ShopifyEng - Tweet Data Analysis
Tweets Analysis - Keyword: @ShopifyEng
Published March 2, 2023
Overview
Tweets covering
10 days
Latest tweet was on
2023-02-20
Earliest tweet was on
2023-02-10
Total number of tweets analysed
106
Average age of authors' accounts
10 years
Summarization
Shopify functions have been used in production for a few months, and the overall opinion is a positive one. Custom commands and calculations for state-level sales tax info in the US have been implemented. Automatically rotating GitHub tokens is a current project. Integrations with web3/blockchain have been explored. Shopify Engineers propose the 25 Percent Rule for tackling technical debt, consisting of 10% daily debt, 10% weekly debt, and 5% monthly/yearly debt. Comparing QuickJS versus native JS VMs was discussed.
Topic Modeling
- Shopify: Shopify functions and experiences, React Native, taxes, Shopify Eng, partnering with Shopify
- JS-in-Wasm: JS engines, JS VMs, QuickJS, SpiderMonkey, shutdown, JS performance
- Technical Debt: 25 percent rule, daily debt, weekly debt, yearly debt
- Community: React Native community, open source, collaboration
- Frameworks: React Native, 0xCoffee, Fastly JS SDK
Emotional Analysis
These tweets express a range of emotions, from excitement and happiness to sadness and pride. The overall sentiment is positive, with users expressing enthusiasm for Shopify's features and services, admiration for their work, and appreciation for their contributions to the React Native community. There is also a sense of hope and optimism as users look forward to further collaboration and development. Finally, there is a sense of curiosity and inquisitiveness as users ask questions and seek advice from experts.
Trend Analysis
- Shopify & Shopify Engineering Experience
- Software Development & Open Source Projects
- React Native & Community Members
- Calculating State-level Sales Tax
- Technical Debt & 25% Rule
Disclaimer: The text analysis on twtdata.com, powered by OpenAI, does not represent the views of twtdata.com or its affiliates. The analysis is for informational purposes only and not an endorsement of any viewpoint.
Types of Tweets
Number of Retweets
23
21% of total
Number of Original tweets
15
14% of total
Number of tweets that were Quotes
1
0% of total
Number of tweets that were Replies
68
64% of total
Number of tweets that contain Hashtags
12
11% of total
Number of tweets that contain Mentions
106
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter Web App | 52 |
| Twitter for iPhone | 29 |
| Twitter for Android | 20 |
| TweetDeck | 2 |
| Qlabe Bot | 1 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| tobi | tobi lutke | @Shopify CEO by day, Dad in evening, hacker at night. Aspiring comprehensivist. (tweets auto delete) retweet/like=noteworthy share, not endorsement | 291,332 |
| dennishegstad | dennis hegstad | Protecting brands on Shopify from coupon code leaks @Vigilanceio. Prev co-founder https://t.co/bIADGh1cgd (acquired). I post about shopify, marketing & memes ⤵️ | 90,324 |
| DasSurma | Surma | DX at @ShopifyEng. Web Platform Advocate. Craving simplicity, finding it nowhere. Internetrovert 🏳️🌈 He/him. @[email protected] | 39,872 |
| wttj_tech | Welcome Tech | Stories behind the code, from the Welcome to the Jungle tech and product teams: https://t.co/PZ7C2awx0D | 24,663 |
| rseroter | Richard Seroter | Sharing tech ideas from people smarter than me. Director of DevRel and Outbound Product Management at @googlecloud, @pluralsight trainer, writer, speaker. | 19,289 |
| Syedusama076 | Syed Usama | نحن لا نحب أولئك الذين يموتون. NE DIS JAMAIS NE T'AIME.🌚 🖤فبای الای ربکما تکزبن🖤 DEVELOPER WITH STRONG MIND AND STRONG BODY❤️🔥🔥 | 9,652 |
| swmansion | Software Mansion | We are Software Mansion - a developer experience company based in Krakow. Our key areas are @ReactNative, @Expo & multimedia solutions. Organizers of @appjsconf | 8,587 |
| laststandhats | Last Stand Hats | Officially Licensed By Your Favorite Teams! - Wear Your Heart On Your Head - DM For Custom Order Pricing | 6,864 |
| kripken | Alon Zakai | Created Emscripten&Binaryen, co-created WebAssembly. Google. Opinions my own, not my company's. Mastodon link in: https://t.co/mRoX5K17PA he/they | 5,803 |
| robpalmer2 | Rob Palmer | JavaScript Infrastructure & Tooling at Bloomberg. Co-chairing @TC39. Likely to tweet tech stuff about JS & software performance. Opinions are my own. | 5,215 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| Syedusama076 | Syed Usama | نحن لا نحب أولئك الذين يموتون. NE DIS JAMAIS NE T'AIME.🌚 🖤فبای الای ربکما تکزبن🖤 DEVELOPER WITH STRONG MIND AND STRONG BODY❤️🔥🔥 | 9,062 |
| dennishegstad | dennis hegstad | Protecting brands on Shopify from coupon code leaks @Vigilanceio. Prev co-founder https://t.co/bIADGh1cgd (acquired). I post about shopify, marketing & memes ⤵️ | 6,221 |
| thatguycricket | Peely.eth 🍌 | thatguycricket.eth | Proud Dad, LGBTQIA+ family. Trying to make it one NFT/ENS at a time. Always open to negotiate on #ens domains don’t be afraid to DM me. Be Kind | 4,972 |
| thangchung | Thang Chung 🦀 | OSS contributor, software developer, and architect. Microsoft Azure MVP. Newbie Rustaceans. Opinions are my own. | 3,338 |
| rodneyjwoodruff | Rodney J Woodruff | VP, Engineering @Shopify. Tweets and Opinions my own. | 2,497 |
| nezirzahirovic | Nezir Zahirović | Open to HIRE - Remote Full Stack Developer 18+ years - https://t.co/amJ3Ed5ZTy https://t.co/ItJVPA2zGW https://t.co/DJ1YxrECFP | 2,071 |
| JPSmithNL | Jordan Smith | Hardware, software, tupperware. He / him | 2,013 |
| tobi | tobi lutke | @Shopify CEO by day, Dad in evening, hacker at night. Aspiring comprehensivist. (tweets auto delete) retweet/like=noteworthy share, not endorsement | 1,843 |
| kirshatrov | Kir Shatrov | Scaling companies and infra behind the business. Sr. Engineering Lead at @Shopify. @evilmartians alumni. he/him. 🇨🇦 🇬🇧 | 1,817 |
| SebastianSzturo | Sebastian Szturo | 🌍 Staff Developer @ShopifyEng 🛠️ Building Advanced iBuyer Analytics 📊 @DatadoorIO & iOS Automation @RubyistApp | 1,673 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| salomonsen_p | WebAssembly Music computer generated music, instruments and graphics stored entirely on-chain (NEAR) https://t.co/55SZF1lS0u https://t.co/JJodsiMw1q | 12 |
| kripken | Created Emscripten&Binaryen, co-created WebAssembly. Google. Opinions my own, not my company's. Mastodon link in: https://t.co/mRoX5K17PA he/they | 6 |
| saulecabrera | - | 4 |
| MaxGraey | 🇺🇦 Open source developer. @AssemblyScript core team memberIn Russo-Ukrainian War Reports Mode#RussiaInvadedUkraine#StandWithUkraine | 4 |
| tobi | @Shopify CEO by day, Dad in evening, hacker at night. Aspiring comprehensivist. (tweets auto delete) retweet/like=noteworthy share, not endorsement | 3 |
| DasSurma | DX at @ShopifyEng. Web Platform Advocate. Craving simplicity, finding it nowhere. Internetrovert 🏳️🌈 He/him. @[email protected] | 3 |
| borekb | Zkusili jste to vypnout a zapnout? CTO v @shoptet, spolutvůrce @versionpress | 3 |
| JakeDChampion | Staff Engineer @Fastly working on their JS runtime and SDK https://t.co/8WLR4WxOz3@[email protected] | 2 |
| SebastianSzturo | 🌍 Staff Developer @ShopifyEng 🛠️ Building Advanced iBuyer Analytics 📊 @DatadoorIO & iOS Automation @RubyistApp | 2 |
| rseroter | Sharing tech ideas from people smarter than me. Director of DevRel and Outbound Product Management at @googlecloud, @pluralsight trainer, writer, speaker. | 2 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1625996465960001541 | Having used Shopify functions in production for a few months now, I thought I'd share some high level thoughts about our experience working with specifically discount functions. Wow:🤩Happy:🙂Sad: ☹️Overall *personal* … | 10 |
| 1625176318538137612 | 4/ Automatically rotating @github tokens (so you don’t have to) by @ShopifyEng https://t.co/jn480BbFGb | 4 |
| 1626647831657254912 | Proud! #RNSkia https://t.co/b02CR2czpu @swmansion @wcandillon @ShopifyEng https://t.co/GLjOD4pgm0 | 3 |
| 1626942187182096384 | @nikodraca @ShopifyEng No 😈 | 2 |
| 1626309186899554304 | The 25 Percent Rule for Tackling Technical Debt https://t.co/zfhjx5X9Zv < the @ShopifyEng team proposes spending 10% of your time on "daily debt" (making code better), 10% on "weekly debt" (broader … | 1 |
| 1624083521596796931 | Calculating state-level sales tax info in the US isn't simple for merchants. This post from the @ShopifyEng team shows how they built a solution. I like how they approached the … | 1 |
| 1626937133633007616 | Working at @ShopifyEng means typing `dev up` on your personal projects and staring at the screen in disbelief when it can't find the command@tobi can we open source this please … | 1 |
| 1624015154324115459 | @amishrarohit @SebastianSzturo @ShopifyEng Markets Pro is amazing | 1 |
| 1627699452378255361 | #telegramgroupMyGovnewsdeskPhoto#YouTubeDOWN@INDmoneyApp₹ 1Cr life insurance cover starting at₹490/month*@Shopify dropped 10%last weekAce #investor @CathieDWood load up on @ShopifyEng#Nifty50 #banknifty Fever@chandrarsrikant@rashtrapatibhvnhttps://t.co/eckT1YZInU | 1 |
| 1624694281528135681 | @robpalmer2 @kripken @DasSurma @ShopifyEng @saulecabrera @ilblackdragon @mzavershynskyi Yes I think so | 0 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1625996465960001541 | Having used Shopify functions in production for a few months now, I thought I'd share some high level thoughts about our experience working with specifically discount functions. Wow:🤩Happy:🙂Sad: ☹️Overall *personal* … | 94 |
| 1626937133633007616 | Working at @ShopifyEng means typing `dev up` on your personal projects and staring at the screen in disbelief when it can't find the command@tobi can we open source this please … | 64 |
| 1626942187182096384 | @nikodraca @ShopifyEng No 😈 | 23 |
| 1626647831657254912 | Proud! #RNSkia https://t.co/b02CR2czpu @swmansion @wcandillon @ShopifyEng https://t.co/GLjOD4pgm0 | 18 |
| 1625859343039217667 | We've also invited React Native community members to comment on the results, including experts from @ShopifyEng, @ReactNativeMSFT, and @expo: @Kelset, @sebastienlorber, @colinta, @Baconbrix, @satya164, @wcandillon, @notbrent 🙌 | 13 |
| 1624083521596796931 | Calculating state-level sales tax info in the US isn't simple for merchants. This post from the @ShopifyEng team shows how they built a solution. I like how they approached the … | 12 |
| 1624015154324115459 | @amishrarohit @SebastianSzturo @ShopifyEng Markets Pro is amazing | 8 |
| 1626991051868196869 | @nikodraca @ShopifyEng @tobi @burkelibbey made https://t.co/U6oGTgnX75 which may help some | 8 |
| 1624685931318988800 | Breaking up a Monolith at @khanacademy , Fixing a $1 Million Query at @ShopifyEng and Software getting worse in Architecture Weekly #55Architecture Weekly #55 https://t.co/V1oVmP8YtO | 7 |
| 1627512397803008001 | @SebastianSzturo @brandur @ShopifyEng Yea. Shopify beta was on Postgres. But in our case it was the poor state of replication (in 2005) that made me switch to mysql before launch. | 6 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #telegramgroupmygovnewsdeskphoto | 2 |
| #investor | 2 |
| #banknifty | 2 |
| #rnskia | 2 |
| #bugs | 1 |
| #ens | 1 |
| #ethereum | 1 |
| #siwe | 1 |
| #lawyersquedup | 1 |
| #nodejs | 1 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @shopifyeng | 105 |
| @dassurma | 41 |
| @saulecabrera | 39 |
| @kripken | 22 |
| @ilblackdragon | 20 |
| @mzavershynskyi | 19 |
| @salomonsen_p | 17 |
| @robpalmer2 | 16 |
| @tobi | 15 |
| @shopifydevs | 11 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
34
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 🤩 | 4 | star-struck |
| 🤯 | 3 | exploding_head |
| 💵 | 3 | dollar_banknote |
| 🚨 | 3 | police_car_light |
| 😈 | 2 | smiling_face_with_horns |
| 🙏 | 2 | folded_hands |
| 🔔 | 2 | bell |
| 🙂 | 2 | slightly_smiling_face |
| ☹️ | 2 | frowning_face |
| 👇 | 2 | backhand_index_pointing_down |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 17 |
| People & Body | 8 |
| Objects | 6 |
| Travel & Places | 4 |
| Symbols | 1 |
| Activities | 1 |
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