Tweets Analysis - Keyword: @WSJhealth
Overview
Total number of tweets analysed
48
Earliest tweet was on
2023-03-15
Latest tweet was on
2023-03-24
Tweets covering
8 days
Average age of authors' accounts
8 years
Summarization
Tweets cover a variety of health topics including the use of opioids for pain relief, DNA testing on Beethoven's hair, maternal mortality rates in the US, and reports of a SARS-like illness prior to the COVID-19 pandemic. Some tweets also reference specific individuals and organizations such as politicians and news outlets.
Topic Modeling
- Chronic pain and opioid use
- Medical research and discoveries
- Alzheimer's disease and pharmaceuticals
- Public health reporting and media coverage
- Maternal health and mortality
Emotional Analysis
The emotions expressed in these tweets range from frustration and anger towards healthcare policies and reporting errors, to concern and empathy for those suffering from health issues such as chronic pain and maternal mortality rates. There is also excitement and curiosity towards new findings in medical research, such as DNA testing on Beethoven's hair. Some tweets express a sense of urgency towards addressing issues like opioid use and surgical site infections, while others express a sense of hopelessness towards systemic issues like credit default swaps and government responses to pandemics.
Trend Analysis
- Opioid use for pain relief and its safety
- Health and medical research findings
- Concerns over maternal mortality rates
- Reporting errors and media coverage of healthcare issues
- Critiques and opinions on healthcare policies and practices
Types of Tweets
Number of Retweets
24
Percentage of total tweets
50%
Number of Original tweets
8
Percentage of total tweets
16%
Number of tweets that contain Mentions
48
Percentage of total tweets
100%
Number of tweets that were Replies
10
Percentage of total tweets
20%
Number of tweets that were Quotes
10
Percentage of total tweets
20%
Number of tweets that contain Hashtags
3
Percentage of total tweets
6%
Top 5 devices used to tweet
Source | Count |
---|---|
Twitter Web App | 18 |
Twitter for Android | 12 |
Twitter for iPhone | 11 |
TweetDeck Web App | 4 |
Twitter for iPad | 2 |
What devices were used to tweet

Top 10 accounts with highest followers count
Username | Name | Bio | Followers count |
---|---|---|---|
saraheneedleman | Sarah E. Needleman | @WSJ 🎮 & 🗣️ tech reporter;🕹wife & 🥁 mom; word 🤓, 🔥 🫖; Rutgers; doodle 🐶 212-416-4781; DMs open; ask 4my # on Signal; sarah.needleman@wsj.com | 20,907 |
ashleykoff | Ashley Koff RD | 20+ yr RD; founder, The Better Nutrition Program personalized nutrition tools & programs for practitioners & patients | 18,481 |
john_siracusa | John Siracusa | Staten Island, is where I live. It is a very nice borough in New York City. Visit the FDR Boardwalk in SouthBeach, my community. TakeALongWalk RideABike Breathe | 17,099 |
stefaniei | Stefanie Ilgenfritz | Coverage Chief, Health & Science and Editorial Director, The Future of Everything @ The Wall Street Journal. University of Michigan and NYU alum. | 14,521 |
MaribelRCoronel | Salud y Economía. Economía y Salud | Periodista. Salud pública, regulación sanitaria, tecnología, innovación, industria de salud. https://t.co/rnVi5VGlU9 | 10,592 |
garyrosenWSJ | Gary Rosen | Editor of WSJ Weekend Review | 8,720 |
CESARAMEJIA | CESAR ALVAREZ MEJIA | Esta cuenta está al servicio de candidatos que quieran recuperar lo que la izquierda nos ha quitado. Publicista. Mercadeo político. | 6,668 |
Dakota_150 | Dakota | ME/CFS, Dysautonomia & POTS Awareness | Long COVID Ally | Health Equity Advocate | 5,922 |
finneyeric | Eric Finney 🇺🇸 🌺🏄🤙🇦🇺 | Maryland Sportsbook Supervisor @BetfredSports. @Georgetown and @USC alum. Born in #Hawaii, raised in #Sydney. Views are my own. | 3,861 |
Shmarya | Shmarya Rosenberg | Founder/ex-head of seminal muckraking blog https://t.co/7UAIiN6WvB https://t.co/gEM7TRLpzF https://t.co/r4mLHLdpWO | 3,498 |
Top 10 accounts with highest friends count
Username | Name | Bio | Followers count |
---|---|---|---|
john_siracusa | John Siracusa | Staten Island, is where I live. It is a very nice borough in New York City. Visit the FDR Boardwalk in SouthBeach, my community. TakeALongWalk RideABike Breathe | 11,664 |
CESARAMEJIA | CESAR ALVAREZ MEJIA | Esta cuenta está al servicio de candidatos que quieran recuperar lo que la izquierda nos ha quitado. Publicista. Mercadeo político. | 7,032 |
Dakota_150 | Dakota | ME/CFS, Dysautonomia & POTS Awareness | Long COVID Ally | Health Equity Advocate | 6,079 |
Shmarya | Shmarya Rosenberg | Founder/ex-head of seminal muckraking blog https://t.co/7UAIiN6WvB https://t.co/gEM7TRLpzF https://t.co/r4mLHLdpWO | 5,000 |
GhayasM73 | Ghayas Muhammad | - | 4,987 |
THirst4_ | t. hirst 💉😷💙🌊 | #Autistic proud mom #TransRights ❤💙🏳️⚧️🏳️🌈#Ally GenX #Disabled♿ #Fibromyalgia🌿🍄 #AAPIAlly #BLM #MMIP #EqualityANDEquity #Resist🌊 she/her 🚫DMs 🐝kind | 4,947 |
ProtectPatient1 | ourconstitution.info | info@ourconstitution.info to verify I recd likes, follows SAEK - #StudentsAgainstExtrajudicialKillings - For the SAKE of Humanity - #protectpatientsstudentsall | 4,278 |
theghettojoker | the ghetto joker | just wanna make the world laugh and put a smile on people face so they can forget about their foodstamps and government cheese and fema camps | 2,445 |
revjim1968 | ContainsNoHighFructoseCoughSyrup ☭ 🇺🇦 | Stagehand, former Marine intel, slam poet, music columnist, sports columnist. My pronouns: we/our. Ban the shift. Conservatives eat shit. | 2,203 |
ashleykoff | Ashley Koff RD | 20+ yr RD; founder, The Better Nutrition Program personalized nutrition tools & programs for practitioners & patients | 2,179 |
Most active users
Username | Bio | Number of tweets |
---|---|---|
stefaniei | Coverage Chief, Health & Science and Editorial Director, The Future of Everything @ The Wall Street Journal. University of Michigan and NYU alum. | 4 |
Orygun4Rod | LuvSports: Blazers Seahawks Mariners Dodgers; Rep; RetiredAtty; Portland St, Willamette Law '68; 4th gen Oregonian; cpp: NewPersistentDailyHeadaches 35yrs | 3 |
ProtectPatient1 | info@ourconstitution.info to verify I recd likes, follows SAEK - #StudentsAgainstExtrajudicialKillings - For the SAKE of Humanity - #protectpatientsstudentsall | 2 |
GhayasM73 | - | 2 |
finneyeric | Maryland Sportsbook Supervisor @BetfredSports. @Georgetown and @USC alum. Born in #Hawaii, raised in #Sydney. Views are my own. | 1 |
Xmartlife | Football lover / Website Developer / Investor / medic 💉 | 1 |
ashleykoff | 20+ yr RD; founder, The Better Nutrition Program personalized nutrition tools & programs for practitioners & patients | 1 |
bsc_best | - | 1 |
byhahealth | About #health #diet #longevity #cancer #diabetes #anti-aging #epigenetics #dementia #brain #gut #science | 1 |
danielreher | May The Odds Be Ever In Your Favor! I do NOT use my social media accounts for dating. #Gay #Demisexual #Bottom | 1 |
Tweets per day

Top 10 tweets with highest Retweet count
ID | Text | Retweet count |
---|---|---|
1638723891932823552 | Researchers did DNA testing on strands of Ludwig van Beethoven’s hair and found answers to questions about the composer’s health and family history By @AmyDMarcus for @wsj @WSJhealth 🎶 https://t.co/bbHHlKbGfO | 2 |
1638127288368726016 | Significant snow on LI. ? Keeping our heads in the sand working? What are we doing? Why is this okay?✈️✈️@GovKathyHochul @60Minutes @NewsHour @frontlinepbs @HuffPostGreen @WSJhealth @SecretaryPete https://t.co/bzTHRko3on | 2 |
1636384720706752522 | Alzheimer seguirá en espera, no le fue bien al solanezumab de Eli Lilly @WSJhealth https://t.co/tBD4Z7wpiV | 2 |
1635923429667766275 | @vsjapan_bot @US_SOCEUR @USJ_Official @DExEUgov @ChnEmbassy_jp @LushFr @APECBiz @ODNIgov @lush_kitchen @uaw2865 @LUSHJAPAN @UNCDFLoCAL @EJRCHelpdesk @NorwayinEgypt @YGJAPANofficial @RFDSCO_EGMMRS @AMBiFACT @WSJCentralBanks @lushjp_4jokyoto @WSJhealth @YakFan @lushcosmetics @UNODC https://t.co/hOQTq57rdE | 1 |
1637841650109018113 | @WSJ @WSJhealth @WSJTech @WSJbusiness @WSJBooks @wsjnoted https://t.co/EJF5l7IEZd | 1 |
1637836667464589315 | @WSJ @WSJhealth @WSJTech @WSJbusiness @WSJBooks @wsjnoted https://t.co/UjqDyhV05F | 1 |
1637292957576597505 | Reporting error: It seems @nytimes @NYTHealth @USATODAYhealth @WSJhealth + other media never bothered to dive into databases to read medical reports published in 2018 - Aug 2019—LONG BEFORE WUHAN—of a new "sudden acute respiratory illness" or SARS-like illness in 100+ patients. https://t.co/OWq8dJuXO9 | 1 |
1636463684808482829 | Post operative surgical site infection ( wound infection ) is a rather common , but undesirable occurrence in this environment.Antimicrobial Prophylaxis is very helpful in surgery. @who @Healthline @CDCgov @WSJhealth @ClevelandClinic @HarvardHealth @KHNews https://t.co/urBxzkellB | 1 |
1636451696271560704 | @Babyscripts @CDCgov @WSJhealth It’s unconscionable | 0 |
1636075091846123521 | @Lorieslaw @ibdgirl76 When my New Persistent Daily Headaches started 36yrs ago, I used Advil (4 x 200mg pill, 4 to 5 times/day). I have Stage 3 Kidney Disease. Opioids have done far less damage over last 27yrs of use with better PAIN relief. @PattyMurray @RandPaul @CDCDirector @US_FDA @WSJhealth @CR | 0 |
Top 10 tweets with highest Like count
ID | Text | Like count |
---|---|---|
1636075091846123521 | @Lorieslaw @ibdgirl76 When my New Persistent Daily Headaches started 36yrs ago, I used Advil (4 x 200mg pill, 4 to 5 times/day). I have Stage 3 Kidney Disease. Opioids have done far less damage over last 27yrs of use with better PAIN relief. @PattyMurray @RandPaul @CDCDirector @US_FDA @WSJhealth @CR | 6 |
1638723891932823552 | Researchers did DNA testing on strands of Ludwig van Beethoven’s hair and found answers to questions about the composer’s health and family history By @AmyDMarcus for @wsj @WSJhealth 🎶 https://t.co/bbHHlKbGfO | 3 |
1636384720706752522 | Alzheimer seguirá en espera, no le fue bien al solanezumab de Eli Lilly @WSJhealth https://t.co/tBD4Z7wpiV | 2 |
1637292957576597505 | Reporting error: It seems @nytimes @NYTHealth @USATODAYhealth @WSJhealth + other media never bothered to dive into databases to read medical reports published in 2018 - Aug 2019—LONG BEFORE WUHAN—of a new "sudden acute respiratory illness" or SARS-like illness in 100+ patients. https://t.co/OWq8dJuXO9 | 2 |
1638584678776193024 | @TalKopan @NewsNation @RawStory @PPact @IAmPoliticsGirl @mswmediapods @BBCWorld @guardian @SkyNews @ABC @NBCNews @CBCHealth @propublica @NPR @PBS @CREWcrew @WorkingFamilies @TeenVogue @AP @adndotcom @usnews @NewsweekCulture @WSJhealth @womenshealth @VP @AbortionFront @davenewworld_2 | 1 |
1635923429667766275 | @vsjapan_bot @US_SOCEUR @USJ_Official @DExEUgov @ChnEmbassy_jp @LushFr @APECBiz @ODNIgov @lush_kitchen @uaw2865 @LUSHJAPAN @UNCDFLoCAL @EJRCHelpdesk @NorwayinEgypt @YGJAPANofficial @RFDSCO_EGMMRS @AMBiFACT @WSJCentralBanks @lushjp_4jokyoto @WSJhealth @YakFan @lushcosmetics @UNODC https://t.co/hOQTq57rdE | 1 |
1638127288368726016 | Significant snow on LI. ? Keeping our heads in the sand working? What are we doing? Why is this okay?✈️✈️@GovKathyHochul @60Minutes @NewsHour @frontlinepbs @HuffPostGreen @WSJhealth @SecretaryPete https://t.co/bzTHRko3on | 1 |
1638062441736310788 | Denying sufficient opiods to ppl in severe chronic PAIN means losing ones job! @PattyMurray @SenatorBaldwin @SenSanders @BernieSanders @SenBobCasey @SenatorHick @SenatorBraun @lisamurkowski @PierreKory @SenBillCassidy @RandPaul @elonmusk @GovRonDeSantis @CDCDirector @WSJhealth… https://t.co/DtQpctPpUX | 1 |
1636360920610877440 | “Maternal deaths surged to the highest rate in nearly 60 years, exacerbating a yearlong trend that has made the U.S. the most dangerous place among high-income countries to give birth.” There’s definitely a lot to unpack here. @WSJ @WSJhealth https://t.co/YLv9O1ngWY | 1 |
1636405563335770112 | Another crap opinion piece by @WSJ / @WSJhealth. But remember, the key word here is OPINION. These are not facts. All you have to do is look at the sources - the author & who she is associated with. These people don’t give a damn about you, so please #MaskUp because #CovidKills. https://t.co/RUoel2zHr1 | 1 |
Top 3 Languages Used In Tweets

Top 10 Hashtags used
Hashtag | Count |
---|---|
#maskup | 1 |
#covidkills | 1 |
#exercise | 1 |
#depression | 1 |
#disease | 1 |
#death | 1 |
#health | 1 |
#poetrytwitter | 1 |
Top 10 Hashtags Used In Tweets

Top 10 mentions
Mention | Count |
---|---|
@wsjhealth | 48 |
@wsj | 9 |
@nytimes | 4 |
@pattymurray | 3 |
@elonmusk | 3 |
@randpaul | 3 |
@nbcnews | 3 |
@washingtonpost | 3 |
@cdcgov | 3 |
@amydmarcus | 2 |
Top 10 mentions

Wordcloud of Tweets

Emojis
Average number of emojis used per tweet
12
Emojis used in tweets
Emoji | Count | Emoji Text |
---|---|---|
✈️ | 4 | airplane |
🎶 | 2 | musical_notes |
Emojis groups
Emoji Group | Count |
---|---|
Travel & Places | 4 |
Objects | 2 |