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```{r} Stations = read.csv(file = "Stations/Combined.csv") LSOA21 = st_read("Shapefiles/21LSOA/LSOA_(Dec_2021)_Boundaries_Full_Clipped_EW_(BFC).shp") LSOA0121 = st_read("Shapefiles/0121/0121.shp") ETH21 = read.csv(file = "Ethnicity/Manchester/2021ETH.csv") OSGB36 = "+init=epsg:27700 +towgs84=375,-111,431,0,0,0,0" ``` ```{r} MANLSNM21 = read.csv(file = "Shapefiles/MANLSNM/MANLSNM21..shp") ``` ```{r} LSOA21MAN = filter(LSOA21, LSOA21NM == c("Bury", "Bolton", "Tameside", "Trafford", "Manchester", "Oldham", "Rochdale", "Salford")) ``` ```{r} LSOA21NM = LSOA21MAN = gather(LSOA21NM) %>% separate(LSOA21NM, into = c("Area", "Short.Code")) ``` %>% group_by(key) %>% mutate(i1 = row_number()) %>% ungroup() %>% select(-key) %>% spread(header, value) %>% select(-i1) ``` LSOA21MAN = filter(LSOA21MAN, Area == c("Bury", "Bolton", "Tameside", "Trafford", "Manchester", "Oldham", "Rochdale", "Salford")) ``` ```{r} LSOA21MAN= separate(LSOA21, LSOA21NM, into = c("Area", "Short.Code")) ``` LSOA21MAN = filter(LSOA21MAN, Area == c("Bury", "Bolton", "Tameside", "Trafford", "Manchester", "Oldham", "Rochdale", "Salford")) 21Code 21Code = read.csv(file = "LSOACode/21Code.csv") separate(LSOA21NM, into = c("Area", "Short.Code")) ETH21 LSOA21 LSOA21CD Code flights2 |> left_join(airlines) #> Joining with `by = join_by(carrier)` DETHNames = DETHNames |> left_join(LSOA21NM,join_by("Code")) facet_wrap(~variety)
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