Acquire the Data

Data Sources

The idea of the cars project is to create a small dataset of cars available in India, with the intention to comparing prices, specs, fuel economy etc. across car types.

SIAM (Society of Indian Automobile Manufacturers): This is the manufacturer government facing association and they do have statistical data on sales and market share of cars by segment and category (though it is paid). They do have one pdf document on fuel economy by car type and engine capacity - SIAM Fuel Economy Data
ARAI (Automobile Research Association of India) - This is the government insitute responsible for providing certification and testing services and I would have expected them to have good database of specs and fuel economy for all the cars. Unfortunately, they don't have any public available data. A website called ARAI mileage seems to have a collected data but in a pdf very similiar to the SIAM format.
Car comparison websites - There are so many car comparison website avaiable - carwale.com, cardekho.com, overdrive.in, cartrade.com, zigwheels.com, auto.ndtv.com but most of them are setup to compare or select 3-4 cars at a time. We actually need a way to scrape the specification data for all the cars. Lets use one of these sites - Car Zoom which has good list of specs and price info.

Scraping Data

Lets start with getting all the car links out of the table pages. There are 11 pages so we will need to cycle through them to get the data.



In [1]:

    
library(rvest)
library(plyr)









    



Loading required package: xml2



In [2]:

    
baseurl <- "http://carzoom.in/car-specification/page/"



In [3]:

    
cars.link <- character(0)



In [7]:

    
# Write a function to get links on one page
get_links <- function(pagenum){
  url <- paste0(baseurl, pagenum)
  pg.links <-  read_html(url) %>%
               html_nodes(".car-model li a")%>%
               html_attr("href")
  pg.links
}



In [8]:

    
get_links(1)









    Out[8]:





	'http://carzoom.in/car-specification/ashok-leyland-stile-le-8-str-diesel/'
	'http://carzoom.in/car-specification/ashok-leyland-stile-ls-8-str-diesel/'
	'http://carzoom.in/car-specification/ashok-leyland-stile-lx-8-str-diesel/'
	'http://carzoom.in/car-specification/ashok-leyland-stile-ls-7-str-diesel/'
	'http://carzoom.in/car-specification/ashok-leyland-stile-ls-7-str-alloy-diesel/'
	'http://carzoom.in/car-specification/ashok-leyland-stile-lx-7-str-diesel/'
	'http://carzoom.in/car-specification/ashok-leyland-stile-lx-7-str-alloy-diesel/'
	'http://carzoom.in/car-specification/aston-martin-rapide-luxe-petrol/'
	'http://carzoom.in/car-specification/aston-martin-rapide-s-petrol/'
	'http://carzoom.in/car-specification/aston-martin-v12-vantage-coupe-petrol/'
	'http://carzoom.in/car-specification/aston-martin-v8-vantage-coupe-petrol/'
	'http://carzoom.in/car-specification/aston-martin-v8-vantage-s-coupe-petrol/'
	'http://carzoom.in/car-specification/aston-martin-v8-vantage-roadster-petrol/'
	'http://carzoom.in/car-specification/aston-martin-vanquish-v12-petrol/'
	'http://carzoom.in/car-specification/2016-audi-a8-l-50-tdi-quattro-premium-plus/'
	'http://carzoom.in/car-specification/2016-audi-a8-l-50-tdi-quattro/'
	'http://carzoom.in/car-specification/2016-audi-a8-l-60-tdi-quattro/'
	'http://carzoom.in/car-specification/2016-audi-a8-l-60-tfsi-quattro/'
	'http://carzoom.in/car-specification/2016-audi-a8-l-w12-quattro/'
	'http://carzoom.in/car-specification/2016-audi-a8-l-security/'
	'http://carzoom.in/car-specification/audi-a3-attraction-35-tdi-diesel/'
	'http://carzoom.in/car-specification/audi-a3-40-tfsi-premium-petrol/'
	'http://carzoom.in/car-specification/audi-a3-premium-35-tdi-diesel/'
	'http://carzoom.in/car-specification/audi-a3-premium-plus-35-tdi-diesel/'
	'http://carzoom.in/car-specification/audi-a3-technology-35-tdi-diesel/'
	'http://carzoom.in/car-specification/audi-a3-cabriolet-petrol/'
	'http://carzoom.in/car-specification/audi-a4-2-0-tdi-diesel/'
	'http://carzoom.in/car-specification/audi-a4-1-8-tfsi-petrol/'
	'http://carzoom.in/car-specification/audi-a4-2-0-tdi-multitronic-diesel/'
	'http://carzoom.in/car-specification/audi-a4-s4-3-0-tfsi-quattro-petrol/'
	'http://carzoom.in/car-specification/audi-a4-3-0-tdi-quattro-diesel/'
	'http://carzoom.in/car-specification/audi-a6-2-0-tdi-diesel/'
	'http://carzoom.in/car-specification/audi-a6-35-tfsi-petrol/'
	'http://carzoom.in/car-specification/audi-a6-3-0-tfsi-quattro-petrol/'
	'http://carzoom.in/car-specification/audi-a6-3-0-tdi-quattro-diesel/'
	'http://carzoom.in/car-specification/audi-a7-sportback-3-0-tdi-diesel/'
	'http://carzoom.in/car-specification/audi-a8-l-3-0-tdi-quattro-diesel/'
	'http://carzoom.in/car-specification/audi-a8-l-4-2-tdi-quattro-diesel/'
	'http://carzoom.in/car-specification/audi-a8-l-4-2-fsi-quattro-petrol/'
	'http://carzoom.in/car-specification/audi-a8-l-w12-petrol/'
	'http://carzoom.in/car-specification/audi-q3-30-tdi-s-edition-diesel/'
	'http://carzoom.in/car-specification/audi-q3-35-tdi-quattro-premium-diesel/'
	'http://carzoom.in/car-specification/audi-q3-35-tdi-quattro-premium-plus-diesel/'
	'http://carzoom.in/car-specification/audi-q5-2-0-tfsi-quattro-petrol/'
	'http://carzoom.in/car-specification/audi-q5-2-0-tdi-quattro-diesel/'
	'http://carzoom.in/car-specification/audi-q5-3-0-tdi-quattro-diesel/'
	'http://carzoom.in/car-specification/audi-q7-premium-plus/'
	'http://carzoom.in/car-specification/audi-q7-technology/'
	'http://carzoom.in/car-specification/audi-r8-4-2-fsi-quattro-petrol/'
	'http://carzoom.in/car-specification/audi-r8-5-2-v10-coupe-petrol/'
	'http://carzoom.in/car-specification/audi-r8-5-2-v10-spyder-petrol/'
	'http://carzoom.in/car-specification/audi-r8-5-2-v10-plus-petrol/'
	'http://carzoom.in/car-specification/audi-r8-v10-pluspetrol/'
	'http://carzoom.in/car-specification/audi-rs5-coupe/'
	'http://carzoom.in/car-specification/audi-rs6-avant/'
	'http://carzoom.in/car-specification/audi-rs7-sportback/'
	'http://carzoom.in/car-specification/audi-s5-sportback-petrol/'
	'http://carzoom.in/car-specification/audi-s6-4-0-tfsi-petrol/'
	'http://carzoom.in/car-specification/audi-tt-45-tfsi-petrol/'
	'http://carzoom.in/car-specification/bentley-continental-flying-spur-w12-petrol/'
	'http://carzoom.in/car-specification/bentley-continental-gt-petrol/'
	'http://carzoom.in/car-specification/bentley-continental-gtc-convertible-petrol/'
	'http://carzoom.in/car-specification/bentley-mulsanne-v8-petrol/'
	'http://carzoom.in/car-specification/2016-bmw-x1-sdrive20d-expedition/'
	'http://carzoom.in/car-specification/2016-bmw-x1-sdrive-20d-xline/'
	'http://carzoom.in/car-specification/2016-bmw-x1-xdrive-20d-xline/'
	'http://carzoom.in/car-specification/2016-bmw-x1-xdrive-20d-m-sport/'
	'http://carzoom.in/car-specification/2016-bmw-x5-xdrive-30d-expedition/'
	'http://carzoom.in/car-specification/2016-bmw-x5-xdrive-30d-design-pure-experience-5-seater/'
	'http://carzoom.in/car-specification/2016-bmw-x5-xdrive-30d-design-pure-experience-7-seater/'
	'http://carzoom.in/car-specification/2016-bmw-x5-xdrive-30d-m-sport/'
	'http://carzoom.in/car-specification/bmw-1-series-118d-sport-line-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-320d-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-320d-sport-line-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-320d-luxury-line-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-328i-sport-line-petrol/'
	'http://carzoom.in/car-specification/bmw-3-series-gt-320d-sport-linediesel/'
	'http://carzoom.in/car-specification/bmw-3-series-gt-320d-gt-luxury-line-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-320d-prestige-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-gt-320d-sport-line-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-320d-sport-line-diesel-2/'
	'http://carzoom.in/car-specification/bmw-3-series-320d-luxury-line-diesel-2/'
	'http://carzoom.in/car-specification/bmw-3-series-gt-320d-luxury-line-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-320d-m-sportdiesel/'



In [9]:

    
# Cycle through the 11 pages and get all the links
for (i in 1:11) {
    links <- get_links(i)
    cars.link <- c(cars.link, links)
}



In [10]:

    
cars.link









    Out[10]:





	'http://carzoom.in/car-specification/ashok-leyland-stile-le-8-str-diesel/'
	'http://carzoom.in/car-specification/ashok-leyland-stile-ls-8-str-diesel/'
	'http://carzoom.in/car-specification/ashok-leyland-stile-lx-8-str-diesel/'
	'http://carzoom.in/car-specification/ashok-leyland-stile-ls-7-str-diesel/'
	'http://carzoom.in/car-specification/ashok-leyland-stile-ls-7-str-alloy-diesel/'
	'http://carzoom.in/car-specification/ashok-leyland-stile-lx-7-str-diesel/'
	'http://carzoom.in/car-specification/ashok-leyland-stile-lx-7-str-alloy-diesel/'
	'http://carzoom.in/car-specification/aston-martin-rapide-luxe-petrol/'
	'http://carzoom.in/car-specification/aston-martin-rapide-s-petrol/'
	'http://carzoom.in/car-specification/aston-martin-v12-vantage-coupe-petrol/'
	'http://carzoom.in/car-specification/aston-martin-v8-vantage-coupe-petrol/'
	'http://carzoom.in/car-specification/aston-martin-v8-vantage-s-coupe-petrol/'
	'http://carzoom.in/car-specification/aston-martin-v8-vantage-roadster-petrol/'
	'http://carzoom.in/car-specification/aston-martin-vanquish-v12-petrol/'
	'http://carzoom.in/car-specification/2016-audi-a8-l-50-tdi-quattro-premium-plus/'
	'http://carzoom.in/car-specification/2016-audi-a8-l-50-tdi-quattro/'
	'http://carzoom.in/car-specification/2016-audi-a8-l-60-tdi-quattro/'
	'http://carzoom.in/car-specification/2016-audi-a8-l-60-tfsi-quattro/'
	'http://carzoom.in/car-specification/2016-audi-a8-l-w12-quattro/'
	'http://carzoom.in/car-specification/2016-audi-a8-l-security/'
	'http://carzoom.in/car-specification/audi-a3-attraction-35-tdi-diesel/'
	'http://carzoom.in/car-specification/audi-a3-40-tfsi-premium-petrol/'
	'http://carzoom.in/car-specification/audi-a3-premium-35-tdi-diesel/'
	'http://carzoom.in/car-specification/audi-a3-premium-plus-35-tdi-diesel/'
	'http://carzoom.in/car-specification/audi-a3-technology-35-tdi-diesel/'
	'http://carzoom.in/car-specification/audi-a3-cabriolet-petrol/'
	'http://carzoom.in/car-specification/audi-a4-2-0-tdi-diesel/'
	'http://carzoom.in/car-specification/audi-a4-1-8-tfsi-petrol/'
	'http://carzoom.in/car-specification/audi-a4-2-0-tdi-multitronic-diesel/'
	'http://carzoom.in/car-specification/audi-a4-s4-3-0-tfsi-quattro-petrol/'
	'http://carzoom.in/car-specification/audi-a4-3-0-tdi-quattro-diesel/'
	'http://carzoom.in/car-specification/audi-a6-2-0-tdi-diesel/'
	'http://carzoom.in/car-specification/audi-a6-35-tfsi-petrol/'
	'http://carzoom.in/car-specification/audi-a6-3-0-tfsi-quattro-petrol/'
	'http://carzoom.in/car-specification/audi-a6-3-0-tdi-quattro-diesel/'
	'http://carzoom.in/car-specification/audi-a7-sportback-3-0-tdi-diesel/'
	'http://carzoom.in/car-specification/audi-a8-l-3-0-tdi-quattro-diesel/'
	'http://carzoom.in/car-specification/audi-a8-l-4-2-tdi-quattro-diesel/'
	'http://carzoom.in/car-specification/audi-a8-l-4-2-fsi-quattro-petrol/'
	'http://carzoom.in/car-specification/audi-a8-l-w12-petrol/'
	'http://carzoom.in/car-specification/audi-q3-30-tdi-s-edition-diesel/'
	'http://carzoom.in/car-specification/audi-q3-35-tdi-quattro-premium-diesel/'
	'http://carzoom.in/car-specification/audi-q3-35-tdi-quattro-premium-plus-diesel/'
	'http://carzoom.in/car-specification/audi-q5-2-0-tfsi-quattro-petrol/'
	'http://carzoom.in/car-specification/audi-q5-2-0-tdi-quattro-diesel/'
	'http://carzoom.in/car-specification/audi-q5-3-0-tdi-quattro-diesel/'
	'http://carzoom.in/car-specification/audi-q7-premium-plus/'
	'http://carzoom.in/car-specification/audi-q7-technology/'
	'http://carzoom.in/car-specification/audi-r8-4-2-fsi-quattro-petrol/'
	'http://carzoom.in/car-specification/audi-r8-5-2-v10-coupe-petrol/'
	'http://carzoom.in/car-specification/audi-r8-5-2-v10-spyder-petrol/'
	'http://carzoom.in/car-specification/audi-r8-5-2-v10-plus-petrol/'
	'http://carzoom.in/car-specification/audi-r8-v10-pluspetrol/'
	'http://carzoom.in/car-specification/audi-rs5-coupe/'
	'http://carzoom.in/car-specification/audi-rs6-avant/'
	'http://carzoom.in/car-specification/audi-rs7-sportback/'
	'http://carzoom.in/car-specification/audi-s5-sportback-petrol/'
	'http://carzoom.in/car-specification/audi-s6-4-0-tfsi-petrol/'
	'http://carzoom.in/car-specification/audi-tt-45-tfsi-petrol/'
	'http://carzoom.in/car-specification/bentley-continental-flying-spur-w12-petrol/'
	'http://carzoom.in/car-specification/bentley-continental-gt-petrol/'
	'http://carzoom.in/car-specification/bentley-continental-gtc-convertible-petrol/'
	'http://carzoom.in/car-specification/bentley-mulsanne-v8-petrol/'
	'http://carzoom.in/car-specification/2016-bmw-x1-sdrive20d-expedition/'
	'http://carzoom.in/car-specification/2016-bmw-x1-sdrive-20d-xline/'
	'http://carzoom.in/car-specification/2016-bmw-x1-xdrive-20d-xline/'
	'http://carzoom.in/car-specification/2016-bmw-x1-xdrive-20d-m-sport/'
	'http://carzoom.in/car-specification/2016-bmw-x5-xdrive-30d-expedition/'
	'http://carzoom.in/car-specification/2016-bmw-x5-xdrive-30d-design-pure-experience-5-seater/'
	'http://carzoom.in/car-specification/2016-bmw-x5-xdrive-30d-design-pure-experience-7-seater/'
	'http://carzoom.in/car-specification/2016-bmw-x5-xdrive-30d-m-sport/'
	'http://carzoom.in/car-specification/bmw-1-series-118d-sport-line-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-320d-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-320d-sport-line-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-320d-luxury-line-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-328i-sport-line-petrol/'
	'http://carzoom.in/car-specification/bmw-3-series-gt-320d-sport-linediesel/'
	'http://carzoom.in/car-specification/bmw-3-series-gt-320d-gt-luxury-line-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-320d-prestige-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-gt-320d-sport-line-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-320d-sport-line-diesel-2/'
	'http://carzoom.in/car-specification/bmw-3-series-320d-luxury-line-diesel-2/'
	'http://carzoom.in/car-specification/bmw-3-series-gt-320d-luxury-line-diesel/'
	'http://carzoom.in/car-specification/bmw-3-series-320d-m-sportdiesel/'
	'http://carzoom.in/car-specification/bmw-5-series-520i-petrol/'
	'http://carzoom.in/car-specification/bmw-5-series-520d-2-0-diesel/'
	'http://carzoom.in/car-specification/bmw-5-series-525d-3-0-petrol/'
	'http://carzoom.in/car-specification/bmw-5-series-530d-3-0-diesel/'
	'http://carzoom.in/car-specification/bmw-5-series-gt-530d-le-diesel/'
	'http://carzoom.in/car-specification/bmw-6-series-gran-coupe-640d-diesel/'
	'http://carzoom.in/car-specification/bmw-6-series-640d-design-pure-experiencediesel/'
	'http://carzoom.in/car-specification/bmw-7-series-730ld-diesel/'
	'http://carzoom.in/car-specification/bmw-active-hybrid-7l-petrol/'
	'http://carzoom.in/car-specification/bmw-7-series-750li-petrol/'
	'http://carzoom.in/car-specification/bmw-7-series-760li-petrol/'
	'http://carzoom.in/car-specification/bmw-i8-petrol/'
	'http://carzoom.in/car-specification/bmw-m3-sedan-petrol/'
	'http://carzoom.in/car-specification/bmw-m4-coupe-petrol/'
	'http://carzoom.in/car-specification/bmw-m5-sedan-petrol/'
	'http://carzoom.in/car-specification/bmw-m6-gran-coupe-petrol/'
	'http://carzoom.in/car-specification/bmw-x1-sdrive-20d-m-sport-diesel/'
	'http://carzoom.in/car-specification/bmw-x3-xdrive20d-expedition-diesel/'
	'http://carzoom.in/car-specification/bmw-x3-xdrive20d-xline-diesel/'
	'http://carzoom.in/car-specification/bmw-x3-xdrive30d-m-sport-diesel/'
	'http://carzoom.in/car-specification/bmw-x5-xdrive30d-diesel/'
	'http://carzoom.in/car-specification/bmw-x5-m-petrol/'
	'http://carzoom.in/car-specification/bmw-x6-xdrive-40d-diesel/'
	'http://carzoom.in/car-specification/bmw-x6-xdrive-50i-petrol/'
	'http://carzoom.in/car-specification/bmw-x6-xdrive-40d-m-sport-diesel/'
	'http://carzoom.in/car-specification/bmw-z4-roadster-sdrive35i-petrol/'
	'http://carzoom.in/car-specification/bmw-z4-sdrive35i-dpt-petrol/'
	'http://carzoom.in/car-specification/new-bmw-7-series-730ld-design-pure-excellence-diesel/'
	'http://carzoom.in/car-specification/bmw-7-series-730ld-m-sport-diesel/'
	'http://carzoom.in/car-specification/new-bmw-7-series-730ld-design-pure-excellence-cbu-diesel/'
	'http://carzoom.in/car-specification/new-bmw-7-series-750li-design-pure-excellence-cbu-petrol/'
	'http://carzoom.in/car-specification/new-bmw-7-series-750li-m-sport-cbu-petrol/'
	'http://carzoom.in/car-specification/2016-chevrolet-cruze-ltdiesel/'
	'http://carzoom.in/car-specification/2016-chevrolet-cruze-ltzdiesel/'
	'http://carzoom.in/car-specification/2016-chevrolet-cruze-ltz-at-diesel/'
	'http://carzoom.in/car-specification/chevrolet-captiva-ltxtreme/'
	'http://carzoom.in/car-specification/chevrolet-captiva-ltz/'
	'http://carzoom.in/car-specification/chevrolet-cruze-lt-diesel-2/'
	'http://carzoom.in/car-specification/chevrolet-cruze-ltz-diesel/'
	'http://carzoom.in/car-specification/chevrolet-cruze-ltz-at-diesel/'
	'http://carzoom.in/car-specification/chevrolet-enjoy-1-4-ls-8-str/'
	'http://carzoom.in/car-specification/chevrolet-enjoy-1-4-ls-7-seater/'
	'http://carzoom.in/car-specification/chevrolet-enjoy-1-4-lt-8-seater-petrol/'
	'http://carzoom.in/car-specification/chevrolet-enjoy-1-4-lt-7-seater/'
	'http://carzoom.in/car-specification/chevrolet-enjoy-1-3-ls-8-seater/'
	'http://carzoom.in/car-specification/chevrolet-enjoy-1-3-ls-7-seater/'
	'http://carzoom.in/car-specification/chevrolet-enjoy-1-4-ltz-8-seater-petrol/'
	'http://carzoom.in/car-specification/chevrolet-enjoy-1-4-ltz-7-seater/'
	'http://carzoom.in/car-specification/chevrolet-enjoy-1-3-lt-8-seater-diesel/'
	'http://carzoom.in/car-specification/chevrolet-enjoy-1-3-lt-7-seater/'
	'http://carzoom.in/car-specification/chevrolet-enjoy-1-3-ltz-8-seater-diesel/'
	'http://carzoom.in/car-specification/chevrolet-enjoy-1-3-ltz-7-seater/'
	'http://carzoom.in/car-specification/new-chevrolet-sail-1-2-base/'
	'http://carzoom.in/car-specification/new-chevrolet-sail-1-2-ls/'
	'http://carzoom.in/car-specification/new-chevrolet-sail-1-2-ls-abs/'
	'http://carzoom.in/car-specification/new-chevrolet-sail-1-3-base/'
	'http://carzoom.in/car-specification/new-chevrolet-sail-1-2-lt-abs/'
	'http://carzoom.in/car-specification/new-chevrolet-sail-1-3-ls/'
	'http://carzoom.in/car-specification/new-chevrolet-sail-1-3-ls-abs/'
	'http://carzoom.in/car-specification/chevrolet-sail-1-3-lt-abs/'
	'http://carzoom.in/car-specification/new-chevrolet-sail-u-va-1-2-petrol-base/'
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	'http://carzoom.in/car-specification/new-chevrolet-sail-u-va-1-3-diesel-ls-abs/'
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	'http://carzoom.in/car-specification/chevrolet-tavera-neo-3-max-7-str-bs-iii-diesel/'
	'http://carzoom.in/car-specification/chevrolet-tavera-neo-3-ls-10-str-bs-iii-diesel/'
	'http://carzoom.in/car-specification/chevrolet-tavera-neo-3-ls-7-str-bs-iii-diesel/'
	'http://carzoom.in/car-specification/chevrolet-tavera-neo-3-ls-7c-str-bs-iii-diesel/'
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	'http://carzoom.in/car-specification/2016-chevrolet-beat-diesel-lsdiesel/'
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	'http://carzoom.in/car-specification/datsun-go-plus-d1-petrol/'
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	'http://carzoom.in/car-specification/datsun-go-plus-t-petrol/'
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	'http://carzoom.in/car-specification/honda-jazz-1-5-vx-i-dtec-diesel/'
	'http://carzoom.in/car-specification/honda-mobilio-e-i-vtec-petrol/'
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	'http://carzoom.in/car-specification/hyundai-creta-1-6-crdi-sx-plus-diesel/'
	'http://carzoom.in/car-specification/hyundai-creta-1-6-crdi-sx-option-diesel/'
	'http://carzoom.in/car-specification/hyundai-creta-1-6-crdi-at-sx-plus-diesel/'
	'http://carzoom.in/car-specification/hyundai-elantra-1-8-s-petrol/'
	'http://carzoom.in/car-specification/hyundai-elantra-1-6-base-diesel/'
	'http://carzoom.in/car-specification/hyundai-elantra-1-6-s-mt-diesel/'
	'http://carzoom.in/car-specification/hyundai-elantra-1-8-sx-mt-petrol/'
	'http://carzoom.in/car-specification/hyundai-elantra-1-8-sx-at-petrol/'
	'http://carzoom.in/car-specification/hyundai-elantra-1-6-sx-mt-petrol/'
	'http://carzoom.in/car-specification/hyundai-elantra-1-6-sx-at-diesel/'
	'http://carzoom.in/car-specification/hyundai-eon-d-lite/'
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	'http://carzoom.in/car-specification/hyundai-eon-era/'
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	'http://carzoom.in/car-specification/hyundai-grand-i10-era-1-2-kappa-vtvt-petrol/'
	'http://carzoom.in/car-specification/hyundai-grand-i10-magna-1-2-kappa-vtvt-petrol/'
	'http://carzoom.in/car-specification/hyundai-grand-i10-sportz-1-2-kappa-vtvt-petrol/'
	'http://carzoom.in/car-specification/hyundai-grand-i10-sportz-at-petrol/'
	'http://carzoom.in/car-specification/hyundai-grand-i10-asta-1-2-kappa-vtvt-petrol/'
	'http://carzoom.in/car-specification/hyundai-grand-i10-era-1-1-crdi-diesel/'
	'http://carzoom.in/car-specification/hyundai-grand-i10-magna-1-1-crdi-diesel/'
	'http://carzoom.in/car-specification/hyundai-grand-i10-sportz-1-1-crdi-diesel/'
	'http://carzoom.in/car-specification/hyundai-grand-i10-asta-at-petrol/'
	'http://carzoom.in/car-specification/hyundai-grand-i10-asta-1-1-crdi-diesel/'
	'http://carzoom.in/car-specification/hyundai-next-gen-i10-1-1irde2/'
	'http://carzoom.in/car-specification/hyundai-next-gen-i10-1-2-kappa2/'
	'http://carzoom.in/car-specification/hyundai-next-gen-i10-1-2irde2/'
	'http://carzoom.in/car-specification/hyundai-elite-i20-1-2-era-petrol/'
	'http://carzoom.in/car-specification/hyundai-elite-i20-1-2-magna-petrol/'
	'http://carzoom.in/car-specification/hyundai-elite-i20-1-2-sportz-petrol/'
	'http://carzoom.in/car-specification/hyundai-elite-i20-1-4-era-diesel/'
	'http://carzoom.in/car-specification/hyundai-elite-i20-1-2-sportz-opt-petrol/'
	'http://carzoom.in/car-specification/hyundai-elite-i20-1-2-asta-petrol/'
	'http://carzoom.in/car-specification/hyundai-elite-i20-1-4-magna-diesel/'
	'http://carzoom.in/car-specification/hyundai-elite-i20-1-4-sportz-diesel/'
	'http://carzoom.in/car-specification/hyundai-elite-i20-1-4-sportz-opt-diesel/'
	'http://carzoom.in/car-specification/hyundai-elite-i20-1-4-asta-diesel/'
	'http://carzoom.in/car-specification/hyundai-i20-active-base-1-2-petrol/'
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	'http://carzoom.in/car-specification/hyundai-i20-active-sx-1-4-diesel/'
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	'http://carzoom.in/car-specification/hyundai-1-6l-gamma-mpi-vtvt-at-s-opt-4s-fluidic-verna-petrol/'
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	'http://carzoom.in/car-specification/jaguar-xe-pure/'
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	'http://carzoom.in/car-specification/jaguar-xf-2-2-executive-edition-diesel/'
	'http://carzoom.in/car-specification/jaguar-xf-petrol-v8-petrol/'
	'http://carzoom.in/car-specification/jaguar-xf-2-2-luxury-diesel/'
	'http://carzoom.in/car-specification/jaguar-xf-aero-sport-edition/'
	'http://carzoom.in/car-specification/jaguar-xf-s-v6-diesel/'
	'http://carzoom.in/car-specification/jaguar-xf-petrol-r-v8-petrol/'
	'http://carzoom.in/car-specification/jaguar-xj-2-0l-lwb-petrol/'
	'http://carzoom.in/car-specification/jaguar-xj-3-0l-turbocharged-lwb-diesel/'
	'http://carzoom.in/car-specification/jaguar-xj-3-0l-premium-luxury/'
	'http://carzoom.in/car-specification/jaguar-xj-2-0l-portfolio/'
	'http://carzoom.in/car-specification/jaguar-xj-3-0l-portfolio/'
	'http://carzoom.in/car-specification/jaguar-xk-r-v8-coupe-petrol/'
	'http://carzoom.in/car-specification/jaguar-xk-r-v8-convertible-petrol/'
	'http://carzoom.in/car-specification/jaguar-xk-r-v8-coupe-spl-petrol/'
	'http://carzoom.in/car-specification/jaguar-xk-r-v8-convertible-spl-petrol/'
	'http://carzoom.in/car-specification/jaguar-xk-rs-petrol/'
	'http://carzoom.in/car-specification/lamborghini-aventador-lp700-4-petrol/'
	'http://carzoom.in/car-specification/lamborghini-aventador-roadster-lp-700-4-petrol/'
	'http://carzoom.in/car-specification/lamborghini-huracan-lp-580-2-petrol/'
	'http://carzoom.in/car-specification/lamborghini-huracan-lp-610-4-petrol/'
	'http://carzoom.in/car-specification/land-rover-discovery-4-3-0l-tdv6-se-diesel/'
	'http://carzoom.in/car-specification/land-rover-discovery-sport-td4-s-diesel/'
	'http://carzoom.in/car-specification/land-rover-discovery-sport-td4-se-diesel/'
	'http://carzoom.in/car-specification/land-rover-discovery-sport-td4-se-7s-diesel/'
	'http://carzoom.in/car-specification/land-rover-discovery-sport-td4-hse-diesel/'
	'http://carzoom.in/car-specification/land-rover-discovery-sport-td4-hse-7s-diesel/'
	'http://carzoom.in/car-specification/land-rover-freelander-2-se-diesel/'
	'http://carzoom.in/car-specification/land-rover-freelander-2-hse-diesel/'
	'http://carzoom.in/car-specification/land-rover-range-rover-3-0-v6-diesel-vogue-diesel/'
	'http://carzoom.in/car-specification/land-rover-range-rover-4-4-sdv8-vogue-se-diesel/'
	'http://carzoom.in/car-specification/land-rover-range-rover-4-4-sdv8-autobiography-diesel/'
	'http://carzoom.in/car-specification/land-rover-range-rover-5-0-supercharged-v8-petrol/'
	'http://carzoom.in/car-specification/land-rover-range-rover-lwb-autobiography-black-editiondiesel/'
	'http://carzoom.in/car-specification/land-rover-range-rover-lwb-autobiography-black-editionpetrol/'
	'http://carzoom.in/car-specification/land-rover-range-rover-evoque-pure-diesel/'
	'http://carzoom.in/car-specification/land-rover-range-rover-evoque-se-diesel/'
	'http://carzoom.in/car-specification/land-rover-range-rover-evoque-hse-diesel/'
	'http://carzoom.in/car-specification/land-rover-range-rover-evoque-hse-dynamic-diesel/'
	'http://carzoom.in/car-specification/land-rover-range-rover-sport-se-diesel/'
	'http://carzoom.in/car-specification/land-rover-range-rover-sport-3-0-tdv6-hse-diesel-diesel/'
	'http://carzoom.in/car-specification/land-rover-range-rover-sport-5-0-v8-supercharged-petrol/'
	'http://carzoom.in/car-specification/mahindra-bolero-sle/'
	'http://carzoom.in/car-specification/mahindra-bolero-slx/'
	'http://carzoom.in/car-specification/mahindra-bolero-zlx/'
	'http://carzoom.in/car-specification/mahindra-e2o-t2/'
	'http://carzoom.in/car-specification/mahindra-e2o-t20-electric/'
	'http://carzoom.in/car-specification/mahindra-kuv100-mfalcon-g80-k2petrol/'
	'http://carzoom.in/car-specification/mahindra-kuv-100-mfalcon-g80-k2-plus-petrol/'
	'http://carzoom.in/car-specification/mahindra-kuv100-mfalcon-g80-k4petrol/'
	'http://carzoom.in/car-specification/mahindra-kuv100-mfalcon-g80-k4-plus-5strpetrol/'
	'http://carzoom.in/car-specification/mahindra-kuv100-mfalcon-g80-k4-pluspetrol/'
	'http://carzoom.in/car-specification/mahindra-kuv100-mfalcon-d75-k2-diesel/'
	'http://carzoom.in/car-specification/mahindra-kuv-100-mfalcon-g80-k6-5strpetrol/'
	'http://carzoom.in/car-specification/mahindra-kuv-100-mfalcon-g80-k6petrol/'
	'http://carzoom.in/car-specification/mahindra-kuv100-mfalcon-d75-k2-plusdiesel/'
	'http://carzoom.in/car-specification/mahindra-kuv100-mfalcon-d75-k4-5strdiesel/'
	'http://carzoom.in/car-specification/mahindra-kuv100-mfalcon-g80-k6-plus/'
	'http://carzoom.in/car-specification/mahindra-kuv100-mfalcon-d75-k4diesel/'
	'http://carzoom.in/car-specification/mahindra-kuv100-mfalcon-d75-k4-plusdiesel/'
	'http://carzoom.in/car-specification/mahindra-kuv100-mfalcon-d75-k4-plus-5strdiesel/'
	'http://carzoom.in/car-specification/mahindra-kuv-100-mfalcon-g80-k8petrol/'
	'http://carzoom.in/car-specification/mahindra-kuv-100-mfalcon-g80-k8-5strpetrol/'
	'http://carzoom.in/car-specification/mahindra-kuv100-mfalcon-d75-k6-5strdiesel/'
	'http://carzoom.in/car-specification/mahindra-kuv100-mfalcon-d75-k6diesel/'
	'http://carzoom.in/car-specification/mahindra-kuv100-mfalcon-d75-k6-plus-5strdiesel/'
	'http://carzoom.in/car-specification/mahindra-kuv100-mfalcon-d75-k6-plusdiesel/'
	'http://carzoom.in/car-specification/mahindra-kuv-100-mfalcon-d75-k8-5strdiesel/'
	'http://carzoom.in/car-specification/mahindra-kuv-100-mfalcon-d75-k8diesel/'
	'http://carzoom.in/car-specification/mahindra-quanto-c2/'
	'http://carzoom.in/car-specification/mahindra-quanto-c4/'
	'http://carzoom.in/car-specification/mahindra-quanto-c6/'
	'http://carzoom.in/car-specification/mahindra-quanto-c8/'
	'http://carzoom.in/car-specification/mahindra-scorpio-s2-diesel/'
	'http://carzoom.in/car-specification/mahindra-scorpio-s4-diesel/'
	'http://carzoom.in/car-specification/mahindra-scorpio-s6-diesel/'
	'http://carzoom.in/car-specification/mahindra-scorpio-s6-plus-diesel/'
	'http://carzoom.in/car-specification/mahindra-scorpio-s4-4wd-diesel/'
	'http://carzoom.in/car-specification/mahindra-scorpio-s8-diesel/'
	'http://carzoom.in/car-specification/mahindra-scorpio-s10-diesel/'
	'http://carzoom.in/car-specification/mahindra-scorpio-s10-at-2wd-diesel/'
	'http://carzoom.in/car-specification/mahindra-scorpio-s10-4wd-diesel/'
	'http://carzoom.in/car-specification/mahindra-scorpio-s10-at-4wd-diesel/'
	'http://carzoom.in/car-specification/mahindra-thar-di-2wd/'
	'http://carzoom.in/car-specification/mahindra-thar-di-4wd/'
	'http://carzoom.in/car-specification/mahindra-thar-crde-diesel/'
	'http://carzoom.in/car-specification/mahindra-tuv-3oo-t4-diesel/'
	'http://carzoom.in/car-specification/mahindra-tuv-3oo-t4-plus-diesel/'
	'http://carzoom.in/car-specification/mahindra-tuv-3oo-t6-diesel/'
	'http://carzoom.in/car-specification/mahindra-tuv-3oo-t6-plus-diesel/'
	'http://carzoom.in/car-specification/mahindra-tuv300-t8-diesel/'
	'http://carzoom.in/car-specification/mahindra-tuv300-t6-plus-amt-diesel/'
	'http://carzoom.in/car-specification/mahindra-tuv300-t8-amt-diesel/'
	'http://carzoom.in/car-specification/mahindra-verito-1-5-d2-bs-iii/'
	'http://carzoom.in/car-specification/mahindra-verito-1-5-d4-bs-iii/'
	'http://carzoom.in/car-specification/mahindra-verito-1-5-d6-bs-iii/'
	'http://carzoom.in/car-specification/mahindra-verito-1-5-d6-bs-iv/'
	'http://carzoom.in/car-specification/mahindra-verito-vibe-cs-1-5-d2/'
	'http://carzoom.in/car-specification/mahindra-verito-vibe-cs-1-5-d4/'
	'http://carzoom.in/car-specification/mahindra-verito-vibe-cs-1-5-d6/'
	'http://carzoom.in/car-specification/mahindra-xuv500-w4-diesel/'
	'http://carzoom.in/car-specification/mahindra-xuv500-w6/'
	'http://carzoom.in/car-specification/mahindra-xuv500-w8/'
	'http://carzoom.in/car-specification/mahindra-xuv-500-xclusive-edition-diesel/'
	'http://carzoom.in/car-specification/mahindra-xuv500-w8-awd/'
	'http://carzoom.in/car-specification/mahindra-xuv500-w10diesel/'
	'http://carzoom.in/car-specification/mahindra-xuv500-w8-fwd-at-diesel/'
	'http://carzoom.in/car-specification/mahindra-xuv500-w10-awddiesel/'
	'http://carzoom.in/car-specification/mahindra-xuv-500-w10-fwd-at-diesel/'
	'http://carzoom.in/car-specification/mahindra-xuv-500-w10-awd-at-diesel/'
	'http://carzoom.in/car-specification/mahindra-xylo-d2-bs-iii-diesel/'
	'http://carzoom.in/car-specification/mahindra-xylo-d2-bs-iv-diesel/'
	'http://carzoom.in/car-specification/mahindra-xylo-d4-bs-iii-diesel/'
	'http://carzoom.in/car-specification/mahindra-xylo-d4-bs-iv-diesel/'
	'http://carzoom.in/car-specification/mahindra-xylo-h4-bs-iv-diesel/'
	'http://carzoom.in/car-specification/mahindra-xylo-h4-abs-bs-iv-diesel/'
	'http://carzoom.in/car-specification/mahindra-xylo-h8-abs-bs-iv-diesel/'
	'http://carzoom.in/car-specification/mahindra-xylo-h8-abs-airbag-bs-iv-diesel/'
	'http://carzoom.in/car-specification/mahindra-xylo-h9-bs-iv-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-new-alto-k10-lx-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-new-alto-k10-lxi-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-new-alto-k10-vxi-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-new-alto-k10-vxi-opt-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-new-alto-k10-vxi-at-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-new-alto-k10-lxi-cng/'
	'http://carzoom.in/car-specification/maruti-suzuki-alto-800-std-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-alto-800-lx-petrol-2/'
	'http://carzoom.in/car-specification/maruti-suzuki-alto-800-lx-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-alto-800-lxi-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-alto-800-vxi-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-alto-800-lxi-airbag-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-alto-800-lx-cng/'
	'http://carzoom.in/car-specification/maruti-suzuki-alto-800-vxi-airbag-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-alto-800-base-cng/'
	'http://carzoom.in/car-specification/maruti-suzuki-alto-800-lxi-cng/'
	'http://carzoom.in/car-specification/maruti-eeco-5-seater/'
	'http://carzoom.in/car-specification/maruti-eeco-5-seaterac/'
	'http://carzoom.in/car-specification/maruti-suzuki-ertiga-lxi-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-ertiga-lxi-option-petrol/'
	'http://carzoom.in/car-specification/maruti-ertiga-vxi/'
	'http://carzoom.in/car-specification/maruti-ertiga-zxi/'
	'http://carzoom.in/car-specification/maruti-ertiga-vdi/'
	'http://carzoom.in/car-specification/maruti-ertiga-zdi/'
	'http://carzoom.in/car-specification/maruti-estilo-lx/'
	'http://carzoom.in/car-specification/maruti-estilo-lxi/'
	'http://carzoom.in/car-specification/maruti-estilo-vxi/'
	'http://carzoom.in/car-specification/maruti-suzuki-grand-vitara-2-4-mt-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-grand-vitara-2-4-at-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-gypsy-king-st-bs-iv-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-gypsy-king-ht-bs-iv-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-kizashi-mt-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-kizashi-cvt-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-swift-lxi-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-swift-lxi-opt-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-swift-windsong-limited-edition-vxi-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-swift-vxi-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-swift-ldi-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-swift-windsong-limited-edition-vdi-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-swift-zxi-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-swift-vdi-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-swift-zdi-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-omni-5-str-bs-iv-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-omni-e-8-str-bs-iv-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-omni-lpg-bs-iii-lpg/'
	'http://carzoom.in/car-specification/maruti-ritz-p-lxi/'
	'http://carzoom.in/car-specification/maruti-ritz-p-vxi/'
	'http://carzoom.in/car-specification/maruti-ritz-p-zxi/'
	'http://carzoom.in/car-specification/maruti-ritz-d-ldi/'
	'http://carzoom.in/car-specification/maruti-ritz-d-vdi/'
	'http://carzoom.in/car-specification/maruti-ritz-d-zdi/'
	'http://carzoom.in/car-specification/maruti-suzuki-baleno-1-2-sigma-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-baleno-1-2-delta-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-baleno-1-3-sigma-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-baleno-1-2-zeta-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-baleno-1-2-cvt-delta-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-baleno-1-3-delta-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-baleno-1-2-alpha-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-baleno-1-3-zeta-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-baleno-1-3-alpha-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-celerio-lxi-mt-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-celerio-lxi-at-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-celerio-vxi-mt-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-celerio-zxi-opt-mt-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-celerio-zxi-mt-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-celerio-vxi-at-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-celerio-ldidiesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-celerio-green-vxi-cng/'
	'http://carzoom.in/car-specification/maruti-suzuki-celerio-zxi-amtpetrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-celerio-vdidiesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-celerio-zdidiesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-celerio-zdi-optdiesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-ciaz-vxi-petrol/'
	'http://carzoom.in/car-specification/maruti-ciaz-vxi-option-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-ciaz-vxi-plus-petrol/'
	'http://carzoom.in/car-specification/maruti-ciaz-vdi-shvs/'
	'http://carzoom.in/car-specification/maruti-suzuki-ciaz-vdi-diesel/'
	'http://carzoom.in/car-specification/maruti-ciaz-vdi-option-shvs/'
	'http://carzoom.in/car-specification/maruti-suzuki-ciaz-zxi-petrol/'
	'http://carzoom.in/car-specification/maruti-ciaz-vdi-plus-shvs/'
	'http://carzoom.in/car-specification/maruti-suzuki-ciaz-zxi-opt-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-ciaz-vdi-plus-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-ciaz-vxi-plus-at-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-ciaz-zxi-plus-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-ciaz-rs-zxi-plus-petrol/'
	'http://carzoom.in/car-specification/maruti-ciaz-zdi-shvs/'
	'http://carzoom.in/car-specification/maruti-suzuki-ciaz-zxi-at-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-ciaz-zdi-diesel/'
	'http://carzoom.in/car-specification/maruti-ciaz-zdi-plus-shvs/'
	'http://carzoom.in/car-specification/maruti-ciaz-zxi-plus-automatic/'
	'http://carzoom.in/car-specification/maruti-suzuki-ciaz-rs-zdi-plus-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-ciaz-zdi-plus-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-s-cross-ddis-200-sigma-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-s-cross-ddis-200-delta-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-s-cross-ddis-200-zeta-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-s-cross-ddis-200-alpha-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-s-cross-ddis-320-delta-diesel/'
	'http://carzoom.in/car-specification/maruti-suzuki-swift-dzire-lxi-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-swift-dzire-lxi-opt-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-swift-dzire-vxi-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-swift-dzire-ldi-diesel/'
	'http://carzoom.in/car-specification/maruti-swift-dzire-vxi-at-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-swift-dzire-zxi-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-swift-dzire-vdi-diesel/'
	'http://carzoom.in/car-specification/maruti-swift-dzire-zdi-diesel/'
	'http://carzoom.in/car-specification/maruti-swift-dzire-agsdiesel/'
	'http://carzoom.in/car-specification/maruti-sx4-vsivdi/'
	'http://carzoom.in/car-specification/maruti-sx4-cng-zxizdi/'
	'http://carzoom.in/car-specification/maruti-sx4-p-zxizdi/'
	'http://carzoom.in/car-specification/maruti-sx4-d-vsivdi/'
	'http://carzoom.in/car-specification/maruti-sx4-cng-vsivdi/'
	'http://carzoom.in/car-specification/maruti-sx4-d-zxizdi/'
	'http://carzoom.in/car-specification/maruti-vitara-brezza-ldi/'
	'http://carzoom.in/car-specification/maruti-vitara-brezza-ldi-option/'
	'http://carzoom.in/car-specification/maruti-vitara-brezza-vdi/'
	'http://carzoom.in/car-specification/maruti-vitara-brezza-vdi-option/'
	'http://carzoom.in/car-specification/maruti-vitara-brezza-zdi/'
	'http://carzoom.in/car-specification/maruti-vitara-brezza-zdi-plus/'
	'http://carzoom.in/car-specification/maruti-vitara-brezza-zdi-plus-dual-tone/'
	'http://carzoom.in/car-specification/maruti-wagon-r-lx-petrol/'
	'http://carzoom.in/car-specification/maruti-wagon-r-lxi-petrol/'
	'http://carzoom.in/car-specification/maruti-wagon-r-vxi-petrol/'
	'http://carzoom.in/car-specification/maruti-wagon-r-lxi-avance-edition-petrol/'
	'http://carzoom.in/car-specification/maruti-wagon-r-lxi-cng/'
	'http://carzoom.in/car-specification/maruti-wagon-r-vxi-with-abs-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-wagon-r-vxi-amt-petrol/'
	'http://carzoom.in/car-specification/maruti-wagon-r-lxi-cng-avance-edition/'
	'http://carzoom.in/car-specification/maruti-suzuki-wagon-r-vxi-amt-opt-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-wagonr-stingray-lxi/'
	'http://carzoom.in/car-specification/maruti-suzuki-wagonr-stingray-vxi/'
	'http://carzoom.in/car-specification/maruti-suzuki-wagonr-stingray-vxi-optional/'
	'http://carzoom.in/car-specification/maruti-suzuki-wagon-r-stingray-vxi-amt-petrol/'
	'http://carzoom.in/car-specification/maruti-suzuki-wagon-r-stingray-vxi-amt-opt-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-c-class-c-220-cdi-style-diesel/'
	'http://carzoom.in/car-specification/mercedes-benz-c-class-c200-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-c-class-c250d/'
	'http://carzoom.in/car-specification/mercedes-benz-gle-class-250d-diesel/'
	'http://carzoom.in/car-specification/mercedes-benz-gle-class-350d-diesel/'
	'http://carzoom.in/car-specification/mercedes-benz-cla-45-amg-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-amg-c63-s-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-amg-gt-s-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-b-class-b180-sport-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-b-class-b200-cdi-sport-diesel/'
	'http://carzoom.in/car-specification/mercedes-benz-cla-200-cdi-style-diesel/'
	'http://carzoom.in/car-specification/mercedes-benz-cla-200-sport-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-cla-200-cdi-sport-diesel/'
	'http://carzoom.in/car-specification/mercedes-benz-cls-class-250-cdi/'
	'http://carzoom.in/car-specification/mercedes-benz-e-class-e200-edition-e/'
	'http://carzoom.in/car-specification/mercedes-benz-e-class-2013-e-200-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-e-class-e250-edition-e/'
	'http://carzoom.in/car-specification/mercedes-benz-e-class-2013-e-250-cdi-avantgrade-diesel/'
	'http://carzoom.in/car-specification/mercedes-benz-e-class-e350-edition-e/'
	'http://carzoom.in/car-specification/mercedes-benz-e-class-e-350-cdi-diesel/'
	'http://carzoom.in/car-specification/mercedes-benz-e400-cabriolet-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-e-class-e63-amg-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-g-class-g-63-amg-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-gl-350-cdi-diesel/'
	'http://carzoom.in/car-specification/mercedes-benz-gl-63-amg-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-gla-200-cdi-style-diesel/'
	'http://carzoom.in/car-specification/mercedes-benz-gla-200-sport-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-gla-200-cdi-sport-diesel/'
	'http://carzoom.in/car-specification/mercedes-benz-gla-45-amg-4matic-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-gle-class-450-amg-coupe/'
	'http://carzoom.in/car-specification/mercedes-benz-m-class-ml-250-cdi-blueefficiency-diesel/'
	'http://carzoom.in/car-specification/mercedes-benz-m-class-ml-350-cdi-blueefficiency-diesel/'
	'http://carzoom.in/car-specification/mercedes-benz-s-class-maybach-s500-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-s-class-maybach-s600-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-s-class-maybach-s600-guard-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-r-class-r350-4matic-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-s-class-s-350-cdi-diesel/'
	'http://carzoom.in/car-specification/mercedes-benz-s-class-s400/'
	'http://carzoom.in/car-specification/mercedes-benz-s-class-s-500-l/'
	'http://carzoom.in/car-specification/mercedes-benz-s-class-s-500-coupe-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-s-class-s-63-amg-coupe-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-sl-350-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-slk-class-slk-350-blue-efficiency-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-slk-class-slk-55-amg-petrol/'
	'http://carzoom.in/car-specification/mercedes-benz-sls-amg-coupe-petrol/'
	'http://carzoom.in/car-specification/mini-cooper-d-3-door-diesel/'
	'http://carzoom.in/car-specification/mini-cooper-d-5-door-diesel/'
	'http://carzoom.in/car-specification/mini-cooper-convertible-1-6-petrol/'
	'http://carzoom.in/car-specification/new-mini-cooper-convertible-2-0petrol/'
	'http://carzoom.in/car-specification/mini-cooper-d-countryman-diesel/'
	'http://carzoom.in/car-specification/mini-cooper-s-1-6-petrol/'
	'http://carzoom.in/car-specification/mini-cooper-s-1-6-high-petrol/'
	'http://carzoom.in/car-specification/mitsubishi-pajero-sport-2-5-mt/'
	'http://carzoom.in/car-specification/mitsubishi-pajero-sport-2-5-at/'
	'http://carzoom.in/car-specification/nissan-evalia-xe-diesel/'
	'http://carzoom.in/car-specification/nissan-evalia-xe-plus-diesel/'
	'http://carzoom.in/car-specification/nissan-evalia-xl-diesel/'
	'http://carzoom.in/car-specification/nissan-evalia-xl-opt-diesel/'
	'http://carzoom.in/car-specification/nissan-evalia-xv-diesel/'
	'http://carzoom.in/car-specification/nissan-evalia-xv-o-diesel/'
	'http://carzoom.in/car-specification/nissan-micra-xl/'
	'http://carzoom.in/car-specification/nissan-micra-xl-o/'
	'http://carzoom.in/car-specification/nissan-micra-active-xe-petrol/'
	'http://carzoom.in/car-specification/nissan-micra-xl-diesel/'
	'http://carzoom.in/car-specification/nissan-micra-xl-cvt-petrol/'
	'http://carzoom.in/car-specification/nissan-micra-xl-x-shift/'
	'http://carzoom.in/car-specification/nissan-micra-xl-o-diesel/'
	'http://carzoom.in/car-specification/nissan-micra-petrol-xv-cvt/'
	'http://carzoom.in/car-specification/nissan-micra-diesel-xv/'
	'http://carzoom.in/car-specification/nissan-micra-diesel-xv-premium/'
	'http://carzoom.in/car-specification/nissan-micra-active-xl-petrol/'
	'http://carzoom.in/car-specification/nissan-micra-active-xv-petrol/'
	'http://carzoom.in/car-specification/nissan-micra-active-xv-safety-pack-petrol/'
	'http://carzoom.in/car-specification/nissan-qashqai-expected-specification-2/'
	'http://carzoom.in/car-specification/nissan-new-sunny-xe-petrol/'
	'http://carzoom.in/car-specification/nissan-new-sunny-xl-petrol/'
	'http://carzoom.in/car-specification/nissan-new-sunny-xe-diesel/'
	'http://carzoom.in/car-specification/nissan-new-sunny-xl-diesel/'
	'http://carzoom.in/car-specification/nissan-new-sunny-xl-cvt-petrol/'
	'http://carzoom.in/car-specification/nissan-new-sunny-xv-diesel/'
	'http://carzoom.in/car-specification/nissan-new-sunny-xv-premium-safety-diesel/'
	'http://carzoom.in/car-specification/nissan-new-sunny-xv-premium-leather-diesel/'
	'http://carzoom.in/car-specification/nissan-teana-250-xl-petrol/'
	'http://carzoom.in/car-specification/nissan-teana-250-xv-petrol/'
	'http://carzoom.in/car-specification/nissan-terrano-xe-diesel/'
	'http://carzoom.in/car-specification/nissan-terrano-petrol/'
	'http://carzoom.in/car-specification/nissan-terrano-xl-diesel/'
	'http://carzoom.in/car-specification/nissan-terrano-xl-plus-diesel/'
	'http://carzoom.in/car-specification/nissan-terrano-xl-thp-110-ps-diesel/'
	'http://carzoom.in/car-specification/nissan-terrano-xv-diesel/'
	'http://carzoom.in/car-specification/nissan-terrano-xv-premium-diesel/'
	'http://carzoom.in/car-specification/nissan-terrano-anniversary-edition-xv-thp-diesel/'
	'http://carzoom.in/car-specification/nissan-terrano-anniversary-edition-xv-thp-premium-diesel/'
	'http://carzoom.in/car-specification/porsche-911-targa-4-petrol/'
	'http://carzoom.in/car-specification/porsche-911-targa-4s-petrol/'
	'http://carzoom.in/car-specification/porsche-boxster-s-petrol/'
	'http://carzoom.in/car-specification/porsche-boxster-gts/'
	'http://carzoom.in/car-specification/porsche-cayenne-diesel/'
	'http://carzoom.in/car-specification/porsche-cayenne-s-petrol/'
	'http://carzoom.in/car-specification/porsche-cayenne-s-diesel/'
	'http://carzoom.in/car-specification/porsche-cayenne-turbo/'
	'http://carzoom.in/car-specification/porsche-cayman-s/'
	'http://carzoom.in/car-specification/porsche-cayman-gts/'
	'http://carzoom.in/car-specification/porsche-panamera-diesel-250bhp/'
	'http://carzoom.in/car-specification/porsche-panamera-diesel/'
	'http://carzoom.in/car-specification/porsche-panamera-base-petrol/'
	'http://carzoom.in/car-specification/porsche-panamera-gts-petrol/'
	'http://carzoom.in/car-specification/new-renault-duster-85ps-diesel-rxl/'
	'http://carzoom.in/car-specification/new-renault-koleos-4x2-mt-diesel/'
	'http://carzoom.in/car-specification/new-renault-koleos-4x4-mt-diesel/'
	'http://carzoom.in/car-specification/new-renault-koleos-4x4-at-diesel/'
	'http://carzoom.in/car-specification/new-renault-duster-petrol-rxe/'
	'http://carzoom.in/car-specification/renault-duster-rxe-petrol/'
	'http://carzoom.in/car-specification/new-renault-duster-85ps-diesel-rxe/'
	'http://carzoom.in/car-specification/renault-duster-85-ps-rxe-diesel/'
	'http://carzoom.in/car-specification/new-renault-duster-85ps-diesel-std/'
	'http://carzoom.in/car-specification/renault-duster-rxl-petrol/'
	'http://carzoom.in/car-specification/renault-duster-85-ps-rxe-adventure-edition-diesel/'
	'http://carzoom.in/car-specification/renault-duster-85ps-rxl-explore-edition-diesel/'
	'http://carzoom.in/car-specification/renault-duster-85-ps-rxl-diesel/'
	'http://carzoom.in/car-specification/new-renault-duster-85ps-diesel-rxs/'
	'http://carzoom.in/car-specification/renault-duster-85ps-rxl-plus-diesel/'
	'http://carzoom.in/car-specification/renault-duster-110ps-rxl-explore-edition-diesel/'
	'http://carzoom.in/car-specification/new-renault-duster-110ps-diesel-rxl/'
	'http://carzoom.in/car-specification/renault-duster-110-ps-rxl-diesel/'
	'http://carzoom.in/car-specification/renault-duster-110-ps-rxz-diesel/'
	'http://carzoom.in/car-specification/renault-duster-85ps-rxl-optional-diesel/'
	'http://carzoom.in/car-specification/new-renault-duster-85ps-diesel-rxz/'
	'http://carzoom.in/car-specification/new-renault-duster-110ps-diesel-rxl-amt/'
	'http://carzoom.in/car-specification/new-renault-duster-110ps-diesel-rxz/'
	'http://carzoom.in/car-specification/renault-duster-110-ps-rxz-plus-diesel/'
	'http://carzoom.in/car-specification/renault-duster-110-ps-rxl-awd-diesel/'
	'http://carzoom.in/car-specification/renault-duster-110-ps-rxl-adventure-edition-diesel/'
	'http://carzoom.in/car-specification/renault-duster-110-ps-rxz-opt-diesel/'
	'http://carzoom.in/car-specification/new-renault-duster-110ps-diesel-rxz-amt/'
	'http://carzoom.in/car-specification/new-renault-duster-110ps-diesel-rxz-awd/'
	'http://carzoom.in/car-specification/renault-duster-110-ps-rxz-awd-diesel/'
	'http://carzoom.in/car-specification/rolls-royce-ghost-v-specification-petrol/'
	'http://carzoom.in/car-specification/rolls-royce-wraith-coupe-petrol/'
	'http://carzoom.in/car-specification/san-motors-storm-1-2-petrol/'
	'http://carzoom.in/car-specification/new-gen-skoda-superb-style-1-8-tsi-mtpetrol/'
	'http://carzoom.in/car-specification/new-gen-skoda-superb-style-1-8-tsi-atpetrol/'
	'http://carzoom.in/car-specification/new-gen-skoda-superb-style-2-0-tdi-atdiesel/'
	'http://carzoom.in/car-specification/new-gen-skoda-superb-lk-1-8-tsi-atpetrol/'
	'http://carzoom.in/car-specification/new-gen-skoda-superb-lk-2-0-tdi-atdiesel/'
	'http://carzoom.in/car-specification/new-skoda-superb-ambition-1-8-tsi-mt-petrol/'
	'http://carzoom.in/car-specification/new-skoda-superb-elegance-1-8-tsi-mt-petrol/'
	'http://carzoom.in/car-specification/new-skoda-superb-ambition-2-0-tdi-cr-at-diesel/'
	'http://carzoom.in/car-specification/new-skoda-superb-elegance-1-8-tsi-at-petrol/'
	'http://carzoom.in/car-specification/new-skoda-superb-elegance-2-0-tdi-cr-at-diesel/'
	'http://carzoom.in/car-specification/skoda-d-rapid-1-6-mpi77-kw/'
	'http://carzoom.in/car-specification/skoda-fabia-1-2-mpi55-kw/'
	'http://carzoom.in/car-specification/skoda-fabia-1-2-tdi-crss-kw/'
	'http://carzoom.in/car-specification/skoda-fabia-1-6-mpi77-kw/'
	'http://carzoom.in/car-specification/skoda-new-octavia-active-1-4-tsi-petrol/'
	'http://carzoom.in/car-specification/skoda-new-octavia-active-2-0-tdi-cr-diesel/'
	'http://carzoom.in/car-specification/skoda-new-octavia-ambition-1-4-tsi-petrol/'
	'http://carzoom.in/car-specification/skoda-new-octavia-ambition-2-0-tdi-cr-diesel/'
	'http://carzoom.in/car-specification/skoda-new-octavia-ambition-2-0-tdi-cr-at-diesel/'
	'http://carzoom.in/car-specification/skoda-new-octavia-elegance-1-8-tsi-at-petrol/'
	'http://carzoom.in/car-specification/skoda-octavia-style-plus-1-8-tsi-at-petrol/'
	'http://carzoom.in/car-specification/skoda-new-octavia-elegance-2-0-tdi-cr-at-diesel/'
	'http://carzoom.in/car-specification/skoda-octavia-style-plus-2-0-tdi-cr-at-diesel/'
	'http://carzoom.in/car-specification/skoda-rapid-1-6-mpi-active-petrol/'
	'http://carzoom.in/car-specification/skoda-rapid-1-6-mpi-ambition-plus-petrol/'
	'http://carzoom.in/car-specification/skoda-rapid-1-5-tdi-cr-active-diesel/'
	'http://carzoom.in/car-specification/skoda-rapid-1-6-mpi-elegance-petrol/'
	'http://carzoom.in/car-specification/skoda-rapid-1-6-mpi-elegance-black-package-petrol/'
	'http://carzoom.in/car-specification/skoda-rapid-1-5-tdi-cr-ambition-plus-diesel/'
	'http://carzoom.in/car-specification/skoda-rapid-1-6-mpi-ambition-plus-at-petrol/'
	'http://carzoom.in/car-specification/skoda-rapid-1-6-mpi-elegance-at-petrol/'
	'http://carzoom.in/car-specification/skoda-rapid-1-5-tdi-cr-elegance-diesel/'
	'http://carzoom.in/car-specification/skoda-rapid-1-6-mpi-elegance-black-package-at-petrol/'
	'http://carzoom.in/car-specification/skoda-rapid-1-5-tdi-cr-elegance-black-package-diesel/'
	'http://carzoom.in/car-specification/skoda-rapid-1-5-tdi-cr-ambition-plus-at-diesel/'
	'http://carzoom.in/car-specification/skoda-rapid-1-5-tdi-cr-elegance-at-diesel/'
	'http://carzoom.in/car-specification/skoda-rapid-1-5-tdi-cr-elegance-black-package-at-diesel/'



In [11]:

    
str(cars.link)









    



 chr [1:813] "http://carzoom.in/car-specification/ashok-leyland-stile-le-8-str-diesel/" ...



In [ ]:

    
## write.csv(cars, file = "data/cars.link.csv", row.names = FALSE)

Now lets scrape the specification from all the links. We would like to get the name and details of the model, price, type and all the specifications



In [14]:

    
# Create a function to get the data on one page
get_data <- function(url) {
    pg.url <- url
    pg.html <- read_html(pg.url)
    
    # Get the name and model from the data
    pg.name <- pg.html %>% 
                html_nodes(".crumbs-home+ a") %>%
                html_text()
    
    pg.model<- pg.html %>% 
                html_nodes(".current") %>%
                html_text()
    
    # Get the Price and Body Type info listed in the brand info field
    # This is a vector of length 2
    pg.info <- pg.html %>% 
                html_nodes(".brand_info_fields") %>%
                html_text()
    pg.info
    
    # Get all the specs listed on the page, this is a vector of length n
    pg.spec <- pg.html %>% 
               html_nodes("div.engine") %>%
               html_text()
    n <- length(pg.spec)
    
    # Create similiar length vector for name, model, url, price and type 
    pg.name.rep <- rep(pg.name, n)
    pg.model.rep <- rep(pg.model, n)
    pg.url.rep <- rep(pg.url, n)
    pg.price.rep <- rep(pg.info[1], n)
    pg.type.rep <- rep(pg.info[2], n)
    
    # Create the data frame for the page data and add to the main database
    pg.data <- data.frame(name = pg.name.rep, 
                          model = pg.model.rep,
                          url = pg.url.rep,
                          price = pg.price.rep,
                          type = pg.type.rep, 
                          spec = pg.spec,
                          stringsAsFactors = FALSE)
}



In [ ]:

    
# Cycle through all the links and create to the cars datafame
cars.spec.raw <- ldply(cars.link, get_data, .progress = "text")









    



  |                                                                      |   0%





    



Warning message:
: 'html' is deprecated.
Use 'read_html' instead.
See help("Deprecated")Warning message:
: 'html' is deprecated.
Use 'read_html' instead.
See help("Deprecated")Warning message:
: 'html' is deprecated.
Use 'read_html' instead.
See help("Deprecated")Warning message:
: 'html' is deprecated.
Use 'read_html' instead.
See help("Deprecated")



In [ ]:

    
## write.csv(cars.spec.raw, file = "data/cars.spec.raw.csv", row.names = FALSE)