v1_intro.RmdThe sfo package provides monthly statistics of San Francisco International (SFO) airport air traffic between July 2005 and December 2022. That includes the following two datasets:
sfo_passengers - air traffic passengers statisticssfo_stats - air traffic landing statisticsThe sfo_passengers dataset focuses on monthly air passengers statistics, and it contains the following fields:
activity_period - Activity year and month in YYYYMM formatoperating_airline -Airline name for the aircraft operatoroperating_airline_iata_code -The International Air Transport Association (IATA) two-letter designation for the Operating Airlinepublished_airline -Airline name that issues the ticket and books revenue for passenger activitypublished_airline_iata_code -The International Air Transport Association (IATA) two-letter designation for the Published Airlinegeo_summary -The flights’ classification by domestic for flights that arrived from or departed to a destination within the United States and international for destinations outside the United Statesgeo_region - The flight origin/destination geographic region detailsactivity_type_code -A description of the physical action a passenger took in relation to a flight, which includes boarding a flight (“enplanements”), getting off a flight (“deplanements”) and transiting to another location (“intransit”)price_category_code -A categorization of whether a Published Airline is a low-cost carrier or not a low-cost carrierterminal -The airport’s terminal designations at SFO where passenger activity took placeboarding_area -The airport’s boarding area designations at SFO where passenger activity took placepassenger_count -The number of monthly passengers associated with the above attribute fieldsData source: San Francisco data portal (DataSF) API
library(sfo)
data("sfo_passengers")
str(sfo_passengers)
#> 'data.frame': 50730 obs. of 12 variables:
#> $ activity_period : int 202212 202212 202212 202212 202212 202212 202212 202212 202212 202212 ...
#> $ operating_airline : chr "EVA Airways" "EVA Airways" "Emirates" "Emirates" ...
#> $ operating_airline_iata_code: chr "BR" "BR" "EK" "EK" ...
#> $ published_airline : chr "EVA Airways" "EVA Airways" "Emirates" "Emirates" ...
#> $ published_airline_iata_code: chr "BR" "BR" "EK" "EK" ...
#> $ geo_summary : chr "International" "International" "International" "International" ...
#> $ geo_region : chr "Asia" "Asia" "Middle East" "Middle East" ...
#> $ activity_type_code : chr "Deplaned" "Enplaned" "Deplaned" "Enplaned" ...
#> $ price_category_code : chr "Other" "Other" "Other" "Other" ...
#> $ terminal : chr "International" "International" "International" "International" ...
#> $ boarding_area : chr "G" "G" "A" "A" ...
#> $ passenger_count : int 12405 15151 13131 14985 2543 2883 1772 1370 2817 1987 ...
head(sfo_passengers)
#> activity_period operating_airline operating_airline_iata_code
#> 1 202212 EVA Airways BR
#> 2 202212 EVA Airways BR
#> 3 202212 Emirates EK
#> 4 202212 Emirates EK
#> 5 202212 Flair Airlines, Ltd. F8
#> 6 202212 Flair Airlines, Ltd. F8
#> published_airline published_airline_iata_code geo_summary geo_region
#> 1 EVA Airways BR International Asia
#> 2 EVA Airways BR International Asia
#> 3 Emirates EK International Middle East
#> 4 Emirates EK International Middle East
#> 5 Flair Airlines, Ltd. F8 International Canada
#> 6 Flair Airlines, Ltd. F8 International Canada
#> activity_type_code price_category_code terminal boarding_area
#> 1 Deplaned Other International G
#> 2 Enplaned Other International G
#> 3 Deplaned Other International A
#> 4 Enplaned Other International A
#> 5 Deplaned Low Fare International A
#> 6 Enplaned Low Fare International A
#> passenger_count
#> 1 12405
#> 2 15151
#> 3 13131
#> 4 14985
#> 5 2543
#> 6 2883The sfo_stats dataset focuses on monthly landing statistics, and it contains the following fields:
activity_period - Activity year and month in YYYYMM formatoperating_airline -Airline name for the aircraft operatoroperating_airline_iata_code -The International Air Transport Association (IATA) two-letter designation for the Operating Airlinepublished_airline -Airline name that issues the ticket and books revenue for passenger activitypublished_airline_iata_code -The International Air Transport Association (IATA) two-letter designation for the Published Airlinegeo_summary -The flights’ classification by domestic for flights that arrived from or departed to a destination within the United States and international for destinations outside the United Statesgeo_region - The flight origin/destination geographic region detailslanding_aircraft_type - A designation for three types of aircraft that landed at SFO, which includes passenger aircraft, cargo-only aircraft (“freighters”), or combination aircraft (“combi”)aircraft_body_type - A designation that is independent from Landing Aircraft Type, which determines whether commercial aircraft landed at SFO is a wide body-jet, narrow-body jet, regional-jet or a propeller operated aircraftaircraft_manufacturer - Manufacturer name for the aircraft that landed at SFOaircraft_model - Model designation of aircraft by the manufactureraircraft_version - Variations of the Aircraft Model, also known as the “dash number”, designated by the manufacturer to segregate unique versions of the same modellanding_count - The number of aircraft landings associated with General and Landings Statistics attribute fieldstotal_landed_weight - The aircraft landed weight (in pounds) associated with General and Landings Statistics attribute fieldsData source: San Francisco data portal (DataSF) API
library(sfo)
data("sfo_stats")
str(sfo_stats)
#> 'data.frame': 57381 obs. of 14 variables:
#> $ activity_period : int 202212 202212 202212 202212 202212 202212 202212 202212 202212 202212 ...
#> $ operating_airline : chr "Air Canada" "Delta Air Lines" "Delta Air Lines" "WestJet Airlines" ...
#> $ operating_airline_iata_code: chr "AC" "DL" "DL" "WS" ...
#> $ published_airline : chr "Air Canada" "Delta Air Lines" "Delta Air Lines" "WestJet Airlines" ...
#> $ published_airline_iata_code: chr "AC" "DL" "DL" "WS" ...
#> $ geo_summary : chr "International" "Domestic" "Domestic" "International" ...
#> $ geo_region : chr "Canada" "US" "US" "Canada" ...
#> $ landing_aircraft_type : chr "Passenger" "Passenger" "Passenger" "Passenger" ...
#> $ aircraft_body_type : chr "Wide Body" "Narrow Body" "Narrow Body" "Narrow Body" ...
#> $ aircraft_manufacturer : chr "Boeing" "Airbus" "Airbus" "Boeing" ...
#> $ aircraft_model : chr "B773" "A319" "A320" "B38M" ...
#> $ aircraft_version : chr "-" "-" "-" "-" ...
#> $ landing_count : int 1 163 43 5 5 3 22 33 19 269 ...
#> $ total_landed_weight : int 554000 22459444 6114514 764000 646000 438900 8360000 5660127 2779700 42313700 ...
head(sfo_stats)
#> activity_period operating_airline operating_airline_iata_code
#> 1 202212 Air Canada AC
#> 2 202212 Delta Air Lines DL
#> 3 202212 Delta Air Lines DL
#> 4 202212 WestJet Airlines WS
#> 5 202212 WestJet Airlines WS
#> 6 202212 WestJet Airlines WS
#> published_airline published_airline_iata_code geo_summary geo_region
#> 1 Air Canada AC International Canada
#> 2 Delta Air Lines DL Domestic US
#> 3 Delta Air Lines DL Domestic US
#> 4 WestJet Airlines WS International Canada
#> 5 WestJet Airlines WS International Canada
#> 6 WestJet Airlines WS International Canada
#> landing_aircraft_type aircraft_body_type aircraft_manufacturer aircraft_model
#> 1 Passenger Wide Body Boeing B773
#> 2 Passenger Narrow Body Airbus A319
#> 3 Passenger Narrow Body Airbus A320
#> 4 Passenger Narrow Body Boeing B38M
#> 5 Passenger Narrow Body Boeing B737
#> 6 Passenger Narrow Body Boeing B738
#> aircraft_version landing_count total_landed_weight
#> 1 - 1 554000
#> 2 - 163 22459444
#> 3 - 43 6114514
#> 4 - 5 764000
#> 5 - 5 646000
#> 6 - 3 438900