MonicaLewinsky - Tweet Data Analysis
Tweets Analysis - Keyword: @MonicaLewinsky
Published April 9, 2023
Overview
Tweets covering
8 days
Latest tweet was on
2023-03-31
Earliest tweet was on
2023-03-22
Total number of tweets analysed
2,596
Average age of authors' accounts
7 years
Summarization
Monica Lewinsky tweeted about various topics including the importance of Twitter verification, the potential consequences of removing verified checkmarks, and the misuse of impersonation accounts. She also criticized Elon Musk's decision to eliminate the verification system on Twitter, calling it a dangerous move that allows misinformation to spread more easily. She highlighted the need to address trolling and transphobia on the platform, and mentioned she had been subjected to impersonation accounts using her picture. Some of her followers shared her concerns while others argued that verification was not a guarantee of trustworthiness and that parody accounts could still exist without impersonating anyone.
Topic Modeling
- Monica Lewinsky and Twitter's verification system
- Bill Clinton's scandal and Monica Lewinsky's involvement
- Elon Musk and his impact on Twitter
- Impersonation and trolling on Twitter
- The purpose and consequences of removing verified check marks
Emotional Analysis
Many of the tweets express frustration and disappointment towards Twitter's decision to remove verification checkmarks, with some attributing the change to Elon Musk's influence over the company. Some also express concern over the potential for misinformation to spread more easily without verified accounts. Monica Lewinsky is thanked and praised in one tweet for her work, while another criticizes her former boss, Bill Clinton, for his involvement in her scandal. There are also some trolls and personal attacks in a few of the tweets.
Trend Analysis
- Discussion and criticism of Elon Musk's decision to remove verification check marks
- Defamation and trolling on Twitter, including impersonation of public figures
- References to historical events related to Monica Lewinsky and Bill Clinton
- Concerns about misinformation and the spread of false information on Twitter
- Reflection on the purpose and importance of the original verification system
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
135
5% of total
Number of Original tweets
50
1% of total
Number of tweets that were Quotes
49
1% of total
Number of tweets that were Replies
2,393
92% of total
Number of tweets that contain Hashtags
58
2% of total
Number of tweets that contain Mentions
2,596
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 1,072 |
| Twitter for Android | 692 |
| Twitter Web App | 675 |
| Twitter for iPad | 129 |
| TweetDeck | 19 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| JoyceWhiteVance | Joyce Alene | @UALawSchool |@MSNBC & @NBCNews |Podcasts #SistersInLaw & Cafe Insider|Obama US Atty |25 year fed'l prosecutor |Wife & Mom of 4 |Knits a lot |Now on Substack | 1,012,366 |
| emptywheel | emptywheel | Abundant tweets about civil liberties & national security *** She/her *** Legendary potty mouth *** Also at @emptywheel@mastodon.social 🗽🇪🇺 | 318,110 |
| FPWellman | Fred Wellman | Democracy advocate. Army combat veteran. Host of @OnDemocracyPod. Senior advisor @voterstomorrow. | 301,133 |
| BuzzPatterson | Buzz Patterson | Husband, Dad, Speaker, Author, Consultant, Pilot, Former Carrier of the Nuke Football. @RedState Columnist. NYT Bestselling author x 2. #AirForce | 294,771 |
| rtraister | Rebecca Traister | @rtraister@journa.host Writer @NYMag & @TheCut Author, Good and Mad: https://t.co/7f4h2it3Wj… rtraister{at}gmail | 223,227 |
| MikeIsaac | rat king 🐀 | NYT tech reporter. tell me stuff at Mike.Isaac@nytimes.com or mjisaac@protonmail.com / Call or text with tips at 510-228-4646 / Insta: @mike_isaac | 191,937 |
| PENamerica | PEN America | We stand at the intersection of literature and human rights to protect open expression in the U.S. and worldwide. Annual festival: @penworldvoices | 148,605 |
| ewong | Edward Wong | Diplomatic Correspondent @nytimes. Fellow @ Harvard Nieman, Belfer Center & Wilson Center. Visiting professor @ Princeton & Berkeley. 13 years in China & Iraq. | 137,771 |
| AJ | AJ Joshi | Walked out of my job at 17 with no money, nothing but a dream. 🤓 Tech / AI 🤖 Founder at TSN & Ikaroa | 129,779 |
| Rschooley | Schooley | average against the machine | 111,949 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| DWPippy | David W Pippy | 🇨🇦🇺🇸🌊A member of the #Resistance Retired from Gov. Former Union local President. Chicago Bears and Cubs fan, Winning in 2022 is a must. @resist always 🌊 | 40,320 |
| DrDinD | DrDinD 🌊🇺🇲🇺🇦 He/Him | Come for science (Dr of physics) and political insights... leave from the dad jokes #IStandWithUkraine | 38,344 |
| LivingWillie | Willie 🇺🇸🇺🇦 | Son of a Proud Marine. He was a Iwo Jima survivor and a Disabled Veteran. I’ve seen what war can do up close & personal. Spent 24 years around Politics. … | 25,973 |
| brontyman | Michael F Ozaki MD | Husband, Retired Pediatrician, Berkeley Grad. I Resist, I Persist. Addicted to Twitter. Here to the bitter end. | 25,855 |
| DarrinHall15 | Darrin Hall | Trying to make a better world for my kids #Facts #Science #Ethics Wear a Mask & Get Vaccinated! https://t.co/kaDx3Sk59P | 24,686 |
| olivier_patti | Patti #BanAssaultWeapons | Imagination is more important than knowledge. PROUD LIBERAL TRULY DESPISE tRump.. Social Media Captain #DemCastAZ..followed by @teamPelosi Antifa Temptress | 23,915 |
| DrLovlie | Kathleen Lovlie | 🇺🇦🌻#Tweetiatrician, holder of #parenting wisdom, writer, artist, diver 🧜♀️, 🌈. #Feminist Burnt out doc. | 21,959 |
| SharonCoryell3 | Slygrammy5 🌻🐕🐾🦴😎 | Retired store clerk,Grandma,cool dog owner,awesome Mom 😎 #FibromyalgiaWarrior #Resist #NeverAgain #FBR #BLM WEAR A MASK!! 😷 #DACA #ADOPTDONTSHOP | 20,639 |
| BuzzPatterson | Buzz Patterson | Husband, Dad, Speaker, Author, Consultant, Pilot, Former Carrier of the Nuke Football. @RedState Columnist. NYT Bestselling author x 2. #AirForce | 20,400 |
| Maga4Justice | Rondalee. Iowa | ❤️ #married 26 yr USMC brat. Semper Fi. I tweet stocks and politics, I am a conservative. | 17,724 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| JNReports | |Play-by-Play @Windycitybulls|@WIUBroadcasting Graduate| @umphreysmcgee fan|Views are my own, who else would it be? | 19 |
| Sunshin21176498 | Lover of music and books and sunshine. SEC Lover. Boy mom. Wounded Warrior wife. | 12 |
| Slendy5127 | Appreciator of all things nerd culture. I reserve the right to block bad faith actors. #BlackLivesMatter. Trying to posture over my bio means you got triggered | 12 |
| Tandrena31 | Hi everyone. I'm warm and friendly. I normally follow back. "Do what you feel in your heart to be right, for you'll be criticized anyways" -- Eleanor Roosevelt | 11 |
| hkyshawn | Hockey player, hockey fan, smart @$$, purveyor of snark and sarcasm, clown/jester, liberal...spewer of profanity, wandering the wasteland of dead Twitter | 9 |
| MXGCan | Retired Musician. Raps / LFC / F1 | 8 |
| Discreetleee | Shhhhh | 7 |
| hippotx | - | 7 |
| DerpasaurusR | Houston. Artist. Warhammer nerd. | 7 |
| Interlingua3 | - | 7 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1641454014582882307 | Welp the classics still rock. Thanks @MonicaLewinsky for making my day. https://t.co/cqXqTq4Aug | 1,301 |
| 1641562836223807489 | I’m old enough to remember when my former boss, @BillClinton, paid hush money to Paula Jones and arranged employment for @MonicaLewinsky. I was there. | 1,082 |
| 1639976428249677824 | Season 2 of Elmo's Twitter, in which @MonicaLewinsky sues him for billions for facilitating the theft of her identity, is gonna be lit. https://t.co/pwWHYbpJQ3 | 226 |
| 1639988780126941184 | @MonicaLewinsky April 1 will forever be known as Flash Day because so many A-holes will be exposed simultaneously. The blue check will become a badge of shame, Twitter revenue will … | 111 |
| 1640153342163963904 | @MonicaLewinsky Fun fact: the original verification system was started because Twitter got sued for hosting a defamatory impersonation of a public figure. Once that system no longer exists, the company … | 94 |
| 1640031605187047425 | @MonicaLewinsky Same, there are too many to count and new ones popping up every day. Apparently, they're now bold enough to use our actual pictures like this one @ AleneJoyce32297 | 67 |
| 1639974501977845760 | @MonicaLewinsky It's sad that @elonmusk can't find other ways to make money on @Twitter without destroying one of the safety nets that users had. A blue check was not really … | 44 |
| 1640000454498164736 | @MonicaLewinsky @Rschooley People keep telling The New Owner that this would happen, it happened from day one, and it’s still happening. The New Owner doesn’t seem to care. | 38 |
| 1640367299289817089 | @alistaircoleman @MonicaLewinsky @Rschooley Perhaps he should have a peek at why verified accounts became a thing in the first place https://t.co/NQnwkIoPek | 27 |
| 1639977005352464385 | @MonicaLewinsky This is what happens when a man with too much money and narcissism champions people who are upset that they aren't important enough to have a verified account. | 17 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1641454014582882307 | Welp the classics still rock. Thanks @MonicaLewinsky for making my day. https://t.co/cqXqTq4Aug | 13,935 |
| 1641562836223807489 | I’m old enough to remember when my former boss, @BillClinton, paid hush money to Paula Jones and arranged employment for @MonicaLewinsky. I was there. | 2,546 |
| 1640000454498164736 | @MonicaLewinsky @Rschooley People keep telling The New Owner that this would happen, it happened from day one, and it’s still happening. The New Owner doesn’t seem to care. | 1,390 |
| 1639974501977845760 | @MonicaLewinsky It's sad that @elonmusk can't find other ways to make money on @Twitter without destroying one of the safety nets that users had. A blue check was not really … | 1,164 |
| 1639976428249677824 | Season 2 of Elmo's Twitter, in which @MonicaLewinsky sues him for billions for facilitating the theft of her identity, is gonna be lit. https://t.co/pwWHYbpJQ3 | 1,028 |
| 1639988780126941184 | @MonicaLewinsky April 1 will forever be known as Flash Day because so many A-holes will be exposed simultaneously. The blue check will become a badge of shame, Twitter revenue will … | 803 |
| 1639980482422243328 | @JNReports @MonicaLewinsky I wonder if the @chicagobulls knows that they employ a transphobe in such a public position? | 783 |
| 1640031605187047425 | @MonicaLewinsky Same, there are too many to count and new ones popping up every day. Apparently, they're now bold enough to use our actual pictures like this one @ AleneJoyce32297 | 765 |
| 1639977005352464385 | @MonicaLewinsky This is what happens when a man with too much money and narcissism champions people who are upset that they aren't important enough to have a verified account. | 764 |
| 1640153342163963904 | @MonicaLewinsky Fun fact: the original verification system was started because Twitter got sued for hosting a defamatory impersonation of a public figure. Once that system no longer exists, the company … | 463 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #spoutible | 5 |
| #r4today | 3 |
| #clickwithcompassion | 3 |
| #metoo | 2 |
| #thefive | 2 |
| #twitteristrashnow | 2 |
| #bluecheckmark | 2 |
| #verified | 2 |
| #llap | 1 |
| #bullyingpreventionmonth2021 | 1 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @monicalewinsky | 2,612 |
| @fpwellman | 474 |
| @billclinton | 177 |
| @elonmusk | 160 |
| @jnreports | 149 |
| @buzzpatterson | 140 |
| @monica_lewinsky | 86 |
| @chicagobulls | 74 |
| @rschooley | 69 |
| @alistaircoleman | 67 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
23
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 🤣 | 177 | rolling_on_the_floor_laughing |
| 😂 | 77 | face_with_tears_of_joy |
| 🤡 | 23 | clown_face |
| 🙄 | 20 | face_with_rolling_eyes |
| 🤔 | 19 | thinking_face |
| 🇨🇳 | 14 | China |
| 🤢 | 10 | nauseated_face |
| 😆 | 9 | grinning_squinting_face |
| 😅 | 8 | grinning_face_with_sweat |
| 👍 | 7 | thumbs_up |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 465 |
| People & Body | 73 |
| Flags | 17 |
| Symbols | 14 |
| Objects | 10 |
| Travel & Places | 8 |
| Animals & Nature | 6 |
| Activities | 5 |
| Food & Drink | 2 |
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