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December 18, 2020 14:09
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Scrape EASA Noise Excel files
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library(readxl) | |
library(lubridate) | |
# data from | |
# https://www.easa.europa.eu/domains/environment/easa-certification-noise-levels | |
# | |
# https://www.easa.europa.eu/sites/default/files/dfu/MAdB%20Heavy%20Prop%28200914%29.xlsm | |
# https://www.easa.europa.eu/sites/default/files/dfu/MAdB%20JETS%28201015%29.xlsm | |
# https://www.easa.europa.eu/sites/default/files/dfu/MAdB%20Light%20Prop%28201012%29.xlsm | |
# https://www.easa.europa.eu/sites/default/files/dfu/MAdB%20HELICOPTERS%28201012%29.xlsm | |
# HEAVY ---- | |
heavy_raw <- read_xlsx("/Users/espin/Downloads/MAdB Heavy Prop(200914).xlsm", | |
skip = 6, | |
col_names = FALSE) | |
heavy <- heavy_raw %>% | |
rename( | |
# record part | |
record_number = ...1, | |
tcdsn_number = ...2, | |
issue_number = ...3, | |
issue_date = ...4) %>% | |
rename( | |
# airframe type part | |
airframe_type_certificate_holder = ...6, | |
airframe_type_designation = ...7, | |
airframe_variant_popular_name = ...8, | |
airframe_modification_number = ...9, | |
airframe_modification_description = ...10, | |
airframe_mtow = ...11, | |
airframe_mlw = ...12, | |
airframe_notes = ...13) %>% | |
rename( | |
# engine part | |
engine_manufacturer = ...15, | |
engine_type_designation = ...16, | |
engine_modification_number = ...17, | |
engine_modification_description = ...18, | |
engine_notes = ...19) %>% | |
rename( | |
# propeller | |
propeller_manufacturer = ...21, | |
propeller_type_designation = ...22, | |
propeller_modification_number = ...23, | |
propeller_modification_description = ...24) %>% | |
rename( | |
# regulation | |
regulation_regulation = ...26, | |
regulation_edition_amendment = ...27, | |
regulation_chapter = ...28, | |
regulation_notes = ...29) %>% | |
rename( | |
# noise levels part | |
noise_levels_lateral_full_power_level = ...31, | |
noise_levels_lateral_full_power_limit = ...32, | |
noise_levels_lateral_full_power_margin = ...33, | |
noise_levels_lateral_full_power_notes = ...34, | |
noise_levels_flyover_level = ...35, | |
noise_levels_flyover_limit = ...36, | |
noise_levels_flyover_margin = ...37, | |
noise_levels_flyover_notes = ...38, | |
noise_levels_approach_level = ...39, | |
noise_levels_approach_limit = ...40, | |
noise_levels_approach_margin = ...41, | |
noise_levels_approach_notes = ...42) %>% | |
rename( | |
# meta | |
notes = ...44, | |
revision_record_added = ...46, | |
revision_record_amended = ...47, | |
revision_record_notes = ...48 | |
) %>% | |
mutate(issue_date = as_date(issue_date), | |
revision_record_added = as_date(revision_record_added), | |
revision_record_amended = as_date(revision_record_amended)) %>% | |
select(-starts_with("...")) | |
# JET ---- | |
jet_raw <- read_xlsx("/Users/espin/Downloads/MAdB JETS(201015).xlsm", | |
skip = 6, | |
col_names = FALSE) | |
jet <- jet_raw %>% | |
rename( | |
# record part | |
record_number = ...1, | |
tcdsn_number = ...2, | |
issue_number = ...3, | |
issue_date = ...4) %>% | |
mutate(issue_date = as_date(issue_date)) %>% | |
rename( | |
# airframe type part | |
airframe_type_certificate_holder = ...6, | |
airframe_type_designation = ...7, | |
airframe_popular_name = ...8, | |
airframe_variant = ...9, | |
airframe_modification_number = ...10, | |
airframe_modification_description = ...11, | |
airframe_mtow = ...12, | |
airframe_mlw = ...13, | |
airframe_notes = ...14) %>% | |
rename( | |
# engine part | |
engine_manufacturer = ...16, | |
engine_type_designation = ...17, | |
engine_modification_number = ...18, | |
engine_modification_description = ...19, | |
engine_number_of_engines = ...20) %>% | |
rename( | |
# regulation | |
regulation_regulation = ...22, | |
regulation_edition_amendment = ...23, | |
regulation_chapter = ...24, | |
regulation_notes = ...25) %>% | |
rename( | |
# noise levels part | |
epndb_lateral_level = ...27, | |
epndb_lateral_limit = ...28, | |
epndb_lateral_margin = ...29, | |
epndb_lateral_notes = ...30, | |
epndb_flyover_level = ...31, | |
epndb_flyover_limit = ...32, | |
epndb_flyover_margin = ...33, | |
epndb_flyover_notes = ...34, | |
epndb_approach_level = ...35, | |
epndb_approach_limit = ...36, | |
epndb_approach_margin = ...37, | |
epndb_approach_notes = ...38, | |
epndb_cumulative_level = ...39, | |
epndb_cumulative_limit = ...40, | |
epndb_cumulative_margin = ...41, | |
) %>% | |
rename( | |
# meta | |
notes = ...43, | |
revision_record_added = ...45, | |
revision_record_amended = ...46, | |
revision_record_notes = ...47 | |
) %>% | |
mutate(revision_record_added = as_date(revision_record_added), | |
revision_record_amended = as_date(revision_record_amended)) %>% | |
select(-starts_with("...")) | |
# LIGHT ---- | |
light_raw <- read_xlsx("/Users/espin/Downloads/MAdB Light Prop(201012).xlsm", | |
skip = 6, | |
col_names = FALSE) | |
light <- light_raw %>% | |
rename( | |
# record part | |
record_number = ...1, | |
tcdsn_number = ...2, | |
issue_number = ...3, | |
issue_date = ...4) %>% | |
rename( | |
# airframe type part | |
airframe_type_certificate_holder = ...6, | |
airframe_type_designation = ...7, | |
airframe_popular_name = ...8, | |
airframe_modification_number = ...9, | |
airframe_modification_description = ...10, | |
airframe_mtow = ...11, | |
airframe_notes = ...12) %>% | |
rename( | |
# engine part | |
engine_manufacturer = ...14, | |
engine_type_designation = ...15, | |
engine_modification_number = ...16, | |
engine_modification_description = ...17, | |
engine_notes = ...18) %>% | |
rename( | |
# muffler part | |
muffler_manufacturer = ...20, | |
muffler_part_number = ...21, | |
muffler_description = ...22, | |
muffler_notes = ...23) %>% | |
rename( | |
# propeller | |
propeller_manufacturer = ...25, | |
propeller_hub_blade_designation = ...26, | |
propeller_modification_number = ...27, | |
propeller_modification_description = ...28) %>% | |
rename( | |
# regulation | |
regulation_regulation = ...30, | |
regulation_edition_amendment = ...31, | |
regulation_chapter = ...32) %>% | |
rename( | |
# noise levels part | |
epndb_overflight_level = ...34, | |
epndb_overflight_limit = ...35, | |
epndb_overflight_margin = ...36, | |
epndb_takeoff_level = ...37, | |
epndb_takeoff_limit = ...38, | |
epndb_takeoff_margin = ...39) %>% | |
rename( | |
# meta | |
notes = ...41, | |
revision_record_added = ...43, | |
revision_record_amended = ...44, | |
revision_record_notes = ...45 | |
) %>% | |
mutate(issue_date = as_date(issue_date), | |
revision_record_added = as_date(revision_record_added), | |
revision_record_amended = as_date(revision_record_amended)) %>% | |
select(-starts_with("...")) | |
# HELI ---- | |
heli_raw <- read_xlsx("/Users/espin/Downloads/MAdB HELICOPTERS(201012).xlsm", | |
skip = 6, | |
col_names = FALSE) | |
heli <- heli_raw %>% | |
rename( | |
# record part | |
record_number = ...1, | |
tcdsn_number = ...2, | |
issue_number = ...3, | |
issue_date = ...4) %>% | |
rename( | |
# airframe type part | |
airframe_type_certificate_holder = ...6, | |
airframe_type_designation = ...7, | |
airframe_variant = ...8, | |
airframe_modification_number = ...9, | |
airframe_modification_description = ...10, | |
airframe_mtow = ...11, | |
airframe_mlw = ...12, | |
airframe_notes = ...13) %>% | |
rename( | |
# engine part | |
engine_manufacturer = ...15, | |
engine_type_designation = ...16, | |
engine_modification_number = ...17, | |
engine_modification_description = ...18) %>% | |
rename( | |
# regulation | |
regulation_regulation = ...20, | |
regulation_edition_amendment = ...21, | |
regulation_chapter = ...22, | |
regulation_notes = ...23) %>% | |
rename( | |
# propeller | |
noise_levels_chapter11_overflight_level = ...25, | |
noise_levels_chapter11_overflight_limit = ...26, | |
noise_levels_chapter11_overflight_margin = ...27, | |
noise_levels_chapter11_overflight_notes = ...28) %>% | |
rename( | |
# noise levels part | |
noise_levels_takeoff_level = ...30, | |
noise_levels_takeoff_limit = ...31, | |
noise_levels_takeoff_margin = ...32, | |
noise_levels_takeoff_notes = ...33, | |
noise_levels_overflight_level = ...34, | |
noise_levels_overflight_limit = ...35, | |
noise_levels_overflight_margin = ...36, | |
noise_levels_overflight_notes = ...37, | |
noise_levels_approach_level = ...38, | |
noise_levels_approach_limit = ...39, | |
noise_levels_approach_margin = ...40, | |
noise_levels_approach_notes = ...41) %>% | |
rename( | |
# meta | |
notes = ...43, | |
revision_record_added = ...45, | |
revision_record_amended = ...46, | |
revision_record_notes = ...47 | |
) %>% | |
mutate(issue_date = as_date(issue_date), | |
revision_record_added = as_date(revision_record_added), | |
revision_record_amended = as_date(revision_record_amended)) %>% | |
select(-starts_with("...")) |
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