Web Scrapping dengan rvest pada situs Jaringan Keselamatan Penerbangan
Penulis : Ismail Akbar | Prof. Dr. Suhartono M.Kom | Magister Informatika | UIN Maulana Malik Ibrahim Malang | https://ismaelakbar.site/
06 Juni 2021
A. Pengantar
Data dan informasi di web saat ini sangat berkembang pesat. Kita semua saat ini mengakses website sebagai sumber pengetahuan pertama kita, baik itu tentang menemukan ulasan tentang suatu tempat hingga memahami istilah baru. Semua informasi ini sudah tersedia di web.
Web scraping adalah proses mengekstrak data dari sebuah situs web. Salah satu contoh web scraping adalah menyalin daftar kontak dari direktori web.
Web scraping akan dilakukan di situs web aviation-safety.net. Data Jaringan Keselamatan Penerbangan akan diambil untuk mengetahui data kejadian kecelakaan penerbangan yang ada di dunia dengan memanfaatkan library rvest.
Package rvest ditulis oleh Hadley Wickham dari RStudio. Package ini mempunyai fungsi yang serupa dengan library beautiful soup pada Python, yaitu untuk web scraping. Langkah pertama, tentu saja, install dan load package rvest.
B. Menyiapkan library
Pertama, perlu menginstal dan memuat beberapa library yang dibutuhkan dalam kasus ini.
library(rvest)## Warning: package 'rvest' was built under R version 4.0.4## Loading required package: xml2library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(tidyverse)## -- Attaching packages --------------------------------------- tidyverse 1.3.0 --## v ggplot2 3.3.3 v purrr 0.3.4
## v tibble 3.0.6 v stringr 1.4.0
## v tidyr 1.1.2 v forcats 0.5.1
## v readr 1.4.0## -- Conflicts ------------------------------------------ tidyverse_conflicts() --
## x dplyr::filter() masks stats::filter()
## x readr::guess_encoding() masks rvest::guess_encoding()
## x dplyr::lag() masks stats::lag()
## x purrr::pluck() masks rvest::pluck()library(ggplot2)
library(hrbrthemes)## Warning: package 'hrbrthemes' was built under R version 4.0.5## NOTE: Either Arial Narrow or Roboto Condensed fonts are required to use these themes.## Please use hrbrthemes::import_roboto_condensed() to install Roboto Condensed and## if Arial Narrow is not on your system, please see https://bit.ly/arialnarrowC. Membaca Data Bagian 1
Pada kasus ini kita ingin membaca semua insiden yang terjadi pada tahun 2020 dengan mengakses alamat web aviation-safety.net/database/dblist.php?Year=2020. Akan tetapi pada halaman website tersebut menampilkan data frame lebih dari satu pada setiap tahunnya. Untungnya kita bisa mendapatkan jumlah halaman dengan menggunakan rvest juga.
url <- "http://aviation-safety.net/database/dblist.php?Year=2020"
pages <- url %>% html() %>%
html_nodes(xpath = '//*[@id="contentcolumnfull"]/div/div[2]') %>%
html_text() %>% strsplit(" ") %>% unlist() %>%
as.numeric() %>% max()## Warning: 'html' is deprecated.
## Use 'xml2::read_html' instead.
## See help("Deprecated")pages## [1] 2Sekarang kita dapat menulis perulangan kecil untuk mendapatkan semua insiden pada tahun 2020, karena tautan web tersebut akan berubah dengan nomor halaman.
# memulai data frame kosong, di mana kami akan menyimpan data
data <- data.frame(date = numeric(0), type = numeric(0), registration = numeric(0),
operator = numeric(0), fatalities = numeric(0), location = numeric(0),
category = numeric(0))
# loop melalui semua nomor halaman
for (page in 1:pages){
# buat URL baru untuk halaman saat ini
url <- paste0("http://aviation-safety.net/database/dblist.php?Year=2020&lang=&page=", page)
# mendapatkan data html dan ubah menjadi data.frame
incidents <- url %>% html() %>%
html_nodes(xpath = '//*[@id="contentcolumnfull"]/div/table') %>%
html_table() %>% data.frame()
# menggabungkan data
data <- rbind(data, incidents)
}## Warning: 'html' is deprecated.
## Use 'xml2::read_html' instead.
## See help("Deprecated")
## Warning: 'html' is deprecated.
## Use 'xml2::read_html' instead.
## See help("Deprecated")data## date type registration
## 1 02-JAN-2020 Antonov An-12A -
## 2 03-JAN-2020 Harbin Yunshuji Y-12 II SCL-857
## 3 03-JAN-2020 Hawker 900XP N805D
## 4 04-JAN-2020 Beech B200 King Air N200HF
## 5 05-JAN-2020 Beech B300 King Air 350
## 6 08-JAN-2020 Boeing 737-8KV (WL) UR-PSR
## 7 08-JAN-2020 Boeing 737-823 (WL) N929NN
## 8 09-JAN-2020 Lockheed C-130BZ Hercules 403
## 9 10-JAN-2020 Airbus A321-231 (WL) VQ-BRS
## 10 16-JAN-2020 Beech B200 King Air N547LM
## 11 19-JAN-2020 Swearingen SA227-AC Metro III C-GWVH
## 12 20-JAN-2020 DHC-8-314 C-GXAI
## 13 23-JAN-2020 Lockheed EC-130Q Hercules N134CG
## 14 23-JAN-2020 Cessna S550 Citation S/II ZS-CAR
## 15 24-JAN-2020 Gulfstream G150 N373ML
## 16 27-JAN-2020 MD-83 EP-CPZ
## 17 27-JAN-2020 Bombardier E-11A (Global Express) 11-9358
## 18 31-JAN-2020 Bombardier DHC-8-402Q Dash 8 C-FKWE
## 19 01-FEB-2020 Boeing 747-412F (SCD) TC-MCT
## 20 03-FEB-2020 Boeing 767-375ER C-GHOZ
## 21 03-FEB-2020 Boeing 747-412BCF N703CK
## 22 04-FEB-2020 Cessna 208B Grand Caravan N454SF
## 23 05-FEB-2020 Boeing 737-86J (WL) TC-IZK
## 24 06-FEB-2020 Cessna 208B Grand Caravan N24MG
## 25 07-FEB-2020 Boeing 757-256 (WL) TF-FIA
## 26 07-FEB-2020 Cessna 208B Super Cargomaster N988FX
## 27 08-FEB-2020 Cessna 501 Citation I/SP N501RG
## 28 08-FEB-2020 Beech 200 Super King Air CC-COT
## 29 09-FEB-2020 Boeing 737-524 (WL) VQ-BPS
## 30 12-FEB-2020 Cessna 560 Citation Encore N654CE
## 31 14-FEB-2020 Cessna 208 Caravan I P2-MAI
## 32 20-FEB-2020 Antonov An-2T RA-40642
## 33 20-FEB-2020 Beech B200 King Air N860J
## 34 20-FEB-2020 Cessna 510 Citation Mustang N163TC
## 35 21-FEB-2020 DHC-3T Vazar Turbine Otter C-FIUZ
## 36 23-FEB-2020 Bombardier Challenger 605 C-GKCP
## 37 24-FEB-2020 Swearingen SA227-DC Metro 23 C-GJVB
## 38 24-FEB-2020 DHC-6 Twin Otter 300 8Q-MBC
## 39 25-FEB-2020 Learjet 55 N135LR
## 40 25-FEB-2020 Boeing 737-301 (BDSF) PK-YSG
## 41 26-FEB-2020 Antonov An-2P UP-A0001
## 42 27-FEB-2020 Dassault Falcon 50 N951DJ
## 43 28-FEB-2020 Airbus A300B4-203(F) UP-A3003
## 44 29-FEB-2020 Learjet 35A N721EC
## 45 03-MAR-2020 Cessna S550 Citation S/II N45NC
## 46 03-MAR-2020 Dassault Falcon 2000 N519JD
## 47 03-MAR-2020 Cessna 525C CitationJet CJ4 N989CJ
## 48 03-MAR-2020 Bombardier Challenger 300 N819RS
## 49 03-MAR-2020 Beech 200 Super King Air N186EB
## 50 03-MAR-2020 Beech 200 Super King Air N2PY
## 51 03-MAR-2020 Learjet 55 N890AC
## 52 05-MAR-2020 Cessna 208B Super Cargomaster N706FX
## 53 06-MAR-2020 DHC-6 Vistaliner 300 N72GC
## 54 08-MAR-2020 Boeing 767-3Q8ER N477AX
## 55 09-MAR-2020 Gulfstream G-IVSP M-YWAY
## 56 09-MAR-2020 Airbus A330-343 HS-TEU
## 57 12-MAR-2020 Beech 200 Super King Air HK-5075
## 58 12-MAR-2020 DHC-3T Vazar Turbine Otter C-GTMW
## 59 13-MAR-2020 Cessna 525 CitationJet YV3452
## 60 14-MAR-2020 Raytheon Hawker 800XP N100AG
## 61 17-MAR-2020 Cessna 208B Super Cargomaster N274PM
## 62 19-MAR-2020 Cessna 208 Caravan I P2-MAF
## 63 22-MAR-2020 Hawker Siddeley HS-125-F400B (XB-PNK)
## 64 29-MAR-2020 IAI 1124A Westwind II RP-C5880
## 65 05-APR-2020 Antonov An-26 UP-AN601
## 66 19-APR-2020 BAe-125-700A N700NW
## 67 20-APR-2020 BAe-125-800A N375TC
## 68 23-APR-2020 Lockheed C-130J-30 Super Hercules 11-5736
## 69 24-APR-2020 IAI 1125 Astra SP YV3427
## 70 28-APR-2020 Beech A100 King Air C-FCBZ
## 71 02-MAY-2020 Beech B200 Super King Air C-GSAE
## 72 04-MAY-2020 Embraer EMB-120RT Brasilia 5Y-AXO
## 73 04-MAY-2020 Learjet 25D LV-WOC
## 74 05-MAY-2020 Learjet 35A LV-BXU
## 75 07-MAY-2020 Hawker Siddeley HS-125 XB-RBF
## 76 08-MAY-2020 Beech 1900C N31704
## 77 09-MAY-2020 Learjet 60XR 5A-UAE
## 78 09-MAY-2020 Ilyushin Il-78 no reg.
## 79 16-MAY-2020 Let L-410MA RA-67066
## 80 19-MAY-2020 Boeing 737-8Q8 (WL) N820TJ
## 81 20-MAY-2020 Cessna 501 Citation I/SP N501KM
## 82 21-MAY-2020 Embraer C-95BM Bandeirante (EMB-110 FAB2347
## 83 22-MAY-2020 Airbus A320-214 AP-BLD
## 84 26-MAY-2020 Beech 200 Super King Air
## 85 28-MAY-2020 BAe-125-700A N720PT
## 86 30-MAY-2020 Beech 200 Super King Air
## 87 30-MAY-2020 DHC-6 Twin Otter 100 N52FW
## 88 08-JUN-2020 Lockheed C-130H3 Hercules 94-6706
## 89 13-JUN-2020 Beech 300 Super King Air 350 N858UP
## 90 14-JUN-2020 Airbus A320-271N VP-BWC
## 91 14-JUN-2020 Airbus A320-232 VP-BDL
## 92 15-JUN-2020 Grumman G-1159 Gulfstream II N27SL
## 93 16-JUN-2020 DHC-8-402Q Dash 8 G-JECK
## 94 19-JUN-2020 Gulfstream American G-1159A Gulfstr N516TR
## 95 02-JUL-2020 Grumman G-1159 Gulfstream II SP XB-NRX
## 96 05-JUL-2020 BAe-125-700A XB-RCM
## 97 07-JUL-2020 Hawker 800XP N339AV
## 98 13-JUL-2020 Antonov An-2R RA-40851
## 99 13-JUL-2020 BN-2A-27 Islander N200MU
## 100 14-JUL-2020 DHC-8-402Q (PF) Dash 8 5Y-VVU
## 101 15-JUL-2020 Beech B300 King Air 350i EM-809
## 102 17-JUL-2020 Beech 200 Super King Air C-FSKQ
## 103 19-JUL-2020 Antonov An-2R RA-71276
## 104 20-JUL-2020 Beech B200 Super King Air N740P
## 105 22-JUL-2020 Boeing 777-F60 ET-ARH
## 106 22-JUL-2020 Beech Beechjet 400A N425BJ
## 107 25-JUL-2020 Cessna 208B Grand Caravan XA-FTG
## 108 26-JUL-2020 Gulfstream Aerospace G-1159A Gulfst N450BD
## 109 30-JUL-2020 Beech 200 Super King Air N515BA
## 110 01-AUG-2020 Airbus A321-211 (WL) VP-BAX
## 111 03-AUG-2020 Antonov An-72TK-100 RA-74044
## 112 04-AUG-2020 Harbin Y-12-II KAF128
## 113 07-AUG-2020 Boeing 737-8HG (WL) VT-AXH
## 114 08-AUG-2020 Canadair CL-215 EC-HET
## 115 08-AUG-2020 BAe-125
## 116 09-AUG-2020 BAe-125-800A XB-RAY
## 117 10-AUG-2020 Rockwell Sabreliner 75A N400RS
## 118 12-AUG-2020 Beech B200 King Air N316JP
## 119 13-AUG-2020 Let L-410UVP-E3 9S-GEN
## 120 16-AUG-2020 Cessna 208B Grand Caravan 5Y-SAV
## 121 18-AUG-2020 ATR 72-600 (72-212A) 6V-ASN
## 122 19-AUG-2020 Boeing 767-3S2FER N146FE
## 123 20-AUG-2020 Beech 200 Super King Air N198DM
## 124 22-AUG-2020 Antonov An-26B EX-126
## 125 27-AUG-2020 Boeing 747SP-21 VQ-BMS
## 126 28-AUG-2020 Boeing 767-324ER N423AX
## 127 29-AUG-2020 Dassault Falcon 200 XB-OAP
## 128 29-AUG-2020 Boeing 737-81D (WL) JA73NM
## 129 07-SEP-2020 Gulfstream G200 Galaxy PR-AUR
## 130 07-SEP-2020 Cessna 208B Grand Caravan N186GC
## 131 11-SEP-2020 Cessna 208B Grand Caravan 5Y-CDH ?
## 132 15-SEP-2020 Beech 200 King Air
## 133 18-SEP-2020 Learjet
## 134 19-SEP-2020 Fokker 50 5Y-MHT
## 135 21-SEP-2020 Learjet 35 false reg.
## 136 22-SEP-2020 Cessna 208B Grand Caravan HK-4669-G
## 137 23-SEP-2020 BAe-125-800A XB-PYZ
## 138 25-SEP-2020 Antonov An-26Sh 76 yellow
## 139 25-SEP-2020 BAe-125
## 140 27-SEP-2020 Canadair Challenger 600 N100QR
## 141 28-SEP-2020 Antonov An-2
## 142 29-SEP-2020 Lockheed KC-130J Hercules 166765
## 143 04-OCT-2020 Gulfstream American G-1159A Gulfstr N305LR
## 144 05-OCT-2020 BAe-125
## 145 05-OCT-2020 DHC-6 Twin Otter 300 8Q-TMF
## 146 10-OCT-2020 Cessna 208B Grand Caravan 5H-NWA
## 147 10-OCT-2020 Douglas C-54E (DC-4) N96358
## 148 14-OCT-2020 Antonov An-32A OB-2120-P
## 149 22-OCT-2020 DHC-6 Twin Otter 300 8Q-TMR
## 150 23-OCT-2020 Bombardier DHC-8-402Q Dash 8 JA845A
## 151 29-OCT-2020 BN-2A-26 Islander N706MC
## 152 29-OCT-2020 Gulfstream American G-1159A Gulfstr N461AR ?
## 153 30-OCT-2020 Embraer Phenom 100 PR-LMP
## 154 31-OCT-2020 Cessna AC-208B Combat Caravan YI-118
## 155 05-NOV-2020 Swearingen SA227-AC Metro III LV-VDJ
## 156 09-NOV-2020 Rockwell Sabreliner 65 XA-VD.
## 157 11-NOV-2020 BAe-125-800B
## 158 13-NOV-2020 Antonov An-124-100 RA-82042
## 159 15-NOV-2020 Grumman G-1159 Gulfstream II SP N104VV
## 160 16-NOV-2020 ATR 72-500 (72-212A) VT-TMM
## 161 23-NOV-2020 DHC-7-110 VP-FBQ
## 162 23-NOV-2020 DHC-8-314 C-FEXZ
## 163 23-NOV-2020 Beech 200 King Air HB-GJM
## 164 26-NOV-2020 ATR 42-300 C-FAFS
## 165 30-NOV-2020 Cessna 208B Grand Caravan C6-AWO
## 166 01-DEC-2020 DHC-6 Vistaliner 300 P2-ASM
## 167 02-DEC-2020 Boeing 737-529 EY-560
## 168 02-DEC-2020 Cessna 551 Citation II/SP N48DK
## 169 05-DEC-2020 Beech A100 King Air C-FWYO
## 170 05-DEC-2020 BAe-125-800A N484AR
## 171 09-DEC-2020 Antonov An-2R UR-33642
## 172 10-DEC-2020 Gulfstream Aerospace G-1159A Gulfst (N370JL)
## 173 13-DEC-2020 Eclipse 500 N686TM
## 174 19-DEC-2020 BAe-125-700A (N326TD)
## 175 20-DEC-2020 Raytheon Hawker 800XP N412JA
## 176 30-DEC-2020 Cessna 208B Supervan 900 PZ-TSK
## operator fat. location
## 1 Sudan AF 18 near Geneina Airp...
## 2 Sri Lanka AF 4 near Haputale
## 3 Million Air San Juan 0 San Juan-Fer...
## 4 L.C. Whitford Co., Inc. 0 Morristown M...
## 5 L3 Technologies 2 Manda Bay-Ca...
## 6 Ukraine International Airlines 176 near Sabashahr
## 7 American Airlines 0 New York-La ...
## 8 South African AF 0 Goma Airport...
## 9 Nordwind Airlines 0 Antalya Airp...
## 10 LifeMed Alaska 0 near Unalaska-Tom...
## 11 Perimeter Aviation 0 Shamattawa A...
## 12 Air Inuit 0 Scheffervill...
## 13 Coulson Aviation 3 near Cooma, NSW
## 14 S.A. CAA 3 near Friemersheim
## 15 Compass Aviation LLC 0 San Juan-Fer...
## 16 Caspian Airlines 0 Bandar Mahsh...
## 17 USAF 2 near Sharana FOB
## 18 WestJet Encore 0 Terrace Airp...
## 19 ACT Airlines, opf Saudi Arabian 0 Dammam-King ...
## 20 Air Canada 0 Madrid-Baraj...
## 21 Kalitta Air 0 Los Angeles ...
## 22 Grant Aviation 0 Hooper Bay A...
## 23 Pegasus Airlines 3 Istanbul-Sab...
## 24 Redding Aero Enterprises Inc. 0 near Eureka-Murra...
## 25 Icelandair 0 Keflavík Int...
## 26 Mountain Air Cargo, opf FedEx 0 Baltimore/Wa...
## 27 Remonia Air 4 near Fairmount, GA
## 28 Transportes Torreon 0 Rio Bueno-Fu...
## 29 Utair 0 Usinsk Airpo...
## 30 SC Cole Aviation LLC 0 near Benbrook, TX
## 31 MAF 0 Miyanmin Air...
## 32 T-Cement 0 Magadan-13 A...
## 33 Lauren Engineers & Constructors 3 near Lake Coleman...
## 34 private 0 Daytona Beac...
## 35 Harbour Air 0 Vancouver-Co...
## 36 Canadian Pacific Railway 0 Calgary Inte...
## 37 Bearskin Airlines, opb Perimeter Aviation 0 Dryden Regio...
## 38 Trans Maldivian Airways 0 Kuredu Islan...
## 39 Expectra Aviation Inc. 0 Belmar/Farmi...
## 40 Trigana Air Service 0 Jayapura-Sen...
## 41 Orlan 2000 0 near Ust-Kamenogo...
## 42 private 0 Toronto-Butt...
## 43 Sigma Airlines 0 Sharjah Airp...
## 44 East Coast Jets 0 Altoona Airp...
## 45 private 0 Nashville-Jo...
## 46 Caridad Aviation, LLC 0 Nashville-Jo...
## 47 Textron 0 Nashville-Jo...
## 48 Legacy Air LLC 0 Nashville-Jo...
## 49 Executive Business Aviation Inc 0 Nashville-Jo...
## 50 AT Aero LLC 0 Nashville-Jo...
## 51 Jetleg Management 0 Nashville-Jo...
## 52 FedEx, opb CSA Air 0 Rhinelander-...
## 53 Grand Canyon Airlines 0 Boulder City...
## 54 Omni Air International 0 Shannon Airp...
## 55 Platinum Jet Co., Ltd. 0 Vientiane-Wa...
## 56 Thai Airways International 0 Vientiane-Wa...
## 57 private 2 Claura Arrib...
## 58 Martini Aviation Ltd. 0 Fort Langley...
## 59 Unknown 2 Porlamar-del...
## 60 Gemini Air Group 0 Phoenix-Scot...
## 61 Planemasters 1 near La Crosse, R...
## 62 MAF 0 Yenkisa Airs...
## 63 private 0 near Caballo Blan...
## 64 Lionair Inc. 8 Manila-Ninoy...
## 65 Libyan National Army near Tarhuna
## 66 private 2 near Las Cruces, ...
## 67 private 0 Laguna del T...
## 68 USAF 0 Ramstein AFB...
## 69 Inversiones SC 2012 0 Fort Lauderd...
## 70 Buffalo Airways 0 Kugaaruk Air...
## 71 Province of Saskatchewan 0 near Lloydminster...
## 72 African Express Airways 6 near Bardale Airs...
## 73 Dos Mil Aerosistema SA 0 San Fernando...
## 74 MD Fly 3 near Esquel Airpo...
## 75 private 0 southern Zul...
## 76 Ameriflight 0 San Antonio ...
## 77 United Aviation 0 Tripoli-Miti...
## 78 Libyan Air Force 0 Tripoli-Miti...
## 79 Unknown 0 Ulang Airstrip
## 80 Swift Air 0 near Victorville-...
## 81 McWilliams LLC 0 Houston Inte...
## 82 Brazilian AF 0 Natal Air Fo...
## 83 PIA 97+ 1 near Karachi-Jinn...
## 84 private 0 near Morocoy, Qui...
## 85 private 0 near Sarteneja
## 86 private 0 Región Costa...
## 87 Kapowsin Air Sports, opf Skydive San Diego 0 San Diego-Br...
## 88 USAF 0 Al Taji Army...
## 89 Gama Aviation Signature 0 Bedford-Hans...
## 90 S7 Airlines 0 Saint Peters...
## 91 Ural Airlines 0 Saint Peters...
## 92 private 1 Machiques de...
## 93 Nordic Aviation Capital 0 Aberdeen-Dyc...
## 94 private 0 El Chico, Re...
## 95 private 0 Mapastepec
## 96 private 0 near José Maria M...
## 97 private 0 within Venez...
## 98 Zeus-Avia 2 near Kistenevo, B...
## 99 Tropic Air Charters 0 Fort Lauderd...
## 100 Blue Bird Aviation 0 Beledweyne-U...
## 101 Turkish Police 7 near Van-Ferit Me...
## 102 Skyjet Aviation 0 Rouyn Airpor...
## 103 Phoenix <NA> Buryatia region
## 104 private 0 near Brus Laguna
## 105 Ethiopian Airlines 0 Shanghai Pud...
## 106 N425BJ LLC 0 Montgomery R...
## 107 AX Transporter 0 Holbox Airstrip
## 108 private 0 near El Chal, Pet...
## 109 private 0 Rio Negro, Z...
## 110 Aeroflot 0 Moskva-Shere...
## 111 UTair-Cargo, opf UN 0 Gao Airport ...
## 112 Kenyan AF 0 Dhobley Airs...
## 113 Air India Express 21 Kozhikode-Ca...
## 114 ANEPC, opb Babcock 1 near Lindoso
## 115 private 0 Ixcán
## 116 private 0 near Maracaibo-La...
## 117 private 2 near Paraguaná
## 118 private 0 Santa Ana, B...
## 119 Doren Air Congo 4 near Bukavu-Kavum...
## 120 City Link 0 New Fangak A...
## 121 Air Senegal 0 Ziguinchor A...
## 122 FedEx 0 Los Angeles ...
## 123 Bomac Air 1 Chicago/Rock...
## 124 South West Aviation 7 near Juba Airport...
## 125 Las Vegas Sands Corporation 0 Lake Charles...
## 126 Omni Air International 0 Bucharest Ba...
## 127 private 0 Palenque Air...
## 128 Skymark Airlines 0 near Tokyo-Haneda...
## 129 W.R.V. 0 Belo Horizon...
## 130 Grand Canyon Airlines 0 Whitmore-Gra...
## 131 Unknown 0 Maji Moto ar...
## 132 private 0 Machiques de...
## 133 private 0 Zanja
## 134 Silverstone Air Services, opf Saacid Airlines 0 Mogadishu Ad...
## 135 private 0 Santha Martha
## 136 private 0 near Guaymaral Ai...
## 137 private 4 Alta Verapaz...
## 138 Ukraine Air Force 26 near Chuhuiv Air ...
## 139 private <NA> Catatumbo, E...
## 140 private 0 Sur del Lago...
## 141 Unknown 0 near Martuni
## 142 USMC 0 near Salton City, CA
## 143 private 0 Machiques, Z...
## 144 private 0 Sergio Butró...
## 145 Trans Maldivian Airways 0 Malé-Velana ...
## 146 Duk Air Travel 0 Mundri Airstrip
## 147 Alaska Air Fuel 0 Yakataga Air...
## 148 AerCaribe Peru 0 Iquitos-Coro...
## 149 Trans Maldivian Airways 0 Medhafushi W...
## 150 Oriental Air Bridge 0 Fukue Airpor...
## 151 St. Bernard Parish Government 0 New Orleans-...
## 152 private 3 Laguna del T...
## 153 TRACBEL 0 Igaratinga-S...
## 154 Iraqi AF 2 near Balad
## 155 Dos Mil Aerosistema SA 0 Mendoza-El P...
## 156 private 1 El Chico, Ch...
## 157 private 0 Parque Nacio...
## 158 Volga-Dnepr 0 Novosibirsk-...
## 159 private 0 Caño Amarill...
## 160 TruJet 0 Mysore Airpo...
## 161 British Antarctic Survey 0 North Bay Ai...
## 162 Voyageur Airways 0 North Bay Ai...
## 163 Air-Glaciers 0 Sion Airport...
## 164 Calm Air International 0 Naujaat Airp...
## 165 Royal Bahamas Defence Force 0 George Town-...
## 166 Air Sanga 0 Wobagen Airs...
## 167 Air Djibouti 0 Garowe Airpo...
## 168 Aviation Star S II LLC 0 Lufkin Angel...
## 169 Airco Aircraft Charters 0 Edmonton Int...
## 170 private <NA> Jesús María ...
## 171 private 1 near Zolota Slobo...
## 172 private 0 southern Belize
## 173 private 0 Leadville Ai...
## 174 private 1 Parque Nacio...
## 175 Talon Air 0 Farmingdale-...
## 176 Blue Wing Airlines 0 Kawemhaken-L...
## Var.7 pic cat
## 1 NA NA A1
## 2 NA NA A1
## 3 NA NA A1
## 4 NA NA A2
## 5 NA NA C1
## 6 NA NA C1
## 7 NA NA A2
## 8 NA NA A1
## 9 NA NA A1
## 10 NA NA A1
## 11 NA NA A2
## 12 NA NA A2
## 13 NA NA A1
## 14 NA NA A1
## 15 NA NA A2
## 16 NA NA A1
## 17 NA NA A1
## 18 NA NA A2
## 19 NA NA A2
## 20 NA NA I2
## 21 NA NA A2
## 22 NA NA A2
## 23 NA NA A1
## 24 NA NA A2
## 25 NA NA A2
## 26 NA NA A2
## 27 NA NA A1
## 28 NA NA O1
## 29 NA NA A2
## 30 NA NA A2
## 31 NA NA A2
## 32 NA NA A1
## 33 NA NA A1
## 34 NA NA A2
## 35 NA NA O2
## 36 NA NA A2
## 37 NA NA A2
## 38 NA NA A2
## 39 NA NA A2
## 40 NA NA A2
## 41 NA NA A1
## 42 NA NA O1
## 43 NA NA A2
## 44 NA NA A2
## 45 NA NA O1
## 46 NA NA O1
## 47 NA NA O1
## 48 NA NA O1
## 49 NA NA O1
## 50 NA NA O1
## 51 NA NA O1
## 52 NA NA A1
## 53 NA NA A2
## 54 NA NA A2
## 55 NA NA A2
## 56 NA NA A2
## 57 NA NA A1
## 58 NA NA A2
## 59 NA NA A1
## 60 NA NA A1
## 61 NA NA A1
## 62 NA NA A2
## 63 NA NA A1
## 64 NA NA A1
## 65 NA NA C1
## 66 NA NA A1
## 67 NA NA C1
## 68 NA NA A1
## 69 NA NA A2
## 70 NA NA A2
## 71 NA NA A2
## 72 NA NA C1
## 73 NA NA O2
## 74 NA NA A1
## 75 NA NA C1
## 76 NA NA A2
## 77 NA NA C1
## 78 NA NA C1
## 79 NA NA A2
## 80 NA NA A2
## 81 NA NA A2
## 82 NA NA A2
## 83 NA NA A1
## 84 NA NA C1
## 85 NA NA A1
## 86 NA NA C1
## 87 NA NA A2
## 88 NA NA A1
## 89 NA NA A2
## 90 NA NA A2
## 91 NA NA A2
## 92 NA NA C1
## 93 NA NA A2
## 94 NA NA C1
## 95 NA NA C1
## 96 NA NA C1
## 97 NA NA C1
## 98 NA NA A1
## 99 NA NA A2
## 100 NA NA A1
## 101 NA NA A1
## 102 NA NA A2
## 103 NA NA A1
## 104 NA NA C1
## 105 NA NA O1
## 106 NA NA A2
## 107 NA NA A2
## 108 NA NA C1
## 109 NA NA C1
## 110 NA NA O2
## 111 NA NA A1
## 112 NA NA A2
## 113 NA NA A1
## 114 NA NA A1
## 115 NA NA C1
## 116 NA NA C1
## 117 NA NA C1
## 118 NA NA C1
## 119 NA NA A1
## 120 NA NA A1
## 121 NA NA A2
## 122 NA NA A2
## 123 NA NA A1
## 124 NA NA A1
## 125 NA NA O1
## 126 NA NA A2
## 127 NA NA A1
## 128 NA NA A2
## 129 NA NA A2
## 130 NA NA A2
## 131 NA NA A1
## 132 NA NA C1
## 133 NA NA C1
## 134 NA NA A1
## 135 NA NA A1
## 136 NA NA A2
## 137 NA NA A1
## 138 NA NA A1
## 139 NA NA C1
## 140 NA NA C1
## 141 NA NA C1
## 142 NA NA A2
## 143 NA NA C1
## 144 NA NA C1
## 145 NA NA A1
## 146 NA NA A2
## 147 NA NA A2
## 148 NA NA A1
## 149 NA NA A2
## 150 NA NA A2
## 151 NA NA O2
## 152 NA NA A1
## 153 NA NA A1
## 154 NA NA A1
## 155 NA NA A2
## 156 NA NA A1
## 157 NA NA C1
## 158 NA NA A1
## 159 NA NA C1
## 160 NA NA A2
## 161 NA NA O2
## 162 NA NA O2
## 163 NA NA A2
## 164 NA NA A2
## 165 NA NA A2
## 166 NA NA A2
## 167 NA NA A2
## 168 NA NA A2
## 169 NA NA A2
## 170 NA NA A1
## 171 NA NA A1
## 172 NA NA C1
## 173 NA NA A2
## 174 NA NA A1
## 175 NA NA A1
## 176 NA NA A2Kemudian dari data frame yang sudah kita dapat baru kita buatkan visualisasi data dari Data Jaringan Keselamatan Penerbangan tahun 2020, dengan memanfaatkan library ggplot2.
ggplot(data, aes(date, fat.)) +
geom_col(fill = "olivedrab2") +
labs(
x = "Tanggal",
y = "Jumlah Kematian",
title = "Data Jaringan Keselamatan Penerbangan",
caption = "Sumber data: http://aviation-safety.net"
) +
theme_ipsum(
base_size = 13,
plot_title_size = 21,
grid = "Y",
ticks = TRUE
) +
theme(plot.title.position = "plot")## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family not
## found in Windows font database
## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family not
## found in Windows font database
## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family not
## found in Windows font database## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
D. Membaca Data Bagian 2
Bagaimana caranya kita mendapatkan data selama beberapa tahun? Maka kita perlu mengatur nilai tahun awal dan tahun akhir.
# pengaturan nilai awal
startyear <- 2018
endyear <- 2020
url_init <- "http://aviation-safety.net/database/dblist.php?Year="
dat <- data.frame(date = numeric(0), type = numeric(0), registration = numeric(0),
operator = numeric(0), fatalities = numeric(0),
location = numeric(0), category = numeric(0))
for (year in startyear:endyear){
# dapatkan url untuk tahun ini
url_year <- paste0(url_init, year)
# dapatkan halaman
pages <- url_year %>% html() %>%
html_nodes(xpath = '//*[@id="contentcolumnfull"]/div/div[2]') %>%
html_text() %>% strsplit(" ") %>% unlist() %>%
as.numeric() %>% max()
# ulangi melalui halaman
for (page in 1:pages){
url <- paste0(url_year,"&lang=&page=", page)
# mendapatkan data html dan ubah menjadi data.frame
incidents <- url %>% html() %>%
html_nodes(xpath = '//*[@id="contentcolumnfull"]/div/table') %>%
html_table() %>% data.frame()
# menggabungkan data
dat <- rbind(dat, incidents)
}
}## Warning: 'html' is deprecated.
## Use 'xml2::read_html' instead.
## See help("Deprecated")
## Warning: 'html' is deprecated.
## Use 'xml2::read_html' instead.
## See help("Deprecated")
## Warning: 'html' is deprecated.
## Use 'xml2::read_html' instead.
## See help("Deprecated")
## Warning: 'html' is deprecated.
## Use 'xml2::read_html' instead.
## See help("Deprecated")
## Warning: 'html' is deprecated.
## Use 'xml2::read_html' instead.
## See help("Deprecated")
## Warning: 'html' is deprecated.
## Use 'xml2::read_html' instead.
## See help("Deprecated")
## Warning: 'html' is deprecated.
## Use 'xml2::read_html' instead.
## See help("Deprecated")
## Warning: 'html' is deprecated.
## Use 'xml2::read_html' instead.
## See help("Deprecated")
## Warning: 'html' is deprecated.
## Use 'xml2::read_html' instead.
## See help("Deprecated")
## Warning: 'html' is deprecated.
## Use 'xml2::read_html' instead.
## See help("Deprecated")
## Warning: 'html' is deprecated.
## Use 'xml2::read_html' instead.
## See help("Deprecated")dat## date type registration
## 1 04-JAN-2018 Gulfstream G150 OE-GKA
## 2 05-JAN-2018 Boeing 737-8CT (WL) C-FDMB
## 3 05-JAN-2018 Boeing 737-8FH (WL) C-FPRP
## 4 06-JAN-2018 Antonov An-2TP YV1944
## 5 07-JAN-2018 Cessna 208B Grand Caravan 5Y-FDC
## 6 09-JAN-2018 Embraer EMB-110P1 Bandeirante C6-MIC
## 7 10-JAN-2018 Swearingen SA227-AT Merlin IVC N561UP
## 8 13-JAN-2018 Boeing 737-82R (WL) TC-CPF
## 9 15-JAN-2018 Airbus A319-111 5A-ONC
## 10 16-JAN-2018 BAe BAe-748-347 Srs. 2A S2-AAX
## 11 16-JAN-2018 Antonov An-2
## 12 17-JAN-2018 IPTN/CASA CN-235M-100 98-148
## 13 18-JAN-2018 Convair CV-580F XA-TRB
## 14 20-JAN-2018 Embraer EMB-120ER Brasilia 5Y-CEI
## 15 20-JAN-2018 Let L-410UVP UR-VTV
## 16 25-JAN-2018 Gulfstream G200 5N-BTF
## 17 25-JAN-2018 Airbus A320
## 18 29-JAN-2018 Shaanxi Y-8GX-3 30513
## 19 11-FEB-2018 Antonov An-148-100B RA-61704
## 20 16-FEB-2018 Fokker 100 EP-FQF
## 21 18-FEB-2018 ATR 72-212 EP-ATS
## 22 20-FEB-2018 MD-83 5N-SRI
## 23 21-FEB-2018 Cessna 208B Grand Caravan G-BZAH
## 24 23-FEB-2018 Beech B100 King Air C-GIAE
## 25 26-FEB-2018 Beech A100 King Air C-GJXF
## 26 28-FEB-2018 Airbus A320-214 ES-SAN
## 27 01-MAR-2018 Beech 200 Super King Air YV1909
## 28 04-MAR-2018 Boeing 737-322 (SF) 9S-ASG
## 29 06-MAR-2018 Antonov An-26 RF-92955/52
## 30 11-MAR-2018 Canadair Challenger 604 TC-TRB
## 31 12-MAR-2018 DHC-8-402Q Dash 8 S2-AGU
## 32 15-MAR-2018 Beech B200 Super King Air YV3284 ?
## 33 15-MAR-2018 Cessna 208 Caravan I VH-PGA
## 34 16-MAR-2018 Beech C99 N213AV
## 35 17-MAR-2018 Canadair CRJ-200ER C-FDJA
## 36 20-MAR-2018 DHC-6 Twin Otter 300 N716JP
## 37 25-MAR-2018 ATR 42-500 F-GPYF
## 38 26-MAR-2018 CASA C-212 Aviocar N217BH
## 39 26-MAR-2018 CASA C-212 Aviocar 200 N107BH
## 40 27-MAR-2018 Airbus A319-111 G-EZMK
## 41 28-MAR-2018 Boeing 737-76J (WL) D-ABLB
## 42 28-MAR-2018 Boeing 767-3Q8ER 4X-EAK
## 43 29-MAR-2018 Swearingen SA227-DC Metro 23 CP-2459
## 44 29-MAR-2018 ATR 72-212A (ATR 72-600) XA-UYY
## 45 29-MAR-2018 ATR 42-500 XA-UAV
## 46 29-MAR-2018 Beech 99 N31TN
## 47 30-MAR-2018 Cessna 650 Citation III N126MT
## 48 30-MAR-2018 Antonov An-12BK UR-KDM
## 49 31-MAR-2018 Cessna 208B Grand Caravan N9339B
## 50 02-APR-2018 Cessna 525C Citation CJ4 N511AC
## 51 04-APR-2018 Learjet 45XR N618CW
## 52 04-APR-2018 Learjet 40XR N626FX
## 53 04-APR-2018 Cessna 560XL Citation Excel N900WL
## 54 04-APR-2018 Learjet 60 N759SH
## 55 05-APR-2018 Antonov An-26 UP-AN607
## 56 09-APR-2018 Boeing 737-9B5 HL7725
## 57 09-APR-2018 Beech 200 Super King Air LN-NOA
## 58 11-APR-2018 Ilyushin Il-76TD 7T-WIV
## 59 11-APR-2018 Cessna 208B Grand Caravan N814GV
## 60 12-APR-2018 Cessna 208B Grand Caravan 5Y-SAV
## 61 13-APR-2018 Lockheed P-3C Orion
## 62 14-APR-2018 Antonov An-74-200 EK-74036
## 63 15-APR-2018 Airbus A321-213 B-6555
## 64 15-APR-2018 Cessna 525 CitationJet N525P
## 65 15-APR-2018 Cessna 550 Citation Bravo N4AT
## 66 15-APR-2018 Bombardier Challenger 605 C-FXWT
## 67 15-APR-2018 DHC-6 Twin Otter 100 C-FSCA
## 68 15-APR-2018 Saab 340B C-GTWK
## 69 16-APR-2018 Cessna 525 CitationJet CJ1 D-ISWA
## 70 17-APR-2018 Boeing 737-7H4 (WL) N772SW
## 71 17-APR-2018 DHC-8-402Q Dash 8 G-JECX
## 72 18-APR-2018 Airbus A330-302 N806NW
## 73 20-APR-2018 MD-83 N807WA
## 74 29-APR-2018 Boeing 737-8GP (WL) PK-LOO
## 75 29-APR-2018 Lockheed L-100-30 Hercules 111
## 76 29-APR-2018 Beech 1900C N172GA
## 77 30-APR-2018 Boeing 737-8AS (WL) EI-GDZ
## 78 01-MAY-2018 Bombardier CRJ-900LR (CL-600-2D24) N606LR
## 79 01-MAY-2018 Boeing 767-332ER (WL) N172DN
## 80 02-MAY-2018 Lockheed WC-130H Hercules 65-0968
## 81 02-MAY-2018 Beech C99 PNC0203
## 82 03-MAY-2018 Dassault Falcon 900EX ZS-DEX
## 83 04-MAY-2018 Cessna 525C Citation CJ4 EC-MOQ
## 84 05-MAY-2018 Embraer KC-390 PT-ZNF
## 85 07-MAY-2018 Boeing 737-8H4 (WL) N8655D
## 86 12-MAY-2018 Lockheed L-100-30 Hercules N403LC
## 87 12-MAY-2018 Boeing 737-8BK (WL) P2-PXE
## 88 13-MAY-2018 Airbus A321-231 TC-JMM
## 89 13-MAY-2018 Airbus A330-323 HL7792
## 90 13-MAY-2018 Cessna 208B Grand Caravan G-KNYS
## 91 15-MAY-2018 Cessna 208B Grand Caravan
## 92 16-MAY-2018 Cessna 208B Grand Caravan 9N-AJU
## 93 18-MAY-2018 Boeing 737-201 XA-UHZ
## 94 20-MAY-2018 Gulfstream G200 Galaxy B-8129
## 95 21-MAY-2018 Airbus A330-243 TC-OCH
## 96 22-MAY-2018 Cessna 208B Grand Caravan PT-FLW
## 97 22-MAY-2018 Gulfstream G200 Galaxy N813WM
## 98 23-MAY-2018 Beech 200 Super King Air N905GP
## 99 23-MAY-2018 Beech 200 Super King Air N800HA
## 100 24-MAY-2018 Swearingen SA227-AC Metro III XA-UPP
## 101 30-MAY-2018 Cessna 208B Grand Caravan 5X-MRH
## 102 30-MAY-2018 Cessna 208B Grand Caravan 5Y-ETY
## 103 03-JUN-2018 Lockheed C-130H Hercules 7T-WHT
## 104 05-JUN-2018 Cessna 208B Grand Caravan 5Y-CAC
## 105 06-JUN-2018 Cessna 525A CitationJet CJ2+ D-IULI
## 106 06-JUN-2018 Antonov An-2R YR-DAX
## 107 09-JUN-2018 DHC-6 Twin Otter 300 9N-AEV
## 108 11-JUN-2018 Airbus A340-313 D-AIFA
## 109 11-JUN-2018 BN-2B-26 Islander VP-FBM
## 110 14-JUN-2018 DHC-8-202Q Dash 8 P2-ANX
## 111 14-JUN-2018 MD-83 UR-CPR
## 112 18-JUN-2018 Cessna 208B Grand Caravan PK-FSL
## 113 21-JUN-2018 Embraer ERJ 170LR (ERJ-170-100 LR) N876RW
## 114 22-JUN-2018 DHC-6 Twin Otter 300 PK-HVU
## 115 24-JUN-2018 Let L-410UVP 3X-AAJ
## 116 25-JUN-2018 DHC-6 Twin Otter 300 PK-YRU
## 117 26-JUN-2018 Boeing 777-2B5ER HL7764
## 118 26-JUN-2018 Airbus A330-323 HL8286
## 119 26-JUN-2018 Learjet 60 N57
## 120 26-JUN-2018 Ilyushin Il-76
## 121 27-JUN-2018 Antonov An-2R RA-62524
## 122 30-JUN-2018 BN-2A-26 Islander V3-HFB
## 123 04-JUL-2018 Cessna 208B Grand Caravan N208EE
## 124 05-JUL-2018 Cessna 208B Grand Caravan 5Y-BUC
## 125 05-JUL-2018 Dornier 228-202 VH-VJN
## 126 06-JUL-2018 ATR 72-212A (ATR 72-600) CS-DJG
## 127 09-JUL-2018 DHC-3T Texas Turbine Otter C-GBQC
## 128 09-JUL-2018 ATR 72-600 (72-212A) CN-COH
## 129 10-JUL-2018 Convair CV-340 ZS-BRV
## 130 10-JUL-2018 DHC-3T Vazar Turbine Otter N3952B
## 131 11-JUL-2018 Douglas DC-3C HK-3293
## 132 16-JUL-2018 Curtiss C-46F N1822M
## 133 16-JUL-2018 Boeing 737-8F2 (WL) LV-HQY
## 134 20-JUL-2018 Antonov An-26B UP-AN611
## 135 21-JUL-2018 Douglas C-47B (DC-3) N47HL
## 136 22-JUL-2018 Cessna 750 Citation X N752TX
## 137 23-JUL-2018 Cessna 560 Citation Encore N866VP
## 138 27-JUL-2018 Antonov An-2R 9S-GFS
## 139 27-JUL-2018 Boeing 767-38EER N641GT
## 140 28-JUL-2018 ATR 72-212A (ATR 72-500) YJ-AV71
## 141 28-JUL-2018 BN-2A-8 Islander YJ-OO9
## 142 28-JUL-2018 BN-2A-27 Islander YJ-AL2
## 143 30-JUL-2018 Antonov An-2R RA-40649
## 144 31-JUL-2018 Embraer ERJ 190AR XA-GAL
## 145 01-AUG-2018 Beech B300 King Air 350 N557AP
## 146 04-AUG-2018 Junkers Ju-52/3mg4e HB-HOT
## 147 07-AUG-2018 Cessna 208B Grand Caravan VT-UDN
## 148 07-AUG-2018 Dassault Falcon 20D N961AA
## 149 09-AUG-2018 Boeing 787-8 CN-RGT
## 150 09-AUG-2018 Boeing 777-3F2ER TC-JJZ
## 151 10-AUG-2018 DHC-8-402Q Dash 8 N449QX
## 152 13-AUG-2018 Cessna 525 CitationJet N526CP
## 153 13-AUG-2018 Airbus A321-271N N204HA
## 154 15-AUG-2018 Boeing 777-367ER B-KPY
## 155 16-AUG-2018 Boeing 737-85C (WL) B-5498
## 156 19-AUG-2018 Antonov An-2T D-FOJB
## 157 19-AUG-2018 DHC-8-402Q Dash 8 N404AV
## 158 22-AUG-2018 ATR 72-212A (ATR 72-600) B-16852
## 159 25-AUG-2018 Grumman HU-16C Albatross N1955G
## 160 26-AUG-2018 Cessna 208B Grand Caravan 5Y-BOP
## 161 26-AUG-2018 Boeing 767-333ER (WL) C-FMWV
## 162 26-AUG-2018 Harbin Y12E HK-5036
## 163 28-AUG-2018 Airbus A320-214 B-6952
## 164 28-AUG-2018 Antonov An-2R LZ-1409
## 165 30-AUG-2018 DHC-6 Twin Otter 300 ET-AIU/808
## 166 01-SEP-2018 Boeing 737-8AS (WL) VQ-BJI
## 167 03-SEP-2018 Beech B200 Super King Air N97WC
## 168 06-SEP-2018 Beech A100 King Air PT-LJN
## 169 09-SEP-2018 Let L-410UVP UR-TWO
## 170 15-SEP-2018 Canadair CL-415 C-FOFI
## 171 16-SEP-2018 Boeing 747-428FER TC-ACM
## 172 17-SEP-2018 Ilyushin Il-20M RF-93610
## 173 18-SEP-2018 BAe-125-700A N109BG
## 174 18-SEP-2018 Antonov An-2R YU-BRK
## 175 20-SEP-2018 Embraer EMB-120ER Brasilia N223SW
## 176 24-SEP-2018 Airbus A340-313 RP-C3435
## 177 24-SEP-2018 Honda HA-420 HondaJet PR-TLZ
## 178 25-SEP-2018 Beech 200 Super King Air N241CK
## 179 26-SEP-2018 Boeing 737-8Q8 (WL) S2-AJA
## 180 27-SEP-2018 Dassault Falcon 50 N114TD
## 181 27-SEP-2018 Cessna 208B Supervan 900 VH-FAY
## 182 28-SEP-2018 Boeing 737-8BK (WL) P2-PXE
## 183 28-SEP-2018 Airbus A320-232 PT-MZJ
## 184 01-OCT-2018 Antonov An-2T YV1719
## 185 03-OCT-2018 Antonov An-32
## 186 03-OCT-2018 Antonov An-26 7706 ?
## 187 03-OCT-2018 Beech 1900C N575Q
## 188 10-OCT-2018 Sukhoi Superjet 100-95B RA-89011
## 189 10-OCT-2018 Cessna 208B Grand Caravan EX PK-JBR
## 190 12-OCT-2018 Boeing 737-8HG (WL) VT-AYD
## 191 12-OCT-2018 ATR 72-202 5N-BPE
## 192 29-OCT-2018 Boeing 737 MAX 8 PK-LQP
## 193 31-OCT-2018 Airbus A330-203 F-GZCI
## 194 31-OCT-2018 Airbus A330-323 N817NW
## 195 07-NOV-2018 Boeing 747-412F N908AR
## 196 08-NOV-2018 Antonov An-2R RA-84674
## 197 09-NOV-2018 Boeing 757-23N N524AT
## 198 09-NOV-2018 Lockheed C-130E Hercules 4180
## 199 11-NOV-2018 Embraer ERJ-190LR (ERJ-190-100 LR) P4-KCJ
## 200 15-NOV-2018 DHC-8-315Q Dash 8 C-FPAE
## 201 16-NOV-2018 BAe 3212 Jetstream 32 HK-4394
## 202 21-NOV-2018 Swearingen SA227-AC Metro III C-FYAG
## 203 22-NOV-2018 Boeing 737-53C OB-2041-P
## 204 23-NOV-2018 BAe-125-700A N422X
## 205 24-NOV-2018 ATR 72-212A (ATR 72-500) AP-BKW
## 206 26-NOV-2018 Cessna 525 Citation M2 PP-OEG
## 207 30-NOV-2018 Cessna 525A CitationJet CJ2+ N525EG
## 208 30-NOV-2018 Cessna 550 Citation II N941JM
## 209 04-DEC-2018 Airbus A320-214 SX-EMY
## 210 06-DEC-2018 Lockheed Martin KC-130J 167981
## 211 08-DEC-2018 BN-2A-20 Islander VH-OBL
## 212 08-DEC-2018 Beech 200 Super King Air
## 213 08-DEC-2018 Beech 200 Super King Air VH-ODI
## 214 10-DEC-2018 Airbus A300B4-203(F) XA-MRC
## 215 11-DEC-2018 Boeing 777-333ER C-FITW
## 216 15-DEC-2018 Learjet 35A N55FN
## 217 18-DEC-2018 Dornier 228-201 S9-AUN
## 218 18-DEC-2018 Boeing 787-9 ET-AUP
## 219 20-DEC-2018 Cessna 560 Citation V N188CW
## 220 20-DEC-2018 Antonov An-26B 9S-AGB
## 221 22-DEC-2018 PZL-Mielec M28 Skytruck GNB-96107
## 222 24-DEC-2018 Antonov An-26B 9T-TAB
## 223 31-DEC-2018 Boeing 757-2B7 (WL) N938UW
## 224 07-JAN-2019 Saab 340B YL-RAF
## 225 12-JAN-2019 Canadair Challenger 601 N813WT
## 226 14-JAN-2019 Boeing 707-3J9C EP-CPP
## 227 16-JAN-2019 Cessna 208B Grand Caravan 8R-YAC
## 228 21-JAN-2019 AMI DC-3-65TP N467KS
## 229 21-JAN-2019 Boeing 737-330 (QC) 9S-AHJ
## 230 22-JAN-2019 Boeing 737-8LJ (WL) VP-BRR
## 231 23-JAN-2019 DHC-8-102 Dash 8 C-GTCO
## 232 26-JAN-2019 Airbus A321-231 TC-OEB
## 233 28-JAN-2019 ATR 72-212A (ATR 72-500) EC-LYJ
## 234 28-JAN-2019 Boeing 727-2B6F Adv. N720CK
## 235 29-JAN-2019 Beech B200 King Air N13LY
## 236 30-JAN-2019 Beech 200 Super King Air C-GTUC
## 237 04-FEB-2019 Boeing 737-332 ST-TAL
## 238 08-FEB-2019 Convair C-131B Samaritan N145GT
## 239 08-FEB-2019 Airbus A321-251N SE-RKA
## 240 09-FEB-2019 Embraer ERJ 190AR (ERJ-190-100 IGW) 5Y-KYR
## 241 09-FEB-2019 Embraer ERJ 190AR (ERJ-190-100 IGW) 5Y-FFF
## 242 09-FEB-2019 Cessna 208 Caravan I PR-RTA
## 243 11-FEB-2019 Raytheon Beechjet 400A N750TA
## 244 13-FEB-2019 Boeing 747-406M PH-BFV
## 245 13-FEB-2019 Boeing 787-9 PH-BHA
## 246 23-FEB-2019 Boeing 767-375ER (BCF) (WL) N1217A
## 247 24-FEB-2019 Boeing 737-8E9 (WL) S2-AHV
## 248 25-FEB-2019 EO-5C (DHC-7-102) N89068
## 249 26-FEB-2019 Gulfstream G200 Galaxy 4K-AZ88
## 250 01-MAR-2019 Airbus A320-214 OE-LOA
## 251 03-MAR-2019 Beech 1900D 7T-VIO
## 252 03-MAR-2019 Honda HA-420 HondaJet N105HJ
## 253 03-MAR-2019 Airbus A320-214 (WL) PR-OCW
## 254 04-MAR-2019 Embraer EMB-145XR N14171
## 255 04-MAR-2019 Cessna 208B Grand Caravan C-FAFV
## 256 07-MAR-2019 Learjet 35A LV-BNR
## 257 09-MAR-2019 Douglas DC-3 HK-2494
## 258 09-MAR-2019 Gulfstream G-IV N505GF
## 259 10-MAR-2019 Boeing 737 MAX 8 ET-AVJ
## 260 10-MAR-2019 Hawker Siddeley HS-125-600A fake reg.
## 261 10-MAR-2019 Bombardier CRJ-702ER N530EA
## 262 10-MAR-2019 Bombardier CRJ-900LR N569NN
## 263 11-MAR-2019 CC-138 Twin Otter (DHC-6) 13803
## 264 12-MAR-2019 Beech A100 King Air N945WS
## 265 14-MAR-2019 Cessna 650 Citation III N220CM
## 266 18-MAR-2019 Bombardier Challenger 300 9M-TST
## 267 18-MAR-2019 IAI 1124 Westwind N4MH
## 268 19-MAR-2019 Fokker 100 EP-IDG
## 269 22-MAR-2019 Rockwell Sabreliner 60 N990PA
## 270 23-MAR-2019 Beech B200 Super King Air A2-MBM
## 271 23-MAR-2019 Airbus A320-232 HA-LPL
## 272 27-MAR-2019 Antonov An-2 CU-A1825
## 273 27-MAR-2019 Boeing 737-7H4 (WL) N249WN
## 274 03-APR-2019 Airbus A320-214 G-EZWC
## 275 04-APR-2019 DHC-8-402Q Dash 8 OE-LGM
## 276 04-APR-2019 MD-88 N977DL
## 277 08-APR-2019 BAe 4100 Jetstream 41 HI1038
## 278 10-APR-2019 Airbus A321-231 (WL) N114NN
## 279 13-APR-2019 Rockwell Sabreliner 65 N265DS
## 280 14-APR-2019 Let L-410UVP-E20 9N-AMH
## 281 16-APR-2019 BN-2B-27 Islander CC-CYR
## 282 16-APR-2019 Bombardier Global 5000 14+01
## 283 22-APR-2019 Antonov An-26 EY-322
## 284 23-APR-2019 Cessna 208 Caravan I N366TA
## 285 24-APR-2019 Cessna 551 Citation II/SP D-IADV
## 286 24-APR-2019 Beech B200 Super King Air C-FRMV
## 287 30-APR-2019 Boeing 737-73S (WL) EI-SEV
## 288 30-APR-2019 Boeing 737-33A (WL) G-GDFB
## 289 03-MAY-2019 Boeing 737-81Q (WL) N732MA
## 290 03-MAY-2019 Douglas C-47A (DC-3) C-GJKM
## 291 04-MAY-2019 Learjet 45 C-GMCP
## 292 04-MAY-2019 Antonov An-2R RA-01443
## 293 05-MAY-2019 Sukhoi Superjet 100-95B RA-89098
## 294 05-MAY-2019 Canadair Challenger 601-3A N601VH
## 295 07-MAY-2019 DHC-6 Twin Otter 300 C-GNDO
## 296 08-MAY-2019 DHC-8-402Q Dash 8 S2-AGQ
## 297 08-MAY-2019 Antonov An-2R YV2354
## 298 10-MAY-2019 DHC-8-311 Dash 8 C-FJXZ
## 299 11-MAY-2019 Cessna 208B Grand Caravan C-FCPM
## 300 13-MAY-2019 DHC-3T Vazar Turbine Otter N959PA
## 301 18-MAY-2019 Gulfstream American G-1159 Gulfstre unreg.
## 302 22-MAY-2019 Antonov An-2R RA-68161
## 303 22-MAY-2019 Cessna S550 Citation S/II N311G
## 304 24-MAY-2019 Cessna 560 Citation Encore N832R
## 305 29-MAY-2019 Antonov An-124-100 5A-DKN
## 306 03-JUN-2019 Antonov An-32 K2752
## 307 07-JUN-2019 Antonov An-2T UR-KAU
## 308 09-JUN-2019 Antonov An-2R RA-81519
## 309 09-JUN-2019 Boeing 737-924ER (WL) N75436
## 310 11-JUN-2019 CASA C-212 Aviocar 200 N603AR
## 311 13-JUN-2019 Beech B200 Super King Air
## 312 15-JUN-2019 Boeing 757-224 (WL) N26123
## 313 17-JUN-2019 Cessna 680 Citation Sovereign LV-CIQ
## 314 17-JUN-2019 Boeing 737-8H4 (WL) N8608N
## 315 20-JUN-2019 Antonov An-2R UP-A0116
## 316 21-JUN-2019 Basler Turbo 67 (DC-3T) C-FKGL
## 317 23-JUN-2019 Antonov An-2R UR-43983
## 318 24-JUN-2019 Hawker Siddeley HS-125-400
## 319 26-JUN-2019 Rockwell Sabreliner 65 N65HH
## 320 27-JUN-2019 Antonov An-24RV RA-47366
## 321 27-JUN-2019 BAe 3212 Jetstream 31 YV2536
## 322 28-JUN-2019 Saab 340A C6-VIP
## 323 29-JUN-2019 Cessna 208B Grand Caravan N80JF
## 324 30-JUN-2019 Beech B300 King Air 350i N534FF
## 325 30-JUN-2019 Antonov An-2T RF-00105
## 326 30-JUN-2019 Dassault Falcon 900B N908CA
## 327 01-JUL-2019 Boeing 737-85R VT-SYK
## 328 08-JUL-2019 Airbus A320-214 5A-ONA
## 329 08-JUL-2019 Cessna 208B Grand Caravan N9448B
## 330 08-JUL-2019 Canadair CL-415 C-FAWQ
## 331 09-JUL-2019 Airbus A320-214 (WL) OE-IVQ
## 332 09-JUL-2019 Boeing 737-8K2 (WL) PH-BXH
## 333 09-JUL-2019 Antonov An-2 unreg.
## 334 12-JUL-2019 Cessna 525 CitationJet N262BK
## 335 13-JUL-2019 Beech B200 Super King Air
## 336 16-JUL-2019 Antonov An-2 RA-3098K
## 337 17-JUL-2019 Cessna 550 Citation II N320JT
## 338 19-JUL-2019 DHC-8-402Q Dash 8 C-FKWE
## 339 20-JUL-2019 ATR 42-500 AP-BHP
## 340 23-JUL-2019 Boeing 737-36N (WL) 5N-BQO
## 341 25-JUL-2019 Ilyushin Il-76TD UR-CRP
## 342 25-JUL-2019 Ilyushin Il-76TD UR-CMC
## 343 26-JUL-2019 Cessna 208 Caravan 675 C-GURL
## 344 27-JUL-2019 Swearingen SA227-AC Metro III N681TR
## 345 30-JUL-2019 Beech B300 King Air 350i 766
## 346 30-JUL-2019 Antonov An-72P 032
## 347 30-JUL-2019 Airbus A319-114 D-AILR
## 348 30-JUL-2019 Avro RJ85 VH-NJW
## 349 31-JUL-2019 Bombardier CRJ-900ER N947LR
## 350 01-AUG-2019 Douglas C-118A Liftmaster (DC-6A) N451CE
## 351 02-AUG-2019 Airbus A340-313 HB-JMF
## 352 02-AUG-2019 Boeing 787-8 C-GHPU
## 353 02-AUG-2019 Shijiazhuang Y-5B(D) B-50OC
## 354 04-AUG-2019 Antonov An-2 RT-15-305
## 355 06-AUG-2019 Cessna 560XLS+ Citation XLS+ D-CAWM
## 356 06-AUG-2019 Ilyushin Il-76TD UR-COZ
## 357 06-AUG-2019 Cessna 208B Grand Caravan 5H-NOW
## 358 06-AUG-2019 Cessna 208B Supervan 900 C-FSKF
## 359 06-AUG-2019 Cessna 510 Citation Mustang CC-ANR
## 360 06-AUG-2019 Boeing 737-924ER (WL) N37437
## 361 06-AUG-2019 Airbus A320-232 N432UA
## 362 07-AUG-2019 HS-125/BAe-125
## 363 07-AUG-2019 BAe 3201 Jetstream 32 HK-4540
## 364 08-AUG-2019 Airbus A321-211 (WL) N717FR
## 365 10-AUG-2019 Canadair Challenger 601 N602TS
## 366 12-AUG-2019 Boeing 787-9 G-CKWB
## 367 14-AUG-2019 Beech Super King Air XB-...
## 368 14-AUG-2019 DHC-6 Twin Otter 200 T-82
## 369 15-AUG-2019 Airbus A321-211 VQ-BOZ
## 370 15-AUG-2019 Cessna 680A Citation Latitude N8JR
## 371 15-AUG-2019 DHC-6 Twin Otter 300 N322AV
## 372 16-AUG-2019 DHC-8-200 5Y-SLM
## 373 18-AUG-2019 Boeing 757-251 (WL) N543US
## 374 18-AUG-2019 Cessna 208B Grand Caravan EX N879MA
## 375 21-AUG-2019 Cessna 560XL Citation Excel N91GY
## 376 21-AUG-2019 Cessna 208B Cargomaster C-FEXE
## 377 22-AUG-2019 Airbus A380-861 A6-EOP
## 378 23-AUG-2019 Antonov An-2T OK-TIR
## 379 25-AUG-2019 Lockheed C-130A Hercules N119TG
## 380 27-AUG-2019 Cessna 560XL Citation Excel VT-AVV
## 381 27-AUG-2019 Airbus A330-343 B-5958
## 382 28-AUG-2019 Antonov An-2R RA-40389
## 383 28-AUG-2019 Cessna 525 CitationJet CJ1+ D-ICEY
## 384 30-AUG-2019 Antonov An-2R RA-33061
## 385 31-AUG-2019 Cessna 510 Citation Mustang N551WH
## 386 01-SEP-2019 Beech B300 King Air 350 RP-C2296
## 387 01-SEP-2019 Airbus A330-202 5A-LAU
## 388 02-SEP-2019 BAe-125-700A XB-PTW
## 389 05-SEP-2019 Cessna 560XLS+ Citation XLS+ OE-GES
## 390 07-SEP-2019 ATR 72-212A (ATR 72-600) HK-5041
## 391 11-SEP-2019 Convair CV-440 N24DR
## 392 11-SEP-2019 Cessna 208 Caravan I D-FIDI
## 393 11-SEP-2019 BAe-125-700A XB-SMV
## 394 16-SEP-2019 Cessna 208B Grand Caravan PT-MHC
## 395 18-SEP-2019 Viking Air DHC-6-400 Twin Otter PK-CDC
## 396 20-SEP-2019 Cessna 208B Grand Caravan N895SF
## 397 23-SEP-2019 Cessna 208B Grand Caravan EX 5H-AAM
## 398 23-SEP-2019 BN-2A-27 Islander VP-MNI
## 399 24-SEP-2019 Cessna 208 Caravan 1917
## 400 24-SEP-2019 Cessna 208B Grand Caravan YVO134
## 401 30-SEP-2019 Gulfstream American G-1159 Gulfstre XB-PVO
## 402 30-SEP-2019 Antonov An-12BK UR-CKL
## 403 02-OCT-2019 Boeing B-17G Flying Fortress N93012
## 404 04-OCT-2019 Antonov An-12BK UR-CAH
## 405 07-OCT-2019 Honda HA-420 HondaJet N166HJ
## 406 07-OCT-2019 Hawker 800XP N86MN
## 407 10-OCT-2019 Antonov An-72 EK-72903
## 408 11-OCT-2019 Fokker 50 5Y-IZO
## 409 11-OCT-2019 DHC-6 Twin Otter 100 N166DH
## 410 17-OCT-2019 Saab 2000 N686PA
## 411 18-OCT-2019 Douglas DC-3C N437GB
## 412 18-OCT-2019 Airbus CC-150 Polaris (A310-300) 15001
## 413 22-OCT-2019 Basler Turbo 67 (DC-3T) FAS116
## 414 22-OCT-2019 Canadair CRJ-200LR N8837B
## 415 25-OCT-2019 Beech 200 Super King Air
## 416 25-OCT-2019 Rockwell Sabreliner 65 N465BC
## 417 26-OCT-2019 DHC-3T/M601 Turbine Otter C-GBTU
## 418 27-OCT-2019 Let L-410UVP YI-BYO
## 419 27-OCT-2019 Gulfstream American G-1159 Gulfstre (N530GA)
## 420 05-NOV-2019 Learjet 35A XA-VBD
## 421 11-NOV-2019 Embraer EMB-145LR (ERJ-145LR) N619AE
## 422 11-NOV-2019 BAe-125-700A (N237DX)
## 423 11-NOV-2019 DHC-8-315Q MPA VH-ZZE
## 424 14-NOV-2019 Cessna 550 Citation II PT-LTJ
## 425 15-NOV-2019 Cessna 525B CitationJet CJ3 N973CG
## 426 15-NOV-2019 Cessna 560 Citation Encore N777HW
## 427 16-NOV-2019 Boeing 777-3B5ER HL7204
## 428 16-NOV-2019 Airbus A330-243 V5-ANO
## 429 21-NOV-2019 Gulfstream G150 TC-AEH
## 430 21-NOV-2019 Boeing 737-8F2 (WL) TC-JGZ
## 431 22-NOV-2019 Boeing 737-401 YV3012
## 432 23-NOV-2019 Beech B200 King Air (XB-PYB)
## 433 24-NOV-2019 Dornier 228-201 9S-GNH
## 434 26-NOV-2019 Cessna 208 Grand Caravan
## 435 01-DEC-2019 Beech B99 C6-FER
## 436 01-DEC-2019 BAe-125-700A N949CL
## 437 02-DEC-2019 BAe-125-700A false reg.
## 438 03-DEC-2019 Basler Turbo 67 (DC-3T) C-FKAL
## 439 03-DEC-2019 BAe-125-800A N469RJ
## 440 04-DEC-2019 Beech 200 Super King Air
## 441 06-DEC-2019 BAe-125-800A (N293WB)
## 442 09-DEC-2019 Cessna 208B Super Cargomaster N4602B
## 443 09-DEC-2019 Lockheed C-130H Hercules 990
## 444 10-DEC-2019 DHC-8-402Q Dash 8 ET-AQC ?
## 445 15-DEC-2019 Grumman American G-1159 Gulfstream (XB-BZH)
## 446 16-DEC-2019 Beech 200 Super King Air
## 447 17-DEC-2019 Beech B300 King Air 350 N160RW
## 448 18-DEC-2019 Beech 200 Super King Air
## 449 18-DEC-2019 Cessna 525A CitationJet CJ2 C-GOJG
## 450 18-DEC-2019 Beech 200 Super King Air N72MM
## 451 19-DEC-2019 Beech A100 King Air YV1104
## 452 22-DEC-2019 Boeing 737-824 (WL) N87513
## 453 24-DEC-2019 Cessna 208B Grand Caravan XA-TWN
## 454 27-DEC-2019 Fokker 100 UP-F1007
## 455 27-DEC-2019 Cirrus SF50 Vision Jet N52CV
## 456 28-DEC-2019 Let L-410UVP-E 9S-GDX
## 457 29-DEC-2019 Cessna 560XL Citation XLS LV-FQD
## 458 02-JAN-2020 Antonov An-12A -
## 459 03-JAN-2020 Harbin Yunshuji Y-12 II SCL-857
## 460 03-JAN-2020 Hawker 900XP N805D
## 461 04-JAN-2020 Beech B200 King Air N200HF
## 462 05-JAN-2020 Beech B300 King Air 350
## 463 08-JAN-2020 Boeing 737-8KV (WL) UR-PSR
## 464 08-JAN-2020 Boeing 737-823 (WL) N929NN
## 465 09-JAN-2020 Lockheed C-130BZ Hercules 403
## 466 10-JAN-2020 Airbus A321-231 (WL) VQ-BRS
## 467 16-JAN-2020 Beech B200 King Air N547LM
## 468 19-JAN-2020 Swearingen SA227-AC Metro III C-GWVH
## 469 20-JAN-2020 DHC-8-314 C-GXAI
## 470 23-JAN-2020 Lockheed EC-130Q Hercules N134CG
## 471 23-JAN-2020 Cessna S550 Citation S/II ZS-CAR
## 472 24-JAN-2020 Gulfstream G150 N373ML
## 473 27-JAN-2020 MD-83 EP-CPZ
## 474 27-JAN-2020 Bombardier E-11A (Global Express) 11-9358
## 475 31-JAN-2020 Bombardier DHC-8-402Q Dash 8 C-FKWE
## 476 01-FEB-2020 Boeing 747-412F (SCD) TC-MCT
## 477 03-FEB-2020 Boeing 767-375ER C-GHOZ
## 478 03-FEB-2020 Boeing 747-412BCF N703CK
## 479 04-FEB-2020 Cessna 208B Grand Caravan N454SF
## 480 05-FEB-2020 Boeing 737-86J (WL) TC-IZK
## 481 06-FEB-2020 Cessna 208B Grand Caravan N24MG
## 482 07-FEB-2020 Boeing 757-256 (WL) TF-FIA
## 483 07-FEB-2020 Cessna 208B Super Cargomaster N988FX
## 484 08-FEB-2020 Cessna 501 Citation I/SP N501RG
## 485 08-FEB-2020 Beech 200 Super King Air CC-COT
## 486 09-FEB-2020 Boeing 737-524 (WL) VQ-BPS
## 487 12-FEB-2020 Cessna 560 Citation Encore N654CE
## 488 14-FEB-2020 Cessna 208 Caravan I P2-MAI
## 489 20-FEB-2020 Antonov An-2T RA-40642
## 490 20-FEB-2020 Beech B200 King Air N860J
## 491 20-FEB-2020 Cessna 510 Citation Mustang N163TC
## 492 21-FEB-2020 DHC-3T Vazar Turbine Otter C-FIUZ
## 493 23-FEB-2020 Bombardier Challenger 605 C-GKCP
## 494 24-FEB-2020 Swearingen SA227-DC Metro 23 C-GJVB
## 495 24-FEB-2020 DHC-6 Twin Otter 300 8Q-MBC
## 496 25-FEB-2020 Learjet 55 N135LR
## 497 25-FEB-2020 Boeing 737-301 (BDSF) PK-YSG
## 498 26-FEB-2020 Antonov An-2P UP-A0001
## 499 27-FEB-2020 Dassault Falcon 50 N951DJ
## 500 28-FEB-2020 Airbus A300B4-203(F) UP-A3003
## 501 29-FEB-2020 Learjet 35A N721EC
## 502 03-MAR-2020 Cessna S550 Citation S/II N45NC
## 503 03-MAR-2020 Dassault Falcon 2000 N519JD
## 504 03-MAR-2020 Cessna 525C CitationJet CJ4 N989CJ
## 505 03-MAR-2020 Bombardier Challenger 300 N819RS
## 506 03-MAR-2020 Beech 200 Super King Air N186EB
## 507 03-MAR-2020 Beech 200 Super King Air N2PY
## 508 03-MAR-2020 Learjet 55 N890AC
## 509 05-MAR-2020 Cessna 208B Super Cargomaster N706FX
## 510 06-MAR-2020 DHC-6 Vistaliner 300 N72GC
## 511 08-MAR-2020 Boeing 767-3Q8ER N477AX
## 512 09-MAR-2020 Gulfstream G-IVSP M-YWAY
## 513 09-MAR-2020 Airbus A330-343 HS-TEU
## 514 12-MAR-2020 Beech 200 Super King Air HK-5075
## 515 12-MAR-2020 DHC-3T Vazar Turbine Otter C-GTMW
## 516 13-MAR-2020 Cessna 525 CitationJet YV3452
## 517 14-MAR-2020 Raytheon Hawker 800XP N100AG
## 518 17-MAR-2020 Cessna 208B Super Cargomaster N274PM
## 519 19-MAR-2020 Cessna 208 Caravan I P2-MAF
## 520 22-MAR-2020 Hawker Siddeley HS-125-F400B (XB-PNK)
## 521 29-MAR-2020 IAI 1124A Westwind II RP-C5880
## 522 05-APR-2020 Antonov An-26 UP-AN601
## 523 19-APR-2020 BAe-125-700A N700NW
## 524 20-APR-2020 BAe-125-800A N375TC
## 525 23-APR-2020 Lockheed C-130J-30 Super Hercules 11-5736
## 526 24-APR-2020 IAI 1125 Astra SP YV3427
## 527 28-APR-2020 Beech A100 King Air C-FCBZ
## 528 02-MAY-2020 Beech B200 Super King Air C-GSAE
## 529 04-MAY-2020 Embraer EMB-120RT Brasilia 5Y-AXO
## 530 04-MAY-2020 Learjet 25D LV-WOC
## 531 05-MAY-2020 Learjet 35A LV-BXU
## 532 07-MAY-2020 Hawker Siddeley HS-125 XB-RBF
## 533 08-MAY-2020 Beech 1900C N31704
## 534 09-MAY-2020 Learjet 60XR 5A-UAE
## 535 09-MAY-2020 Ilyushin Il-78 no reg.
## 536 16-MAY-2020 Let L-410MA RA-67066
## 537 19-MAY-2020 Boeing 737-8Q8 (WL) N820TJ
## 538 20-MAY-2020 Cessna 501 Citation I/SP N501KM
## 539 21-MAY-2020 Embraer C-95BM Bandeirante (EMB-110 FAB2347
## 540 22-MAY-2020 Airbus A320-214 AP-BLD
## 541 26-MAY-2020 Beech 200 Super King Air
## 542 28-MAY-2020 BAe-125-700A N720PT
## 543 30-MAY-2020 Beech 200 Super King Air
## 544 30-MAY-2020 DHC-6 Twin Otter 100 N52FW
## 545 08-JUN-2020 Lockheed C-130H3 Hercules 94-6706
## 546 13-JUN-2020 Beech 300 Super King Air 350 N858UP
## 547 14-JUN-2020 Airbus A320-271N VP-BWC
## 548 14-JUN-2020 Airbus A320-232 VP-BDL
## 549 15-JUN-2020 Grumman G-1159 Gulfstream II N27SL
## 550 16-JUN-2020 DHC-8-402Q Dash 8 G-JECK
## 551 19-JUN-2020 Gulfstream American G-1159A Gulfstr N516TR
## 552 02-JUL-2020 Grumman G-1159 Gulfstream II SP XB-NRX
## 553 05-JUL-2020 BAe-125-700A XB-RCM
## 554 07-JUL-2020 Hawker 800XP N339AV
## 555 13-JUL-2020 Antonov An-2R RA-40851
## 556 13-JUL-2020 BN-2A-27 Islander N200MU
## 557 14-JUL-2020 DHC-8-402Q (PF) Dash 8 5Y-VVU
## 558 15-JUL-2020 Beech B300 King Air 350i EM-809
## 559 17-JUL-2020 Beech 200 Super King Air C-FSKQ
## 560 19-JUL-2020 Antonov An-2R RA-71276
## 561 20-JUL-2020 Beech B200 Super King Air N740P
## 562 22-JUL-2020 Boeing 777-F60 ET-ARH
## 563 22-JUL-2020 Beech Beechjet 400A N425BJ
## 564 25-JUL-2020 Cessna 208B Grand Caravan XA-FTG
## 565 26-JUL-2020 Gulfstream Aerospace G-1159A Gulfst N450BD
## 566 30-JUL-2020 Beech 200 Super King Air N515BA
## 567 01-AUG-2020 Airbus A321-211 (WL) VP-BAX
## 568 03-AUG-2020 Antonov An-72TK-100 RA-74044
## 569 04-AUG-2020 Harbin Y-12-II KAF128
## 570 07-AUG-2020 Boeing 737-8HG (WL) VT-AXH
## 571 08-AUG-2020 Canadair CL-215 EC-HET
## 572 08-AUG-2020 BAe-125
## 573 09-AUG-2020 BAe-125-800A XB-RAY
## 574 10-AUG-2020 Rockwell Sabreliner 75A N400RS
## 575 12-AUG-2020 Beech B200 King Air N316JP
## 576 13-AUG-2020 Let L-410UVP-E3 9S-GEN
## 577 16-AUG-2020 Cessna 208B Grand Caravan 5Y-SAV
## 578 18-AUG-2020 ATR 72-600 (72-212A) 6V-ASN
## 579 19-AUG-2020 Boeing 767-3S2FER N146FE
## 580 20-AUG-2020 Beech 200 Super King Air N198DM
## 581 22-AUG-2020 Antonov An-26B EX-126
## 582 27-AUG-2020 Boeing 747SP-21 VQ-BMS
## 583 28-AUG-2020 Boeing 767-324ER N423AX
## 584 29-AUG-2020 Dassault Falcon 200 XB-OAP
## 585 29-AUG-2020 Boeing 737-81D (WL) JA73NM
## 586 07-SEP-2020 Gulfstream G200 Galaxy PR-AUR
## 587 07-SEP-2020 Cessna 208B Grand Caravan N186GC
## 588 11-SEP-2020 Cessna 208B Grand Caravan 5Y-CDH ?
## 589 15-SEP-2020 Beech 200 King Air
## 590 18-SEP-2020 Learjet
## 591 19-SEP-2020 Fokker 50 5Y-MHT
## 592 21-SEP-2020 Learjet 35 false reg.
## 593 22-SEP-2020 Cessna 208B Grand Caravan HK-4669-G
## 594 23-SEP-2020 BAe-125-800A XB-PYZ
## 595 25-SEP-2020 Antonov An-26Sh 76 yellow
## 596 25-SEP-2020 BAe-125
## 597 27-SEP-2020 Canadair Challenger 600 N100QR
## 598 28-SEP-2020 Antonov An-2
## 599 29-SEP-2020 Lockheed KC-130J Hercules 166765
## 600 04-OCT-2020 Gulfstream American G-1159A Gulfstr N305LR
## 601 05-OCT-2020 BAe-125
## 602 05-OCT-2020 DHC-6 Twin Otter 300 8Q-TMF
## 603 10-OCT-2020 Cessna 208B Grand Caravan 5H-NWA
## 604 10-OCT-2020 Douglas C-54E (DC-4) N96358
## 605 14-OCT-2020 Antonov An-32A OB-2120-P
## 606 22-OCT-2020 DHC-6 Twin Otter 300 8Q-TMR
## 607 23-OCT-2020 Bombardier DHC-8-402Q Dash 8 JA845A
## 608 29-OCT-2020 BN-2A-26 Islander N706MC
## 609 29-OCT-2020 Gulfstream American G-1159A Gulfstr N461AR ?
## 610 30-OCT-2020 Embraer Phenom 100 PR-LMP
## 611 31-OCT-2020 Cessna AC-208B Combat Caravan YI-118
## 612 05-NOV-2020 Swearingen SA227-AC Metro III LV-VDJ
## 613 09-NOV-2020 Rockwell Sabreliner 65 XA-VD.
## 614 11-NOV-2020 BAe-125-800B
## 615 13-NOV-2020 Antonov An-124-100 RA-82042
## 616 15-NOV-2020 Grumman G-1159 Gulfstream II SP N104VV
## 617 16-NOV-2020 ATR 72-500 (72-212A) VT-TMM
## 618 23-NOV-2020 DHC-7-110 VP-FBQ
## 619 23-NOV-2020 DHC-8-314 C-FEXZ
## 620 23-NOV-2020 Beech 200 King Air HB-GJM
## 621 26-NOV-2020 ATR 42-300 C-FAFS
## 622 30-NOV-2020 Cessna 208B Grand Caravan C6-AWO
## 623 01-DEC-2020 DHC-6 Vistaliner 300 P2-ASM
## 624 02-DEC-2020 Boeing 737-529 EY-560
## 625 02-DEC-2020 Cessna 551 Citation II/SP N48DK
## 626 05-DEC-2020 Beech A100 King Air C-FWYO
## 627 05-DEC-2020 BAe-125-800A N484AR
## 628 09-DEC-2020 Antonov An-2R UR-33642
## 629 10-DEC-2020 Gulfstream Aerospace G-1159A Gulfst (N370JL)
## 630 13-DEC-2020 Eclipse 500 N686TM
## 631 19-DEC-2020 BAe-125-700A (N326TD)
## 632 20-DEC-2020 Raytheon Hawker 800XP N412JA
## 633 30-DEC-2020 Cessna 208B Supervan 900 PZ-TSK
## operator fat.
## 1 Private Airlines Germany 0+ 1
## 2 WestJet 0
## 3 Sunwing Airlines 0
## 4 Unknown 0
## 5 Unknown 0+ 1
## 6 Pineapple Air 0
## 7 Ameriflight 0
## 8 Pegasus Airlines 0
## 9 Afriqiyah Airways 0
## 10 Bismillah Airlines 0
## 11 Kazakhstan Air Defence Force 0
## 12 Turkish AF 3
## 13 Air Tribe 0
## 14 European Union, lsf AirTraffic Africa 0
## 15 Galeyr Airline 0
## 16 Nestoil 0
## 17 Unknown 0
## 18 China Air Force 12
## 19 Saratov Airlines 71
## 20 Qeshm Air 0
## 21 Iran Aseman Airlines 66
## 22 Dana Air 0
## 23 Army Parachute Association 0
## 24 Island Express Air 0
## 25 Strait Air 0
## 26 SmartLynx Airlines Estonia 0
## 27 Unknown 0
## 28 Serve Air 0
## 29 Russian AF 39
## 30 MC Aviation 11
## 31 US-Bangla Airlines 51
## 32 Unknown 0
## 33 West Coast Air Services 0
## 34 Ameriflight 0
## 35 Air Canada Express, opb Jazz Aviation 0
## 36 Bald Mountain Air Services 0
## 37 HOP! 0
## 38 Bighorn Airways 0
## 39 Bighorn Airways 0
## 40 easyJet 0
## 41 Germania 0
## 42 El Al 0
## 43 Línea Aérea Amaszonas 0
## 44 Aeromar 0
## 45 Aeromar 0
## 46 Lake Clark Air 0
## 47 2M Leasing 0
## 48 Cavok Air 0
## 49 Skydive the Ranch 0
## 50 Avis Industrial Corporation 0
## 51 ERG Holdings 0
## 52 Union Gas Air Ventures I 0
## 53 MTC Enterprises 0
## 54 Henning Aviation 0
## 55 Mega Aircompany 0
## 56 Korean Air 0
## 57 Airwing 0
## 58 Algerian AF 257
## 59 Hageland Aviation Services, opf Ravn Connect 0
## 60 Penial Air 0
## 61 US Navy 0
## 62 Ayk Avia 0
## 63 Air China 0
## 64 private 1
## 65 Private 0
## 66 Morningstar Partners 0
## 67 Transwest Air 0
## 68 Transwest Air 0
## 69 private 0
## 70 Southwest Airlines 1
## 71 Flybe 0
## 72 Delta Air Lines 0
## 73 World Atlantic Airlines 0
## 74 Lion Air 0
## 75 Libyan Air Force 3
## 76 Alpine Aviation 0
## 77 Ryanair 0
## 78 Endeavor Air, opf Delta Connection 0
## 79 Delta Air Lines 0
## 80 USAF 9
## 81 Colombian Police 4
## 82 Blueport Trade 121 0
## 83 Aluminios Cortizo 0
## 84 Embraer 0
## 85 Southwest Airlines 0
## 86 Lynden Air Cargo, opf PNG Air 0
## 87 Air Niugini 0
## 88 THY 0
## 89 Asiana Airlines 0
## 90 Irish Parachute Club, lsf Parachuting Caravan Leasing 2
## 91 private 2
## 92 Makalu Air 2
## 93 Cubana, lsf Global Air 112
## 94 Star Jet 0
## 95 Saudi Arabian, lsf Onur Air 0
## 96 Amazonaves Táxi Aéreo 0
## 97 Silver Air 0
## 98 Air Katanga 0
## 99 Titan Drilling 0
## 100 Aeronaves TSM 0
## 101 Air Serv Limited, opf UNHAS 0
## 102 Asure Air 0
## 103 Algerian AF 1
## 104 Fly-SAX 10
## 105 ProAir 0
## 106 Aeroserv 0
## 107 Tara Air 0
## 108 Lufthansa 0
## 109 FIGAS 0
## 110 LinkPNG 0
## 111 Bravo Airways 0
## 112 Spirit Avia Sentosa 0
## 113 Republic Airlines, opf Delta Connection 0
## 114 Dimonim Air 0
## 115 Eagle Air 4
## 116 Trigana Air Service 0
## 117 Korean Air 0
## 118 Asiana Airlines 0
## 119 FAA 0
## 120 Iran AF 0
## 121 Feniks 0
## 122 Maya Island Air 0
## 123 Air Choice One 0
## 124 Flex Air Charters 0
## 125 GAM 0
## 126 TAP Express, opb White Airways 0
## 127 Ookpik Aviation 0
## 128 RAM Express 0
## 129 Rovos Air 1
## 130 Taquan Air 0
## 131 Air Colombia 0
## 132 Everts Air Fuel 0
## 133 Flybondi 0
## 134 Kazairtrans Airline 0
## 135 CAF, Highland Lakes Squadron 0
## 136 Textron 0
## 137 OzAir Charter Service 0
## 138 Air Kasai 5
## 139 Atlas Air 0
## 140 Air Vanuatu 0
## 141 Unity Airlines 0
## 142 Air Taxi Vanuatu 0
## 143 private 0
## 144 Aeroméxico Connect 0
## 145 Atlantic Transportation of Wilmington 0
## 146 Ju-Air 20
## 147 Supreme Airlines 0
## 148 Alliance Air Charter 0
## 149 RAM 0
## 150 THY 0
## 151 Horizon Air, opf Alaska Airlines 1
## 152 Vancon Holdings 1
## 153 Hawaiian Airlines 0
## 154 Cathay Pacific 0
## 155 Xiamen Airlines 0
## 156 Ostthüringer Fallschirmsportclub 0
## 157 LC Perú 0
## 158 Mandarin Airlines 0
## 159 Stargazer Aero 0
## 160 Bush Air Safaris 0
## 161 Air Canada Rouge 0
## 162 SATENA 0
## 163 Beijing Capital Airlines 0
## 164 Air Mizia 0
## 165 Ethiopian AF 18
## 166 Utair 0
## 167 West Coast Aircraft Shares 0
## 168 VOAR Aviação 0
## 169 South West Aviation, lsf Slav-Air 20
## 170 Gov. of Newfoundland and Labrador 0
## 171 Saudi Arabian, lsf ACT Airlines 0
## 172 Russian AF 15
## 173 Starjet Inc. 0
## 174 STS Aviatsija 0
## 175 Berry Aviation 0
## 176 Philippine Air Lines 0
## 177 ALTA 0
## 178 Kalitta Charters 1
## 179 US-Bangla Airlines 0
## 180 Air America Flight Services 2
## 181 CGG Aviation Australia 1
## 182 Air Niugini 1
## 183 LATAM Airlines Brasil 0
## 184 Inversiones Moraima 0
## 185 Sudan AF 0
## 186 Sudan AF 0
## 187 Ravn Connect, opb Frontier Flying Service 0
## 188 Yakutia Airlines 0
## 189 Jhonlin Air Transport 0
## 190 Air India Express 0
## 191 Overland Airways 0
## 192 Lion Air 189
## 193 Air France 0
## 194 Delta Air Lines 0
## 195 Sky Lease Cargo 0
## 196 2nd Arkhangelsk United Aviation Division 0
## 197 Fly Jamaica Airways 1
## 198 Pakistan AF 0
## 199 Air Astana 0
## 200 PAL Airlines 0
## 201 SARPA 0
## 202 Perimeter Aviation 0
## 203 Peruvian Airlines 0
## 204 private <NA>
## 205 PIA 0
## 206 ARGa. 4
## 207 Estoair 3
## 208 Dirt Dynamics 0
## 209 Ellinair 0
## 210 USMC 5
## 211 Par-Avion 1
## 212 Unknown 0
## 213 Desert-Air Safaris 0
## 214 Aerounion 0
## 215 Air Canada 0
## 216 Med Air 0
## 217 Africa's Connection STP 0
## 218 Ethiopian Airlines 0
## 219 Chen Aircrafts 4
## 220 Gomair 7
## 221 Venezuela ANG 0
## 222 D.R. Congo AF 0
## 223 American Airlines 0
## 224 RAF-AVIA 0
## 225 TW 601-C Investment 0
## 226 Iran AF, op.for Saha Air 15
## 227 ASL 0
## 228 Priority Air Charter 2
## 229 Serve Air 0
## 230 Aeroflot 0
## 231 Air Creebec 0
## 232 Onur Air 0
## 233 Air Europa, opb Swiftair 0
## 234 Kalitta Charters 0
## 235 Guardian Flight 3
## 236 Air Tindi 2
## 237 Tarco Air, opf Sudan Airways 0
## 238 Conquest Air Cargo 1
## 239 Novair 0
## 240 Kenya Airways 0
## 241 Kenya Airways 0
## 242 RICO 0
## 243 Stein's Aircraft Services 0
## 244 KLM 0
## 245 KLM 0
## 246 Amazon Air, opb Atlas Air 3
## 247 Biman Bangladesh 1
## 248 US Army 0
## 249 Silk Way Business Aviation 0
## 250 LaudaMotion 0
## 251 Tassili Airlines 0
## 252 Banyan Jet Service 0
## 253 Avianca Brasil 0
## 254 CommutAir, opf United Express 0
## 255 Amik Aviation 0
## 256 Baires Fly 0
## 257 LASER 14
## 258 Waffle House 0
## 259 Ethiopian Airlines 157
## 260 private 1
## 261 PSA Airlines, opf American Eagle 0
## 262 PSA Airlines, opf American Eagle 0
## 263 RCAF 0
## 264 Golden Wings Aviation 0
## 265 RP Sales and Leasing 0
## 266 Berjaya Air 0+ 1
## 267 Sundance Airport FBO 2
## 268 Iran Air 0
## 269 private 0
## 270 Major Blue Air 1
## 271 Wizz Air 0
## 272 ENSA 0
## 273 Southwest Airlines 0
## 274 easyJet 0
## 275 Austrian Airlines 0
## 276 Delta Air Lines 0
## 277 Sky High Aviation Services 0
## 278 American Airlines 0
## 279 Classic Aviation 3
## 280 Summit Air 1+ 2
## 281 Archipiélagos Servicios Aéreos 6
## 282 German AF 0
## 283 Asia Airways 0
## 284 Tropic Ocean Airways 0
## 285 private 0
## 286 Keewatin Air 0
## 287 Ryanair 0
## 288 Jet2 0
## 289 Miami Air International 0
## 290 Buffalo Airways 0
## 291 Skyservice Business Aviation 0
## 292 Aviation Enterprise Motor 0
## 293 Aeroflot 41
## 294 TVPX Aircraft Solutions 13
## 295 Air Inuit 0
## 296 Biman Bangladesh 0
## 297 Unknown 0
## 298 Air Canada Express, opb Jazz Aviation 0
## 299 Parachutisme Nouvel Air 0
## 300 Taquan Air 1
## 301 private 0
## 302 private 0
## 303 private 2
## 304 Jet Sales LLC 1
## 305 Libyan Air Cargo 0
## 306 Indian AF 13
## 307 TSO Ukrayiny 0
## 308 Feniks 0
## 309 United Airlines 0
## 310 EP Aviation 0
## 311 Unknown 0
## 312 United Airlines 0
## 313 Banco Macro 0
## 314 Southwest Airlines 0
## 315 Navigator 1
## 316 North Star Air 0
## 317 Phoenix Air 0
## 318 Unknown 0
## 319 Yankee Dawdle LLC 0
## 320 Angara Airlines 2
## 321 Transmandu 0
## 322 Western Air 0
## 323 ISR Aviation 0
## 324 EE Operations LLC 10
## 325 DOSAAF, Gvardeysky ATSK 0
## 326 Warren Transportation LLC 0
## 327 SpiceJet 0
## 328 Afriqiyah Airways 0
## 329 Grant Aviation 0
## 330 Gouvernement du Québec 0
## 331 easyJet Europe 0
## 332 KLM 0
## 333 Unknown 0
## 334 Omicron Business Services 0
## 335 Unknown 0
## 336 Unknown 0
## 337 Avia Jet LLC 0
## 338 WestJet Encore 0
## 339 PIA 0
## 340 Air Peace 0
## 341 Europe Air 0
## 342 Europe Air 1
## 343 Seair Seaplanes 4
## 344 Sierra West Airlines 0
## 345 Pakistan Army Aviation Corps 5+ 14
## 346 Equatorial Guinea AF 0
## 347 Lufthansa 0
## 348 Cobham Aviation Services 0
## 349 American Eagle, opb Mesa Airlines 0
## 350 Everts Air Cargo 0
## 351 Edelweiss Air 0
## 352 Air Canada 0
## 353 Liaoning Star General Aviation 0
## 354 DOSAAF 1
## 355 Aerowest 0
## 356 SkyAviatrans 0
## 357 Tropical Air 0
## 358 Alkan Air 2
## 359 private 1
## 360 United Airlines 0
## 361 United Airlines 0
## 362 Unknown 0
## 363 SARPA 0
## 364 Frontier Airlines 0
## 365 private 0
## 366 Norwegian Air UK 0
## 367 Unknown 0
## 368 Argentine AF 0
## 369 Ural Airlines 0
## 370 JRM Air LLC 0
## 371 Berry Aviation 0
## 372 SafariLink 0
## 373 Delta Air Lines 0
## 374 Mokulele Airlines 0
## 375 Delta Private Jets 0
## 376 Morningstar Air Express 0
## 377 Emirates 0
## 378 Club Tiroler Adler 0
## 379 International Air Response 0
## 380 Air Charter Services 0
## 381 Air China 0
## 382 private 0
## 383 Lenox Handels und Speditions 0
## 384 private 2
## 385 Star Jet 0
## 386 Lionair Inc. 9
## 387 Libyan Airlines 0
## 388 private 2
## 389 Skyline Aviation 0
## 390 Regional Express Américas, opf Avianca 0
## 391 Ferreteria e Implementos San Francisco 2
## 392 , op.for GoJump 1
## 393 private 0
## 394 TwoFlex 0
## 395 Rimbun Air, opb Carpediem Aviation 4
## 396 private 0
## 397 Auric Air 2
## 398 FlyMontserrat 0
## 399 Royal Rainmaking and Agricultural Aviation 2
## 400 Bolívar Government 0
## 401 private 0
## 402 Cavok Air 0
## 403 The Collings Foundation 7
## 404 Ukraine Air Alliance 5
## 405 Pro by Air 0
## 406 Delta Private Jets 0
## 407 D.R. Congo AF 8
## 408 Silverstone Air Services 0
## 409 Skydive Georgia 0
## 410 PenAir 1
## 411 Atlantic Air Cargo 0
## 412 RCAF 0
## 413 Salvadorian AF 0
## 414 Endeavor Air, opf Delta Connection 0
## 415 private 0
## 416 private 0
## 417 Blue Water Aviation Services 3
## 418 Abeer Air Services 0
## 419 private 0
## 420 USMX AirLink 0
## 421 American Eagle, opb Envoy Air 0
## 422 private 0
## 423 Surveillance Australia, opf Australian Border Force 0
## 424 private 5
## 425 Pilot Point Consultancy 0
## 426 ETG Aviation 0
## 427 Korean Air 0
## 428 Air Namibia 0
## 429 Tahe Havacilik 0
## 430 THY 0
## 431 Avior 0
## 432 private 0
## 433 Busy Bee Congo 21+ 6
## 434 Tropicair 0
## 435 Flamingo Air Charter 0
## 436 private 0
## 437 private 0
## 438 North Star Air 0
## 439 Business Jet Managers Inc 0
## 440 private 2
## 441 private 0
## 442 Martinaire 1
## 443 Chilean AF 38
## 444 Ethiopian Airlines 0
## 445 private 0
## 446 private 0
## 447 Ritch Air 0
## 448 private 0
## 449 C-GHGR Holdings 0
## 450 WL Aviation LLC 0
## 451 private 9
## 452 United Airlines 0
## 453 Calafia Airlines 2
## 454 Bek Air 12
## 455 private 0
## 456 Air Fast Congo 0
## 457 Sunny Sky 0
## 458 Sudan AF 18
## 459 Sri Lanka AF 4
## 460 Million Air San Juan 0
## 461 L.C. Whitford Co., Inc. 0
## 462 L3 Technologies 2
## 463 Ukraine International Airlines 176
## 464 American Airlines 0
## 465 South African AF 0
## 466 Nordwind Airlines 0
## 467 LifeMed Alaska 0
## 468 Perimeter Aviation 0
## 469 Air Inuit 0
## 470 Coulson Aviation 3
## 471 S.A. CAA 3
## 472 Compass Aviation LLC 0
## 473 Caspian Airlines 0
## 474 USAF 2
## 475 WestJet Encore 0
## 476 ACT Airlines, opf Saudi Arabian 0
## 477 Air Canada 0
## 478 Kalitta Air 0
## 479 Grant Aviation 0
## 480 Pegasus Airlines 3
## 481 Redding Aero Enterprises Inc. 0
## 482 Icelandair 0
## 483 Mountain Air Cargo, opf FedEx 0
## 484 Remonia Air 4
## 485 Transportes Torreon 0
## 486 Utair 0
## 487 SC Cole Aviation LLC 0
## 488 MAF 0
## 489 T-Cement 0
## 490 Lauren Engineers & Constructors 3
## 491 private 0
## 492 Harbour Air 0
## 493 Canadian Pacific Railway 0
## 494 Bearskin Airlines, opb Perimeter Aviation 0
## 495 Trans Maldivian Airways 0
## 496 Expectra Aviation Inc. 0
## 497 Trigana Air Service 0
## 498 Orlan 2000 0
## 499 private 0
## 500 Sigma Airlines 0
## 501 East Coast Jets 0
## 502 private 0
## 503 Caridad Aviation, LLC 0
## 504 Textron 0
## 505 Legacy Air LLC 0
## 506 Executive Business Aviation Inc 0
## 507 AT Aero LLC 0
## 508 Jetleg Management 0
## 509 FedEx, opb CSA Air 0
## 510 Grand Canyon Airlines 0
## 511 Omni Air International 0
## 512 Platinum Jet Co., Ltd. 0
## 513 Thai Airways International 0
## 514 private 2
## 515 Martini Aviation Ltd. 0
## 516 Unknown 2
## 517 Gemini Air Group 0
## 518 Planemasters 1
## 519 MAF 0
## 520 private 0
## 521 Lionair Inc. 8
## 522 Libyan National Army
## 523 private 2
## 524 private 0
## 525 USAF 0
## 526 Inversiones SC 2012 0
## 527 Buffalo Airways 0
## 528 Province of Saskatchewan 0
## 529 African Express Airways 6
## 530 Dos Mil Aerosistema SA 0
## 531 MD Fly 3
## 532 private 0
## 533 Ameriflight 0
## 534 United Aviation 0
## 535 Libyan Air Force 0
## 536 Unknown 0
## 537 Swift Air 0
## 538 McWilliams LLC 0
## 539 Brazilian AF 0
## 540 PIA 97+ 1
## 541 private 0
## 542 private 0
## 543 private 0
## 544 Kapowsin Air Sports, opf Skydive San Diego 0
## 545 USAF 0
## 546 Gama Aviation Signature 0
## 547 S7 Airlines 0
## 548 Ural Airlines 0
## 549 private 1
## 550 Nordic Aviation Capital 0
## 551 private 0
## 552 private 0
## 553 private 0
## 554 private 0
## 555 Zeus-Avia 2
## 556 Tropic Air Charters 0
## 557 Blue Bird Aviation 0
## 558 Turkish Police 7
## 559 Skyjet Aviation 0
## 560 Phoenix <NA>
## 561 private 0
## 562 Ethiopian Airlines 0
## 563 N425BJ LLC 0
## 564 AX Transporter 0
## 565 private 0
## 566 private 0
## 567 Aeroflot 0
## 568 UTair-Cargo, opf UN 0
## 569 Kenyan AF 0
## 570 Air India Express 21
## 571 ANEPC, opb Babcock 1
## 572 private 0
## 573 private 0
## 574 private 2
## 575 private 0
## 576 Doren Air Congo 4
## 577 City Link 0
## 578 Air Senegal 0
## 579 FedEx 0
## 580 Bomac Air 1
## 581 South West Aviation 7
## 582 Las Vegas Sands Corporation 0
## 583 Omni Air International 0
## 584 private 0
## 585 Skymark Airlines 0
## 586 W.R.V. 0
## 587 Grand Canyon Airlines 0
## 588 Unknown 0
## 589 private 0
## 590 private 0
## 591 Silverstone Air Services, opf Saacid Airlines 0
## 592 private 0
## 593 private 0
## 594 private 4
## 595 Ukraine Air Force 26
## 596 private <NA>
## 597 private 0
## 598 Unknown 0
## 599 USMC 0
## 600 private 0
## 601 private 0
## 602 Trans Maldivian Airways 0
## 603 Duk Air Travel 0
## 604 Alaska Air Fuel 0
## 605 AerCaribe Peru 0
## 606 Trans Maldivian Airways 0
## 607 Oriental Air Bridge 0
## 608 St. Bernard Parish Government 0
## 609 private 3
## 610 TRACBEL 0
## 611 Iraqi AF 2
## 612 Dos Mil Aerosistema SA 0
## 613 private 1
## 614 private 0
## 615 Volga-Dnepr 0
## 616 private 0
## 617 TruJet 0
## 618 British Antarctic Survey 0
## 619 Voyageur Airways 0
## 620 Air-Glaciers 0
## 621 Calm Air International 0
## 622 Royal Bahamas Defence Force 0
## 623 Air Sanga 0
## 624 Air Djibouti 0
## 625 Aviation Star S II LLC 0
## 626 Airco Aircraft Charters 0
## 627 private <NA>
## 628 private 1
## 629 private 0
## 630 private 0
## 631 private 1
## 632 Talon Air 0
## 633 Blue Wing Airlines 0
## location Var.7 pic cat
## 1 Kittilä Airp... NA NA A2
## 2 Toronto-Pear... NA NA A2
## 3 Toronto-Pear... NA NA A2
## 4 La Paragua A... NA NA A1
## 5 Akobo NA NA A1
## 6 Governor's H... NA NA A2
## 7 Rock Springs... NA NA A2
## 8 Trabzon Airp... NA NA A1
## 9 Tripoli-Miti... NA NA C1
## 10 Jessore Airp... NA NA A2
## 11 near Zhetygen Air... NA NA A1
## 12 Hodulluca Me... NA NA A1
## 13 Brownsville-... NA NA A1
## 14 Mogadishu Ad... NA NA A2
## 15 Mogadishu Ad... NA NA A1
## 16 Abuja Intern... NA NA A1
## 17 Berlin-Schön... NA NA A2
## 18 Zhengchang, ... NA NA A1
## 19 near Stepanovskoy... NA NA A1
## 20 Mashhad Airp... NA NA A2
## 21 near Yasuj Airpor... NA NA A1
## 22 Port Harcour... NA NA A2
## 23 Netheravon A... NA NA A2
## 24 Abbotsford A... NA NA A2
## 25 Havre-Saint-... NA NA A1
## 26 Tallinn-Lenn... NA NA A1
## 27 Charallave-Ó... NA NA A2
## 28 Lubumbashi I... NA NA A1
## 29 near Latakia-Khme... NA NA A1
## 30 near Shahr-e Kurd NA NA A1
## 31 Kathmandu-Tr... NA NA A1
## 32 near Blue Creek, ... NA NA A1
## 33 Talbot Bay, WA NA NA A1
## 34 Hastings Air... NA NA A2
## 35 Montreal-Pie... NA NA A2
## 36 near Deadhorse, AK NA NA A2
## 37 Aurillac Air... NA NA I2
## 38 Sheridan Air... NA NA O2
## 39 Sheridan Air... NA NA A2
## 40 Murcia-San J... NA NA A2
## 41 Tel Aviv-Ben... NA NA A2
## 42 Tel Aviv-Ben... NA NA A1
## 43 Riberalta-Ca... NA NA A2
## 44 Mexico City-... NA NA A2
## 45 Mexico City-... NA NA A2
## 46 Pilot Point ... NA NA A2
## 47 Orlando-Cent... NA NA A1
## 48 Gao Airport ... NA NA I2
## 49 near Gardiner Air... NA NA A1
## 50 Marion Munic... NA NA A2
## 51 Houston-Will... NA NA O1
## 52 Houston-Will... NA NA O1
## 53 Houston-Will... NA NA O1
## 54 Houston-Will... NA NA O1
## 55 Wau Airport ... NA NA A2
## 56 Osaka-Kansai... NA NA A2
## 57 Stavanger-So... NA NA A2
## 58 near Boufarik Air... NA NA A1
## 59 near Atqasuk Airp... NA NA A2
## 60 El Barde, So... NA NA A2
## 61 near Omaha, NE NA NA A1
## 62 Akola village NA NA A1
## 63 Zhengzhou-Xi... NA NA H2
## 64 near Crozet, VA NA NA A1
## 65 Winnipeg-Jam... NA NA A2
## 66 Winnipeg-Jam... NA NA O2
## 67 Prince Alber... NA NA O1
## 68 Prince Alber... NA NA O1
## 69 Le Touquet A... NA NA A2
## 70 near Philadelphia... NA NA A1
## 71 Newquay-Corn... NA NA A2
## 72 Atlanta-Will... NA NA A2
## 73 Alexandria I... NA NA A1
## 74 Gorontalo-Ja... NA NA A2
## 75 near Sharara Airs... NA NA A1
## 76 Sioux Falls ... NA NA A2
## 77 London-Stans... NA NA A2
## 78 New York-Joh... NA NA A2
## 79 New York-Joh... NA NA A2
## 80 near Savannah/Hil... NA NA A1
## 81 near Ibagué NA NA A1
## 82 Johannesburg... NA NA A2
## 83 Santiago de ... NA NA A2
## 84 Gavião Peixo... NA NA A2
## 85 Baltimore/Wa... NA NA A2
## 86 Port Moresby... NA NA A2
## 87 Port Moresby... NA NA A2
## 88 Istanbul-Ata... NA NA A2
## 89 Istanbul-Ata... NA NA A2
## 90 near Clonbullogue... NA NA A1
## 91 near Tuzantán NA NA A1
## 92 Bahun Khark NA NA A1
## 93 near Havana-José ... NA NA A1
## 94 Yangzhou Tai... NA NA A1
## 95 Jeddah-King ... NA NA A1
## 96 near Manaus-Aeroc... NA NA A1
## 97 Tegucigalpa-... NA NA A1
## 98 Kolwezi Airp... NA NA A2
## 99 Kolwezi Airp... NA NA A2
## 100 Saltillo-Pla... NA NA A2
## 101 Kamonia Airs... NA NA A1
## 102 near Obo-Mission ... NA NA A2
## 103 near Biskra Airpo... NA NA A1
## 104 near Njabini NA NA A1
## 105 Saint Tropez... NA NA A1
## 106 Baleni, Gala... NA NA A1
## 107 Jumla Airpor... NA NA A2
## 108 Frankfurt In... NA NA O1
## 109 Beaver Islan... NA NA A2
## 110 Mendi Airpor... NA NA O1
## 111 Kiev-Igor Si... NA NA A1
## 112 near Nabire Airpo... NA NA A2
## 113 Columbus-Joh... NA NA O1
## 114 Kenyam Airstrip NA NA C2
## 115 Souguéta, Ki... NA NA A1
## 116 Kenyam Airstrip NA NA C2
## 117 Seoul-Gimpo ... NA NA O2
## 118 Seoul-Gimpo ... NA NA O2
## 119 Salt Lake Ci... NA NA A2
## 120 Damascus Int... NA NA O1
## 121 Nizhneudinsk... NA NA A2
## 122 San Pedro Ai... NA NA A2
## 123 Chicago-O'Ha... NA NA A2
## 124 near Padek Airstrip NA NA A2
## 125 Thangool Air... NA NA A2
## 126 Fez-Sais Air... NA NA A2
## 127 Parker Lake, NU NA NA A2
## 128 near Al Hoceima-C... NA NA A2
## 129 near Pretoria-Won... NA NA A1
## 130 Mount Jumbo,... NA NA A1
## 131 San Felipe A... NA NA A2
## 132 Manley Hot S... NA NA A2
## 133 Cataratas de... NA NA A2
## 134 near Al Alamain NA NA A1
## 135 Burnet Munic... NA NA A1
## 136 Cork Airport... NA NA A2
## 137 near Tulsa Intern... NA NA A2
## 138 near Kamako Airstrip NA NA A1
## 139 Portsmouth I... NA NA A2
## 140 Port Vila-Ba... NA NA A2
## 141 Port Vila-Ba... NA NA O1
## 142 Port Vila-Ba... NA NA O2
## 143 Evenki distr... NA NA A1
## 144 Durango-Guad... NA NA A1
## 145 near Wilmington-N... NA NA A2
## 146 near Piz Segnas NA NA A1
## 147 Lalgarh Airport NA NA A2
## 148 near San Luis Pot... NA NA A2
## 149 Istanbul-Ata... NA NA A2
## 150 Istanbul-Ata... NA NA A2
## 151 Ketron Islan... NA NA C1
## 152 Payson, UT NA NA C1
## 153 Los Angeles ... NA NA A2
## 154 Roma-Fiumici... NA NA A2
## 155 Manila-Ninoy... NA NA A1
## 156 Gera-Leumnit... NA NA A2
## 157 Lima-Jorge C... NA NA A2
## 158 Taichung-Chi... NA NA A2
## 159 near Cape Hattera... NA NA A1
## 160 Pieri Airstrip NA NA A2
## 161 near Vancouver In... NA NA A2
## 162 Santafé del ... NA NA A1
## 163 Macau Airpor... NA NA A2
## 164 near Brusartsi NA NA A2
## 165 near Mojo NA NA A1
## 166 Adler/Sochi ... NA NA A1
## 167 Burbank-Bob ... NA NA A2
## 168 Itapaci, GO NA NA A1
## 169 near Yirol Airstrip NA NA A1
## 170 Whitehead Po... NA NA A2
## 171 Frankfurt In... NA NA A2
## 172 near Latakia-Khme... NA NA C1
## 173 Santa Fe Air... NA NA A2
## 174 near Jagodina NA NA A2
## 175 Houston, TX NA NA A2
## 176 Vancouver In... NA NA A2
## 177 Foz do Iguaç... NA NA A1
## 178 near Oscoda Wurts... NA NA A1
## 179 Chittagong-S... NA NA A2
## 180 Greenville D... NA NA A1
## 181 near Sendai, Japan NA NA A1
## 182 near Chuuk/Weno I... NA NA A1
## 183 São Paulo-Co... NA NA O1
## 184 near Uriman NA NA A2
## 185 Khartoum Air... NA NA A1
## 186 Khartoum Air... NA NA A1
## 187 Gambell Airp... NA NA A2
## 188 Yakutsk Airp... NA NA A1
## 189 Beoga Airstrip NA NA A2
## 190 Tiruchirappa... NA NA A2
## 191 Lagos-Murtal... NA NA O1
## 192 near Tanjung Bungin NA NA A1
## 193 Paris-Charle... NA NA A2
## 194 Paris-Charle... NA NA A2
## 195 Halifax-Stan... NA NA A1
## 196 near Arkhangelsk-... NA NA A1
## 197 Georgetown-C... NA NA A1
## 198 Chaklala-PAF... NA NA A1
## 199 near Lisbon NA NA A1
## 200 Stephenville... NA NA A2
## 201 Bahía Solano... NA NA A2
## 202 Deer Lake Ai... NA NA A2
## 203 La Paz-El Al... NA NA A1
## 204 near Curaçao [Car... NA NA A1
## 205 Karachi-Jinn... NA NA A2
## 206 near Jequitaí-Faz... NA NA A1
## 207 near Memphis, IN NA NA A1
## 208 Fargo-Hector... NA NA A2
## 209 Athens-Eleft... NA NA A2
## 210 near Muroto Cape,... NA NA A1
## 211 near Hobart, TAS NA NA A1
## 212 Corozo, Sarstún NA NA O1
## 213 Mount Gambie... NA NA A2
## 214 Mexico City-... NA NA O1
## 215 Hong Kong-Ch... NA NA A2
## 216 Key West Int... NA NA A2
## 217 São Tomé Isl... NA NA A2
## 218 Oslo-Garderm... NA NA A2
## 219 near Atlanta-Fult... NA NA A1
## 220 near Kinshasa-N'D... NA NA A1
## 221 Kamarata Air... NA NA A2
## 222 Beni Airport... NA NA A1
## 223 Charlotte-Do... NA NA A2
## 224 Savonlinna A... NA NA A2
## 225 Uvalde-Ox Ra... NA NA A1
## 226 Fat'h Airport NA NA A1
## 227 Georgetown-O... NA NA A2
## 228 near Kidron-Stolt... NA NA A1
## 229 Kinshasa-N'D... NA NA A2
## 230 Khanty-Mansi... NA NA H2
## 231 Rouyn Airpor... NA NA A2
## 232 Antalya Airp... NA NA O1
## 233 Palma de Mal... NA NA A2
## 234 Tuscaloosa R... NA NA A2
## 235 near Kake, AK NA NA A1
## 236 near Whatì/Lac La... NA NA A1
## 237 Khartoum-Civ... NA NA H2
## 238 near Bay Harbor I... NA NA A1
## 239 Billund Airp... NA NA A2
## 240 Nairobi-Jomo... NA NA O2
## 241 Nairobi-Jomo... NA NA O2
## 242 near Caracaraí, RR NA NA A2
## 243 Richmond Mun... NA NA A1
## 244 Amsterdam-Sc... NA NA A2
## 245 Amsterdam-Sc... NA NA A2
## 246 Trinity Bay,... NA NA A1
## 247 Chittagong-S... NA NA H2
## 248 Pyongtaek-De... NA NA A1
## 249 Moskva-Shere... NA NA A2
## 250 London-Stans... NA NA I2
## 251 Ouargla-Ain ... NA NA A2
## 252 Eufaula-Weed... NA NA O1
## 253 Rio de Janei... NA NA A2
## 254 Presque Isle... NA NA A2
## 255 near Little Grand... NA NA A2
## 256 Buenos Aires... NA NA A2
## 257 Finca La Ben... NA NA A1
## 258 Atlanta-DeKa... NA NA A2
## 259 near Addis Ababa-... NA NA A1
## 260 near San Pedro Pe... NA NA A1
## 261 Charlotte-Do... NA NA A2
## 262 Charlotte-Do... NA NA A2
## 263 near Inuvik, NT NA NA A2
## 264 Latrobe-West... NA NA A2
## 265 Orlando Sanf... NA NA A2
## 266 Kuala Lumpur... NA NA A2
## 267 Oklahoma Cit... NA NA A1
## 268 Tehran-Mehra... NA NA A2
## 269 near Bajamar NA NA A1
## 270 Matsieng Aer... NA NA C1
## 271 Bristol Airp... NA NA A2
## 272 Alonso de Rojas NA NA A2
## 273 near Nashville In... NA NA A2
## 274 Belfast Inte... NA NA A2
## 275 Innsbruck-Kr... NA NA A2
## 276 Atlanta Hart... NA NA A1
## 277 Dominica Dou... NA NA A2
## 278 New York-Joh... NA NA A1
## 279 near New Albany, MS NA NA A1
## 280 Lukla-Tenzin... NA NA A1
## 281 near Puerto Montt... NA NA A1
## 282 Berlin-Schön... NA NA A1
## 283 near Khartoum NA NA A1
## 284 Dry Tortugas... NA NA A1
## 285 Siegen-Siege... NA NA A1
## 286 Gillam Airpo... NA NA A2
## 287 East Midland... NA NA A2
## 288 East Midland... NA NA A2
## 289 Jacksonville... NA NA A1
## 290 near Hay River Ai... NA NA A2
## 291 Edinburgh-Tu... NA NA A2
## 292 Vyun, Tompon... NA NA A1
## 293 Moskva-Shere... NA NA A1
## 294 near Monclova NA NA A1
## 295 near Kuujjuarapik... NA NA A2
## 296 Yangon-Minga... NA NA A1
## 297 near Uriman Airpo... NA NA A1
## 298 Toronto-Pear... NA NA A2
## 299 Saint-Esprit... NA NA A2
## 300 near Ketchikan, AK NA NA A1
## 301 Chico de Cha... NA NA C1
## 302 Zhuravskoye NA NA A1
## 303 near Indianapolis... NA NA A1
## 304 near Fort Lauderd... NA NA A1
## 305 Tripoli Inte... NA NA C1
## 306 near Lipo NA NA A1
## 307 Svyatoshyns'... NA NA A2
## 308 near Kyren, Tunki... NA NA A2
## 309 Denver Inter... NA NA A2
## 310 Kiunga Airpo... NA NA A2
## 311 Río Chixoy, ... NA NA A1
## 312 Newark-Liber... NA NA A1
## 313 Joaquín V. G... NA NA A2
## 314 Pittsburgh-G... NA NA A2
## 315 near Rodina villa... NA NA A1
## 316 near Fort Hope Ai... NA NA A2
## 317 near Mlyny, Polta... NA NA A1
## 318 Parque Nacio... NA NA O1
## 319 Sacramento-M... NA NA A1
## 320 Nizhneangars... NA NA A1
## 321 Canaima Airp... NA NA A1
## 322 Nassau-Lynde... NA NA O2
## 323 Plant City-B... NA NA A2
## 324 Dallas-Addis... NA NA A1
## 325 near Gvardeysky NA NA A2
## 326 Dallas-Addis... NA NA O1
## 327 Mumbai-Chhat... NA NA A1
## 328 Tripoli-Miti... NA NA C2
## 329 Bethel Airpo... NA NA A1
## 330 near Roberval Air... NA NA A2
## 331 Amsterdam-Sc... NA NA A2
## 332 Amsterdam-Sc... NA NA A2
## 333 near Raduga, Novo... NA NA A1
## 334 Orlando Exec... NA NA A2
## 335 Graham Creek... NA NA C1
## 336 Novoshchedri... NA NA A1
## 337 Mesquite Mun... NA NA A1
## 338 Edmonton Int... NA NA A2
## 339 Gilgit Airpo... NA NA A2
## 340 Lagos-Murtal... NA NA A2
## 341 Al Jufra Air... NA NA C1
## 342 Al Jufra Air... NA NA C1
## 343 Addenbroke I... NA NA A1
## 344 El Paso Inte... NA NA A2
## 345 Mora Kalu, R... NA NA A1
## 346 near Grand Batanga NA NA A1
## 347 Frankfurt In... NA NA A1
## 348 Perth Airpor... NA NA A2
## 349 Dallas/Fort ... NA NA A2
## 350 Candle 2 Air... NA NA A2
## 351 Vancouver In... NA NA A2
## 352 Vancouver In... NA NA A2
## 353 Longmen Farm... NA NA A2
## 354 near Fakhrabad NA NA A1
## 355 Aarhus Airpo... NA NA A1
## 356 Misrata Inte... NA NA C1
## 357 Mafia Airpor... NA NA A1
## 358 near Mayo Airport... NA NA A1
## 359 near Los Ángeles-... NA NA A1
## 360 San Francisc... NA NA A2
## 361 San Francisc... NA NA A2
## 362 Las Pilas, C... NA NA C1
## 363 Bahía Solano... NA NA A1
## 364 Orlando Inte... NA NA A2
## 365 Nassau-Lynde... NA NA A2
## 366 London-Gatwi... NA NA A2
## 367 El Ramonal, ... NA NA C1
## 368 near Base Marambio NA NA A2
## 369 near Zhukovsky In... NA NA A1
## 370 Elizabethton... NA NA A1
## 371 San Marcos R... NA NA A2
## 372 Kichwa Tembo... NA NA A2
## 373 Ponta Delgad... NA NA A2
## 374 Kapalua Airp... NA NA A2
## 375 Oroville Air... NA NA A1
## 376 Vancouver In... NA NA A2
## 377 Dubai Airpor... NA NA O2
## 378 Gmunden Airf... NA NA A2
## 379 Santa Barbar... NA NA A2
## 380 Aligarh Airport NA NA A1
## 381 Beijing-Capi... NA NA A1
## 382 Selektsionny... NA NA A2
## 383 Egelsbach Ai... NA NA A2
## 384 Lake Syuryun... NA NA A1
## 385 El Monte-San... NA NA A1
## 386 Pansol, Cala... NA NA A1
## 387 Tripoli-Miti... NA NA C2
## 388 near Nueva Cajolá NA NA A1
## 389 Milano-Malpe... NA NA A2
## 390 Manizales-La... NA NA A2
## 391 near Toledo-Expre... NA NA A1
## 392 near Gransee Airf... NA NA A1
## 393 Chencoh, Ho... NA NA C2
## 394 near Manaus-Eduar... NA NA A1
## 395 near Kampung Mamo... NA NA A1
## 396 Pepperell Ai... NA NA A2
## 397 Seronera Air... NA NA A1
## 398 Montserrat-J... NA NA A2
## 399 Moo 2, Sai Y... NA NA A1
## 400 San Salvador... NA NA A2
## 401 Blue Creek, ... NA NA A1
## 402 Liverpool In... NA NA A2
## 403 Windsor Lock... NA NA A1
## 404 near Lviv-Danylo ... NA NA A1
## 405 Charleston I... NA NA A2
## 406 Fort Myers-S... NA NA A2
## 407 near Kole NA NA A1
## 408 near Nairobi-Wils... NA NA A1
## 409 Cedartown-Po... NA NA A2
## 410 Unalaska-Tom... NA NA A1
## 411 near Nassau-Lynde... NA NA A1
## 412 Trenton Cana... NA NA O1
## 413 San Salvador... NA NA A2
## 414 near Atlanta Hart... NA NA A2
## 415 Palajuyú, Si... NA NA A1
## 416 Sipacate, Es... NA NA A1
## 417 Family Lake,... NA NA A1
## 418 Kolnyang County NA NA A1
## 419 Vista Hermos... NA NA C1
## 420 San Jose Cab... NA NA A2
## 421 Chicago-O'Ha... NA NA A2
## 422 Petén NA NA C1
## 423 Darwin Airpo... NA NA A2
## 424 Maraú-Barra ... NA NA A1
## 425 San Antonio ... NA NA A1
## 426 San Antonio ... NA NA A1
## 427 Frankfurt In... NA NA A2
## 428 Frankfurt In... NA NA A2
## 429 Odessa-Centr... NA NA A2
## 430 Odessa-Centr... NA NA A2
## 431 Bogotá-Eldor... NA NA A1
## 432 Saint-Jean d... NA NA A1
## 433 near Goma Airport... NA NA A1
## 434 Gasmata NA NA H2
## 435 Black Point ... NA NA A2
## 436 near El Picudo, S... NA NA C1
## 437 near San Andrés V... NA NA A1
## 438 near Sachigo Lake... NA NA A2
## 439 Detroit-Cole... NA NA A2
## 440 Sayaxché, Petén NA NA C1
## 441 near Chan Chen, C... NA NA C1
## 442 near Victoria Reg... NA NA A1
## 443 near King George ... NA NA A1
## 444 Juba Airport... NA NA A2
## 445 Quiché NA NA C1
## 446 Sarteneja ai... NA NA C1
## 447 Visalia Airp... NA NA A2
## 448 El Chico, Re... NA NA C1
## 449 near Scottsbluff, NE NA NA A2
## 450 Fresno Yosem... NA NA C1
## 451 near Charallave-Ó... NA NA A1
## 452 Denver Inter... NA NA A2
## 453 near Tastiota NA NA A1
## 454 near Almaty Airpo... NA NA A1
## 455 Santa Monica... NA NA A1
## 456 Kamina Airpo... NA NA A2
## 457 near Otamendi, BA NA NA A2
## 458 near Geneina Airp... NA NA A1
## 459 near Haputale NA NA A1
## 460 San Juan-Fer... NA NA A1
## 461 Morristown M... NA NA A2
## 462 Manda Bay-Ca... NA NA C1
## 463 near Sabashahr NA NA C1
## 464 New York-La ... NA NA A2
## 465 Goma Airport... NA NA A1
## 466 Antalya Airp... NA NA A1
## 467 near Unalaska-Tom... NA NA A1
## 468 Shamattawa A... NA NA A2
## 469 Scheffervill... NA NA A2
## 470 near Cooma, NSW NA NA A1
## 471 near Friemersheim NA NA A1
## 472 San Juan-Fer... NA NA A2
## 473 Bandar Mahsh... NA NA A1
## 474 near Sharana FOB NA NA A1
## 475 Terrace Airp... NA NA A2
## 476 Dammam-King ... NA NA A2
## 477 Madrid-Baraj... NA NA I2
## 478 Los Angeles ... NA NA A2
## 479 Hooper Bay A... NA NA A2
## 480 Istanbul-Sab... NA NA A1
## 481 near Eureka-Murra... NA NA A2
## 482 Keflavík Int... NA NA A2
## 483 Baltimore/Wa... NA NA A2
## 484 near Fairmount, GA NA NA A1
## 485 Rio Bueno-Fu... NA NA O1
## 486 Usinsk Airpo... NA NA A2
## 487 near Benbrook, TX NA NA A2
## 488 Miyanmin Air... NA NA A2
## 489 Magadan-13 A... NA NA A1
## 490 near Lake Coleman... NA NA A1
## 491 Daytona Beac... NA NA A2
## 492 Vancouver-Co... NA NA O2
## 493 Calgary Inte... NA NA A2
## 494 Dryden Regio... NA NA A2
## 495 Kuredu Islan... NA NA A2
## 496 Belmar/Farmi... NA NA A2
## 497 Jayapura-Sen... NA NA A2
## 498 near Ust-Kamenogo... NA NA A1
## 499 Toronto-Butt... NA NA O1
## 500 Sharjah Airp... NA NA A2
## 501 Altoona Airp... NA NA A2
## 502 Nashville-Jo... NA NA O1
## 503 Nashville-Jo... NA NA O1
## 504 Nashville-Jo... NA NA O1
## 505 Nashville-Jo... NA NA O1
## 506 Nashville-Jo... NA NA O1
## 507 Nashville-Jo... NA NA O1
## 508 Nashville-Jo... NA NA O1
## 509 Rhinelander-... NA NA A1
## 510 Boulder City... NA NA A2
## 511 Shannon Airp... NA NA A2
## 512 Vientiane-Wa... NA NA A2
## 513 Vientiane-Wa... NA NA A2
## 514 Claura Arrib... NA NA A1
## 515 Fort Langley... NA NA A2
## 516 Porlamar-del... NA NA A1
## 517 Phoenix-Scot... NA NA A1
## 518 near La Crosse, R... NA NA A1
## 519 Yenkisa Airs... NA NA A2
## 520 near Caballo Blan... NA NA A1
## 521 Manila-Ninoy... NA NA A1
## 522 near Tarhuna NA NA C1
## 523 near Las Cruces, ... NA NA A1
## 524 Laguna del T... NA NA C1
## 525 Ramstein AFB... NA NA A1
## 526 Fort Lauderd... NA NA A2
## 527 Kugaaruk Air... NA NA A2
## 528 near Lloydminster... NA NA A2
## 529 near Bardale Airs... NA NA C1
## 530 San Fernando... NA NA O2
## 531 near Esquel Airpo... NA NA A1
## 532 southern Zul... NA NA C1
## 533 San Antonio ... NA NA A2
## 534 Tripoli-Miti... NA NA C1
## 535 Tripoli-Miti... NA NA C1
## 536 Ulang Airstrip NA NA A2
## 537 near Victorville-... NA NA A2
## 538 Houston Inte... NA NA A2
## 539 Natal Air Fo... NA NA A2
## 540 near Karachi-Jinn... NA NA A1
## 541 near Morocoy, Qui... NA NA C1
## 542 near Sarteneja NA NA A1
## 543 Región Costa... NA NA C1
## 544 San Diego-Br... NA NA A2
## 545 Al Taji Army... NA NA A1
## 546 Bedford-Hans... NA NA A2
## 547 Saint Peters... NA NA A2
## 548 Saint Peters... NA NA A2
## 549 Machiques de... NA NA C1
## 550 Aberdeen-Dyc... NA NA A2
## 551 El Chico, Re... NA NA C1
## 552 Mapastepec NA NA C1
## 553 near José Maria M... NA NA C1
## 554 within Venez... NA NA C1
## 555 near Kistenevo, B... NA NA A1
## 556 Fort Lauderd... NA NA A2
## 557 Beledweyne-U... NA NA A1
## 558 near Van-Ferit Me... NA NA A1
## 559 Rouyn Airpor... NA NA A2
## 560 Buryatia region NA NA A1
## 561 near Brus Laguna NA NA C1
## 562 Shanghai Pud... NA NA O1
## 563 Montgomery R... NA NA A2
## 564 Holbox Airstrip NA NA A2
## 565 near El Chal, Pet... NA NA C1
## 566 Rio Negro, Z... NA NA C1
## 567 Moskva-Shere... NA NA O2
## 568 Gao Airport ... NA NA A1
## 569 Dhobley Airs... NA NA A2
## 570 Kozhikode-Ca... NA NA A1
## 571 near Lindoso NA NA A1
## 572 Ixcán NA NA C1
## 573 near Maracaibo-La... NA NA C1
## 574 near Paraguaná NA NA C1
## 575 Santa Ana, B... NA NA C1
## 576 near Bukavu-Kavum... NA NA A1
## 577 New Fangak A... NA NA A1
## 578 Ziguinchor A... NA NA A2
## 579 Los Angeles ... NA NA A2
## 580 Chicago/Rock... NA NA A1
## 581 near Juba Airport... NA NA A1
## 582 Lake Charles... NA NA O1
## 583 Bucharest Ba... NA NA A2
## 584 Palenque Air... NA NA A1
## 585 near Tokyo-Haneda... NA NA A2
## 586 Belo Horizon... NA NA A2
## 587 Whitmore-Gra... NA NA A2
## 588 Maji Moto ar... NA NA A1
## 589 Machiques de... NA NA C1
## 590 Zanja NA NA C1
## 591 Mogadishu Ad... NA NA A1
## 592 Santha Martha NA NA A1
## 593 near Guaymaral Ai... NA NA A2
## 594 Alta Verapaz... NA NA A1
## 595 near Chuhuiv Air ... NA NA A1
## 596 Catatumbo, E... NA NA C1
## 597 Sur del Lago... NA NA C1
## 598 near Martuni NA NA C1
## 599 near Salton City, CA NA NA A2
## 600 Machiques, Z... NA NA C1
## 601 Sergio Butró... NA NA C1
## 602 Malé-Velana ... NA NA A1
## 603 Mundri Airstrip NA NA A2
## 604 Yakataga Air... NA NA A2
## 605 Iquitos-Coro... NA NA A1
## 606 Medhafushi W... NA NA A2
## 607 Fukue Airpor... NA NA A2
## 608 New Orleans-... NA NA O2
## 609 Laguna del T... NA NA A1
## 610 Igaratinga-S... NA NA A1
## 611 near Balad NA NA A1
## 612 Mendoza-El P... NA NA A2
## 613 El Chico, Ch... NA NA A1
## 614 Parque Nacio... NA NA C1
## 615 Novosibirsk-... NA NA A1
## 616 Caño Amarill... NA NA C1
## 617 Mysore Airpo... NA NA A2
## 618 North Bay Ai... NA NA O2
## 619 North Bay Ai... NA NA O2
## 620 Sion Airport... NA NA A2
## 621 Naujaat Airp... NA NA A2
## 622 George Town-... NA NA A2
## 623 Wobagen Airs... NA NA A2
## 624 Garowe Airpo... NA NA A2
## 625 Lufkin Angel... NA NA A2
## 626 Edmonton Int... NA NA A2
## 627 Jesús María ... NA NA A1
## 628 near Zolota Slobo... NA NA A1
## 629 southern Belize NA NA C1
## 630 Leadville Ai... NA NA A2
## 631 Parque Nacio... NA NA A1
## 632 Farmingdale-... NA NA A1
## 633 Kawemhaken-L... NA NA A2