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Matt Harbord

Analysing 100,000 product launches

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I've pulled data on 100,000 product launches from the PH API and I'm now starting to analyse it. I'm hoping to answer questions like what difference does having a video make; how easy/hard is it to get featured on different days; how many votes are usually required to get top 5; stuff like that. So, what do you want to know? If you have any burning questions I can answer from the data I'll do the digging and let you know!

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Dipak Sisodiya
Is the data available on the quality of upvotes? Since the number of upvotes vary a lot more between different days, what would you say would be a better metric to judge a successful launch?
Dipak Sisodiya
@matt_harbord What is the highest number of upvotes anyone has every gotten? What day was it?
Matt Harbord
@dipak_sisodiya no, only the raw number - but interestingly the numbers don't vary much on different days for the middle of the pack - they do for number 1 spot (which is what we all focus on!)
Matt Harbord
@dipak_sisodiya https://www.producthunt.com/prod... - one thing we can't separate from the API is when votes were made; so I imagine a lot of the top performers have promoted their launch after the fact and continued to collect upvotes.
LisaKim
Thank you so much for this! If possible, I would like to know the following: 1. How many #1 Products of the Day gained momentum past 6AM PST 2. Nationality distribution by Product of the Day rank Hope you enjoy building!
Matt Harbord
@mycelebs_elle So we can't see how votes are distributed throughout the day - only the total; so it's not possible to look for things like gaining momentum after a certain time. But I looked at launch hour - and not being up early hits your chances of being number 1 pretty hard (though this may just be a case of the best products having their act together enough to schedule it properly and not rush it out late).
Matt Harbord
@mycelebs_elle I'll see what I can find!! 👍