Samir_Grover - Tweet Data Analysis

Summarization

A variety of experts are exploring different ways to improve endoscopy training via new publications. There is a fee to submit abstracts which can be a barrier to research talent from lower income countries. The right combination of caution and the right tools is necessary for moving forward. There is a study which indicates that sleeping on the left side is as effective as medication for acid reflux. Abstract submissions should be free and reviewers should be blinded. Pass-fail medical school grading disadvantages students from smaller schools who may not have access to research supervisors. People need access to reliable rapid testing in order to assess their own risk and avoid lockdowns. Academics come in different shapes and flavors and people should choose what they want to be great at. Precision and close interaction between the endoscopist and assistant are important for therapeutic intervention. People should be proud of submitting abstracts even if nothing else comes of it. Finally, money that would have been spent on displays and carpets should be redirected to help pay for abstract submission fees.

Topic Modeling

1. Improving training in endoscopy
2. Research inequality
3. Balanced and compassionate view
4. Effect of body position on recovery
5. Academic pathways and avenues

Emotional Analysis

The tweets express a range of emotions, from enthusiasm and gratitude to worry and frustration. The first tweet expresses gratitude for a publication that will help the author with a presentation. The second tweet expresses worry that research fees may create a barrier to talent from lower-income countries. The third tweet expresses admiration for an article that offers a balanced and compassionate view. The fourth tweet expresses appreciation for a study that explains the effects of body position on recovery. The fifth tweet expresses frustration with the research fees and a call for research to be made free. The sixth tweet expresses frustration with the way residency selection is now almost entirely research-driven. The seventh tweet expresses agreement that the right tools and caution will win the day. The eighth tweet expresses encouragement to choose a path and be great at it. The ninth tweet expresses admiration for an observation about the position of the trainer. The tenth tweet expresses pride in abstracts even if nothing else comes of them. The eleventh tweet expresses frustration with the lack of rapid and PCR testing and the impact it has on disabled people. The twelfth tweet expresses concern that pass/fail medical school grading disadvantages hard-working and motivated students. The thirteenth tweet expresses a desire for sponsored travel for a conference. The fourteenth tweet expresses admiration for an observation about sightlining. The fifteenth tweet expresses surprise that someone publishes every communication they share in meetings. The sixteenth tweet expresses a desire to re-direct funds from booths with 8K TV displays and plush carpets to help pay for abstracts. The seventeenth tweet expresses encouragement to start with writing a manuscript and then go backwards to draft the abstract. The eighteenth tweet expresses appreciation for a group of people. Overall, the tweets express a range of emotions, from admiration and enthusiasm to worry and frustration, regarding the topics of research fees, residency selection, and medical school grading.

Trend Analysis

1. Improving Training in Endoscopy & Vocational Education
2. Abstract Submissions, Fees and Inequality in Research
3. Medical School Selection and Pass/Fail Grading System
4. Rapid Testing: Informed Risk Assessment and Lockdown Impacts
5. Research Paper/Abstract Writing for Publications