wa-hikes.md

bushwalk_url <- "http://trailswa.com.au/trails/trail-types/bush-walk/"

library(polite)
library(rvest)
#> Loading required package: xml2
library(janitor)
#> 
#> Attaching package: 'janitor'
#> The following objects are masked from 'package:stats':
#> 
#>     chisq.test, fisher.test
library(tidyverse)

bushwalk_data <- bow(bushwalk_url) %>% 
  scrape() %>% 
  html_table() %>% 
  pluck(1) %>% 
  as_tibble() %>% 
  clean_names() %>% 
  mutate(length_km = parse_number(length))
#> Warning: Problem with `mutate()` input `length_km`.
#> ℹ 7 parsing failures.
#> row col expected actual
#>  78  -- a number     --
#> 109  -- a number     --
#> 255  -- a number     --
#> 299  -- a number     --
#> 328  -- a number     --
#> ... ... ........ ......
#> See problems(...) for more details.
#> 
#> ℹ Input `length_km` is `parse_number(length)`.
#> Warning: 7 parsing failures.
#> row col expected actual
#>  78  -- a number     --
#> 109  -- a number     --
#> 255  -- a number     --
#> 299  -- a number     --
#> 328  -- a number     --
#> ... ... ........ ......
#> See problems(...) for more details.

bushwalk_data %>% 
  filter(length_km > 15) %>% 
  arrange(-length_km) %>% 
  tibble::rowid_to_column("number") %>% 
  knitr::kable()

number	trail_name	top_trail	rating	region	time	length	difficulty	length_km
1	Bibbulmun Track, Kalamunda to Albany	This is a Top Trail	5 Reviews	Perth, South West	Multiple day	1000km	Moderate	1000.0
2	Easy Walk Trail, Ellis Brook Valley, Gosnells		1 Reviews	Perth	1-3 hours	(Loop) 750 metreskm	Easy	750.0
3	Pilgrim Trail, Subiaco to New Norcia		2 Reviews	Perth	Multiple day	202km	Moderate	202.0
4	Cape to Cape Track, Margaret River	This is a Top Trail	4 Reviews	South West	Multiple day	123km	Moderate	123.0
5	Kep Track, Mundaring to Northam		5 Reviews	Perth	Multiple day	75km	Easy	75.0
6	Denmark to Nornalup Heritage Rail Trail		3 Reviews	South West	Full day	54.5km	Easy	54.5
7	Coastal Plain Walk Trail, Yanchep NP to Melaleuca CP		3 Reviews	Perth	Multiple day	52km	Difficult	52.0
8	Collie Darkan Rail Trail		4 Reviews	South West	Multiple day	47km	Easy	47.0
9	Railway Reserves Heritage Trail, Perth Hills	This is a Top Trail	14 Reviews	Perth	Full day	(Loop) 41km	Easy	41.0
10	Old Timberline and Sidings Rail Trails, Nannup	This is a Top Trail	2 Reviews	South West	Multiple day	(Loop) 37km	Easy	37.0
11	Mamang Trail, Fitzgerald River NP		1 Reviews	Golden Outback	Multiple day	31 km	Moderate	31.0
12	Yaberoo Budjara Heritage Trail, Yanchep		3 Reviews	Perth	Multiple day	28km	Moderate	28.0
13	Hakea Walk Trail, East Fitzgerald NP	This is a Top Trail	2 Reviews	Golden Outback	Multiple day	23km	Moderate	23.0
14	Wadandi Track, Margaret River	This is a Top Trail	4 Reviews	South West	Full day	23km	Easy	23.0
15	Yange Kep Bidi, Perth Western Suburbs		Be first to review!	Perth	Full day	21.2km	Easy	21.2
16	Wiilman Bilya Trail, Collie		1 Reviews	South West	Full day	19.7km	Moderate	19.7
17	Bibbulmun Wellington Spur Trail, Wellington NP		Be first to review!	South West	Multiple day	19km	Moderate	19.0
18	King Jarrah Heritage Trail, Lane Poole, Dwellingup		2 Reviews	Perth	Half day	(Loop) 18km	Difficult	18.0
19	Cockatoo Walk Trail, Yanchep NP		1 Reviews	Perth	Full day	(Loop) 17.5km	Moderate	17.5
20	Wardun Beelier Bidi, Perth Western Suburbs		Be first to review!	Perth	Half day	(Loop) 17.4kmkm	Easy	17.4
21	Coastal Trail, Cape Le Grand NP	This is a Top Trail	3 Reviews	Golden Outback	Multiple day	17km	Difficult	17.0
22	Greenough River Nature Trail		2 Reviews	Coral Coast	Full day	(Loop) 17km	Moderate	17.0
23	Kitty’s Gorge, Serpentine NP, Jarrahdale	This is a Top Trail	17 Reviews	Perth	Half day	16.5km	Moderate	16.5
24	Sullivan Rock to Mt Cooke, Darling Range	This is a Top Trail	3 Reviews	Perth	Full day	16.5km	Difficult	16.5
25	Bush to Beach Trail, Perth Western Suburbs		Be first to review!	Perth	Half day	16.3km	Easy	16.3
26	Greenbushes Loop		2 Reviews	South West	Half day	(Loop) 16km	Moderate	16.0

^{Created on 2020-10-12 by the reprex package (v0.3.0)}