Tweets Analysis - Keyword: @AmazonScience
Overview
Total number of tweets analysed
78
Earliest tweet was on
2023-02-19
Latest tweet was on
2023-02-27
Tweets covering
8 days
Average age of authors' accounts
6 years
Summarization
Amazon Science's #ScienceQA dataset is gaining attention for its role as the primary benchmark for the next-gen #MultimodalCoT reasoning system. Amazon's Multimodal model outperforms GPT-3.5 and CoT prompting is a promising path for LLMs. Amazon Science is hiring interns and supporting research in AI-powered binary diffing. In addition, Amazon is funding a marine algae farm to help reduce carbon dioxide emissions. Amazon is also involved in various quizzes and challenges in the field of science and AI.
Topic Modeling
- Research and development: This topic includes tweets about new research and models developed by Amazon Science, MIT, and Apple in the field of machine learning and natural language processing.
- Science and technology news: This topic includes tweets about the latest developments in science and technology related to Amazon and its initiatives such as the AlexaPrize TaskBot Challenge and the Algae farm project.
- Awards and recognition: This topic includes tweets about the awards and recognition received by individuals and teams associated with Amazon Science.
- Careers at Amazon: This topic includes tweets about internships and recruitment opportunities at Amazon Science.
- Opinions and feedback: This topic includes tweets expressing opinions and feedback about Amazon Science's practices such as banning books and the #AmazonSpinandWin contest.
Emotional Analysis
The tweets express a range of emotions from excitement about scientific achievements and new developments, appreciation for the work of colleagues and collaborators, pride in personal accomplishments, interest in new opportunities and technologies, and outrage or frustration with perceived injustices or actions. There is also a general tone of positivity and enthusiasm for scientific pursuits, as well as a desire to share news and insights with others in the field.
Trend Analysis
- Amazon's ScienceQA dataset and its significance in next-gen MultimodalCoT reasoning system
- ML research updates from AmazonScience, MIT, and Apple
- Career opportunities and awards at AmazonScience
- Environmental initiatives by Amazon, including funding a farm for marine algae
- A mix of positive and negative feedback and questions related to AmazonScience's actions and decisions
Types of Tweets
Number of Retweets
23
Percentage of total tweets
29%
Number of Original tweets
39
Percentage of total tweets
50%
Number of tweets that contain Mentions
78
Percentage of total tweets
100%
Number of tweets that were Replies
11
Percentage of total tweets
14%
Number of tweets that were Quotes
7
Percentage of total tweets
8%
Number of tweets that contain Hashtags
52
Percentage of total tweets
66%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter for Android | 32 |
| Twitter Web App | 21 |
| Twitter for iPhone | 12 |
| IFTTT | 5 |
| Twitter for iPad | 3 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| AmazonScience | Amazon Science | The latest news and research from Amazon's science community. #AmazonScience | 93,569 |
| TheTuringPost | TheTuringPost | Something AInteresting is coming! Follow us to stay up-to-date with everything ML&AI | 46,202 |
| giswqs | Qiusheng Wu | Assistant Professor @UTKGeography | @Amazon Visiting Academic | Creator of #geemap & #leafmap | #EarthEngine #GDE | Talk about #Geospatial #GeoPython #DataViz | 26,209 |
| mariuskarma | @mariuskarma | Technology improve the world! Use efficiently #ML &DL #BigData #Analytics #AI #BI #Raspberry_PI #Python #ETH #tensorflow #web #api #BTC #Dapps #blockchain | 5,903 |
| ayirpelle | priya joseph | geek, entrepreneur, 'I strictly color outside the lines!', opinions r my own indeed. @ayirpelle , universal handle at this time | 3,370 |
| ysu_nlp | Yu Su | Distinguished Assistant Professor of Engineering@OhioState, Researcher@Microsoft Semantic Machines. Previously @ucsantabarbara @Tsinghua_Uni. #NLProc @osunlp | 1,898 |
| sjoerdapp | sjoerdapp | 🅰️+ player with a Day 1️⃣ mentality. I engineer shiny ☁️🤖 toys, and I'm awesome at it 😎. I ❤️ everything I do and every endeavour I undertake. | 1,784 |
| viviane41861305 | viviane ribeiro arti | - | 1,598 |
| ml_umd | UMD Center for Machine Learning | The University of Maryland Center for Machine Learning uses powerful computing tools to tackle challenges in big data, computer vision, health care and finance. | 1,562 |
| ParmidaBeigi | Parmida Beigi | ML Scientist @amazon AI: NLP, L2R, Self Supervised ML | 🎙 @alexa99 @Coursera | xCollab @Philips Research | PhD @ECEUBC | 100K+ IG | views.mine() | 1,457 |
Top 10 accounts with highest friends count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| TheTuringPost | TheTuringPost | Something AInteresting is coming! Follow us to stay up-to-date with everything ML&AI | 13,065 |
| mariuskarma | @mariuskarma | Technology improve the world! Use efficiently #ML &DL #BigData #Analytics #AI #BI #Raspberry_PI #Python #ETH #tensorflow #web #api #BTC #Dapps #blockchain | 6,511 |
| ayirpelle | priya joseph | geek, entrepreneur, 'I strictly color outside the lines!', opinions r my own indeed. @ayirpelle , universal handle at this time | 5,003 |
| giswqs | Qiusheng Wu | Assistant Professor @UTKGeography | @Amazon Visiting Academic | Creator of #geemap & #leafmap | #EarthEngine #GDE | Talk about #Geospatial #GeoPython #DataViz | 4,296 |
| sjoerdapp | sjoerdapp | 🅰️+ player with a Day 1️⃣ mentality. I engineer shiny ☁️🤖 toys, and I'm awesome at it 😎. I ❤️ everything I do and every endeavour I undertake. | 2,375 |
| Prabhak76080582 | Prabhakar Jadhav | - | 2,153 |
| FernandoAvanzo | Fernando Luiz Avanzo | - | 2,020 |
| AmazonScience | Amazon Science | The latest news and research from Amazon's science community. #AmazonScience | 1,851 |
| Shahryar_Sultan | Shahryar Sultan | Personal Account | 1,624 |
| UCR_CSE | UCR Computer Science and Engineering | The official Twitter account for the Computer Science and Engineering Department at UC Riverside | 1,471 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| Prabhak76080582 | - | 25 |
| sjoerdapp | 🅰️+ player with a Day 1️⃣ mentality. I engineer shiny ☁️🤖 toys, and I'm awesome at it 😎. I ❤️ everything I do and every endeavour I undertake. | 3 |
| makanj0la | Christian | Family, Friends | Research, CS PhD student @ VT | Code | Soccer | ArtsWebsite: https://t.co/WweCLaljXR | 3 |
| ayirpelle | geek, entrepreneur, 'I strictly color outside the lines!', opinions r my own indeed. @ayirpelle , universal handle at this time | 2 |
| TerrenceMyles | .@savannahstate , @online_HBS alumnus 📚 🏙 🌱 | 2 |
| amritsinghbedi3 | Research Scientist at the University of Maryland, College ParkInterested in Reinforcement learning, Convex/nonconvex Optimization, Federated Learning, Robotics | 2 |
| FernandoAvanzo | - | 2 |
| Artemizia_123 | - | 2 |
| wenmingye | Team Lead, Deep Engine Science team at AWS AI. (Autogluon, DGL, and more). | 1 |
| mariuskarma | Technology improve the world! Use efficiently #ML &DL #BigData #Analytics #AI #BI #Raspberry_PI #Python #ETH #tensorflow #web #api #BTC #Dapps #blockchain | 1 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1629195458638909440 | 📢Great news! Our #ScienceQA dataset is gaining significant attention lately. It is the primary benchmark for the next-gen #MultimodalCoT reasoning system by @AmazonScience, and it's now included in @huggingface: https://t.co/T2iPq6YIxP.More details: 👉https://t.co/rAliqwfy4Z https://t.co/1KExRLT13R | 15 |
| 1627912776642617344 | Amazon’s Multimodal (image+text) model outperforms GPT-3.5! Achieved by CoT (chain-of-thought) prompting which divides reasoning into multiple steps. Even 0.1% size multimodal CoT beats SotA LLM. CoT promising path for LLMs? https://t.co/eCWaGuRjfm #ChatGPT #NLProc @AmazonScience https://t.co/xkJkdFFgbD | 13 |
| 1627690028792000513 | ML Research of this week: 1. @AmazonScience Assign-and-Mix Model 2. @MIT, @MITIBMLab Post-hoc Uncertainty Learning 3. @Apple Designing Data 4. @Apple Human Annotation Effectiveness for Fact Collection Links in the thread 🧵 https://t.co/JE7lj8VC6p | 10 |
| 1628290626520338433 | #Amazon finanțează o fermă de alge marine pentru a diminua dioxidul de carbon. Este primul proiect la scară comercială, care ar putea produce 6 tone de alge în primul an de activitate. @amazon @AmazonScience https://t.co/SZlHd2ZYrb | 3 |
| 1628189317322473472 | We are hiring interns for this summer to work in our group in @awscloud and be a part of amazing group of scientists at @AmazonScience. Interested candidates please apply here AND drop me a message please https://t.co/dTl68bR33D | 3 |
| 1627724009428369408 | Prof. Heng Yin @heng_yin received Amazon Research Award of $80,000 and $20,000 AWS credits for his proposal "Next-Generation AI-Powered Binary Diffing". @AmazonScience https://t.co/7weVS2IR3D https://t.co/r8xWcUsiVr | 3 |
| 1628124712093220864 | #AutoGluon 0.7.0 is out with many new features and improvements 🚀🚀https://t.co/48ckxbvi14It is also available on conda-forge. Install it easily with conda/mamba 👇@autogluon @innixma @alex_shirkov @wenmingye @alex_shirkov @AmazonScience #AutoML #deeplearning https://t.co/pe4dQUV7eg https://t.co/dSiJK0RyfK | 2 |
| 1629176756388200448 | @AmazonScience @umdcs @gammaumd I am looking forward to investigating the fairness problem in FL. Happy to discuss more if anyone is interested!! Drop a msg or email amritbd@umd.eduI am grateful for the support of @dmanocha @ptokekar @furongh at @umdcs | 2 |
| 1627686548811485185 | The @AmazonScience #AlexaPrize TaskBot Challenge 2 is underway and five @VT_CS Ph.D. students @SanghaniCtrVT -- led by Ismini Lourentzou (@Ismini_L) -- are geared up to meet it! Read all about it in today's @vtnews story at https://t.co/xQ4Tupv7P6 https://t.co/K61rRdTFi5 https://t.co/8BVWXNFI5y | 2 |
| 1628783802884493313 | Can multimodality mitigate hallucinations and enhance the power of Chain-of-Thought reasoning in LLM? This work by @AmazonScience incorporates multimodal information, language and vision, to improve generation. Original paper: https://t.co/XxfdrrCJs9https://t.co/PQCMlj4YSE | 1 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1629195458638909440 | 📢Great news! Our #ScienceQA dataset is gaining significant attention lately. It is the primary benchmark for the next-gen #MultimodalCoT reasoning system by @AmazonScience, and it's now included in @huggingface: https://t.co/T2iPq6YIxP.More details: 👉https://t.co/rAliqwfy4Z https://t.co/1KExRLT13R | 69 |
| 1627912776642617344 | Amazon’s Multimodal (image+text) model outperforms GPT-3.5! Achieved by CoT (chain-of-thought) prompting which divides reasoning into multiple steps. Even 0.1% size multimodal CoT beats SotA LLM. CoT promising path for LLMs? https://t.co/eCWaGuRjfm #ChatGPT #NLProc @AmazonScience https://t.co/xkJkdFFgbD | 68 |
| 1627690028792000513 | ML Research of this week: 1. @AmazonScience Assign-and-Mix Model 2. @MIT, @MITIBMLab Post-hoc Uncertainty Learning 3. @Apple Designing Data 4. @Apple Human Annotation Effectiveness for Fact Collection Links in the thread 🧵 https://t.co/JE7lj8VC6p | 44 |
| 1627486508004552704 | Really enjoyed my visit to our Barcelona @AmazonScience team last month. So much talent in this city! And great weather (60s in Jan) and food of course 😌 https://t.co/E4lxdFqquc | 25 |
| 1627724009428369408 | Prof. Heng Yin @heng_yin received Amazon Research Award of $80,000 and $20,000 AWS credits for his proposal "Next-Generation AI-Powered Binary Diffing". @AmazonScience https://t.co/7weVS2IR3D https://t.co/r8xWcUsiVr | 19 |
| 1628189317322473472 | We are hiring interns for this summer to work in our group in @awscloud and be a part of amazing group of scientists at @AmazonScience. Interested candidates please apply here AND drop me a message please https://t.co/dTl68bR33D | 15 |
| 1627686548811485185 | The @AmazonScience #AlexaPrize TaskBot Challenge 2 is underway and five @VT_CS Ph.D. students @SanghaniCtrVT -- led by Ismini Lourentzou (@Ismini_L) -- are geared up to meet it! Read all about it in today's @vtnews story at https://t.co/xQ4Tupv7P6 https://t.co/K61rRdTFi5 https://t.co/8BVWXNFI5y | 15 |
| 1628124712093220864 | #AutoGluon 0.7.0 is out with many new features and improvements 🚀🚀https://t.co/48ckxbvi14It is also available on conda-forge. Install it easily with conda/mamba 👇@autogluon @innixma @alex_shirkov @wenmingye @alex_shirkov @AmazonScience #AutoML #deeplearning https://t.co/pe4dQUV7eg https://t.co/dSiJK0RyfK | 14 |
| 1629176756388200448 | @AmazonScience @umdcs @gammaumd I am looking forward to investigating the fairness problem in FL. Happy to discuss more if anyone is interested!! Drop a msg or email amritbd@umd.eduI am grateful for the support of @dmanocha @ptokekar @furongh at @umdcs | 9 |
| 1627183635102064642 | Glimpses of a good day! :) #WECodeHarvard #WomenInSTEM #CodeLikeAGirl #Engineering @LWH_Bos @SWEtalk @AmazonScience https://t.co/WSUEDoGMpD | 4 |
Top 3 Languages Used In Tweets
Top 10 Hashtags used
| Hashtag | Count |
|---|---|
| #amazonspinandwin | 13 |
| #amazonquiz | 11 |
| #alexaprize | 4 |
| #multimodalcot | 3 |
| #ai | 3 |
| #chatgpt | 3 |
| #nlproc | 3 |
| #eweek2023 | 2 |
| #scienceqa | 2 |
| #amazon | 2 |
Top 10 Hashtags Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @amazonscience | 79 |
| @amazonnews_in | 26 |
| @amazonhelp | 26 |
| @amazonin | 25 |
| @amazonmusicin | 25 |
| @amazonpay2 | 20 |
| @umdcs | 5 |
| @heng_yin | 5 |
| @amazonpay | 5 |
| @alex_shirkov | 4 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
293
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 2️⃣ | 99 | keycap_2 |
| 0️⃣ | 52 | keycap_0 |
| 3️⃣ | 29 | keycap_3 |
| 4️⃣ | 5 | keycap_4 |
| 1️⃣ | 5 | keycap_1 |
| 🚀 | 4 | rocket |
| 6️⃣ | 3 | keycap_6 |
| 🎯 | 3 | bullseye |
| 🤖 | 3 | robot |
| 🏎️ | 3 | racing_car |
Emojis groups
| Emoji Group | Count |
|---|---|
| Symbols | 200 |
| Smileys & Emotion | 9 |
| Travel & Places | 9 |
| Activities | 5 |
| People & Body | 4 |
| Objects | 2 |