big data analyst assignment for triptease (1)

8/16/2019 Big Data Analyst Assignment for Triptease (1)

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Big Data Analyst assignment

Triptease helps hotels drive direct bookings. Our frst product, Price Check, helps hotels witreason consumers don't book direct on the hotel site: Consumers believe that prices on OThotels.com, booking.com, among others" are cheaper than prices direct on a hotel website.

The Price Check widget appears on the bottom right corner o# a hotel website a#ter someon

search criteria #or the nights the$ want to sta$ at the hotel. see the e!ample image on the

The tool delivers an upli#t in direct bookings b$ as much as %&. (ut we don't want hotel cliword #or it. )e want the data to prove it.

As a result, we o#ten run a*b tests where b$ one group the +a+ group" does not see the widgroup the +b+ group" does see the widget. This wa$ we can take out as much noise #rom dthe impact o# the widget.

The data on the ne!t sheet is the result o# an a*b test we ran with a client.

our assignment is to s$nthesi-e the data and make a /0 minute video on the results.


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Glossary of terms

user user 12

search3id search 12

Price on 4otels.com price shown on the widget #or hotels.com

Price on (ooking.com price shown on the widget #or booking.com

Price on 5!pedia.com price shown on the widget #or e!pedia.com

treatment )as the user in the +show+ or +hidden+ called +Control+" categor$ #or

e!posure3time technical details o# search

search3tstamp technical details o# search

p#3widgetid technical details o# search

cheaperdirect6 1s the price cheaper direct on the hotel site

widget visible )as the widget shown in the end widget ma$ sometimes be hidden #

price3cheaper3direct 1s the price cheaper direct on the hotel site

price3cheaper3ota 1s the price cheaper on an OTA6

price in parit$ 1s the price in parit$ where OTA price 7 hotel site direct price"

price3di8erence 2i8erence between hotel site price and an OTA price

direct3price Price available on the hotel site

direct3checkin3date Checkin date #or the hotel search

direct3checkout3date Checkout date #or the hotel search

direct3price3currenc$ Currenc$ #or the search

9 o# rooms 9 o# rooms being reuested in the search9 adults 9 adults #or the hotel booking

9 children 9 children #or the hotel booking

hotelid 12 number #or the hotel

hotel3room3rate T$pe o# package or price

hotel3room3t$pe T$pe o# room

brand 4otel brand

sta$3nights 4ow man$ nights the hotel search was #or

time3until3sta$ 4ow man$ da$s until the sta$


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room3nights 4ow man$ room nights the hotel search was #or

ma!3ota3price ;a!imum price #ound on an OTA e.g., hotels.com, e!pedia.com, book

min3ota3price ;inimum price #ound on an OTA e.g., hotels.com, e!pedia.com, booki

search3ota3cheaper3count 4ow o#ten the price was cheaper on an OTA

conversion3helper 2id the user complete the booking on the hotel site


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the number ones e!pedia.com,

e has put in their

right"

ents to take our

et and anotherta and isolate


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the a*b test6

or a number o# reasons"


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ing.com"

ng.com"

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widget visible6 Count / search3ota3cheaper3count< = =empt$" %0><

Total Result 6096

<

&

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< empt$"

Total

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big data analyst assignment for triptease (1)

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