Enrique Profile picture
May 10, 2022 β€’ 14 tweets β€’ 9 min read β€’ Read on X
1/ The US is losing its lead in web3 development.

@ElectricCapital classified the location of 5000+ web3 developers using our developer data + social profiles.

🧡 Let's see how fast the rest of the world is outpacing the US. πŸŒπŸƒβ€β™€οΈπŸ‘‡
2/ The web3 ecosystem is growing like never before:
18k+ monthly open source devs per @ElectricCapital's 2021 Developer Report!

18k undercounts overall devs because it does not count closed source.

Which countries are bringing more devs to web3? Image
3/ We use 2 methods to infer the location of developers:

#1: code submission timestamps (assuming devs in US submit between 9am EST - 10pm EST)
#2: social profiles linked with developer profiles on platforms like GitHub ImageImageImage
4/ We defined the US working hours window to be 9am EST - 10pm EST. This likely overcounts US devs as we cannot exclude Canada or LatAm using only time zones.

This gif shows how *more* work is happening during non-US working hours.
5/ If we plot the historical share of code submission happening during US working hours, then we see that the US share declined from 65% in 2012 to 55% in 2022 YTD. Image
6/ For reference, we can measure the historical US market share in well-established open source projects using the same time zone methodology.

Code repositories like those of Go or Linux have a more constant share of activity during US working hours. ImageImage
7/ How reasonable are code timestamps for the windows we used to approximate activity within the US?

As expected, known US-based ecosystems have more commits during US working hours. For known non-US ecosystems, we see a bigger overlap with non-US working hours. ImageImageImage
8/ Code timestamps have limitations:

1# US working hours are shared across countries in the Americas
2# Many US-based web3 engineers work outside standard working hours

To cross-check, we consider developers' social profiles.

Does social data show the same trends? Image
9/ Among developers for whom we have locations, the share of developers in the US decreased from 47% in 2015, to 39% in 2017, to 29% in 2021. Image
10/ The share of devs in the US dropping 10 points since 2017 doesn't mean that US is not netting new developers. In fact, the absolute number of developers increased 200% since 2017.

However, the rest of the world increased their number of developers by 300% since 2017. Image
11/ What countries are gaining marketshare on the US?

As of 2021, we can see significant growth in India and Russia, as well as the combination of many smaller countries in the "other" bucket. Image
12/ To recap:

➑️ The US had first mover advantage but has lost almost 20% market share (in absolute terms!).

➑️ US share has gone to Russia, India, and smaller Asian countries.

➑️ India and Russia have seen the biggest relative growth.

Web3 is a truly global phenomenon. Image
13/ Huge thanks to @sheila_warren, @katherineykwu, Sigal Mandelker, @avichal, @EmilyMMeyers, @puntium, @MariaShen, @n4motto, @garythung, @raphelectric for all your help!

Do you want to go deeper on developer data? Check out our 2021 Web3 Developer Report:
14/ Did you find this analysis useful? If so, help me out by:
β†’ following me at @eherrerosj for more data explainer threads on Web3, DeFi, NFTs, DAOs
β†’ going back up to the top and hitting the retweet button to help people understand Web3 through data:

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More from @eherrerosj

Jul 6, 2023
.@electriccapital's updates are live! We inspect 140M+ crypto commits

There are 21.3K monthly devs as of June 1, '23:
-22% from Jun '22 (1yr ago)
+25% from Jun '21 (2yrs)
+92% from Jun '20 (3yrs)

Despite long-term growth, what happened since Jun '22? https://t.co/ascXrTEPxoDeveloperReport.com
The headlines:
β€’ Devs who left crypto were Newcomers in crypto <12 mo. & only responsible for <20% of commits
β€’ In contrast, devs in crypto 12+ months continue to build. They contribute 80%+ of commits
β€’ Influx of new devs slowed since the height of the market

Let’s dig inπŸ‘‡
Fewer Devs Exploring Crypto

We segment monthly active devs by how long they’ve worked in crypto by comparing the time between their 1st & last commits:
- Newcomers = devs who worked in crypto < than 1 year
- Emerging Devs = in crypto 1-2 yrs
- Established Devs = in crypto 2+ yrs
Read 17 tweets
Mar 1, 2023
1/ The U.S. is still losing its lead among crypto devs.

We (@electriccapital) classified the location of 5000+ web3 developers using our developer data + social profiles.

🧡 Let's see how fast the rest of the world is outpacing the U.S. πŸŒπŸƒβ€β™€οΈπŸ‘‡
2/ By the end of 2022, there were ~23,5k monthly global active devs.

We can infer the country of the developers by looking at their GitHub and Twitter profile bios.

With this methodology we cover the location of one out of ten devs.
3/ First of all, U.S. is losing its lead (from 42% share in 2018 to 29% in 2022).

The grand majority of new and existing crypto devs are in the U.S. However, crypto is becoming more global and decentralized.

So, which regions are accelerating faster?
Read 10 tweets
Dec 21, 2022
1/ NFT wash trading on Ethereum 2022 - a year in review

I analyzed the NFT marketplaces and collections with the highest amount of wash trades.

Can you guess the winners? Image
2/ Firstly, big thanks to @hildobby_ for open-sourcing his wash trading method - I piggybacked it to answer some questions.

@mfrs_manuel, @billyeatstofu asked which marketplaces and collections were leading the wash trade ranks. I got curious too.

community.dune.com/blog/nft-wash-…
3/ What is wash trading?

A market manipulation practice where the trader and buyer of an assets is the same person using multiple wallets. This is done to create the appearance of increased volume and activity.

In tradfi this has been an illegal activity for almost a century.
Read 13 tweets
Oct 5, 2022
1/ GitHub is an overlooked source of alpha.

The greatest web3 devs build and curate in public. Are you already learning from them?

Follow @stargazoor so you can get a daily thread with trending open-source projects curated by the best devs.

🧡 Image
2/ Every 24h, @stargazoor GMs you with a thread that contains a curated list of open-source projects.

Each project has, at least, 3 curated web3 developers starring it over the previous 24h.

Each tweet shows the project's description, number of ⭐️, top devs ⭐️ and link. Image
3/ Learn from the best

Devs improve their coding skills by looking at other devs' contributions and projects. Thanks to open-source, this is not limited to devs we directly work with.

⭐️ Stars are signal devs use to demonstrate interest on projects. Image
Read 11 tweets
Feb 26, 2022
The Invisible Friends NFT collection by @MotionMarkus launched 2 days ago at a mint price of 0.25Ξ ($630), WL restricted. Although the animated characters haven't been revealed yet, the project already secured $6,500,000.

Let's break down the numbers behind the sales πŸ§΅πŸ‘‡πŸ»
@InvsbleFriends kicked off its 1/1 Golden Friend collection, which sold for $1.3MM. 100% of this was donated to charity
Of the other $5.2MM: $3.5MM were made from minting and the other $1.7MM from the secondary market - OpenSea (99.4%), LooksRare (0.6%)
Read 12 tweets

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