AmazonScience - Tweet Data Analysis
Tweets Analysis - Keyword: @AmazonScience
Published April 7, 2023
Overview
Tweets covering
8 days
Latest tweet was on
2023-02-27
Earliest tweet was on
2023-02-19
Total number of tweets analysed
78
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
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
29% of total
Number of Original tweets
39
50% of total
Number of tweets that were Quotes
7
8% of total
Number of tweets that were Replies
11
14% of total
Number of tweets that contain Hashtags
52
66% of total
Number of tweets that contain Mentions
78
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for Android | 32 |
| Twitter Web App | 21 |
| Twitter for iPhone | 12 |
| IFTTT | 5 |
| Twitter for iPad | 3 |
Device Distribution
Top 10 Accounts by Followers
| 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 by Friends
| 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 by Retweets
| 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 … | 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? … | 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 … | 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 … | 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 … | 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 … | 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 … | 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 … | 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 by Likes
| 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 … | 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? … | 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 … | 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 … | 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 … | 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 … | 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 … | 9 |
| 1627183635102064642 | Glimpses of a good day! :) #WECodeHarvard #WomenInSTEM #CodeLikeAGirl #Engineering @LWH_Bos @SWEtalk @AmazonScience https://t.co/WSUEDoGMpD | 4 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #amazonspinandwin | 13 |
| #amazonquiz | 11 |
| #alexaprize | 4 |
| #multimodalcot | 3 |
| #ai | 3 |
| #chatgpt | 3 |
| #nlproc | 3 |
| #eweek2023 | 2 |
| #scienceqa | 2 |
| #amazon | 2 |
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 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
293
Emojis Used
| 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 |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Symbols | 200 |
| Smileys & Emotion | 9 |
| Travel & Places | 9 |
| Activities | 5 |
| People & Body | 4 |
| Objects | 2 |
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