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Crypto Analytics: Exploring Uniswap v3 Data

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Crypto Analytics: Exploring Uniswap v3 Data

Analyzing User Behavior for Uniswap's v3 Launch

Michael Silberling
May 10, 2021
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Crypto Analytics: Exploring Uniswap v3 Data

michaelsilberling.substack.com

Hi everyone!

I tweeted out this post over the weekend before sharing over email and it went semi-viral (by my standards). Read on below:

Twitter avatar for @MSilb7
Michael Silberling @MSilb7
I wrote a bit about my exploration into @DuneAnalytics and early findings from analyzing @Uniswap v3 data as I fall deeper and deeper down the crypto rabbit hole.
msilb7.comMichael Silberling | Crypto Analytics: Exploring Uniswap v3 DataAnalyzing User Behavior for Uniswap’s v3 Launch | The day I decided to try out Dune Analytics happened to also be a few days before Uniswap’s highly anticipated v3 launch. There were a few burning questions I had going into the launch: How does this impact how much Uniswap is used? Does v3 impact wh…
3:24 AM ∙ May 9, 2021
55Likes21Retweets

A few weeks ago, I published my first crypto-related blog post: Bring Your Own Wallet: The Future of Consumer Choice and Personalization on the Internet

Since then, I’ve continued to fall down the rabbit hole. So much so, that this post is probably 100 steps more advanced than my first post. So apologies for that, but the place I’ve gotten to now is too exciting to not share.

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The Plunge Into Work

As I progressed down the rabbit hole, I joined crypto project’s Discord channels, read through forums and governance posts, and (my favorite) checked out their analytics dashboards. I have some experience from my day job building dashboards, and a ton of strong opinions about dashboard design, so I figured that this could be a spot for me to try. 99.9% of the dashboards I saw were from Dune Analytics, so I signed-up on the day of an ETH all-time high (which I thought was good timing), and off I went.

Twitter avatar for @MSilb7
Michael Silberling @MSilb7
Seems like a good time to start poking around with @DuneAnalytics. #Ethereum
Image
2:20 PM ∙ May 3, 2021

A Dashboard is Born — Uniswap v3

A very fortunate coincidence was that this happened to also be a few days before Uniswap’s highly anticipated v3 launch (read more here). Within a few hours (minutes?), the Dune team had parsed the Uniswap v3 contracts and made the data available for people like me (SQL is more my speed).

There were a few burning questions I had going into the launch: How does this impact how much Uniswap is used? Does v3 impact what pairs Uniswap is used for? Where is and isn’t v3 being adopted?

A few hours later, I started getting some answers:

Twitter avatar for @MSilb7
Michael Silberling @MSilb7
@DuneAnalytics @Uniswap Super super early poking around at the ramp up from @Uniswap v2 to v3 by trading volume: duneanalytics.com/msilb7/Uniswap… Currently ~9-10% of trades are going through v3.
duneanalytics.comDune AnalyticsEthereum analytics by and for the community. Explore and share Ethereum data for free.
5:16 AM ∙ May 6, 2021
6Likes2Retweets

Now, enough of my personal journey. Time to answer some of the questions that you all are here for.

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