Case Studies (Previously Examples)

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TV Episodes List


Internet Movie Database (IMDB) is an online movie portal which has millions of movies in their record. A client wanted to extract data from its database in a particular order and for a particular TV show. The request was quite complex. The client wants to get a list of different episodes of a TV show with their titles in a tabular form. The search algorithm created a web scraping script which collected the necessary information and presented it in a tabular form. The details of this beautifully crafted search algorithm yielded 2,200 records in no time.

Taken from: http://www.imdb.com/title/tt0898266/episodes?season=5

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2,200 Records

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Series Title Episode Title Season Episode Air Date Link Description
Californication Girls, Interrupted 1 7 24.09.2007 Link While Charlie and his wife Marcy are considering a ...
30 Rock Cleveland 1 20 19.04.2007 Link Liz considers moving to Cleveland with her new boyfriend...
Lost Catch-22 3 17 18.04.2007 Link Desmond's latest fragmented vision suggests that his old girlfriend...
3 out of 2,200 Records. Download the Full Scraped Data in CSV. Let's get started! Request a Free Quote

Music Charts List


Another example which you may find interesting was a music chart list. With millions of songs and tracks around, who would not love the idea of all the songs released by a specific record label company? Well, this was exactly what a client asked a data warehouse to do. With an astute skills and expertise, we can see below a list of all the albums, tracks, and singles released by a record label company, right from the official charts of a website. The search algorithm extracted 6,801 records as per client’s requirement.

Taken from: http://www.theofficialcharts.com/singles-chart/

Sample Web Scraping & Data Extraction:

6,801 Records

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Artist Title Chart Label Date Position Weeks Previous
RIHANNA FT CALVIN HARRIS WE FOUND LOVE singles DEF JAM 10/22/11 1 2 1
MAROON 5 FT CHRISTINA AGUILERA MOVES LIKE JAGGER singles A&M/OCTONE 10/22/11 2 9 2
GYM CLASS HEROES/ADAM LEVINE STEREO HEARTS singles DECAYDANCE/FUELED BY RAMEN 10/22/11 1 3 New
3 out of 6,801 Records Download the Full Scraped Data in CSV. Let's get started! Request a Free Quote

Jobs List


Finding a suitable job is one of the hardest things to do, especially when you are bombarded with millions of jobs posted on an online job portal. This particular example of data mining marvel, requires exactly the same task. The data scraping yielded 81,877 records in a jiffy.

Taken from: http://jobseekers.direct.gov.uk/homepage.aspx

Sample Web Scraping & Data Extraction:

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Type Title Pay Employer Post date Location
Part time Meal Time Activity Supervisor £10.00 per hour London Borough of Barnet 04/14/11 London, NW4 NW4
Part time 13 tonne 360 DRIVER £12.00 PER HOUR Breeze City Limited 04/14/11 London, W3 W3
Part time 360 Machine Operator £10.00 to £12.00 per hour Shape Personnel 04/14/11 Southall, Middlesex UB1
3 out of 6,801 Records Download the Full Scraped Data in CSV. Let's get started! Request a Free Quote

Mortgage Foreclosures List


This example scrapes data from the plain html page on the Philadelphia Sheriff's website. The information collected from the website includes details of things like Term, Price, Attorney, Improvement, Street, Owner, and Date. The data scarping algorithm requires a special tweak due to the complex nature of the request. There are so many things to be scraped, collected and then displayed in a tabular form. It yielded 1,315 records as per the instructions. Precision at its best!

Taken from: http://www.phillysheriff.com/properties.html

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Term Price Attorney Improvement Street Owner Date
C.P. February Term, 2010 No. 00500 $160,160.13 Michael T. McKeever, Esq. Residential Property 128 Wolf St. HELENE T. BARNES AND CAROL A. GAULT 06/05/12 12:48
C.P. February Term, 2010 No. 00412 $101,156.77 McCabe, Weisberg & Conway, P.C. Residential Dwelling 1811 S. 32nd St. WILLIAM POWELL 06/05/12 12:49
C.P. February Term, 2010 No. 00380 $54,859.20 Phelan Hallinan & Schmieg, LLP Residential Property 5132 Funston St. KAREN GRAVES 06/05/12 12:49
3 out of 1,315 Download the Full Scraped Data in CSV. Let's get started! Request a Free Quote

Flight Departures List


No matter how simple it may seem, this is a very important and complex type of data scraping. This particular example scrapes flight departure information from an airport's website. The complex query yielded 1,217 records.

Taken from: http://www.suvarnabhumiairport.com/flight_schedule_passenger_departure_en.php

Sample Web Scraping & Data Extraction:

1,271 Records

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Status Flight Destination Airline Time Gate
Closed DL 296 Seattle-Tacoma Intl. DELTA AIR LINES INC. 5:40 G4
Departed OZ 7423 Incheon Intl. ASIANA AIRLINES 1:10 D4
Departed KE 8654 Incheon Intl. KOREAN AIRLINES CO.LTD 1:30 E4
3 out of 6,801 Records Download the Full Scraped Data in CSV. Let's get started! Request a Free Quote

Boston City’s Restaurants


Boston City’s Inspectional Service Department contains a list of all the restaurants in the city and this case study lists them all in a tabular form. This particular example scrapes restaurants’ information from the website of City of Boston’s Inspectional Services Department and shows it in a tabular form. There were total 1,533 records. Bon Appétit!

Taken from:http://www.cityofboston.gov/isd/health/mfc/search.asp

Sample Web Scraping & Data Extraction:

1,533 Records

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LicenseNo Establishment Neighborhood Address
26681 2ND CUP CAFE ALLSTON 101 BRIGHTON AV
26681 2ND CUP CAFE ALLSTON 101 BRIGHTON AV
26681 2ND CUP CAFE ALLSTON 101 BRIGHTON AV
3 out of 1,533 Records Download the Full Scraped Data in CSV. Let's get started! Request a Free Quote