download flight data and select flight BEL40V

This commit is contained in:
lukasadrion
2026-01-05 13:49:56 +01:00
parent 54de757550
commit c925a49c80
4 changed files with 83 additions and 3073 deletions

5
flight_BEL40V.csv Normal file
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@@ -0,0 +1,5 @@
icao24,firstseen,lastseen,callsign,estdepartureairport,estarrivalairport,model,typecode,registration
44cdc6,1662053869.0,1662065618,BEL40V,NA,EBBR,A320 214,A320,OO-SNF
44cdc8,1662140070.0,1662153115,BEL40V,NA,EBBR,A320 214,A320,OO-SNH
44ce71,1662231623.0,1662245097,BEL40V,NA,EBBR,A320 112,A320,OO-SSQ
44d076,1662299689.0,1662312316,BEL40V,NA,EBBR,A320 214,A320,OO-TCV
1 icao24 firstseen lastseen callsign estdepartureairport estarrivalairport model typecode registration
2 44cdc6 1662053869.0 1662065618 BEL40V NA EBBR A320 214 A320 OO-SNF
3 44cdc8 1662140070.0 1662153115 BEL40V NA EBBR A320 214 A320 OO-SNH
4 44ce71 1662231623.0 1662245097 BEL40V NA EBBR A320 112 A320 OO-SSQ
5 44d076 1662299689.0 1662312316 BEL40V NA EBBR A320 214 A320 OO-TCV

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flight_FR9806.csv Normal file
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icao24,firstseen,lastseen,callsign,estdepartureairport,estarrivalairport,model,typecode,registration
44cdc6,1662053869.0,1662065618,BEL40V,NA,EBBR,A320 214,A320,OO-SNF
44cdc8,1662140070.0,1662153115,BEL40V,NA,EBBR,A320 214,A320,OO-SNH
44ce71,1662231623.0,1662245097,BEL40V,NA,EBBR,A320 112,A320,OO-SSQ
44d076,1662299689.0,1662312316,BEL40V,NA,EBBR,A320 214,A320,OO-TCV
1 icao24 firstseen lastseen callsign estdepartureairport estarrivalairport model typecode registration
2 44cdc6 1662053869.0 1662065618 BEL40V NA EBBR A320 214 A320 OO-SNF
3 44cdc8 1662140070.0 1662153115 BEL40V NA EBBR A320 214 A320 OO-SNH
4 44ce71 1662231623.0 1662245097 BEL40V NA EBBR A320 112 A320 OO-SSQ
5 44d076 1662299689.0 1662312316 BEL40V NA EBBR A320 214 A320 OO-TCV

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@@ -11,5 +11,76 @@ knitr::opts_chunk$set(echo = TRUE)
# Download data # Download data
from OpenSky https://opensky-network.org/datasets/states/#flights/ from OpenSky https://opensky-network.org/datasets/states/#flights/
```{r download} ```{r download}
library(openSkies) library(dplyr)
library(lubridate)
library(readr)
library(utils)
# -------------------------------
# Step 1: Define dates
# -------------------------------
dates <- seq(as.Date("2022-09-01"), as.Date("2022-09-05"), by = "days")
tmp_dir <- tempdir()
all_flights <- list()
# -------------------------------
# Step 2: Download each day's CSV
# -------------------------------
for(d in dates) {
d <- as.Date(d)
# korrekter Dateiname
file_name <- paste0("flight_sample_", d, ".csv.gz")
url <- paste0("https://s3.opensky-network.org/data-samples/flights/", file_name)
message("Downloading: ", url)
dest <- file.path(tmp_dir, file_name)
tryCatch({
download.file(url, dest, mode = "wb")
# CSV lesen
df <- read_csv(dest, col_types = cols(.default = "c"))
all_flights[[length(all_flights)+1]] <- df
}, error = function(e) {
warning("Failed to download ", file_name)
})
}
# -------------------------------
# Step 3: Combine all days
# -------------------------------
flight_data <- bind_rows(all_flights)
# -------------------------------
# Step 4: Inspect data
# -------------------------------
head(flight_data)
colnames(flight_data)
str(flight_data)
if(interactive()) {
View(flight_data)
}
# -------------------------------
# Step 5: Filter flight BEL40V
# -------------------------------
flight_number <- "BEL40V"
if("callsign" %in% colnames(flight_data)) {
flight_BEL40V <- flight_data %>%
filter(callsign == flight_number)
# save
write_csv(flight_BEL40V, "flight_BEL40V.csv")
# view first row
head(flight_BEL40V)
} else {
warning("Column 'callsign' not found in flight_data!")
}
``` ```

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