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Re:Use Probability Models to Predict Pebble Sales (and win a... by mattmillr on Thursday April 26, 2012 @05:22PM (#3896207)
I seem to recall reading somewhere that most kickstarter projects get the bulk of their support at the very beginning and end, with a "trough" in the middle. It seems like a good prediction model would take this into account, perhaps by integrating data from a number of similar projects that have finished funding (big-$$ games, other hardware projects, etc.)
Re:Use Probability Models to Predict Pebble Sales (and win a... by akavi on Thursday April 26, 2012 @06:12PM (#3896383)
My suspicion is that the wave of support at the end is for projects that haven't yet reached the funding threshold (thus, backers have an incentive to push friends/family/twitter followers to also fund the project).

I'd be somewhat surprised if said final wave occurred for projects like this, which blow past the threshold well before the deadline.

Re:Use Probability Models to Predict Pebble Sales (and win a... by jgeralnik on Thursday April 26, 2012 @06:15PM (#3896395)
On the other hand it may be people who are on the fence about supporting or not and with the time whittling down decide to go for it.
Re:Use Probability Models to Predict Pebble Sales (and win a... by gauravk92 on Friday April 27, 2012 @12:56PM (#3899970)
As well that many people end up wanting to see if this is really going to get the support and actually happen, because only then is it really worth pledging their money.
Re:Use Probability Models to Predict Pebble Sales (and win a... by abiekatz on Friday April 27, 2012 @03:13PM (#3900635)
I think another part of why people support (product-driven) projects last minute is that people are debating whether they want one. There is no consequence to wait for the last minute and I bet many people, myself included, are debating whether it is worth buying one.
Re:Use Probability Models to Predict Pebble Sales (and win a... by gauravk92 on Thursday April 26, 2012 @05:57PM (#3896333)
You would need historical data then, which I doubt kick starter would provide. Only way is to check the amount and # of backers every minute, on every page, unless I'm missing something. This would be incredibly useful information for people looking to use kickstarter, but I don't think kickstarter would be too happy about that being readily available. IMHO, all the more reason to get it.
Re:Use Probability Models to Predict Pebble Sales (and win a... by aaronjg on Thursday April 26, 2012 @06:05PM (#3896362)
I wrote a perl script to pull data from kickstarter. The backers page on the kickstarter page lists all of the backers, and the date that they made their pledge. I wrote a script to pull these dates.

Data are only available at day level granularity, but it's pretty good. Check it out on the bottom of the post.

Re:Use Probability Models to Predict Pebble Sales (and win a... by gauravk92 on Friday April 27, 2012 @12:54PM (#3899955)
Thanks, wow kickstarter is just awesome that they offer that openly. A traditional organization I feel wouldn't.