CGMMaher - Tweet Data Analysis
Tweets Analysis - Keyword: @CGMMaher
Published March 8, 2023
Overview
Tweets covering
8 days
Latest tweet was on
2023-02-19
Earliest tweet was on
2023-02-10
Total number of tweets analysed
12
Average age of authors' accounts
9 years
Summarization
Research is being conducted to better understand and treat musculoskeletal pain and lower back pain in elderly adults, which is being presented in a paper expected to be published in 2023. Current clinical practice guidelines offer eleven recommendations and 156 clinical trials have been conducted to evaluate the efficacy of antidepressants; however, none of the evidence was found to be high quality. A team of researchers is working on this project and the main question to ask is if the current healthcare systems are still up to par.
Topic Modeling
- Musculoskeletal pain and best care practice
- Clinical trials for antidepressants
- Prescription opioids for older adults with L spine conditions
- Global healthcare systems
- Leadership in healthcare research
Emotional Analysis
The emotions expressed in these tweets range from excitement to gratitude and appreciation. The first tweet expresses enthusiasm for the research being done to provide better care for older adults with lower back pain. The second tweet expresses admiration for the work being done to identify best practices for musculoskeletal pain. The third tweet is an expression of gratitude to the leader of the project. The fourth tweet expresses skepticism about the efficacy of antidepressants. The fifth tweet expresses excitement for the team's work. The sixth tweet expresses a questioning attitude towards the current healthcare system. The seventh tweet expresses amusement.
Trend Analysis
- Musculoskeletal Care
- Clinical Practice Guideline
- Antidepressant Efficacy
- Global Healthcare System
- Impact of Opioids
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
5
41% of total
Number of Original tweets
2
16% of total
Number of tweets that were Quotes
1
8% of total
Number of tweets that were Replies
5
41% of total
Number of tweets that contain Hashtags
0
0% of total
Number of tweets that contain Mentions
12
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 5 |
| Twitter Web App | 4 |
| Twitter for Android | 3 |
Device Distribution
Top 10 Accounts by Followers
| 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 | 30,460 |
| NEOdotLIFE | NEO.LIFE | Tracking the people, companies, and technologies that are transforming our bodies and our minds. Read more: https://t.co/ADvOxl0E9z | 4,821 |
| msk_health | Institute for Musculoskeletal Health | Public health researchers and clinicians at @Sydney_Uni and @SydneyLHD. | 4,799 |
| giovanni_ef | Giovanni Ferreira | NHMRC Emerging Leadership Fellow @msk_health @SydneyMSK | 2,233 |
| gustavocmachado | Gustavo Machado | I’m an academic physio working with health services to improve back pain care through implementation of new models of care. Living on Dharug land, he/him | 1,147 |
| DrKdeLuca2016 | Katie de Luca | Senior Lecturer, CQU. Research interests - MSK conditions; Ageing; Physical activity; Sports medicine; Rural health. Mum, wife and lover of life! | 1,010 |
| rodrizzo_pain | Rodrigo Rizzo | PhD candidate - @unsw and @NeurAustralia. Discovering new interventions for chronic #pain. | 621 |
| ANZBack | Australia & NZ Low Back Pain Research Network | NHMRC Centre For Research Excellence.Working to improve healthcare and health outcomes for people with low back pain. | 594 |
| carriePT95 | Carrie Cunningham | - | 414 |
| MelvinBos1 | Melvin Bos MSc.🇪🇺🇺🇦 | Physiotherapist I Manual Therapist I Owner Physio Global I Aspiring Boardmember Dutch Association for Manual Therapy I Extended Scope Specialist | 156 |
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 | 33,482 |
| DrKdeLuca2016 | Katie de Luca | Senior Lecturer, CQU. Research interests - MSK conditions; Ageing; Physical activity; Sports medicine; Rural health. Mum, wife and lover of life! | 1,417 |
| rodrizzo_pain | Rodrigo Rizzo | PhD candidate - @unsw and @NeurAustralia. Discovering new interventions for chronic #pain. | 1,048 |
| MelvinBos1 | Melvin Bos MSc.🇪🇺🇺🇦 | Physiotherapist I Manual Therapist I Owner Physio Global I Aspiring Boardmember Dutch Association for Manual Therapy I Extended Scope Specialist | 953 |
| giovanni_ef | Giovanni Ferreira | NHMRC Emerging Leadership Fellow @msk_health @SydneyMSK | 678 |
| msk_health | Institute for Musculoskeletal Health | Public health researchers and clinicians at @Sydney_Uni and @SydneyLHD. | 604 |
| NEOdotLIFE | NEO.LIFE | Tracking the people, companies, and technologies that are transforming our bodies and our minds. Read more: https://t.co/ADvOxl0E9z | 437 |
| carriePT95 | Carrie Cunningham | - | 426 |
| gustavocmachado | Gustavo Machado | I’m an academic physio working with health services to improve back pain care through implementation of new models of care. Living on Dharug land, he/him | 285 |
| ANZBack | Australia & NZ Low Back Pain Research Network | NHMRC Centre For Research Excellence.Working to improve healthcare and health outcomes for people with low back pain. | 199 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| gustavocmachado | I’m an academic physio working with health services to improve back pain care through implementation of new models of care. Living on Dharug land, he/him | 2 |
| ANZBack | NHMRC Centre For Research Excellence.Working to improve healthcare and health outcomes for people with low back pain. | 1 |
| CQUMSK | Twitter account for the CQUniversity Musculoskeletal Health and Rehabilitation Research Group | 1 |
| DrKdeLuca2016 | Senior Lecturer, CQU. Research interests - MSK conditions; Ageing; Physical activity; Sports medicine; Rural health. Mum, wife and lover of life! | 1 |
| MelvinBos1 | Physiotherapist I Manual Therapist I Owner Physio Global I Aspiring Boardmember Dutch Association for Manual Therapy I Extended Scope Specialist | 1 |
| NEOdotLIFE | Tracking the people, companies, and technologies that are transforming our bodies and our minds. Read more: https://t.co/ADvOxl0E9z | 1 |
| carriePT95 | - | 1 |
| giovanni_ef | NHMRC Emerging Leadership Fellow @msk_health @SydneyMSK | 1 |
| msk_health | Public health researchers and clinicians at @Sydney_Uni and @SydneyLHD. | 1 |
| pash22 | Public Hlth Dr,interested in evid-based health services commissioning,clinical leadership & hlth policy.My views are my own,RTs are no endorsements | 1 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1625765135238463488 | 📛In the ED, >2/3rds older adults with L spine condition get prescribed opioids📛We need to know MORE about their LBP, they need better care. First publication for 2023, thank you … | 5 |
| 1625903012362469376 | 4/ Looking at 156 clinical trials involving 25,000 people that made a total of 42 distinct antidepressant-versus-placebo comparisons, they found only 11 of the 42 showed any efficacy—and none of … | 1 |
| 1627296894480252930 | @CGMMaher @msk_health Are the current healthcare systems globally still worthy @CGMMaher? That's the main question we need to ask eachother. | 0 |
| 1625816843930984448 | @DrKdeLuca2016 @CGMMaher @AndMacUSyd @CQU @CQUMSK @msk_health Thank you for leading this Katie! | 0 |
| 1625366168130453506 | @CGMMaher @AllaMelman @rpavirtual @SydneyMSK With Alla in it now! Great stuff team! https://t.co/H41XZh2v7R | 0 |
| 1624194426359943170 | @CGMMaher @msk_health 😂 | 0 |
| 1624166482216116251 | What does best practice care for musculoskeletal pain look like? Eleven consistent recommendations from high-quality clinical practice guidelines: systematic review https://t.co/PfGIDi3tEg via @CGMMaher et al | 0 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1625765135238463488 | 📛In the ED, >2/3rds older adults with L spine condition get prescribed opioids📛We need to know MORE about their LBP, they need better care. First publication for 2023, thank you … | 25 |
| 1624166482216116251 | What does best practice care for musculoskeletal pain look like? Eleven consistent recommendations from high-quality clinical practice guidelines: systematic review https://t.co/PfGIDi3tEg via @CGMMaher et al | 5 |
| 1625816843930984448 | @DrKdeLuca2016 @CGMMaher @AndMacUSyd @CQU @CQUMSK @msk_health Thank you for leading this Katie! | 3 |
| 1625903012362469376 | 4/ Looking at 156 clinical trials involving 25,000 people that made a total of 42 distinct antidepressant-versus-placebo comparisons, they found only 11 of the 42 showed any efficacy—and none of … | 2 |
| 1625366168130453506 | @CGMMaher @AllaMelman @rpavirtual @SydneyMSK With Alla in it now! Great stuff team! https://t.co/H41XZh2v7R | 2 |
| 1627296894480252930 | @CGMMaher @msk_health Are the current healthcare systems globally still worthy @CGMMaher? That's the main question we need to ask eachother. | 0 |
| 1624194426359943170 | @CGMMaher @msk_health 😂 | 0 |
Top Languages Used
Top 10 Hashtags
Top 10 Mentions
| Mention | Count |
|---|---|
| @cgmmaher | 13 |
| @msk_health | 6 |
| @andmacusyd | 3 |
| @cqu | 3 |
| @cqumsk | 3 |
| @drkdeluca2016 | 2 |
| @gustavocmachado | 2 |
| @zadro_josh | 2 |
| @allamelman | 2 |
| @rpavirtual | 2 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
41
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 📛 | 4 | name_badge |
| 😂 | 1 | face_with_tears_of_joy |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Symbols | 4 |
| Smileys & Emotion | 1 |
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