Tweets Analysis - Keyword: @Stata
Overview
Total number of tweets analysed
451
Earliest tweet was on
2023-03-20
Latest tweet was on
2023-03-30
Tweets covering
9 days
Average age of authors' accounts
8 years
Summarization
The tweets cover a range of topics related to using Stata software for data analysis, including tips for using margins/marginsplot commands for interactions, loading data selectively, running code with "Execute (include)," and creating raincloud plots. Other tweets announce upcoming Stata workshops, conferences, and courses, as well as personal experiences and successes related to using Stata. Some courses and conferences cover specific topics like machine learning, text mining, and instrumental variables/structural equation modeling.
Topic Modeling
- Stata tips and tricks
- Coding and data analysis courses
- Stata conferences and workshops
- Stata swag and giveaways
- Courses and workshops on various analytical techniques
Emotional Analysis
The tweets express various emotions such as excitement, appreciation, curiosity, gratitude, and enthusiasm towards Stata software and its community. Users share their tips, experiences, and upcoming events related to data analysis, programming languages, and statistical modeling with Stata. They also express their satisfaction with the Stata conference, workshops, and swag. Furthermore, they highlight the practical skills and applications of Stata in various fields, such as economics, public policy, text mining, and social and biomedical sciences.
Trend Analysis
- Stata tips and tricks
- Coding classes and workshops
- Invitations to conferences and courses
- Personal experiences with Stata
- Training opportunities in various data analysis techniques
Types of Tweets
Number of Retweets
52
Percentage of total tweets
11%
Number of Original tweets
47
Percentage of total tweets
10%
Number of tweets that contain Mentions
451
Percentage of total tweets
100%
Number of tweets that were Replies
344
Percentage of total tweets
76%
Number of tweets that were Quotes
12
Percentage of total tweets
2%
Number of tweets that contain Hashtags
62
Percentage of total tweets
13%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter Web App | 157 |
| Twitter for iPhone | 155 |
| Twitter for Android | 116 |
| Agorapulse app | 7 |
| Twitter for iPad | 4 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| matuk | Farid Matuk | : ESTUDIOS https://t.co/0FqEW0yVzs & https://t.co/A0JmKt8Nc6 / FUNCIONARIO ocho años / CONSULTOR once años / CATEDRATICO doce años | 52,636 |
| KhoaVuUmn | Khoa Vu | Applied microeconomist. Econmemer. Mastodon @khoavuumn@econtwitter.net | 50,493 |
| 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 | 46,964 |
| smotus | Seth Masket | Political scientist, @UofDenver/@CAPatDU. Subscribe to my free newsletter about the Republican presidential contest: https://t.co/5JBhO281pS | 44,844 |
| rdpeng | Roger D. Peng | Professor of Statistics and Data Sciences @UT_Stats | Prev @JHUBiostat | R Programming for Data Science | @simplystats | @NSSDeviations | @theeffortreport | 44,607 |
| Stata | Stata | Statistical Software for Data Science. French: @Stata_fr Spanish: @Stata_es Support: tech-support@stata.com | 31,863 |
| rstatstweet | Rstats | I retweet #rstats stuff. Maintained by @justin_ct_ho. | 27,834 |
| benwansell | Ben Ansell | Professor of Comparative Democratic Institutions, Nuffield & University of Oxford, FBA. https://t.co/iBvUvBGYjl. Why Politics Fails: https://t.co/TerEuQvhap | 13,652 |
| AsjadNaqvi | Asjad Naqvi | PhD Econ @NSSRNews '12. Habilitated. Stata stuff. Climate change ↔ economic impacts. ABMs/SFCs/DiDs. @WIFOat, @wu_vienna, @IIASAVienna 🌍 | 11,755 |
| toddrjones | Todd Jones 🦊 | Economics professor, @msstate, @CESifoNetwork, and @iza_bonn | Applied micro, econ of ed, data viz, programming tips | Latter-day Saint | 11,569 |
Top 10 accounts with highest friends count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| KhoaVuUmn | Khoa Vu | Applied microeconomist. Econmemer. Mastodon @khoavuumn@econtwitter.net | 9,743 |
| jmtoralc | Manuel Toral | Hago análisis con datos 💻 No es cuestión de culto, pero porto los collares: santería que casi nadie trae...🔥 | 5,898 |
| ZouhairABH | Zouhair Ait Benhamou, PhD. | HANK, Emerging Econs and other stuff. @HECParis '11 @UParisNanterre @EconomixU PhD. A. Professor @univlhnormandie Doing econ stuff to feed my cats. | 5,402 |
| rodasmilian | Alexis Rodas | Economist (@uqroo_mx/@elcolmex). Peruvian (Chiclayo) | Mexican (Chetumal). Fútbol: ¡Hala Madrid! Opinions are my own. RT or Like ≠ endorsement. | 5,001 |
| alan_seals | Alan Seals | Husband, Father, Teacher, Economist, Half-Assed Musician, Braves Fan, Street Philosopher. Seriously considering becoming a Democrat but probably won’t. | 4,950 |
| rlopezbu | Dr. Rubén López | Health Sciences Civil servant. Solo tengo preguntas, no respuestas. | 4,379 |
| JeremyGretton | Jeremy Gretton | Husband | Dad | Sr. Advisor @bit_canada | PhD, Social Psych. @OhioState | Attitudes, Persuasion, Bias | Teaching & Research | Opinions (and puns) are mine 🇨🇦 | 4,213 |
| smotus | Seth Masket | Political scientist, @UofDenver/@CAPatDU. Subscribe to my free newsletter about the Republican presidential contest: https://t.co/5JBhO281pS | 4,152 |
| saltmangolover | സ്വാമി ഉപ്പ്മാങ്ങപ്പ്രിയൻ (മാനേജ്മെന്റ് ക്വോട്ട) | മനുഷ്യൻ, മലയാളി, സംഘി-വിരുദ്ധൻ. parody | fan account @saltmangolover@mastodon.social | 4,150 |
| dlmillimet | Daniel Millimet 🇺🇦 | Robert H. & Nancy Dedman Trustee Prof of Econ at @SMU, husband, son, proud papa, baseball junkie, Carroll Dragon. Mastodon: @dlmillimet@econtwitter.net | 3,916 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| StataChuck | Director of Statistical Outreach StataCorp LLC | 17 |
| SDAS_ANZ | Survey Design and Analysis Services are the official distributors of Stata Software in Australia, New Zealand and Indonesia | 16 |
| statauk | By @timberlakeltd. Official @Stata distributor. A dedicated place for Stata sales, training & consulting. Supporting all Timberlake offices globally. | 7 |
| ValentimVicente | Political scientist. Postdoctoral Prize Research Fellow @NuffieldCollege @UniOfOxford. Researching what we think is ok to do in a democracy & how that changes. | 6 |
| GaborBekes | CEU (Vienna), Economics & Data | Author: Data Analysis for Business, Economics, and Policy (Cambridge UP) @Gabors_Data | 5 |
| toddrjones | Economics professor, @msstate, @CESifoNetwork, and @iza_bonn | Applied micro, econ of ed, data viz, programming tips | Latter-day Saint | 4 |
| regionomics | Academic & a columnist for the Financial Post. Researches real estate & transport markets. Author: Getting Started w/ Data Science (https://t.co/xEbhc0wM75). | 4 |
| m0457356748 | David is passionate about data and the value it can provide for researchers, organisations, government and the public. | 3 |
| leqonomics | Urban Economist @JHUCarey & @JohnsHopkins, studying agglomeration and housing markets. Wondering and wandering. | 3 |
| sarasadhwani | Asst Prof Politics @PomonaCollege | CA Redistricting Commissioner | Co-host @IssuesOn1 Podcast | Researcher @AAPIData | Race-Immigration-Voting | Mom | 3 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1640707806725652480 | Interested to learn code for data analysis, or just see/learn how it's done in coding languages @Stata #rstats #Python yourself? Check out our new coding classes for @Gabors_Data. Wrangle, describe, visualize, analyze. https://t.co/3ktCs3eGEu Example using @thewmsproject https://t.co/IjWtmhIo3R | 24 |
| 1639296678506397696 | Join us in London for Prof. Wooldridge's Difference in Differences course on 11 - 12 May. Learn more and Register now -> https://t.co/MLHK6hZz5V @Stata @jmwooldridge https://t.co/BD47xPDIxA | 21 |
| 1640851822196973569 | What is a relaxing way of taking a break from a crazy work month? Write a new late night @Stata guide on #Raincloud plots: https://t.co/Pqud5jxnaa I posted this a while back and got a bunch of requests to share the code. So here you go! Do share your own rainclouds. | 20 |
| 1638833260863029248 | 𝐋𝐢𝐧𝐤𝐬: For those interested in 𝗦𝗧𝗔𝗧𝗔: https://t.co/NblaC4xP3K For those interested in 𝗥: https://t.co/FLwoWdHYcU #rstats @Stata #datascience #econometrics | 18 |
| 1640448513321627648 | Quick @Stata tip: when loading data with "use", you can load only select vars w/ a varlist, use "in" to select obs. by #, and/or use "if" to select obs. w/ logic: sysuse auto2, clear tempfile a save `a' use make turn using `a' in 2/9 use `a' if length>200 h/t @thomasgoldring! | 17 |
| 1641117514326327298 | Quick @Stata tip: Two helpful options I only recently (😭) discovered when using the mighty margins/marginsplot commands for interactions: 1) "plot#opts" to have complete control over each individual line and marker 2) using "xlab" to specify each label on the x-axis https://t.co/LaEqzMWjfy | 16 |
| 1640069211010609166 | Very excited to announce the 2023 Northern European @Stata Conference, taking place in Stockholm on September 1st! 🥳 Abstract submission is now open, please email: 📩 caroline.weibull@ki.se More information can be found on the conference website ⬇️ https://t.co/5ZHwjuByy0 | 13 |
| 1639892307821359104 | Great #python from @stata bit Going From Stata to Pandas by @AdamRossNelson in @TDataScience. Nice. Should know basics even w #ChatGPT helping https://t.co/l8BwsOVJqA https://t.co/hhcyUnFSNi | 8 |
| 1641096896931577856 | Quick @Stata tip (and one of my all-time favorites!): run your code with "Execute (include)" (as opposed to the default "Execute (do)") to access in the Command Prompt the locals and tempfiles you created in the Do-file Editor (and vice versa). https://t.co/q9sTkcr7t4 | 7 |
| 1638480958096637954 | If you need to gain practical skills in text mining this foundation course is for you-> https://t.co/UeaUriyn20 We introduce you to the fundamentals of Text Mining techniques in Stata and Python, and to their applications in various socio-economic contexts. @Stata @AntonioZinilli https://t.co/JDOM2n1xKx | 5 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1641117514326327298 | Quick @Stata tip: Two helpful options I only recently (😭) discovered when using the mighty margins/marginsplot commands for interactions: 1) "plot#opts" to have complete control over each individual line and marker 2) using "xlab" to specify each label on the x-axis https://t.co/LaEqzMWjfy | 127 |
| 1640707806725652480 | Interested to learn code for data analysis, or just see/learn how it's done in coding languages @Stata #rstats #Python yourself? Check out our new coding classes for @Gabors_Data. Wrangle, describe, visualize, analyze. https://t.co/3ktCs3eGEu Example using @thewmsproject https://t.co/IjWtmhIo3R | 114 |
| 1639296678506397696 | Join us in London for Prof. Wooldridge's Difference in Differences course on 11 - 12 May. Learn more and Register now -> https://t.co/MLHK6hZz5V @Stata @jmwooldridge https://t.co/BD47xPDIxA | 109 |
| 1640152535661936640 | Thank you, @Stata conference. Have the very first poster in my life. https://t.co/KX4aqYgXFD | 104 |
| 1640448513321627648 | Quick @Stata tip: when loading data with "use", you can load only select vars w/ a varlist, use "in" to select obs. by #, and/or use "if" to select obs. w/ logic: sysuse auto2, clear tempfile a save `a' use make turn using `a' in 2/9 use `a' if length>200 h/t @thomasgoldring! | 92 |
| 1641096896931577856 | Quick @Stata tip (and one of my all-time favorites!): run your code with "Execute (include)" (as opposed to the default "Execute (do)") to access in the Command Prompt the locals and tempfiles you created in the Do-file Editor (and vice versa). https://t.co/q9sTkcr7t4 | 83 |
| 1640851822196973569 | What is a relaxing way of taking a break from a crazy work month? Write a new late night @Stata guide on #Raincloud plots: https://t.co/Pqud5jxnaa I posted this a while back and got a bunch of requests to share the code. So here you go! Do share your own rainclouds. | 78 |
| 1639892307821359104 | Great #python from @stata bit Going From Stata to Pandas by @AdamRossNelson in @TDataScience. Nice. Should know basics even w #ChatGPT helping https://t.co/l8BwsOVJqA https://t.co/hhcyUnFSNi | 61 |
| 1639368092282241025 | After ~3 years in the planning, we finally resumed the @Stata Texas Empirical Micro Conference! The pandemic is officially over lol. Lots of pics coming... https://t.co/srkthdlI3X | 58 |
| 1638833260863029248 | 𝐋𝐢𝐧𝐤𝐬: For those interested in 𝗦𝗧𝗔𝗧𝗔: https://t.co/NblaC4xP3K For those interested in 𝗥: https://t.co/FLwoWdHYcU #rstats @Stata #datascience #econometrics | 50 |
Top 3 Languages Used In Tweets
Top 10 Hashtags used
| Hashtag | Count |
|---|---|
| #python | 16 |
| #rstats | 12 |
| #stata | 10 |
| #webinar | 9 |
| #stata17 | 5 |
| #pip | 4 |
| #tutorialvideo | 3 |
| #raincloud | 2 |
| #graph | 2 |
| #stata16 | 2 |
Top 10 Hashtags Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @stata | 454 |
| @statachuck | 14 |
| @dropbox | 12 |
| @sdas_anz | 9 |
| @toddrjones | 9 |
| @dlmillimet | 9 |
| @statauk | 7 |
| @asjadnaqvi | 6 |
| @gaborbekes | 6 |
| @valentimvicente | 6 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
15
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 😭 | 3 | loudly_crying_face |
| 🤓 | 3 | nerd_face |
| 🧵 | 2 | thread |
| 🥳 | 2 | partying_face |
| 📩 | 2 | envelope_with_arrow |
| ⬇️ | 2 | down_arrow |
| 😜 | 2 | winking_face_with_tongue |
| 😁 | 2 | beaming_face_with_smiling_eyes |
| 👨💻 | 2 | man_technologist |
| 😍 | 2 | smiling_face_with_heart-eyes |
Emojis groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 38 |
| People & Body | 14 |
| Objects | 5 |
| Activities | 3 |
| Animals & Nature | 3 |
| Symbols | 2 |
| Food & Drink | 2 |
| Travel & Places | 1 |