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14 1 4 13 12 11 10 7 6 3 ! Ask user to select a restaurant of choice, with distance range ! Output top 10 characteristics of restaurant based on content of reviews ! User indicates own preferences of characteristics with sliding bar ! Recommend other restaurants with similar characteristics Input one restaurant you love, we’ll recommend more Group 9 Alice Ni Arvind Viswanathan Jimmy Fang Leanna Zhan SmartTunes Music For How You Feel Problem: People spend more time on social media platforms than on Yelp. Are Twitter and Instagram viable restaurant review sources? Gathered relevant Twitter and Instagram posts and Yelp reviews on Austin restaurants. Ran sentiment analysis algorithm on posts to predict Yelp rating. Conclusions: Yelp reviews are great predictors of Yelp ratings (87% explained variability). Twitter and Instagram are very poor predictors (24% explained variability); especially lacking in negative dining experiences. Team 13: #FoodPorn #FoodPorn Global Tastes in Music Yoon Choi, Ma Global Superstars: 1. Sam Smith 2. Nicki Minaj 3. Ellie Goulding 4. Rihanna 5. Bruno Mars 6. Ed Sheeran 7. Calvin Harris 8. Ariana Grande 9. Maroon 5 Language Income Crime Quantifying the Rivalry Team.txt: Arihant Jain, Jennie Ju, Arun Karottu, and Devin Solanki College towns vs. Noncollege Towns Alvin Kang Paul Kim Grace Park Sco<y Shaw 6XPPDU\ +HDOWK +DFNHUV 3UREOHP *LYHQ D SDWLHQW SURILOH DQG D GUXJ SUHGLFW WKH PRVW OLNHO\ DGYHUVH HIIHFWV 'DWDVHW 2SHQ)'$ 0HWKRGRORJ\ Ƚ 0RGLILHG 1DLYH %D\HV SUHGLFWLRQ DOJRULWKP Ƚ 5HODWLYH /LNHOLKRRG ,QGH[ Ƚ &URVVYDOLGDWLRQ Ƚ SORWO\ YLVXDOL]DWLRQ WRRO &DVH 6WXG\ /LSLWRU College to NBA: Predicting Performance and Salary Group 6: Jinzi, Matt, Victor, Vincent, Willy $$$MONEY$$$ TRUE VALUE Analyzing Presidential Campaign Data FOOD Girls Generation

10 9 7 FOOD Girls - Duke University

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14   1  

4   13   12   11  

10   9   7  

6   3  

!  Ask user to select a restaurant of choice, with distance range !  Output top 10 characteristics of restaurant based on content of

reviews!  User indicates own preferences of characteristics with sliding bar!  Recommend other restaurants with similar characteristics

Input one restaurant you love, we’ll recommend more

Group 9 Alice NiArvind Viswanathan

Jimmy FangLeanna Zhan

!!!

SmartTunes Music For How You Feel

Group 4

!!!

SmartTunes Music For How You Feel

Group 4

▷ Problem: People spend more time on social media platforms than on Yelp. Are Twitter and Instagram viable restaurant review sources?

▷ Gathered relevant Twitter and Instagram posts and Yelp reviews on Austin restaurants.

▷ Ran sentiment analysis algorithm on posts to predict Yelp rating.

▷ Conclusions:○ Yelp reviews are great predictors of

Yelp ratings (87% explained variability).○ Twitter and Instagram are very poor

predictors (24% explained variability); especially lacking in negative dining experiences.

Team 13: #FoodPorn

#FoodPorn

Global Tastes in

Music

Yoon Choi, Maggie Lin, Ellen Liu, Josh Polikov

Global Superstars:

1. Sam Smith 2. Nicki Minaj 3. Ellie Goulding 4. Rihanna 5. Bruno Mars 6. Ed Sheeran 7. Calvin Harris 8. Ariana Grande 9. Maroon 5

Language Income Crime

Quantifying the RivalryTeam.txt: Arihant Jain, Jennie Ju, Arun Karottu, and Devin Solanki

College  towns  vs.  Non-­‐college  Towns  

Alvin  Kang  Paul  Kim  Grace  Park  Sco<y  Shaw  

6XPPDU\��+HDOWK�+DFNHUV

3UREOHP *LYHQ� D� SDWLHQW� SURILOH� DQG� D� GUXJ�� SUHGLFW� WKH� PRVW� OLNHO\�DGYHUVH�HIIHFWV

'DWDVHW 2SHQ)'$

0HWKRGRORJ\ Ƚ 0RGLILHG�1DLYH�%D\HV�SUHGLFWLRQ�DOJRULWKPȽ 5HODWLYH�/LNHOLKRRG�,QGH[Ƚ &URVV�YDOLGDWLRQȽ SORW�O\�YLVXDOL]DWLRQ�WRRO

&DVH�6WXG\ /LSLWRU

College to NBA: Predicting Performance and Salary

Group 6: Jinzi, Matt, Victor, Vincent, Willy

!

$$$MONEY$$$ TRUE VALUE

Analyzing Presidential Campaign Data

FOOD Girls Generation