Nephro_Sparks - Tweet Data Analysis
Tweets Analysis - Keyword: @Nephro_Sparks
Published April 9, 2023
Overview
Tweets covering
10 days
Latest tweet was on
2023-02-23
Earliest tweet was on
2023-02-12
Total number of tweets analysed
285
Average age of authors' accounts
8 years
Summarization
The tweets cover a range of topics related to nephrology, including discussions on insertion site procedures, advancing nephrology, managing complications and challenges, monthly pregnancy tests, and the role of infection control in dialysis units. Some tweets suggest seeking help from interventional nephrologists or IR, while others offer specific solutions and techniques. Overall, the tweets demonstrate a collaborative and forward-thinking approach to improving nephrology practices and patient outcomes.
Topic Modeling
- Interventional Nephrology procedures
- Nephrology education and advancement
- Patient care and concerns
- Clinical decision making and techniques
- Dialysis unit management and infection control
Emotional Analysis
The tweets cover a range of emotions, including excitement and pride in advancing the field of nephrology, frustration with medical procedures, and humor. Some tweets express concern about legal risks and the impact of insurance on the healthcare industry. There is also some tension and disagreement expressed in a few tweets, but overall the emotions are positive and collaborative.
Trend Analysis
- Interventional nephrology procedures and techniques are discussed and shared among professionals.
- The importance of advancing nephrology as a field is recognized and celebrated.
- Conversations around the use and risks of certain medications in nephrology, particularly in pregnant patients.
- The role and impact of insurance on dialysis patients and the medical industry is criticized and questioned.
- Discussion around the management and prevention of infections in dialysis units.
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
29
10% of total
Number of Original tweets
2
0% of total
Number of tweets that were Quotes
5
1% of total
Number of tweets that were Replies
252
88% of total
Number of tweets that contain Hashtags
51
17% of total
Number of tweets that contain Mentions
285
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 181 |
| Twitter Web App | 63 |
| Twitter for Android | 27 |
| TweetDeck | 6 |
| Twitter for Mac | 5 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| kidney_boy | Joel M. Topf, MD FACP | Saying the product of the kidneys is urine is like saying the product of a factory is pollution. Urine is a by-product. The product is homeostasis COI: link👇🏼 | 54,341 |
| NephJC | Nephrology Journal Club | A twice monthly nephrology journal club that meets on Twitter. Hashtag #NephJC | 31,414 |
| edgarvlermamd | Edgar V. Lerma 🇵🇭 | Chicago Sports Fan... Nephrologist by day. My tweets are not medical advice. The views expressed here are my own and not those of my employer. | 25,289 |
| Nephro_Sparks | Matthew Sparks, MD | PD @DukeKidney & @VADurham|@RenalFellowNtwk|@ajkdonline|@NephJC|#NephMadness creator|#NSMC PD|@KIDNEYcon Edu Dir|@kidneynews|@Neph_SIM Ad Board|🏳️🌈ally | 20,881 |
| hswapnil | Swapnil Hiremath @hswapnil@med-mastodon.com | Nephrologist = kidney doc, #NephJC cofounder; Work @OttawaHospital @UOttawa; No PhrMA conflicts; QT hater; MPH 🤷🏽♂️; He/Him/His; @FreelyFiltered panelist | 19,836 |
| annetkiraboc1 | Annet Kirabo D.V.M., M.Sc., Ph.D., F.A.H.A. | Associate Professor @VUMC #Hypertension, #kidney, #immunology #HostMicrobiotaInteraction. Mother of 2, wife. Associate Editor @CircRes. Tweets are my own. | 14,367 |
| rheault_m | Michelle Rheault | Ped nephrologist,Division director,#NephJC, Tweets my own. COI: Alexion,Chinook,Travere,Reata, Sanofi,Otsuka. Alis volat propriis. (she/her) Pronounced “row” | 11,800 |
| NephRodby | Roger Rodby | Academic nephrology, gardening, golfing, biking, not necessarily in that order. Rush Fellow. Prg. Dir. | 11,788 |
| kdjhaveri | Kenar Jhaveri @kdjhaveri@med-mastodon.com | Nephrologist Educator, Rapidly Progressive Glomerular Nephrologist, onconephrologist, cyclist 🚴♀️, runner 🏃 Editor in chief: ASN Kidney News | 9,205 |
| aishaikh | Aisha Shaikh @aishaikh@med-mastodon.com | Nephrologist @MSKCancerCenter , @MSK_Neph | Interested in Vascular Access & Onconephrology | Tweets are not medical advice | Opinions my own | 8,464 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| annetkiraboc1 | Annet Kirabo D.V.M., M.Sc., Ph.D., F.A.H.A. | Associate Professor @VUMC #Hypertension, #kidney, #immunology #HostMicrobiotaInteraction. Mother of 2, wife. Associate Editor @CircRes. Tweets are my own. | 12,313 |
| Nephro_Sparks | Matthew Sparks, MD | PD @DukeKidney & @VADurham|@RenalFellowNtwk|@ajkdonline|@NephJC|#NephMadness creator|#NSMC PD|@KIDNEYcon Edu Dir|@kidneynews|@Neph_SIM Ad Board|🏳️🌈ally | 7,052 |
| daydreamer455 | imaging | Emptiness | 5,004 |
| ClinChemMD | David N. Alter MPH MD DABCC🧬 | The Director of Clinical Chemistry;@EmoryPathology Associate Professor-Clinical Chemistry is the gateway to lab medicine not pathology’s stepchild Go Blue45-23! | 5,000 |
| mjhallisey | Michael J Hallisey, M.D. | Doctor/Father of 4 young men. Hockey and golf Dad. Enjoys thriller books and movies. Caravaggio fan. | 4,963 |
| DRsonosRD | Renee Dversdal | Chief Medical Officer @VaveHealth, hospitalist & #IMpocus #POCUS educator @OHSUnews. Tweets reflect my own opinions, not those of my employers. | 4,901 |
| Hru_socialwork | social worker | #Social_entrepreneur social,financial #inclusion for vulnerable communities and marginalised & Group follow on social media project @Kamuk88 @KalyankariJan #TB | 4,595 |
| rheault_m | Michelle Rheault | Ped nephrologist,Division director,#NephJC, Tweets my own. COI: Alexion,Chinook,Travere,Reata, Sanofi,Otsuka. Alis volat propriis. (she/her) Pronounced “row” | 4,448 |
| hswapnil | Swapnil Hiremath @hswapnil@med-mastodon.com | Nephrologist = kidney doc, #NephJC cofounder; Work @OttawaHospital @UOttawa; No PhrMA conflicts; QT hater; MPH 🤷🏽♂️; He/Him/His; @FreelyFiltered panelist | 4,421 |
| NephRodby | Roger Rodby | Academic nephrology, gardening, golfing, biking, not necessarily in that order. Rush Fellow. Prg. Dir. | 4,286 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| NMawlaMD | Interventional Nephrologist at Dallas Nephrology Associates. Fan of #endoAVF, #nephbbq and #distalradial. Past lives at @slunephrons @slusom @mcgovernmed. | 23 |
| DHidlayVIR | Medical Director of Interventional RadiologyAugusta Health Medical CenterUniversity of Washington FellowshipBrown Radiology Residency | 15 |
| robshahverdyan | Vascular/Endovascular Surgeon, Head of Dialysis Access Center, endoAVF/sAVF. Loving father of 3, proud husband of PhD. My views represent evidence or experience | 10 |
| saugarmaripuri | Nephrologist, PGY-17. Clinician educator, flozinator. Solar, space, and EV nerd. Opinions are my own. | 8 |
| SandeepBaglaMD | CEO @USAprostate, Vascular & Interventional Radiologist | 8 |
| AnnaGaddy | Pls send dog pics. Asst. Prof. Neph @MCW_Nephrology, alum @iukidney, alum @NSMCInternship, Eager fan @NephJC | 7 |
| waheedsana2 | Love anything and everything about the kidneys! | 6 |
| hswapnil | Nephrologist = kidney doc, #NephJC cofounder; Work @OttawaHospital @UOttawa; No PhrMA conflicts; QT hater; MPH 🤷🏽♂️; He/Him/His; @FreelyFiltered panelist | 5 |
| NephTushar | Nephrologist @UVANeph| Fellowship PD | #kidneyeducator | DEI advocate| Tweets are my own opinion and not my employer| not medical advice| (he/him/his) 🏳️🌈 | 5 |
| rheault_m | Ped nephrologist,Division director,#NephJC, Tweets my own. COI: Alexion,Chinook,Travere,Reata, Sanofi,Otsuka. Alis volat propriis. (she/her) Pronounced “row” | 5 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1628223247815680000 | @rheault_m @Nephro_Sparks @NephJC jokes apart - the entire @CJASN collection for the medical director is awesome https://t.co/9moT1E5nbf #AskASN | 4 |
| 1627352741377966080 | @nephromythri @FrontiersIn @Nephro_Sparks @AnandhUrmila @drshyambansal @vjha126 @isn_india @WomenNeph_india @ISNkidneycare @FerArceAmare @NSMCInternship Love this figure. We must never forget that we all work towards the same target : advancing nephrology forward. … | 3 |
| 1625540508612280323 | THE ANATOMY OF A KIDNEY DIALYSIS CENTER @DialysisStudy https://t.co/mAnIzbmWqX via @YouTube @trpusaorg @MOH_Kenya @OfficialKbtts @womeninnephro @isn_india @Nephro_Sparks @TuftsMCKidney @OhioStateNeph @NephroP @worldkidneyday @Kidney_Research | 1 |
| 1628113315170816020 | @VirajPandit @ASDINNews @wasse_m @aishaikh @edgarvlermamd @Nephro_Sparks @KSwain83 @SaadTheodore @brian_rifkin @YuoTheodore @TzeWoeiTan @proychaudhuryMD Yes. Manual compression over cuff, cut down at neck and clamped. Couldn’t free cuff from top either so … | 1 |
| 1628215827412418560 | @Nephro_Sparks @NephJC A person whose only job is to track infections and implement measures to do root cause analysis and make changes to reduce overall infection rates in a dialysis … | 1 |
| 1626928303146770433 | @Nephro_Sparks Tough one!! Lets see post marketing data and the actually study paper before prescribing. | 1 |
| 1628220505193865216 | @Nephro_Sparks @NephJC @AlanKliger National health safety network (NHSN) is a health care associated infection tracking system. | 1 |
| 1628489785798017024 | #parathyroid BoneMineral ChickenVs Egg questionIn 2o hyper parathyroidism in CKD, does elevated PHOS (depressing iCa) occur before depressed 1,25DiOH VitD (2o to decreased 1alpha hydroxylase activity) or after: #medtwitter @arkanalabs … | 1 |
| 1625578635070697472 | It was a great session about social media! And great to see @annetkiraboc1 @CVimmunology @Nephro_Sparks Thanks Meena for the invitation ☺️ The second panel on my second day back at … | 1 |
| 1625571809499176968 | @KatBachmannMD @annetkiraboc1 @VUMC_Insights @Nephro_Sparks @FZMarques Adding Matt and Francine! Thanks to all the panelists for this great session! | 1 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1628087233520578585 | @NMawlaMD @ASDINNews @wasse_m @aishaikh @edgarvlermamd @Nephro_Sparks @KSwain83 @SaadTheodore @brian_rifkin @YuoTheodore @TzeWoeiTan @proychaudhuryMD Always finding the insertion site first. Once secured, everything else it's ok https://t.co/gp5Mx6tDE4 | 27 |
| 1628075499355353089 | @NMawlaMD @ASDINNews @wasse_m @aishaikh @edgarvlermamd @Nephro_Sparks @KSwain83 @SaadTheodore @brian_rifkin @YuoTheodore @TzeWoeiTan @proychaudhuryMD Call IR | 17 |
| 1627352741377966080 | @nephromythri @FrontiersIn @Nephro_Sparks @AnandhUrmila @drshyambansal @vjha126 @isn_india @WomenNeph_india @ISNkidneycare @FerArceAmare @NSMCInternship Love this figure. We must never forget that we all work towards the same target : advancing nephrology forward. … | 17 |
| 1628113315170816020 | @VirajPandit @ASDINNews @wasse_m @aishaikh @edgarvlermamd @Nephro_Sparks @KSwain83 @SaadTheodore @brian_rifkin @YuoTheodore @TzeWoeiTan @proychaudhuryMD Yes. Manual compression over cuff, cut down at neck and clamped. Couldn’t free cuff from top either so … | 14 |
| 1628225014217441280 | @Nephro_Sparks @NephJC @AsnEpc Some weekend fun 😊 https://t.co/Wfx6mzsLTz | 13 |
| 1628086146134683648 | @NMawlaMD @CBahakel_MD @ASDINNews @wasse_m @aishaikh @edgarvlermamd @Nephro_Sparks @KSwain83 @SaadTheodore @brian_rifkin @YuoTheodore @TzeWoeiTan @proychaudhuryMD Call IR again lol. Can dissect into subq tunnel and see if you can grab the retained … | 13 |
| 1628223247815680000 | @rheault_m @Nephro_Sparks @NephJC jokes apart - the entire @CJASN collection for the medical director is awesome https://t.co/9moT1E5nbf #AskASN | 12 |
| 1628091298040119296 | @NMawlaMD @ASDINNews @aishaikh @edgarvlermamd @Nephro_Sparks @KSwain83 @SaadTheodore @brian_rifkin @YuoTheodore @TzeWoeiTan @proychaudhuryMD I’d cut down over the cuff. Secure the end, wire it, then pass a PTA balloon to the tip … | 11 |
| 1626720775540715520 | @Nephro_Sparks It’s the monthly pregnancy tests for me. If I lived in a Gilead state I would have a very hard time prescribing this. Would worry what legal risk my … | 9 |
| 1628404718933356544 | @drochohan @wasse_m @NMawlaMD @CBahakel_MD @ASDINNews @aishaikh @edgarvlermamd @Nephro_Sparks @KSwain83 @SaadTheodore @brian_rifkin @YuoTheodore @TzeWoeiTan @proychaudhuryMD The Joke is really an entire specialty ‘created’ on the basis of milking insurance from dialysis … | 8 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #askasn | 35 |
| #nephjc | 8 |
| #nephmadness | 3 |
| #parathyroid | 2 |
| #medtwitter | 2 |
| #nephforward | 2 |
| #asdin2023 | 1 |
| #rheummadness | 1 |
| #ancef | 1 |
| #a | 1 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @nephro_sparks | 290 |
| @asdinnews | 134 |
| @edgarvlermamd | 134 |
| @proychaudhurymd | 131 |
| @aishaikh | 130 |
| @kswain83 | 130 |
| @brian_rifkin | 130 |
| @yuotheodore | 130 |
| @tzewoeitan | 130 |
| @wasse_m | 128 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
19
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 😊 | 7 | smiling_face_with_smiling_eyes |
| 🤣 | 7 | rolling_on_the_floor_laughing |
| 😂 | 5 | face_with_tears_of_joy |
| 👏 | 4 | clapping_hands |
| 😁 | 4 | beaming_face_with_smiling_eyes |
| 😎 | 3 | smiling_face_with_sunglasses |
| 🙏🏻 | 3 | folded_hands_light_skin_tone |
| 😉 | 2 | winking_face |
| 😍 | 2 | smiling_face_with_heart-eyes |
| ☺️ | 2 | smiling_face |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 41 |
| People & Body | 11 |
| Symbols | 2 |
| Objects | 1 |
| Activities | 1 |
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