mitchellh - Tweet Data Analysis
Tweets Analysis - Keyword: @mitchellh
Published April 10, 2023
Overview
Tweets covering
8 days
Latest tweet was on
2023-03-29
Earliest tweet was on
2023-03-21
Total number of tweets analysed
343
Average age of authors' accounts
9 years
Summarization
The tweets are discussing ChatGPT, an AI language model that can be used for various tasks such as analyzing data and building reports, and how it can be integrated into API development through OpenAPI specification. The tweets also mention the ease of using natural language to describe tasks to the model, potential risks, and the complexity of human authentication compared to machine authentication. Some of the tweets ask for examples and screenshots of the model in action.
Topic Modeling
- Tutorial and Examples
- Natural Language Processing and Analysis
- Developer Experience and Embedding API
- Security and Authentication
- OpenAPI and REST Architecture
Emotional Analysis
The tweets express excitement and interest towards ChatGPT, a language model that can automate tasks through natural language input. Many users ask questions related to its functionality and potential uses, expressing their curiosity and eagerness to try it out. Some express concerns about security and the need for additional development, but overall the emotions conveyed are positive and enthusiastic.
Trend Analysis
- Artificial Intelligence and ChatGPT
- API Development and OpenAPI Spec
- Natural Language Processing and Natural Language Interfaces
- Data Analysis and Reporting
- Authentication and Security
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
42
12% of total
Number of Original tweets
1
0% of total
Number of tweets that were Quotes
9
2% of total
Number of tweets that were Replies
298
86% of total
Number of tweets that contain Hashtags
5
1% of total
Number of tweets that contain Mentions
343
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter Web App | 129 |
| Twitter for iPhone | 124 |
| Twitter for Android | 81 |
| mem.ai | 4 |
| Twitter for Mac | 3 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| gmail | Gmail | News, tips and tricks from the Gmail team. Need help? Fly on over to our Help Center or forum. | 6,989,464 |
| chadfowler | @chadfowler@mastodon.social | general partner @blueyard + music at @chadfowlermusic. he/him prev @wunderlist, @microsoft, @rubycentral, @rubyconf @railsconf @rubygems @pragprog author | 336,270 |
| jessfraz | Jessie Frazelle | CEO @KittyCADInc, 👩🏻💻 @oxidecomputer, 📝 @ACMQueue | 131,819 |
| rUv | rUv | Unicorn Breeder, startup bootstrapper, cloud lexicographer & purveyor of random thoughts. Early cloud guy, digital artist, #nft / #web3, founder @awardpool | 63,562 |
| simonw | Simon Willison | Creator @datasetteproj, co-creator Django. PSF board. @nichemuseums. Hangs out with @natbat + @cleopaws. He/Him. Mastodon: https://t.co/t0Mrmo0Z2K | 50,864 |
| memdotai | Mem | Your self-organizing workspace. Get Mem It for Twitter: https://t.co/PXu0Fqq8k1… Website: https://t.co/XSDVK00mbv Community: https://t.co/arZa1ml8IS | 46,925 |
| gerardsans | ᐸGerardSans/ᐳ🤣🇬🇧 | Helping Devs to succeed #AI #web3 / ex @AWSCloud / Just be AWSome / MC Speaker Trainer Community Leader @web3_london / @ReactEurope @ReactiveConf @ngcruise | 42,169 |
| ahmetb | ahmetb | engineer @LinkedIn compute infrastructure. prev: @Twitter at @GoogleCloud @Azure. Backup: https://t.co/bMcC2ZtcmW | 34,784 |
| gregosuri | Greg Osuri | Founder @akashnet_ • CEO @ovrclk_ • Opensource maintainer that builds things for people that build things • $AKT | 29,453 |
| seaninsound | Sean Adams | Founder of @drownedinsound | Consultancy @ccclxmusic | artist manager | previously BBC, Sunday Times... | He/Him | 26,770 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| d_feldman | Daniel Feldman | An individual | 10,342 |
| gerardsans | ᐸGerardSans/ᐳ🤣🇬🇧 | Helping Devs to succeed #AI #web3 / ex @AWSCloud / Just be AWSome / MC Speaker Trainer Community Leader @web3_london / @ReactEurope @ReactiveConf @ngcruise | 9,296 |
| yoheinakajima | Yohei | GP @UntappedVC. Artist: @pixelbeastsnft, @animalbuildings. Build-in-public log: https://t.co/UdHHGbZba5 | 6,933 |
| brainapp_new | しゅん｜ソーシャルリスニング＠全量SNSデータ分析 | 【Webとソーシャルメディアの話題や課題を戦略に】｜『最新トレンドをWebと何万人ものソーシャルリスニングで探る』｜戦略コンサルティング｜実行支援｜全量SNSデータ・トレンドレポート・ダッシュボード｜東京大学大学院→国立研究所→IT企業データサイエンティスト｜鹿児島出身｜ツイート見てよかったらフォローお願いします | 6,705 |
| pavtalk | Paul Katsen | cofounder @gymclassvr, prev @twitter home timeline product lead, consumer pm @coinbase, cofounded blockspring (acq'd coin, yc s14) | 6,129 |
| PranMan | Pranay Manocha | Sometimes I post memes, but mostly I tweet informed and reasonable opinion▫️Also, if I follow you, please don't feel obliged to follow me back. Thanks! | 5,895 |
| simonw | Simon Willison | Creator @datasetteproj, co-creator Django. PSF board. @nichemuseums. Hangs out with @natbat + @cleopaws. He/Him. Mastodon: https://t.co/t0Mrmo0Z2K | 5,259 |
| seaninsound | Sean Adams | Founder of @drownedinsound | Consultancy @ccclxmusic | artist manager | previously BBC, Sunday Times... | He/Him | 5,067 |
| cuniiform | CUNII🧚🏻FORM 🆗 | two left feet, yeah I love IT {21⚣✡︎} ⟨ @cuniiform@mas.to ⟩ | 5,002 |
| SaucedbySally | SaucedbySally | Legal mind | Speed reader | Inspiration for “Sally LeBlanc” in novel #StrangeThingsDone: https://t.co/ALy8rYyBij | 4,991 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| yuccaldo | #Philosophy #Science #QuantumMechanics #Linux #AI #Blockchain #Arts #Rock #StandWithUkraine #Covid19 #SarsCov2 #COVIDisAirborne #NATO | 10 |
| PranMan | Sometimes I post memes, but mostly I tweet informed and reasonable opinion▫️Also, if I follow you, please don't feel obliged to follow me back. Thanks! | 7 |
| adamhjk | CEO of the System Initiative, Co-Founder of Chef. Sustainable free and open source software communities. Music. He/Him. Mastodon: @adamhjk@hachyderm.io | 5 |
| Codydearkland | Director of DevRel @LaunchDarkly. Trying to simultaneously BBQ and code. @VMware @HashiCorp @TheKongInc alum. Father of 2 awesome girls, husband to @MrsShannyDe | 4 |
| memdotai | Your self-organizing workspace. Get Mem It for Twitter: https://t.co/PXu0Fqq8k1… Website: https://t.co/XSDVK00mbv Community: https://t.co/arZa1ml8IS | 4 |
| kat_loveland | I'll tackle anything from sinister villains to angry bartenders to alien entities. Always looking for a fun project to play in. | 4 |
| andreyzagoruiko | Currently: https://t.co/fzXbcqP8sj + building smth new Previously: https://t.co/ijNCuUqvEi founder + two even less successful startups Your favorite product manager's favorite product manager | 3 |
| _TechyBen | @TechnicalBen@socel.net Prompt Wizard, test me out. | 3 |
| loujaybee | Developer Experience • Product @gitpod 🍊 • On a mission to @openupthecloud • ☁️ AWS Community Builder • 🧘 Heretic • 🛠 Replies in GIFS 😃 | 3 |
| jnightr007 | Trying to eliminate my habit of using twitter. | 3 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1639077284156932096 | @mitchellh I wrote a little tutorial https://t.co/kkKI9fTrbp | 70 |
| 1639055289872965634 | @mitchellh for those curious about details, here is an example manifest file, python endpoint code, and required openapi spec file, all from the official example at https://t.co/NnWPk5Z75F https://t.co/cGA6RNMKZC | 10 |
| 1639135849425285121 | 据 @mitchellh 描述，ChatGPT 的插件开发流程非常震撼。开发者负责提供一份基于 OpenAPI 规范的接口描述，然后用*自然语言*描述一切，就大功告成。剩下的事情，比如认证、数据处理和格式化等，全部由大语言模型搞定。 有意思，十分想体验一下。 https://t.co/aJNFjT4cgE | 4 |
| 1638995014935105543 | @mitchellh My brain has literally stopped working, I need to wait for it to back propagate and find new minima | 3 |
| 1639064345031368704 | @mitchellh also worth noting: https://t.co/zq6zvEVWR1 | 2 |
| 1639099221583310848 | @mitchellh Just created a basic GPT plugin in record time which let’s users use natural language to do their shopping from @WooCommerce based stores ✨👾 Soon on @github @OpenAI #chatgpt … | 2 |
| 1639088359086882820 | @mitchellh This can really evolve into the specific search engine we actually need. For example flight & airbnb search thats currently impossible because current platforms limit us to using filters … | 2 |
| 1638970657869533184 | @mitchellh @nvartolomei Check out the developer experience video at the bottom of our blog post: https://t.co/LOJFrHz0AH | 2 |
| 1638986508559613952 | @mitchellh @danhigham Yup this is totally possible via the embedding api. People are feeding it massive collections of markdown files to train the model off of. It’s incredible. https://t.co/qQeXQuDrg5 | 2 |
| 1639707945964544001 | @mitchellh @_seemethere @marcosnils @kongslund @adamhjk Meta uses a token per ~23H for access to code/tools. For those of us used to long lived certs it was a bit annoying at … | 2 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1639077284156932096 | @mitchellh I wrote a little tutorial https://t.co/kkKI9fTrbp | 202 |
| 1639055289872965634 | @mitchellh for those curious about details, here is an example manifest file, python endpoint code, and required openapi spec file, all from the official example at https://t.co/NnWPk5Z75F https://t.co/cGA6RNMKZC | 82 |
| 1638973410708692992 | @mitchellh It would be amazing if as a subscriber to a service that ingests a bunch of data, I can give ChatGPT a key to access that data and then … | 79 |
| 1638995014935105543 | @mitchellh My brain has literally stopped working, I need to wait for it to back propagate and find new minima | 66 |
| 1638970657869533184 | @mitchellh @nvartolomei Check out the developer experience video at the bottom of our blog post: https://t.co/LOJFrHz0AH | 46 |
| 1638986508559613952 | @mitchellh @danhigham Yup this is totally possible via the embedding api. People are feeding it massive collections of markdown files to train the model off of. It’s incredible. https://t.co/qQeXQuDrg5 | 38 |
| 1639061379830239234 | @mitchellh Giving the model the responsibility to auth seems wildly insecure | 37 |
| 1638982011409891328 | @mitchellh Also you can just ask ChatGPT to write the OpenAPI manifest file by giving it the API URLs and sample responses. 😄 | 29 |
| 1639088359086882820 | @mitchellh This can really evolve into the specific search engine we actually need. For example flight & airbnb search thats currently impossible because current platforms limit us to using filters … | 26 |
| 1639088692546482176 | @thatfollowed @mitchellh What are the risks? All of them! | 25 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #chatgpt | 2 |
| #woocommerce | 2 |
| #gptplugin | 2 |
| #llms | 1 |
| #ai | 1 |
| #openapi | 1 |
| #winglang | 1 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @mitchellh | 346 |
| @adamhjk | 33 |
| @kongslund | 15 |
| @faustinoberlin | 15 |
| @danhigham | 14 |
| @pranman | 13 |
| @marcosnils | 9 |
| @ruv | 9 |
| @cloud5ab | 7 |
| @sama | 6 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
11
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 🤯 | 7 | exploding_head |
| 😂 | 4 | face_with_tears_of_joy |
| 😅 | 2 | grinning_face_with_sweat |
| ✨ | 2 | sparkles |
| 👾 | 2 | alien_monster |
| 😊 | 2 | smiling_face_with_smiling_eyes |
| 💪 | 2 | flexed_biceps |
| 🪄 | 2 | magic_wand |
| 🤫 | 1 | shushing_face |
| 🤪 | 1 | zany_face |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 27 |
| Activities | 4 |
| People & Body | 3 |
| Objects | 2 |
| Travel & Places | 2 |
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