Tweets Analysis - Keyword: @JohnFraserOS
Overview
Total number of tweets analysed
2,431
Earliest tweet was on
2023-02-09
Latest tweet was on
2023-02-19
Tweets covering
9 days
Average age of authors' accounts
6 years
Summarization
Doug Ford, premier of Ontario, is under scrutiny for a meeting he held with a company where his daughter works, raising ethical and legal questions. Additionally, other aspects of his policies such as privatization, dereliction of duty, and a failure to thank healthcare workers have been criticized by those on and off social media, along with his failure to protect residents.
Topic Modeling
- Doug Ford: Giving money to MAGNA, dereliction of duty, daughter's Doe/Stag party, embarrassing
- John Tory: Testing, thanking jabs, cold, statement
- Opposition parties: Formal investigation, Emergencies Act Inquiry, resignation
- Ethics Regulations: Conflict of Interests
- Greenbelt: Privatization, Ontario Place
Emotional Analysis
The sentiment expressed in these tweets is overwhelmingly negative, with anger and disbelief being the most common emotions. Many of the tweets criticize Doug Ford for his actions and accuse him of corruption, negligence, and failing to fulfill his duties. Other tweets express embarrassment and disbelief at his actions, while some are more mocking in nature. The overall sentiment is one of outrage and disgust.
Trend Analysis
- Doug Ford's involvement with MAGNA
- Right-wing politics
- Ethics and Accountability
- Healthcare Privatization
- Vaccines and Jabs
Types of Tweets
Number of Retweets
304
Percentage of total tweets
12%
Number of Original tweets
29
Percentage of total tweets
1%
Number of tweets that contain Mentions
2,431
Percentage of total tweets
100%
Number of tweets that were Replies
2,057
Percentage of total tweets
84%
Number of tweets that were Quotes
104
Percentage of total tweets
4%
Number of tweets that contain Hashtags
267
Percentage of total tweets
10%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter for iPhone | 857 |
| Twitter for Android | 758 |
| Twitter Web App | 644 |
| Twitter for iPad | 160 |
| TweetDeck | 8 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| TheoFleury14 | Theo Fleury | Patriot and lover of freedom,advocate for those who still haven’t found their voice,best-selling author, ex NHL player, Olympic gold medalist | 252,018 |
| JannaPart2 | Janna Deplorable Part 2 | #MAGA #Patriot #1A #2A FB @DineshDSouza @RudyGiuliani @GeorgePapa19 @WayneDupreeShow @michaeljohns Jack STOLE my 200K @JannaWilkinso69 Acct SAME DAY as Trump45s | 73,427 |
| ConsumerSOS | 𝚂𝚎á𝚗 𝙾’𝚂𝚑𝚎𝚊 Global News | Global News Canada TV reporter. sos@globalnews.ca | 58,627 |
| JohnLeePettim13 | John Lee Pettimore | Mining mechanic, OP UG. 3X Red seal. Mine Rescue. CAF Vet. From the Tien Shan mountains of Kyrgyzstan to the bitter cold of the Yukon. Mining 40 years Retired. | 37,903 |
| erdocAA | ERdoc | RT are just RT. Cautiously skeptical. | 32,434 |
| 1MikeMorris | Mike Morris | Justin Trudeau did not make me a Liberal. Stephen Harper did. #ForwardForEveryone | 22,460 |
| kim_crawley | Kim Crawley crowgirl@hachyderm.io | Cybersecurity research: @IOActive @attcyber @BlackBerry 8 Steps to Better Security @WileyTech Hacker Culture: A to Z in 2023 @OReillyMedia #WearAMask! She/her | 22,124 |
| ESL_fairy | Kimiko Shibata 🇨🇦 🦄 | Mommy, Learner, ESL Specialist, Advocate, Resource Enthusiast, Equity Promoter, Nerd, she/her https://t.co/ALDD98JHGF | 15,733 |
| DrJ56013122 | DrJ | Proud father, husband, surgeon, endurance athlete (makes up for lack of talent with enthusiasm) /Defender of evidence-based medicine and critical thinking | 15,427 |
| dianemariereid | Diane Reid🇨🇦🌎☮️😷 | DM=Block, PuffinLover StandWithTrudeau Grandma AntiRacism | 15,334 |
Top 10 accounts with highest friends count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| JannaPart2 | Janna Deplorable Part 2 | #MAGA #Patriot #1A #2A FB @DineshDSouza @RudyGiuliani @GeorgePapa19 @WayneDupreeShow @michaeljohns Jack STOLE my 200K @JannaWilkinso69 Acct SAME DAY as Trump45s | 59,842 |
| 1MikeMorris | Mike Morris | Justin Trudeau did not make me a Liberal. Stephen Harper did. #ForwardForEveryone | 19,140 |
| NatriceR | 𝓝𝓪𝓽𝓻𝓲𝓬𝓮𝓡 😷🇨🇦❤️ 🥀 | retired #PSW #caregiver, ❤ #alzchat #seniorsHealthcare #ltc #onhealth @NatriceR@masto.ai | 16,595 |
| dianemariereid | Diane Reid🇨🇦🌎☮️😷 | DM=Block, PuffinLover StandWithTrudeau Grandma AntiRacism | 14,173 |
| mmofcan | MaryMary🇨🇦✨ | I'm woke but tired During the day I don't believe in ghosts👻 Canadian to the bone | 11,012 |
| erdocAA | ERdoc | RT are just RT. Cautiously skeptical. | 10,217 |
| Lucas_Ranch | WJ Lawrence | If you despise @JustinTrudeau with the burning intensity of a million supernovas…then I want to follow you…and I want you to follow me. | 10,042 |
| kim_crawley | Kim Crawley crowgirl@hachyderm.io | Cybersecurity research: @IOActive @attcyber @BlackBerry 8 Steps to Better Security @WileyTech Hacker Culture: A to Z in 2023 @OReillyMedia #WearAMask! She/her | 9,517 |
| RotoRooter36 | Dr. Andrew Tiffa 😜 🇨🇦 🇮🇹 ❤️ 🇺🇸 | We are on the "Weak Men Create Hard Times" part of the cycle. Can not follow back , but will when I can. | 9,439 |
| AdvanceHumanism | Childhood's End | #SecularHumanist #Criticalthinker #Atheist. Rock guitar playing Liberal in Sk 🇨🇦. #IStandWithTrudeau #AntiFascist. @ChildhoodsEnd@mindly.social - Mastodon | 8,425 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| Wave01runner | Finding Purpose in Chaos | 64 |
| SanPen1 | 🍁 Mom | Metastatic Cancer Fighter| Resist Fascism | Never Vote Conservative| Tax Billionaires & Churches & Save the World | #IStandWithTrudeau | | 25 |
| RobGoodall6 | After nine years you know what I realize? Ignorance is bliss. | 24 |
| ChrisMo21388755 | - | 18 |
| smiley37555 | - | 13 |
| BlueghostColin | My Views are Mine. Player of RS/long term P Mod. Grandparent. Hard working business owner. Love Gaming. CPC Leaning. Proud Parent of an Aboriginal | 10 |
| cleantottenham1 | 🇨🇦 Water justice advocate 💧, recycler ♻️, upcycler, down cycler. Love great movies & funny jokes. Hate a liar Mastadon same name | 9 |
| judyjackson2086 | - | 9 |
| JohnnyEfthimio2 | Here to make life interesting. | 9 |
| lakegeneva777 | Healthcare is a human right. ⚕️Protect PUBLIC healthcare in Ontario. 🩺 RN. | 9 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1625931273557377035 | So why is Doug Ford in a meeting with MAGNA right now giving money to the company that his daughter works for. How is he not in jail at this point? @maritstiles @JohnFraserOS @MikeSchreiner @RCMPONT @JusticeCanadaEN @jyduclos @JustinTrudeau @cafreeland #ONpoli @EthicsCanada https://t.co/tIUgZHJRMK | 188 |
| 1625938611177676800 | Doug Ford hates the people of Toronto, unless you’re a right winger. #FORDisCORRUPT #DougFordIsACriminal #DougFord #johntory @maritstiles @JohnFraserOS #NeverVoteConservative #Greenbelt https://t.co/bBhOSgIdEQ | 89 |
| 1625610357531107328 | #RT..”. Doug, did you know that any developers were attending your daughter’s doe and stag party….?” #dougford @fordnation #FORDisCORRUPT #JohnTory #ontario #Toronto @maritstiles @JohnFraserOS @dicks_world @mini_bubbly #ValentinesDay #ValentinesDay2023 #FordfailedOntario https://t.co/caeyTVLwhd | 65 |
| 1626950645243600896 | @maritstiles @JohnFraserOS Time to ask the @ON_Integrity Commissioner to launch a formal investigation. If Doug Ford hasn’t read the Ethics Regulations, then it’s about time.#onpoli #conflict_of_interests https://t.co/KkNfg5PrZm | 51 |
| 1626745971118858240 | Opposition parties @maritstiles @MikeSchreiner @JohnFraserOS ! Ontarians deserve much more than an explanation and/or apology from Premier #DougFord. Dereliction (shameful failure to fulfill) of duty requires resignation. Be relentless, opposition parties! #EmergenciesActInquiry https://t.co/z7CYI6L02B | 45 |
| 1626767265877172225 | Incompetency. Gaslighting. Silence. Families need information about the ON Autism Program. Where are our leaders? @fordnation @DrFullertonMPP @Sflecce #50kIsNotOK #onpoli #NoTransparency4Autism #NeedsBasedTherapy @MTaylorNDP @JohnFraserOS https://t.co/lmOT3XutFG | 43 |
| 1626747386071511041 | Opposition parties @maritstiles @MikeSchreiner @JohnFraserOS! Ontarians deserve much more than an explanation and/or apology from Premier #DougFord. Dereliction (shameful failure to fulfill) of duty requires resignation. Be relentless, opposition parties! #EmergenciesActInquiry https://t.co/DW00rszQJg | 38 |
| 1626663224639643648 | The reasons are accumulating. Frustration of contract. Breach of trust. Misappropriation of funds. Failure to take all reasonable steps to keep people safe from illness. @maritstiles @MikeSchreiner @JohnFraserOS It’s time to call for Ford’s resignation. Put on the heat. https://t.co/PWVKfpXBHJ | 38 |
| 1623897707763978243 | The people of Waterloo Region do not approve of highways, quarry pits or urban sprawl in the Greenbelt wetlands, A1 farmlands or our conservation areas. Save don’t Pave! @fordnation @JohnFraserOS @MikeSchreiner @Peter_Tabuns @CFifeKW @Gasp4Change #onpoli #FordFailedOntario https://t.co/0O8AvMU3GS | 34 |
| 1624466385068781568 | Just for once Ontario, keep your eye on the real “prize.” Thank you. #greenbelt #StagAndDough #healthcare #privatization #OntarioPlace #JohnTory @maritstiles @JohnFraserOS #cdnmedia #Toronto https://t.co/9p7Si2D0dx | 33 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1625931273557377035 | So why is Doug Ford in a meeting with MAGNA right now giving money to the company that his daughter works for. How is he not in jail at this point? @maritstiles @JohnFraserOS @MikeSchreiner @RCMPONT @JusticeCanadaEN @jyduclos @JustinTrudeau @cafreeland #ONpoli @EthicsCanada https://t.co/tIUgZHJRMK | 398 |
| 1626006748027883520 | @JohnFraserOS @fordnation I can't believe this is still a thing. I'm embarrassed for you. | 269 |
| 1625938611177676800 | Doug Ford hates the people of Toronto, unless you’re a right winger. #FORDisCORRUPT #DougFordIsACriminal #DougFord #johntory @maritstiles @JohnFraserOS #NeverVoteConservative #Greenbelt https://t.co/bBhOSgIdEQ | 266 |
| 1626036100149174272 | @JohnFraserOS @fordnation Why are people still testing? | 250 |
| 1626355102096269313 | @JohnFraserOS @fordnation Lol still doing this in 2023 | 192 |
| 1625966516859731968 | @JohnFraserOS @fordnation Who’s still testing? Unless you’re a government worker who doesn’t want to work | 176 |
| 1625610357531107328 | #RT..”. Doug, did you know that any developers were attending your daughter’s doe and stag party….?” #dougford @fordnation #FORDisCORRUPT #JohnTory #ontario #Toronto @maritstiles @JohnFraserOS @dicks_world @mini_bubbly #ValentinesDay #ValentinesDay2023 #FordfailedOntario https://t.co/caeyTVLwhd | 155 |
| 1625940066538340354 | @JohnFraserOS @fordnation Where is your statement thanking the jabs so that it could not have been much worse?? I see that you added the file pic with the test results for added theatrics. | 154 |
| 1626039460495507456 | @JohnFraserOS @fordnation Wow. Such an original post. Like a cult member reciting their mantra. | 149 |
| 1626196566259167232 | @JohnFraserOS @fordnation That test means nothing. Lol seriously | 140 |
Top 3 Languages Used In Tweets
Top 10 Hashtags used
| Hashtag | Count |
|---|---|
| #onpoli | 65 |
| #fordmustresign | 30 |
| #fordiscorrupt | 27 |
| #greenbelt | 18 |
| #dougford | 17 |
| #ontario | 16 |
| #staganddough | 15 |
| #dougfordcorruption | 15 |
| #50kisnotok | 13 |
| #fordfailedontario | 12 |
Top 10 Hashtags Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @johnfraseros | 2443 |
| @fordnation | 2145 |
| @maritstiles | 334 |
| @mikeschreiner | 215 |
| @justintrudeau | 93 |
| @garnet_2203 | 73 |
| @blueghostcolin | 70 |
| @cafreeland | 63 |
| @jyduclos | 57 |
| @justicecanadaen | 55 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
29
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 🤣 | 155 | rolling_on_the_floor_laughing |
| 😂 | 96 | face_with_tears_of_joy |
| 🤡 | 55 | clown_face |
| ⬇️ | 36 | down_arrow |
| ❗ | 30 | red_exclamation_mark |
| 😡 | 27 | enraged_face |
| 🙄 | 27 | face_with_rolling_eyes |
| 🤑 | 26 | money-mouth_face |
| 🤔 | 13 | thinking_face |
| 🇨🇦 | 13 | Canada |
Emojis groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 509 |
| Symbols | 89 |
| People & Body | 67 |
| Objects | 18 |
| Flags | 14 |
| Animals & Nature | 11 |
| Travel & Places | 7 |
| Activities | 1 |