Visualizing Crowdfunding
نویسنده
چکیده
Future Work Given such a rich and descriptive data set, one area that would be extremely beneficial as a visualization tool would be something that can provide selection and interactivity so that people can identify particular campaigns easier given a visualization from exploratory analysis. Figure 3: The following plot is a word frequency matrix for successful campaign perk descriptions under the business/tech category. Essentially it is trying to capture the terms that occur most frequently across all “documents in our corpus” or campaigns in the same category. Ideally from this, we should be able to construct a vocabulary of words that are characteristic of successful campaigns. Some of these are words are consistent in plots for campaigns of other categories and even unsuccessful ones, so a more interesting table (captured in the source code) displays some of the other more unique words that show up in campaigns. Words like “photo”, “family” , and “level” show up across campaigns.
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