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QUESTION I WANTED TO EXPLORE
1. How does the type of restaurant (Chinese, American, Indian, etc.) affect the rating it gets on Google+?
2. Where should Matt Jayson eat for dinner?
Thursday, December 12, 13
The regression equation isRATING = 3.30 + 0.00023(Reviews) + 0.250(Cost Value)+ 0.189(MexicanInd) + 0.214(JapaneseInd) - 0.173(ChineseInd) - 0.0950(AmericanInd)
Thursday, December 12, 13
INTERESTING FINDINGS
Being a Japanese, American, Chinese style restaurant increases your odds of possibly getting higher ratings on
Google+
Cost was not a significant player in predicting reviews.
Thursday, December 12, 13
WHAT’S NEXT?Segment the data by restaurant type and analyze separately.
Does the type of restaurant affect the number of reviews (aka # of customers)?
How does address affect rating and review count?
Thursday, December 12, 13
WHERE YOU SHOULD EAT:
1. Join the massesAmber India Rest.
Cascal
2. Be a hipsterSweet Leaf CafeMarya’s Cafe
Thursday, December 12, 13