https://github.com/ITSLeeds/pctCorridors

Place to extract estimates of potential cycling levels along 'corridors' - clusters of origin and destination zones
https://github.com/ITSLeeds/pctCorridors

Last synced: 3 months ago
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Place to extract estimates of potential cycling levels along 'corridors' - clusters of origin and destination zones

• Host: GitHub
• URL: https://github.com/ITSLeeds/pctCorridors
• Owner: ITSLeeds
• Created: 2019-02-20T16:49:31.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-02-25T13:30:50.000Z (over 5 years ago)
• Last Synced: 2024-05-14T15:36:11.440Z (6 months ago)
• Size: 2.93 KB
• Stars: 2
• Watchers: 6
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.Rmd

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README

        
---

output: github_document

---

```{r}

# set-up:

# get data from: http://wicid.ukdataservice.ac.uk/cider/wicid/downloads.php

library(tidyverse)

library(stplanr)

library(sf)

library(tmap)

ttm()

```

Aim: Plot from the MSOAs below as origins, through to Bradford 039 (E02002221):

Input data:

```{r}

unzip("wu02ew_v2.zip")

od_all = read_csv("wu02ew_v2.csv")

```

```{r}

zones_origin =  c("E02002197",

  "E02002204",

  "E02002200",

  "E02002202",

  "E02002207",

  "E02002216"

  )

zones_destination = "E02002221"

od_all_small = od_all %>%

 filter(`Area of residence` %in% zones_origin &

   `Area of workplace` %in% zones_destination

   )

```

```{r}

z = read_sf("https://github.com/npct/pct-outputs-regional-notR/raw/master/commute/msoa/west-yorkshire/z.geojson")

desire_lines = od2line(flow = od_all_small, z)

desire_lines$distance = as.numeric(st_length(desire_lines)) / 1000

mapview::mapview(desire_lines, zcol = "All categories: Age 16 and over")

# tm_shape(desire_lines) +

#   tm_lines(col = "All categories: Age 16 and over")

d = desire_lines %>% 

  select(

    `Area of workplace`,

    commutes = `All categories: Age 16 and over`,

    distance) %>% 

  st_drop_geometry()

knitr::kable(d)

sum(d$commutes)

```

Result: http://rpubs.com/RobinLovelace/470831