Insight Demo plus Screenshots
-
date post
14-Sep-2014 -
Category
Entertainment & Humor
-
view
52 -
download
0
description
Transcript of Insight Demo plus Screenshots
![Page 1: Insight Demo plus Screenshots](https://reader035.fdocuments.in/reader035/viewer/2022062613/5415fe3a8d7f72336c8b4916/html5/thumbnails/1.jpg)
Optimize your crowdfunding success
Meredith Trotter
![Page 2: Insight Demo plus Screenshots](https://reader035.fdocuments.in/reader035/viewer/2022062613/5415fe3a8d7f72336c8b4916/html5/thumbnails/2.jpg)
![Page 3: Insight Demo plus Screenshots](https://reader035.fdocuments.in/reader035/viewer/2022062613/5415fe3a8d7f72336c8b4916/html5/thumbnails/3.jpg)
The Challenge
Can I predict the success of your crowdfunding campaign
using information you would have BEFORE
you commit to a platform?
![Page 4: Insight Demo plus Screenshots](https://reader035.fdocuments.in/reader035/viewer/2022062613/5415fe3a8d7f72336c8b4916/html5/thumbnails/4.jpg)
How I Did ItScraped data:
25 000+ Kickstarter campaigns25 000+ Indiegogo campaigns
Stored Mixed Bag of Variables:Funding goal, Story, Category, DurationVideos, Pictures, Links, Perks
Models: Random ForestsClassifier for funding success/failure
Regressor for expected total pledges
![Page 5: Insight Demo plus Screenshots](https://reader035.fdocuments.in/reader035/viewer/2022062613/5415fe3a8d7f72336c8b4916/html5/thumbnails/5.jpg)
FindingsKickstarter Indiegogo
Accuracy: 0.83, Precision: 0.78 Accuracy: 0.82, Precision: 0.89
Feat
ure
Impo
rtan
ce
Validation: 80/20 Test/Train Split
![Page 6: Insight Demo plus Screenshots](https://reader035.fdocuments.in/reader035/viewer/2022062613/5415fe3a8d7f72336c8b4916/html5/thumbnails/6.jpg)
Are people choosing the right site?
KickstartersIndiegogoers
KickstartersIndiegogoers
57% of Kickstarters, 78% of Indiegogospredicted to do better on Kickstarter
66% of Kickstarters, 70% of Indiegogospredicted to make more $ on Kickstarter
![Page 7: Insight Demo plus Screenshots](https://reader035.fdocuments.in/reader035/viewer/2022062613/5415fe3a8d7f72336c8b4916/html5/thumbnails/7.jpg)
Meredith Trotter
![Page 8: Insight Demo plus Screenshots](https://reader035.fdocuments.in/reader035/viewer/2022062613/5415fe3a8d7f72336c8b4916/html5/thumbnails/8.jpg)
![Page 9: Insight Demo plus Screenshots](https://reader035.fdocuments.in/reader035/viewer/2022062613/5415fe3a8d7f72336c8b4916/html5/thumbnails/9.jpg)
![Page 10: Insight Demo plus Screenshots](https://reader035.fdocuments.in/reader035/viewer/2022062613/5415fe3a8d7f72336c8b4916/html5/thumbnails/10.jpg)