Getting info on: ibb-enerji-tuketim-raporu Package 30/146"
#> [1] "Getting info on: ibb-istac-araclarinin-anlik-konum-ve-hiz-bilgileri Package 31/146"
#> [1] "Getting info on: ibb-lokasyon-verileri Package 32/146"
#> [1] "Getting info on: ibb-sehir-tiyatrolarinda-sergilen-oyunlar Package 33/146"
#> [1] "Getting info on: ibbwifi-gunluk-veri-kullanimi Package 34/146"
#> [1] "Getting info on: ibbwifi-gunluk-yeni-yerli-ve-yabanci-abone-sayilari Package 35/146"
#> [1] "Getting info on: ibbwifi-ilce-veya-mobil-lokasyona-gore-yeni-abonelik-istatistikleri Package 36/146"
#> [1] "Getting info on: ibbwifi-lokasyon-grubuna-gore-veri-kullanimi Package 37/146"
#> [1] "Getting info on: ibbwifi-lokasyon-kategorisine-gore-veri-kullanimi Package 38/146"
#> [1] "Getting info on: ibbwifi-lokasyon-kategorisine-gore-yeni-yerli-ve-yabanci-abone-sayilari Package 39/146"
#> [1] "Getting info on: ibbwifi-ulkelere-gore-abone-dagilimi Package 40/146"
#> [1] "Getting info on: ibb-ye-ait-hayvan-barinaklari Package 41/146"
#> [1] "Getting info on: iett-arac-ozellikleri-web-servisi Package 42/146"
#> [1] "Getting info on: iett-duyurular-web-servisi Package 43/146"
#> [1] "Getting info on: iett-hat-durak-guzergah-web-servisi Package 44/146"
#> [1] "Getting info on: iett-ibb360-web-servisi Package 45/146"
#> [1] "Getting info on: iett-ibb-web-servisi Package 46/146"
#> [1] "Getting info on: iett-planlanan-sefer-saati-web-servisi Package 47/146"
#> [1] "Getting info on: igdas-calisan-bilgileri Package 48/146"
#> [1] "Getting info on: ikitelli-gunes-enerjisi-santrali-elektrik-uretim-miktarlari Package 49/146"
#> [1] "Getting info on: ilce-bazinda-yillara-gore-dogalgaz-tuketim-miktari Package 50/146"
#> [1] "Getting info on: ilcelere-gore-abone-sayilari Package 51/146"
#> [1] "Getting info on: ilce-ve-sektor-bazinda-birinci-sinif-gayrisihhi-muessese-sayisi Package 52/146"
#> [1] "Getting info on: ilce-yil-ve-atik-turu-bazinda-atik-miktari Package 53/146"
#> [1] "Getting info on: isbike-istasyon-durumlari-web-servisi Package 54/146"
#> [1] "Getting info on: iski-2019-yili-duyurulari Package 55/146"
#> [1] "Getting info on: iski-ilce-bazli-cagri-sayisi-ve-cozum-orani Package 56/146"
#> [1] "Getting info on: iski-ilce-ve-mahalle-bazli-gelen-ve-cevaplanan-kanal-ariza-sayisi Package 57/146"
#> [1] "Getting info on: iski-ilce-ve-mahalle-bazli-gelen-ve-cevaplanan-su-ariza-sayisi Package 58/146"
#> [1] "Getting info on: iski-personel-sayisi Package 59/146"
#> [1] "Getting info on: ispark-otopark-detay-bilgileri-web-servisi Package 60/146"
#> [1] "Getting info on: ispark-otoparklarina-ait-bilgiler Package 61/146"
#> [1] "Getting info on: ispark-otopark-listesi-web-servisi Package 62/146"
#> [1] "Getting info on: is-sagligi-ve-guvenligi-egitimi-alan-ibb-personeli-sayisi Package 63/146"
#> [1] "Getting info on: istanbul-ana-arter-yol-agi-koordinatlari Package 64/146"
#> [1] "Getting info on: istanbul-a-verilen-temiz-su-miktarlari Package 65/146"
#> [1] "Getting info on: istanbul-avrupa-anadolu-park-lokasyonlari Package 66/146"
#> [1] "Getting info on: istanbul-baraj-doluluk-oranlari Package 67/146"
#> [1] "Getting info on: istanbul-da-son-bir-yilda-gerceklesen-depremler Package 68/146"
#> [1] "Getting info on: istanbul-genel-yesil-alan-bilgiler-2004-2019 Package 69/146"
#> [1] "Getting info on: istanbul-gunes-enerji-santralleri-uretim-miktarlari Package 70/146"
#> [1] "Getting info on: istanbulkart-dolum-merkezi-bilgileri Package 71/146"
#> [1] "Getting info on: istanbul-lojistik-dis-kesit-transit-gecisler-raporu Package 72/146"
#> [1] "Getting info on: istanbul-lojistik-firma-gorusmeleri-saha-arastirmasi-sentez-raporu Package 73/146"
#> [1] "Getting info on: istanbul-lojistik-perde-noktalari-trafik-sayim-istatistikleri-sentez-raporu Package 74/146"
#> [1] "Getting info on: istanbul-odak-noktalari-saha-arastirmasi-sentez-raporu Package 75/146"
#> [1] "Getting info on: istanbul-saglik-kurum-ve-kuruluslari-verisi Package 76/146"
#> [1] "Getting info on: istanbul-ulasim-ana-plani-hanehalki-arastirmasi Package 77/146"
#> [1] "Getting info on: itfai-istatistikler Package 78/146"
#> [1] "Getting info on: itfai-istatistikler-yangin Package 79/146"
#> [1] "Getting info on: itfaiye-istasyonlari-konum-bilgileri Package 80/146"
#> [1] "Getting info on: izcilik-faaliyetinden-faydalanan-kisi-sayisi Package 81/146"
#> [1] "Getting info on: karayollari-bazinda-arac-ve-hat-sayisi Package 82/146"
#> [1] "Getting info on: karayollari-bazinda-maksimum-yolculuk-sayisi Package 83/146"
#> [1] "Getting info on: kentsel-donusum-projesi Package 84/146"
#> [1] "Getting info on: kisirlastirilan-hayvanlar Package 85/146"
#> [1] "Getting info on: kisla-mucadele-faaliyetleri-kapsaminda-buzlanmayi-onlemek-amaciyla-kullanilan-yontemler Package 86/146"
#> [1] "Getting info on: mevcut-bisiklet-yollari Package 87/146"
#> [1] "Getting info on: mezarlik-adres-bilgileri Package 88/146"
#> [1] "Getting info on: mikrociple-kayit-altina-alinan-hayvanlar Package 89/146"
#> [1] "Getting info on: muayene-edilen-hayvanlar Package 90/146"
#> [1] "Getting info on: muhtarlik-adres-bilgileri Package 91/146"
#> [1] "Getting info on: musahadeye-alinan-hayvanlar Package 92/146"
#> [1] "Getting info on: nufus-bilgileri Package 93/146"
#> [1] "Getting info on: operasyon-uygulanan-hayvanlar Package 94/146"
#> [1] "Getting info on: otomatik-meteorolojik-gozlem-istasyonu-verileri Package 95/146"
#> [1] "Getting info on: ozel-konulu-is-sagligi-ve-guvenligi-egitimi-ibb-personeli-sayisi Package 96/146"
#> [1] "Getting info on: paylasimli-bisiklet-yollari Package 97/146"
#> [1] "Getting info on: rayli-sistem-gunluk-maksimum-yolculuk-sayilari Package 98/146"
#> [1] "Getting info on: rayli-sistem-insaat-ilerleme-oranlari Package 99/146"
#> [1] "Getting info on: rayli-sistemler-cekmekoy-sultanbeyli-metro-hatti-bilgileri Package 100/146"
#> [1] "Getting info on: rayli-sistemler-dudullu-bostanci-metro-hatti-bilgileri Package 101/146"
#> [1] "Getting info on: rayli-sistemlere-ait-aktarma-bilgileri Package 102/146"
#> [1] "Getting info on: rayli-sistemlere-ait-hat-uzunluk-bilgileri Package 103/146"
#> [1] "Getting info on: rayli-sistemlere-ait-internet-siteleri Package 104/146"
#> [1] "Getting info on: rayli-sistemlere-ait-istasyon-bilgileri Package 105/146"
#> [1] "Getting info on: rayli-sistemlere-ait-tamamlanmis-santiye-bilgileri Package 106/146"
#> [1] "Getting info on: rayli-sistemler-eminonu-alibeykoy-tramvay-hatti-bilgileri Package 107/146"
#> [1] "Getting info on: rayli-sistemler-gunluk-aylik-yillik-hat-bazli-sefer-sayilari Package 108/146"
#> [1] "Getting info on: rayli-sistemler-gunluk-aylik-yillik-vagon-kilometre-bilgileri Package 109/146"
#> [1] "Getting info on: rayli-sistemler-hastane-yenidogan-metro-hatti-bilgileri Package 110/146"
#> [1] "Getting info on: rayli-sistemler-hat-bazli-sefer-sayilari Package 111/146"
#> [1] "Getting info on: rayli-sistemler-hat-bazli-yolculuk-sayilari Package 112/146"
#> [1] "Getting info on: rayli-sistemler-ikitelli-atakoy-metro-hatti-verisi Package 113/146"
#> [1] "Getting info on: rayli-sistemler-kabatas-mecidiykoy-mahmutbey-metro-hatti-bilgileri Package 114/146"
#> [1] "Getting info on: rayli-sistemler-kaynarca-tuzla-metro-hatti-bilgileri Package 115/146"
#> [1] "Getting info on: rayli-sistemler-kirazli-halkali-istasyonu-asansor-ve-yuruyen-merdiven-sayisi Package 116/146"
#> [1] "Getting info on: rayli-sistemler-kirazli-halkali-istasyonu-diger-hatlarla-baglanti-noktalari Package 117/146"
#> [1] "Getting info on: rayli-sistemler-kirazli-halkali-metro-hatti-ilce-istasyon-bilgileri Package 118/146"
#> [1] "Getting info on: rayli-sistemler-m7-kabatas-mecidiyekoy-mahmutbey-metro-hatti-otopark-bilgileri Package 119/146"
#> [1] "Getting info on: rayli-sistemler-maksimum-yolculuk-sayisi Package 120/146"
#> [1] "Getting info on: rayli-sistemler-pendik-kaynarca-hastane-metro-hatti-bilgileri Package 121/146"
#> [1] "Getting info on: rayli-sistemler-rumelihisarustu-asiyan-funikuler-hatti-ilce-istasyon-verisi Package 122/146"
#> [1] "Getting info on: rayli-sistemler-umraniye-atasehir-goztepe-metro-hatti-bilgileri Package 123/146"
#> [1] "Getting info on: rayli-sistemler-vagon-kilometre-bilgileri Package 124/146"
#> [1] "Getting info on: rehabilite-edilip-alindigi-ortama-birakilan-hayvanlar Package 125/146"
#> [1] "Getting info on: saatlik-trafik-yogunluk-veri-seti Package 126/146"
#> [1] "Getting info on: sahiplendirilen-hayvanlar Package 127/146"
#> [1] "Getting info on: sefer-gerceklesme-web-servisi Package 128/146"
#> [1] "Getting info on: sokak-hayvanlarina-ayrilan-butce Package 129/146"
#> [1] "Getting info on: sokak-hayvanlarina-verilen-mama-miktari Package 130/146"
#> [1] "Getting info on: spor-organizasyonlari-ve-sporcu-sayilari Package 131/146"
#> [1] "Getting info on: tedavi-edilen-hayvanlar Package 132/146"
#> [1] "Getting info on: toplu-tasima-bilet-fiyatlari Package 133/146"
#> [1] "Getting info on: toplu-ulasim-arac-dezenfeksiyon-sorgulama-sistemi Package 134/146"
#> [1] "Getting info on: trafik-indeks-degeri-web-servisi Package 135/146"
#> [1] "Getting info on: trafik-indeks-raporu Package 136/146"
#> [1] "Getting info on: trafik-yogunluk-haritasi Package 137/146"
#> [1] "Getting info on: tum-isbike-istasyonlari-web-servisi Package 138/146"
#> [1] "Getting info on: ucretsiz-ibbwifi-hizmeti-sunulan-lokasyonlar Package 139/146"
#> [1] "Getting info on: ulasim-yonetim-merkezi-uym-tarafindan-sisteme-girilen-trafik-duyurulari Package 140/146"
#> [1] "Getting info on: veteriner-rehabilitasyon-istatistikleri Package 141/146"
#> [1] "Getting info on: yatirim-turu-ve-uzunluk-bilgileri Package 142/146"
#> [1] "Getting info on: yil-bazli-atik-alinan-gemi-sayisi Package 143/146"
#> [1] "Getting info on: yillara-gore-atiktan-geri-kazanim-miktarlari Package 144/146"
#> [1] "Getting info on: yillara-gore-kentsel-atik-geri-kazanim-orani Package 145/146"
#> [1] "Getting info on: yolculuk-turu-bazinda-yolcu-sayisi Package 146/146"
#> # A tibble: 262 x 23
#> resource_id package_id datastore_conta… datastore_active id size
#> <chr> <chr> <chr> <lgl> <chr> <int>
#> 1 311f8744-8… c9145e52-… True TRUE 311f… 9.07e3
#> 2 <NA> c9145e52-… False FALSE 4e83… 3.45e5
#> 3 4b2fc348-5… f41d89f1-… True TRUE 4b2f… 4.17e4
#> 4 1d9762dc-b… 0c3c3369-… True TRUE 1d97… 1.90e4
#> 5 <NA> 0dd1d714-… False TRUE 54bc… 4.30e5
#> 6 9bfc89aa-8… 824c942e-… True TRUE 9bfc… 1.13e7
#> 7 2013bd85-e… 824c942e-… True TRUE 2013… 1.65e7
#> 8 e5d17422-2… 824c942e-… True TRUE e5d1… 3.87e6
#> 9 <NA> 9f4de8dc-… False FALSE 8fbe… 3.44e5
#> 10 <NA> 9f4de8dc-… False FALSE 8ecf… 6.99e5
#> # … with 252 more rows, and 17 more variables: cache_last_updated <lgl>,
#> # state <chr>, hash <chr>, description <chr>, format <chr>,
#> # mimetype_inner <lgl>, url_type <chr>, mimetype <chr>, cache_url <lgl>,
#> # name <chr>, created <chr>, url <chr>, last_modified <chr>, position <int>,
#> # revision_id <chr>, resource_type <lgl>, package_name <chr>
Information About a Specific Data Source
(df <- get_detailed_info_on_data_source(package_id = "594ca91d-0c71-41da-b50a-c7cd30fab67a",
get_all_info = FALSE))
#> mimetype cache_url
#> 1 application/vnd.openxmlformats-officedocument.spreadsheetml.sheet NA
#> mimetype_inner hash
#> 1 NA
#> description
#> 1 İstanbul'da yolculuk türüne göre yıllık yolcu sayılarını içerir.
#> created
#> 1 2020-01-10T08:26:02.513339
#> url
#> 1 https://data.ibb.gov.tr/dataset/594ca91d-0c71-41da-b50a-c7cd30fab67a/resource/c2c6cec1-ceb5-4fab-8d87-c5d900a99809/download/yolculuk-turu-baznda-yolcu-says.xlsx
#> format cache_last_updated state package_id
#> 1 XLSX NA active 594ca91d-0c71-41da-b50a-c7cd30fab67a
#> last_modified revision_id url_type
#> 1 2020-02-12T08:21:30.736945 76233adf-752b-420b-8167-fcfe8c7b95b9 upload
#> position datastore_contains_all_records_of_source_file size datastore_active
#> 1 0 False 13328 TRUE
#> id resource_type
#> 1 c2c6cec1-ceb5-4fab-8d87-c5d900a99809 NA
#> name
#> 1 Yolculuk Türü Bazında Yolcu Sayısı.xlsx
Get Data
(df <- get_data_frame_ibb(resource_id = "99d1edb6-a889-4e69-be7b-21a3f90101f1"))
#> Warning: `tbl_df()` is deprecated as of dplyr 1.0.0.
#> Please use `tibble::as_tibble()` instead.
#> This warning is displayed once every 8 hours.
#> Call `lifecycle::last_warnings()` to see where this warning was generated.
#> # A tibble: 46 x 5
#> id Konum Lokasyon_Sayisi Yerli_Abone_Sayisi Yabanci_Abone_Sayisi
#> <int> <chr> <chr> <chr> <chr>
#> 1 1 IETT Otobus 2594 613943 126248
#> 2 2 FATİH 77 111711 125044
#> 3 3 BEYOĞLU 35 85845 60064
#> 4 4 Diger 1479 425477 19108
#> 5 5 BEŞİKTAŞ 18 28119 8253
#> 6 6 IETT Metrobus 548 322380 7375
#> 7 7 KADIKÖY 24 49708 7241
#> 8 8 ÜSKÜDAR 28 37591 5883
#> 9 9 BAKIRKÖY 28 35130 5783
#> 10 10 EYÜPSULTAN 34 29755 4918
#> # … with 36 more rows
Pre-defined Functions for Data
There are some pre-defined functions for data download. For a full list please see the package help files.
(df <- get_ibb_wifi_daily_data_usage())
#> # A tibble: 100 x 11
#> id Gun Lokasyon_Sayisi Abone_Sayisi Oturum_Sayisi Cihaz_Sayisi
#> <int> <chr> <chr> <chr> <chr> <chr>
#> 1 1 2019… 2895 58983 95609 59235
#> 2 2 2019… 2328 50629 81088 51115
#> 3 3 2019… 1919 44837 72068 45462
#> 4 4 2019… 2903 61729 100191 62006
#> 5 5 2019… 2905 62073 101260 62399
#> 6 6 2019… 2902 57395 91329 57557
#> 7 7 2019… 3137 64287 105519 64594
#> 8 8 2019… 3133 64160 104175 64407
#> 9 9 2019… 2485 54146 87945 54766
#> 10 10 2019… 2009 47366 76901 47974
#> # … with 90 more rows, and 5 more variables: Data_Download_GB <chr>,
#> # Data_Upload_GB <chr>, Data_Yerli_GB <chr>, Data_Yabanci_GB <chr>,
#> # Sure_Saat <chr>
Code of Conduct
Please note that the ibb project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.
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