I want to scrape the US apps of Play Store, but I am in Brazil.
How can I fake my location using R? I am using Firefox.
This is my code:
urls <- c('https://play.google.com/store/apps/collection/cluster?clp=0g4jCiEKG3RvcHNlbGxpbmdfZnJlZV9BUFBMSUNBVElPThAHGAM%3D:S:ANO1ljKs-KA&gsr=CibSDiMKIQobdG9wc2VsbGluZ19mcmVlX0FQUExJQ0FUSU9OEAcYAw%3D%3D:S:ANO1ljL40zU',
'https://play.google.com/store/apps/collection/cluster?clp=0g4jCiEKG3RvcHNlbGxpbmdfcGFpZF9BUFBMSUNBVElPThAHGAM%3D:S:ANO1ljLdnoU&gsr=CibSDiMKIQobdG9wc2VsbGluZ19wYWlkX0FQUExJQ0FUSU9OEAcYAw%3D%3D:S:ANO1ljIKVpg',
'https://play.google.com/store/apps/collection/cluster?clp=0g4fCh0KF3RvcGdyb3NzaW5nX0FQUExJQ0FUSU9OEAcYAw%3D%3D:S:ANO1ljLe6QA&gsr=CiLSDh8KHQoXdG9wZ3Jvc3NpbmdfQVBQTElDQVRJT04QBxgD:S:ANO1ljKx5Ik',
'https://play.google.com/store/apps/collection/cluster?clp=0g4cChoKFHRvcHNlbGxpbmdfZnJlZV9HQU1FEAcYAw%3D%3D:S:ANO1ljJ_Y5U&gsr=Ch_SDhwKGgoUdG9wc2VsbGluZ19mcmVlX0dBTUUQBxgD:S:ANO1ljL4b8c',
'https://play.google.com/store/apps/collection/cluster?clp=0g4cChoKFHRvcHNlbGxpbmdfcGFpZF9HQU1FEAcYAw%3D%3D:S:ANO1ljLtt38&gsr=Ch_SDhwKGgoUdG9wc2VsbGluZ19wYWlkX0dBTUUQBxgD:S:ANO1ljJCqyI',
'https://play.google.com/store/apps/collection/cluster?clp=0g4YChYKEHRvcGdyb3NzaW5nX0dBTUUQBxgD:S:ANO1ljLhYwQ&gsr=ChvSDhgKFgoQdG9wZ3Jvc3NpbmdfR0FNRRAHGAM%3D:S:ANO1ljIKta8')
flw_rk <- vector("list", length(urls))
df_total_rk = data.frame()
selCommand <- wdman::selenium(jvmargs = c("-Dwebdriver.firefox.verboseLogging=true"), retcommand = TRUE)
shell(selCommand, wait = FALSE, minimized = TRUE)
remDr <- remoteDriver(port = 4567L, browserName = "firefox")
remDr$open()
for (i in urls){
remDr$navigate(i)
for(j in 1:5){
remDr$executeScript(paste("scroll(0,",j*10000,");"))
Sys.sleep(3)
}
html_obj <- remDr$getPageSource(header = TRUE)[[1]] %>% read_html()
names <- html_obj %>% html_nodes(".WsMG1c.nnK0zc") %>% html_text()
flw_rk[[i]] <- data.frame(names = names, stringsAsFactors = F)
}
Just use a Virtual Private Network(VPN). No need for over-complicated solutions. I found one that is free and works best for me. Here's the link to the Google Play Store App:
https://play.google.com/store/apps/details?id=free.vpn.unblock.proxy.turbovpn
Also, You could try to download a VPN extension from the Mozilla Add-on store. Here's the link:
https://addons.mozilla.org/en-US/firefox/addon/setupvpn/
EDIT
This add-on will work for an unlimited amount of time. This is what I think will be the best choice for you now.
https://addons.mozilla.org/en-US/firefox/addon/touch-vpn/?src=search
You could just add gl=us at the end of the URL:
https://play.google.com/store/apps/collection/cluster?clp=0g4YChYKEHRvcGdyb3NzaW5nX0dBTUUQBxgD:S:ANO1ljLhYwQ&gsr=ChvSDhgKFgoQdG9wZ3Jvc3NpbmdfR0FNRRAHGAM%3D:S:ANO1ljIKta8&gl=us
This is how we solved the location issue when scraping the Play Store at SerpApi.
If you are using Linux you can spoof your location by using a proxy,
to use a proxy in linux(debian/ubuntu) do the following steps:
1.type sudo apt-get install proxychains
2.type proxychains <path to code>
Please note these steps are specific to debain and ubuntu but can be done using other operating linux sysytem's if you use the operating sytems package manager.
If you are using windows try using tor-browser which is based on firefox.Tor browser automatically sets up multiple proxys for you.However Tor is better for better for browsing and not technical(code) solutions
Another more flexible windows alternative for more technical(code) solutions is proxifier
Related
I’m new to web scraping. I can do the very basic stuff of scraping pages using URLs and css selector tools with R. Now I have run into problems.
For hobby purposes I would like to be able to scrape the following URL:
https://matchpadel.halbooking.dk/newlook/proc_baner.asp (a time slot booking system for sports)
However, the URL does not change when I navigate to different dates or adresses (‘Område’).
I have read a couple of similar problems suggesting to inspect the webpage, look under ’Network’ and then ‘XHR’ or ‘JS’ to find the data source of the table and get information from there. I am able to do this, but to be honest, I have no idea what to do from there.
I would like to retrieve data on what time slots are available across dates and adresses (the ‘Område’ drop down on the webpage).
If anyone is willing to help me and my understanding, it would be greatly appreciated.
Have a nice day!
The website you have linked looks to be run on Javascript which changes dynamically. You need to extract your desired information using RSelenium library which opens a browser and then you need to choose your dropdown and get data.
Find the sample code here to fire up firefox to your website. From here you can write codes to select different types of ‘Område’ dropdown and get the following table info using remdr$getPageSource() and then using Rvest functions to extract the data
# load libraries
library(RSelenium)
# open browser
selCommand <- wdman::selenium(jvmargs = c("-Dwebdriver.chrome.verboseLogging=true"), retcommand = TRUE)
Sys.sleep(2)
shell(selCommand, wait = FALSE, minimized = TRUE)
Sys.sleep(2)
remdr <- remoteDriver(port = 4567L, browserName = "firefox")
Sys.sleep(10)
remdr$open()
remdr$navigate(url = 'https://matchpadel.halbooking.dk/newlook/proc_baner.asp')
New to programming and trying to scrap data from the below site. When I run the below code it returns an empty dataset or table. Any help or alternatives will be greatly appreciated.
url <- "https://fasttrack.grv.org.au/Dog/Form?id=2003010003"
tab <- url %>% read_html %>%
html_node("dogruns_wrapper") %>%
html_text()
View(tab)
Have tried with xpath and same result and html_table() instead of text returns an error of no applicable method for 'html_table' applied to an object of class "xml_missing".
As Mislav stated, the table is generated with JavaScript, so your best option is RSelenium.
In addition, if you want to get the table, you can get it with less code if you use html_table().
My try:
# Load packages
library(rvest) #Loading the rvest package
library(magrittr) # for the '%>%' pipe symbols
library(RSelenium) # to get the loaded html of the webpage
# starting local RSelenium (this is the only way to start RSelenium that is working for me atm)
selCommand <- wdman::selenium(jvmargs = c("-Dwebdriver.chrome.verboseLogging=true"), retcommand = TRUE)
shell(selCommand, wait = FALSE, minimized = TRUE)
remDr <- remoteDriver(port = 4567L, browserName = "chrome")
remDr$open()
# define url
url <- "https://fasttrack.grv.org.au/Dog/Form?id=2003010003"
# go to website
remDr$navigate(url)
# as it's being loaded with JavaScript and it has a slow load, add a sleep here
Sys.sleep(10) # increase as needed
# get the html object of the webpage
html_obj <- remDr$getPageSource(header = TRUE)[[1]] %>% read_html()
# read the table in the html_obj
tab <- html_obj %>% html_table() %>% .[[1]]
Hope it helps! However, always check if webpages allow scraping before doing it!
Check Terms and conditions:
Except for the direct purpose of viewing, printing, accessing or
interacting with the Web Site for your own personal use or as
otherwise indicated on the Web Site or these Terms and Conditions, you
must not copy, reproduce, modify, communicate to the public, adapt,
transfer, distribute, download or store any of the contents of the Web
Site (including Race Information as described below), or incorporate
any part of the Web Site into another web site without GRV’s written
consent.
I tried using rvest to extract links of "VAI ALLA SCHEDA PRODOTTO" form this website:
https://www.asusworld.it/series.asp?m=Notebook#db_p=2
My R code:
library(rvest)
page.source <- read_html("https://www.asusworld.it/series.asp?m=Notebook#db_p=2")
version.block <- html_nodes(page.source, "a") %>% html_attr("href")
However, I can't get any links look like "/model.asp?p=2340487". How can I do?
element looks like this
You may utilize RSelenium to request the intended information from the website.
Load the relevant packages. (Please ensure that the R package 'wdman' is up-to-date.)
library("RSelenium")
library("wdman")
Initialize the R Selenium server (I use Firefox - recommended).
rD <- rsDriver(browser = "firefox", port = 4850L)
rd <- rD$client
Navigate to the URL (and set an appropriate waiting time).
rd$navigate("https://www.asusworld.it/series.asp?m=Notebook#db_p=2")
Sys.sleep(5)
Request the intended information (you may refer to, for example, the 'xpath' of the element).
element <- rd$findElement(using = 'xpath', "//*[#id='series']/div[2]/div[2]/div/div/div[2]/table/tbody/tr/td/div/a/div[2]")
Display the requested element (i.e., information).
element$getElementText()
[[1]]
[1] "VAI ALLA SCHEDA PRODOTTO"
A detailed tutorial is provided here (for OS, see this tutorial). Hopefully, this helps.
I am attempting to scrape this website using the rvest package in R. I have done it successfully with several other website but this one doesn't seem to work and I am not sure why.
I copied the xpath from inside chrome's inspector tool, but when i specify it in the rvest script it shows that it doesn't exist. Does it have anything to do with the fact that the table is generated and not static?
appreciate the help!
library(rvest)
library (tidyverse)
library(stringr)
library(readr)
a<-read_html("http://www.diversitydatakids.org/data/profile/217/benton-county#ind=10,12,15,17,13,20,19,21,24,2,22,4,34,35,116,117,123,99,100,127,128,129,199,201")
a<-html_node(a, xpath="//*[#id='indicator10']")
a<-html_table(a)
a
Regarding your question, yes, you are unable to get it because is being generated dynamically. In these cases, it's better to use the RSelenium library:
#Loading libraries
library(rvest) # to read the html
library(magrittr) # for the '%>%' pipe symbols
library(RSelenium) # to get the loaded html of the website
# starting local RSelenium (this is the only way to start RSelenium that is working for me atm)
selCommand <- wdman::selenium(jvmargs = c("-Dwebdriver.chrome.verboseLogging=true"), retcommand = TRUE)
shell(selCommand, wait = FALSE, minimized = TRUE)
remDr <- remoteDriver(port = 4567L, browserName = "chrome")
remDr$open()
#Specifying the url for desired website to be scrapped
url <- "http://www.diversitydatakids.org/data/profile/217/benton-county#ind=10,12,15,17,13,20,19,21,24,2,22,4,34,35,116,117,123,99,100,127,128,129,199,201"
# go to website
remDr$navigate(url)
# get page source and save it as an html object with rvest
html_obj <- remDr$getPageSource(header = TRUE)[[1]] %>% read_html()
# get the element you are looking for
a <-html_node(html_obj, xpath="//*[#id='indicator10']")
I guess that you are trying to get the first table. In that case, maybe it's better to just get the table with read_table:
# get the table with the indicator10 id
indicator10_table <-html_node(html_obj, "#indicator10 table") %>% html_table()
I'm using the CSS selector this time instead of the XPath.
Hope it helps! Happy scraping!
So I'm not 100% sure this is possible, but I found a good solution in Ruby and in python, so I was wondering if something similar might work in R.
Basically, given a URL, I want to render that URL, take a screenshot of the rendering as a .png, and save the screenshot to a specified folder. I'd like to do all of this on a headless linux server.
Is my best solution here going to be running system calls to a tool like CutyCapt, or does there exist an R-based toolset that will help me solve this problem?
You can take screenshots using Selenium:
library(RSelenium)
rD <- rsDriver(browser = "phantomjs")
remDr <- rD[['client']]
remDr$navigate("http://www.r-project.org")
remDr$screenshot(file = tf <- tempfile(fileext = ".png"))
shell.exec(tf) # on windows
remDr$close()
rD$server$stop()
In earlier versions, you were able to do:
library(RSelenium)
startServer()
remDr <- remoteDriver$new()
remDr$open()
remDr$navigate("http://www.r-project.org")
remDr$screenshot(file = tf <- tempfile(fileext = ".png"))
shell.exec(tf) # on windows
I haven't tested it, but this open source project seems to do exactly that: https://github.com/wch/webshot
It is a easy as:
library(webshot)
webshot("https://www.r-project.org/", "r.png")