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Kickstarter Analysis

Background

Over two billion dollars have been raised using the massively successful crowdfunding service, Kickstarter, but not every project has found success. Of the over 300,000 projects launched on Kickstarter, only a third have made it through the funding process with a positive outcome.

Since getting funded on Kickstarter requires meeting or exceeding the project's initial goal, many organizations spend months looking through past projects in an attempt to discover some trick to finding success.

Objectives

This is an Excel Analysis of four thousand past Kickstarter projects to uncover hidden trends by examining the funding process and success rate.

Conclusions

  1. Given the data provided, in general Kickstarter projects are (53.8%) more likely to be successful than to fail (37.6%) or get cancelled (8.6%). What’s interesting is that if we look into the outcomes of completed projects as separate categories we see a stark difference (if we filter by successful and unsuccessful outcomes only). The implication is that Kickstarters in music (82%), theatre (63%), film and video (63%), have the highest success rates and food (20%), games (36%) and publishing (50%) have the lowest success rates. One more thing to point out is that technology projects get canceled about a third of the time, when we look at the projects that reached completion only fifty percent are successful. If this information were presented to backers they would probably think twice about supporting the goals of certain categories.

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  1. Now, if we look into the individual forty-one subcategories we can see which subcategories are the most successful. We will talk about rates though they are not very statistically significant since the sample size is so small. When we look at the subcategory projects that were completed meaning that they were either successful or unsuccessful, we have subcategories with a hundred percent success rate: classical music, documentary, electronic music, hardware, metal, non-fiction, pop, radio and podcasts, rock, shorts, small batch, table top games, and television. We also have project subcategories that were a hundred percent unsuccessful: animation, children’s books, drama, faith, fiction, food trucks, gadgets, jazz, mobile games, nature, people, places, restaurants, translations, videogames and web. However, it is critical to reemphasize the numbers may not be statistically significant given that the sample is even smaller to derive solid conclusion. A safe conclusion to make, is that plays are very popular.

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  1. Finally, past mid-May we have an accelerated decrease of success and the gap between successful and unsuccessful narrows down until the month of December when the lines intersect and the failed count surpasses successful for the first time. What this suggests is that we need to look at the information such as the percent funded for the highest and lowest success count and see if we can see significant correlations. Even when we filter the last months of the year by category no industry shows a trend of “success” in the month December.

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Limitations

  • There dataset is not large enough for all categories and subcategories, so some of the results are not statistically relevant given the small sample size. We need to figure out how statistically significant these results are.

  • We need to analyze a variety of crowdsourcing companies to draw more significant insights.

Considerations

  • It would be interesting to analyze the projects by the duration of conversion using the date created conversion and date ended conversion. Maybe there is a trend to see what separates the duration of successful and unsuccessful projects.
  • If we could analyze the data by states, we could see trends in which states have Kickstarters with the highest rates of success and which ones have the lowest rate of success.
  • We need more information on the “successful” state. Just because a campaign reached its goal and delivered the products and services can we take it a step further and find out how many are successful in the long run. More importantly how many of the “successful” campaigns became profitable and established companies.

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