cochranecollab - Tweet Data Analysis
Tweets Analysis - Keyword: @cochranecollab
Published April 9, 2023
Overview
Tweets covering
9 days
Latest tweet was on
2023-03-29
Earliest tweet was on
2023-03-20
Total number of tweets analysed
280
Average age of authors' accounts
8 years
Summarization
These tweets cover a variety of topics related to the work and publications of the Cochrane Collaboration, including issues with flawed reviews and unethical research, the launch of their first open access journal, the legacy of a research group, updates to their reviews, training opportunities, and more. Several individual papers and research projects, as well as mentions of staff members and collaborations, are also highlighted. Overall, the tweets emphasize the importance of evidence-based research and promoting patient well-being.
Topic Modeling
- Cochrane Collaboration's role in conducting reviews
- Evidence synthesis and methods in healthcare research
- Controversies around Cochrane Collaboration's reviews and decisions
- Specific topics of interest (such as exercise and depression, dietary adherence, home birth, etc.)
- Training and educational opportunities related to evidence synthesis
Emotional Analysis
The emotions expressed in these tweets are a mixture of frustration and disappointment towards the quality and ethics of research conducted by Cochrane Collaboration. Some tweets highlight flaws in their methodology, such as narrow focus on sub-populations and lack of informed consent for treatment risks. Other tweets express concern over the impact of these flaws on patient well-being. Despite these criticisms, some tweets celebrate the launch of Cochrane's new open-access journal and training opportunities for evidence synthesis. There are also tweets promoting new research and collaboration opportunities with Cochrane.
Trend Analysis
- Use of @cochranecollab in tweets related to medical research and evidence synthesis
- Issues related to flawed or unethical reviews and their impact on patient well-being
- Finding evidence in areas where running an RCT would be unethical
- New publications and launches by @cochranecollab, including their first open access journal and availability of software for systematic review production
- Promotion of person-centered care and effective partnership working in healthcare
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
113
40% of total
Number of Original tweets
44
15% of total
Number of tweets that were Quotes
31
11% of total
Number of tweets that were Replies
112
40% of total
Number of tweets that contain Hashtags
119
42% of total
Number of tweets that contain Mentions
280
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter Web App | 123 |
| Twitter for iPhone | 84 |
| Twitter for Android | 44 |
| Hootsuite Inc. | 7 |
| Twitter for iPad | 7 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| CochraneLibrary | The Cochrane Library | The Cochrane Library is THE place to find the most up-to-date evidence-based systematic reviews. | 80,453 |
| GidMK | Health Nerd | @gidmk@med-mastodon.com Epidemiologist. Writer (Guardian, Observer etc). ' PhDing at @UoW Host of @senscipod Email gidmk.healthnerd@gmail.com he/him | 78,481 |
| AfpFactual | AFP Factual 🔎 | Información verificada por @afpespanol Puedes solicitarnos verificaciones por WhatsApp 📲 Iberoamérica https://t.co/zWUJyWDkGU EEUU https://t.co/VZQayJ100t | 68,893 |
| CochraneUK | Cochrane UK | Evidence-based health care #EBM. Sharing #CochraneEvidence. @NIHRresearch funded. Tweets by Selena or @SarahChapman30. Supporting @Students4BE | 62,038 |
| pash22 | Ash Paul | Public Hlth Dr,interested in evid-based health services commissioning,clinical leadership & hlth policy.My views are my own,RTs are no endorsements | 30,534 |
| ToshiAkima | Dr Satoshi Akima FRACP 『秋間聰』 | Nephrology & Internal Medicine. Immunothrombosis incl DIC. ISTH Member. No Conflicts of Interest. Views my own etc | 29,465 |
| isanidad | iSanidad | "iSanidad. Lo mejor de la Sanidad" es un portal de información profesional sanitaria que contribuye al mejor conocimiento del entorno de la profesión médica | 23,185 |
| 3ieNews | 3ie | International Initiative for Impact Evaluation (3ie) is an international NGO promoting evidence-informed development policies and programmes. | 17,103 |
| AriesTerron | Aries Terrón | Nutriólogo y Entrenador. Levanto objetos pesados y me alimento con hamburguesas sin mayonesa. Aquí pura cosa random, nada serio, para eso ve a mis otras redes. | 12,834 |
| GrupoHLA | Grupo HLA | Somos uno de los principales proveedores de servicios sanitarios en España con una red de 18 hospitales y 35 centros médicos | 12,809 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| pash22 | Ash Paul | Public Hlth Dr,interested in evid-based health services commissioning,clinical leadership & hlth policy.My views are my own,RTs are no endorsements | 33,579 |
| CochraneUK | Cochrane UK | Evidence-based health care #EBM. Sharing #CochraneEvidence. @NIHRresearch funded. Tweets by Selena or @SarahChapman30. Supporting @Students4BE | 8,875 |
| GrupoHLA | Grupo HLA | Somos uno de los principales proveedores de servicios sanitarios en España con una red de 18 hospitales y 35 centros médicos | 8,795 |
| crwequine | Cindy Wilinski | Basic Researcher (IL-22 primarily) NO political affiliations, they’re all incompetent. #autistic #mcs #leukinlab Opinions are my own. | 6,966 |
| FibroidNetwork | Fibroid New Research | #Fibroids #Patient Advocates Group #EVBM 💜UK @Fibroidsupport #PatientExperience #Fibroid 🌎 Research #Mesh #Events #UroGyn #PatientSafety #QOLY Outcomes #NHS | 5,010 |
| SynthIge | IgE Synth #RFKJrForPresident2024 | Bringing engineering rigor to vaccine tinkering since 2013. https://t.co/zcJCVqi1hx | 4,998 |
| KITTYKAT99 | Cathy | South London and proud!! Proud mum to my lovely 18 year old son. Keen baker, grower of flowers & Frustrated at times CPFC fan WE ARE PREMIER LEAGUE | 4,996 |
| kirkmurphy | Kirk Murphy 🇺🇦 | We live in capitalism, its power seems inescapable-but then, so did the divine right of kings-Ursula LeGuin /"The Nazis changed but they never went away"-Chumba | 4,996 |
| SteveCa31353955 | Steve | #FreeAssangeNOW #DavosSafe #maskup #MasksSaveLives #CovidIsntOver | 4,883 |
| BertiFranz | Berti Franz | .....die Konservative! | 4,703 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| SynthIge | Bringing engineering rigor to vaccine tinkering since 2013. https://t.co/zcJCVqi1hx | 7 |
| AlexisKat6 | - | 5 |
| Analima_alef | Médica, psicóloga junguiana, artista plástica | 5 |
| isanidad | "iSanidad. Lo mejor de la Sanidad" es un portal de información profesional sanitaria que contribuye al mejor conocimiento del entorno de la profesión médica | 5 |
| EllaFlemyng | Editorial Product Lead at @cochranecollab. Research integrity, reliability & evidence synthesis. Views are my own. | 5 |
| francvs | - | 5 |
| cochranemthds | Sharing news, research & developments relevant to Cochrane methods & evidence synthesis. Tweets by @Ingrid_ArevaloR @racherichardson @EllaFlemyng | 4 |
| WT_Chien | Professor & Director, Nethersole Sch Nurs, CUHK Co-lead, Cochrane HK & Nursing Assoc Editor, Trials & Frontiers in Psych. Editorial Board @cochranemthd | 4 |
| KITTYKAT99 | South London and proud!! Proud mum to my lovely 18 year old son. Keen baker, grower of flowers & Frustrated at times CPFC fan WE ARE PREMIER LEAGUE | 4 |
| ID_Denmark | MD/PhD. Senior Consultant, Infectious Diseases. Proud defender of Scandinavia's approach to Covid mitigation. | 4 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1639061033343152129 | Searching the @cochranecollab database, I found more examples of reviews of physical protections in areas where running an RCT would be unethical—because they have no ethics guidelines in their Handbook. … | 55 |
| 1638538598512197634 | Seeking some help from the #evidence #synthesis community. Can you share your most influential examples of where an evidence synthesis changed the nature of existing recommendations or practices based on … | 12 |
| 1638083223837081604 | La primera revista de acceso abierto de @cochranecollab “Cochrane Evidence Synthesis and Methods” acaba de publicar sus primeros artículos. Puedes consultarla aquí 👇🏻 https://t.co/sjgiiB6VII | 11 |
| 1640235159818477569 | Update to @cochranecollab review on #HomeBirth: new framing since the last update, "In line with Archie Cochrane, we consider planned hospital birth as the experimental intervention" & emphasis is on … | 11 |
| 1638179347818242048 | ✨ Cochrane Evidence Synthesis and Methods, @cochranecollab 's first #openaccess journal, has published its first articles. Read the launch Editorial, an exemplar #rapidreview, & watch a video about how to … | 11 |
| 1639273328916459521 | 1/17 As we approach the end of NIHR infrastructure funding on 31 March, we reflect on the PaPaS Group’s 24-year adventure (a thread🧵) @NIHRresearch @EFIC_org @cochranecollab @CochraneUK @brunelchwl @IASPpain @BritishPainSoc … | 11 |
| 1640348099896811521 | Are you a #journalist, #blogger, or #ContentCreator interested in health issues and want to get a copy of this manual? Contact .@ComfortMussa @CanadaCameroon @Sisterspeak237 @factfindermedia @echosanteinfo @cochranecollab @JBIEBHC @CRTV_web @MinsanteCMR … | 10 |
| 1638082213446074368 | @EvidSynIRL @WHO @Saif_Rahman_KM @decdevane @hrbireland @FrankMoriarty @GuyattGH @blairmatthewd @tanerieylul @nursemidwifeUoG Applause 👏 for these @cochranecollab authors 👆who used the Long COVID core outcome set, https://t.co/UU7pQVTWRn, to inform their systematic review. … | 9 |
| 1640742194494447623 | 📢 Check out the incredible and comprehensive lineup of #EvidenceSynthesis training opportunities for 2023! Don't miss out on these valuable learning experiences. For more information and registration, visit 👉 https://t.co/jQBFCPc4Bp … | 9 |
| 1641006285347758082 | 🎉 @cochranecollab has announced the availability of #RevManWeb, the popular, web-based #SystematicReview production software, to the wider academic community! https://t.co/wy3j3lMUVx Exciting news for all evidence synthesis researchers & those teaching … | 8 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1640217464951955462 | 10/n This is where the story actually gets quite funny. Of the 7 high quality reviews, 5 were done by @cochranecollab. 3 of these reviews looked at tiny specific sub-populations, … | 156 |
| 1639061033343152129 | Searching the @cochranecollab database, I found more examples of reviews of physical protections in areas where running an RCT would be unethical—because they have no ethics guidelines in their Handbook. … | 132 |
| 1638441271592361984 | “As it is, the current situation is untenable. The decision to leave the flawed review standing during this open-ended period was extremely unfortunate and damaging to patient well-being.” @cochranecollab https://t.co/j3LekaNKV8 | 36 |
| 1640343647164981256 | About that "science" @cochranecollab documented the risks of #deferiprone vs licensed Rx: -2.6 fold increased risk of joint pain -8.9 fold increased risk of liver injury -11.7 fold increased risk … | 35 |
| 1638179347818242048 | ✨ Cochrane Evidence Synthesis and Methods, @cochranecollab 's first #openaccess journal, has published its first articles. Read the launch Editorial, an exemplar #rapidreview, & watch a video about how to … | 27 |
| 1639273328916459521 | 1/17 As we approach the end of NIHR infrastructure funding on 31 March, we reflect on the PaPaS Group’s 24-year adventure (a thread🧵) @NIHRresearch @EFIC_org @cochranecollab @CochraneUK @brunelchwl @IASPpain @BritishPainSoc … | 24 |
| 1638083223837081604 | La primera revista de acceso abierto de @cochranecollab “Cochrane Evidence Synthesis and Methods” acaba de publicar sus primeros artículos. Puedes consultarla aquí 👇🏻 https://t.co/sjgiiB6VII | 24 |
| 1638285699937083392 | New podcast on our #hipfracture recovery @cochranecollab @CochraneBJMT review. Great job @msk_health PhD candidate @venisakwok Dr Niki Fairhall! @SydneyMSK @SydneyResearch @sydFMH_EMCR https://t.co/UXwCYCdKx2 | 20 |
| 1638082213446074368 | @EvidSynIRL @WHO @Saif_Rahman_KM @decdevane @hrbireland @FrankMoriarty @GuyattGH @blairmatthewd @tanerieylul @nursemidwifeUoG Applause 👏 for these @cochranecollab authors 👆who used the Long COVID core outcome set, https://t.co/UU7pQVTWRn, to inform their systematic review. … | 18 |
| 1638486234975617024 | @davidtuller1 .@cochranecollab (rightly) canned a protocol for a review of puberty blockers citing @NICEComms' https://t.co/dkjekcE8LH Why refuse to can this project too, when NICE published a review and guidelines for … | 17 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #cochraneesm | 18 |
| #cochraneengage | 9 |
| #openaccess | 9 |
| #systematicreview | 8 |
| #salud | 8 |
| #evidencebasedmedicine | 7 |
| #talkevidence | 7 |
| #revmanweb | 6 |
| #rapidreview | 6 |
| #anuarioisanidad2022 | 6 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @cochranecollab | 284 |
| @meerpohl | 18 |
| @billgates | 15 |
| @mhragovuk | 15 |
| @d_s_thakur | 15 |
| @uaem | 15 |
| @transparencyuk | 15 |
| @justtreatment | 15 |
| @naudetflorian | 15 |
| @macrobotweet | 15 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
68
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| ➡️ | 16 | right_arrow |
| 🎧 | 14 | headphone |
| 🎉 | 8 | party_popper |
| 🙋 | 8 | person_raising_hand |
| 🧵 | 8 | thread |
| 0⃣ | 6 | keycap_0 |
| 🧑 | 6 | person |
| ⚕️ | 6 | medical_symbol |
| 🤓 | 5 | nerd_face |
| 🤣 | 5 | rolling_on_the_floor_laughing |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Symbols | 49 |
| Objects | 44 |
| People & Body | 43 |
| Smileys & Emotion | 21 |
| Activities | 18 |
| Travel & Places | 7 |
| Animals & Nature | 6 |
| Flags | 2 |
| Food & Drink | 2 |
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