NightShiftMD - Tweet Data Analysis

Tweets Analysis - Keyword: @NightShiftMD

Published March 8, 2023

Overview

Tweets covering

10 days

Latest tweet was on

2023-02-22

Earliest tweet was on

2023-02-11

Total number of tweets analysed

764

Average age of authors' accounts

8 years

Summarization

NightShiftMD is a virtual care platform which raises the question of whether Ontario and the OMA have improved access to primary care and what should Ontario's 2.2 million without primary care do in the meantime. Ottawa has offered billions to fund homecare, but help is not coming soon enough. There have been stories of people trying to use virtual care, skiing down a hill on a sit-ski device, and an episode of the Inglorious Treksperts. There have been conversations about food dye in Canada and the effects of Doug Fords rule on Queen's Park. Joe Rogan is also mentioned in relation to the Covid pandemic.

Topic Modeling

  • Access to Primary Care
  • Home Care
  • Food Dyes
  • Skiing and Fun
  • Medical Errors

Emotional Analysis

The emotions expressed in these tweets range from sadness and grief over the loss of a pet, to hope for a better healthcare system and access to care, to excitement and anticipation of a day of skiing and fun, to frustration and anger over the lack of access to care, to admiration and appreciation for a shared experience. There is also a sense of confusion and uncertainty about the potential risks of food dyes in Canada, and a feeling of resignation and acceptance when it comes to the power dynamics of changing the system.

Trend Analysis

  • Virtual care
  • Accessibility to primary care
  • Funding for healthcare system
  • Skiing and fun with disabilities
  • Grief

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

83

10% of total

Number of Original tweets

19

2% of total

Number of tweets that were Quotes

29

3% of total

Number of tweets that were Replies

646

84% of total

Number of tweets that contain Hashtags

35

4% of total

Number of tweets that contain Mentions

764

100% of total

Devices Used to Tweet

Top 5 Devices

Source Count
Twitter for iPhone 362
Twitter Web App 194
Twitter for Android 142
Twitter for iPad 66

Device Distribution

Devices used to tweet

Top 10 Accounts by Followers

Username Name Bio Followers count
VDOOZER Bill Lawrence Shrinking out now and TED LASSO on AppleTV Old Stuff: Scrubs, Spin City, Clone High, Cougar Town, Whiskey Cavalier, other Stuff 156,099
NightShiftMD Dr. Brian Goldman ER MD (he/him) host CBC White Coat, Black Art & The Dose. My new book The Power of Teamwork NOW available is a bestseller in Canada. RTs are not endorsements. 98,104
MDinCanada ConcernedMD - 32,625
erindavis Erin Davis Podcaster x 2 : Gracefully and Frankly w/ Lisa Brandt; DRIFT w/Erin Davis. Keynote Spkr, MC; Cdn B'cast Hall of Famer, bestselling author:"MOURNING HAS BROKEN". 30,439
TerryMatalas Terry Matalas Showrunner/Director/popcorn maker. STAR TREK PICARD on Paramount+. 12 MONKEYS on Syfy/Hulu/Amazon/iTunes. And some other stuff… who’s hungry? 29,932
linwood_barclay Linwood Barclay Crime novelist, ex-columnist, former trailer park operator 27,834
TheSGEM Ken Milne MD Remember to be skeptical of anything you learn, even if you heard it on the Skeptics’ Guide to EM. (he/him) 25,425
bajarvis Emotional Support Canadian UNIX/Linux, cloud & network ops team director & writer fueled by chocolate, caffeine & sugar. He/him. 🏳️‍🌈🇨🇦🇺🇸🏋️‍♂️🥋⛸🔭 23,557
cbcwhitecoat White Coat Black Art Dr. Brian Goldman pulls back the curtain on health care on CBC Radio One. Listen to The Dose podcast, a weekly look at the health news that matters to you. 21,530
thehouseofpod Kaveh MD Large mammal. GI doc & host of a humor-adjacent medical podcast called The House of Pod. Putting the “fun” back in mfunedicine. Listen: https://t.co/uOaIPuAK5O 16,893

Top 10 Accounts by Friends

Username Name Bio Followers count
NatriceR 𝓝𝓪𝓽𝓻𝓲𝓬𝓮𝓡 😷🇨🇦❤️ 🥀 retired #PSW #caregiver, ❤ #alzchat #seniorsHealthcare #ltc #onhealth @NatriceR@masto.ai 16,597
VictoriaRosePhD Dr. Victoria Rose 🌹 Reader, writer, dream maker. Scientist and engineer by trade. PhD in Engr. she/her #writingcommunity #writer #wordsmith #craftdistiller #womeninSTEM #beachgirl 11,102
AureliaCotta Aurelia Cotta The Personal is Political. Parenting after infertility and loss, being a #prochoice #adoptee #LPC #onpoli #adhd #mentalhealth #covid19 #cdnpoli #COVID19vaccine 5,536
AshleyFoxRPN Ashley Fox RPN (On Mat Leave) RPN CFN GPNC(C) | Nurse Case Manager | 2022 Provincial Liberal Candidate for Perth-Wellington she/her 5,399
JenFrYrEyesOnly JMA Reach Out & Volunteer Make A Positive Difference for a Person or a Group, a Pet or Pet Rescue, a Place or an Event Volunteers are Amazing Hero's! 5,008
Mohamme21842023 😃😃😃 😎😎😎😎😎😎😎😎😎 5,005
DavidGilbertVO 🎤David Gilbert Voice Over 🎤 #Easy24HourVoiceOver Giving YOUR business a voice. #voiceover #corporate #elearning #commercial #explainer #IVR Get a quote: david@davidgilbertvoiceover.com 5,002
cookingmama48 Erin Jensen Love is love, Happily Married to the sweetest man❤️ Two Great albums/3 singles featuring David Stone of Rainbow! 🌈 and Max Webster! Have a listen My Friends! 5,001
OttawaMondays 🌻 Day 1🌻🚜 🚲🚗🏃‍♀️🚌🚶‍♀️ 5,001
UgljesicSrecko Srecko Ugljesic Media 5,000

Most Active Users

Username Bio Number of tweets
TheSGEM Remember to be skeptical of anything you learn, even if you heard it on the Skeptics’ Guide to EM. (he/him) 14
coreylandsberg - 13
CanadianKayMD FM-trained emerg & gender affirming care 🏳‍⚧ clinic doc. Mom of 4 amazing kids, owned by way too many pets, total nerd. #POCUS everything. 11
ChrisKBills Circles The Wagons. Walks With Elias. Thought The Generals Were Due. The Ceiling Is The Roof. #SetTheExpectation #HamlinStrong 10
number4Orr Forgive me Lord, for I have golfed 10
AureliaCotta The Personal is Political. Parenting after infertility and loss, being a #prochoice #adoptee #LPC #onpoli #adhd #mentalhealth #covid19 #cdnpoli #COVID19vaccine 9
StergiosDamakou - 9
NightShiftMD ER MD (he/him) host CBC White Coat, Black Art & The Dose. My new book The Power of Teamwork NOW available is a bestseller in Canada. RTs are not endorsements. 8
zang100 Lover of Sport Content - my views are mine 8
annwmac Woke!! AntiFAscist. Pro-democracy. @AnnWho Mastodon 7

Tweets Per Day

Tweets per day chart

Top 10 Tweets by Retweets

ID Text Retweet count
1627653741670277121 Virtual care's competing views well presented by @NightShiftMD All need a primary care provider, but did Ontario and the OMA squashing of virtual improve access to primary care? What should … 26
1626974831597047808 Ottawa has offered billions to help fund an ailing healthcare system. Help can’t come soon enough for home care. This week, an encore of "The trouble with home care". We … 13
1626189660744732673 We've been hearing about a specific red food dye that a consumer advocacy group in the U.S. is trying to get removed from food and drinks. Should we be worried … 6
1625510242707546114 How to⬇️your risk of MEDICAL ERRORS: 🦉Keep a list of all your medications & doses 🦉Ask how long you'll need to be on each 🦉Follow up on your test results … 4
1626094358108979201 @TheSGEM @NightShiftMD I don’t think we ever stop grieving, the way we grieve and how we feel just changes over time. 4
1624553066413400066 Overall, about 30% excess mortality across the globe. @jordanbpeterson @joe_warmington @PierrePoilievre Covid? No Statins ? No @joerogan Happy about that are we??? @JustinTrudeau @CBCNews @NightShiftMD International concern, excess deaths https://t.co/wNxMcgi8St … 3
1627675466047049728 @NightShiftMD As a specialist, I don’t see how Private Care would improve access. We’re always busy with referrals. Privately run surgical units covered by the public system work here for … 3
1625977452265873408 Health Leaders please retweet the above to reiterate your support for PAs 🙏 @KatharineSmart @DrKathleenRoss1 @drcadesky @NightShiftMD @DocMcConks @dockevinmcleod @awruddiman @john_soles @desertchase and many more I can't fit into this … 3
1627140874705444865 @NightShiftMD .@NightShiftMD visits what's left of Queen's Park after two terms of Doug Ford. 😉 3
1624757359233957888 @NightShiftMD It was time to move on from that vision after they pissed away a 3-1 lead against Mtl. It was also time to do that after they didn’t show … 3

Top 10 Tweets by Likes

ID Text Like count
1627653741670277121 Virtual care's competing views well presented by @NightShiftMD All need a primary care provider, but did Ontario and the OMA squashing of virtual improve access to primary care? What should … 64
1625970647422599169 @NightShiftMD It is. That little bird was my friend for most of my life, and in recent years had taken to loving my children as much as he had me. … 64
1626974831597047808 Ottawa has offered billions to help fund an ailing healthcare system. Help can’t come soon enough for home care. This week, an encore of "The trouble with home care". We … 47
1626598601182019584 We are off to Table Mountain for a day of skiing and fun! It’s going to be awesome seeing residents fly down the hill on a sit-ski device! @NightShiftMD @SLangeneggerCBC … 42
1626094358108979201 @TheSGEM @NightShiftMD I don’t think we ever stop grieving, the way we grieve and how we feel just changes over time. 26
1626189660744732673 We've been hearing about a specific red food dye that a consumer advocacy group in the U.S. is trying to get removed from food and drinks. Should we be worried … 25
1627140874705444865 @NightShiftMD .@NightShiftMD visits what's left of Queen's Park after two terms of Doug Ford. 😉 25
1626680195544502286 “Go! Or stay! But do it because it is what you wish to do!" Another great episode of the Inglorious Treksperts. @inglorioustrek @darendoc @markaaltman @ashmasterzero @NightShiftMD https://t.co/glgqrMsxlg 20
1626974915021742080 @NightShiftMD If you get a chance, not far from Stonehenge is an older and larger circle called Avebury. I got there from Stonehenge by taking a local bus through some … 17
1626969984717946881 @NightShiftMD In ancient times, Hundreds of years before the dawn of history Lived a strange race of people, the Druids No one knows who they were or what they were … 16

Top Languages Used

Languages used in tweets

Top 10 Hashtags

Hashtag Count
#nhs 3
#hospitalathome 2
#homecare 2
#fordcorruption 2
#humpdaypodcastpick 2
#stonehenge 2
#teambasedcare 2
#bcneedspas 2
#bc 2
#bcpoli 2
Top hashtags

Top 10 Mentions

Mention Count
@nightshiftmd 770
@cbcwhitecoat 39
@dmrider 26
@torontostar 24
@dfisman 24
@coreylandsberg 20
@zang100 18
@thesgem 18
@mancunianmedic 15
@raghu_venugopal 14
Top mentions

Wordcloud of Tweets

Wordcloud of tweets

Emoji Analysis

Average emojis per tweet:

23

Emojis Used

Emoji Count Emoji Text
🟩 26 green_square
20 white_large_square
😂 10 face_with_tears_of_joy
🦉 10 owl
🟨 8 yellow_square
🤣 7 rolling_on_the_floor_laughing
😉 6 winking_face
6 black_large_square
🤔 5 thinking_face
🤷‍♀️ 5 woman_shrugging

Emoji Groups

Emoji Group Count
Symbols 65
Smileys & Emotion 63
People & Body 27
Animals & Nature 14
Travel & Places 4
Flags 3
Activities 1

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