StefWilliams25 - Tweet Data Analysis
Tweets Analysis - Keyword: @StefWilliams25
Published April 4, 2023
Overview
Tweets covering
9 days
Latest tweet was on
2023-03-25
Earliest tweet was on
2023-03-16
Total number of tweets analysed
177
Average age of authors' accounts
9 years
Summarization
The tweets cover a variety of topics, including threats and vandalism against a person's property, pro-choice politics, frustration with TV streaming services, support for fair wages for servers, and criticism of political opponents. There are also insults and personal attacks exchanged between some of the Twitter users.
Topic Modeling
- Politics and social issues (discussions about abortion, healthcare, elected officials, and activism)
- Personal safety and security (mentions of property damage, threats, and the potential harm caused by words)
- Streaming services and TV shows (discussions about frustration with shows dropping episodes weekly and the shift towards streaming services)
- Restaurant industry and worker pay (discussions about tipping and fair wages)
- Humor and miscellaneous (jokes, compliments, and unrelated discussions)
Emotional Analysis
The tweets express a range of emotions including frustration, anger, annoyance, disbelief, sarcasm, appreciation, and humor. Many of the tweets are in response to political issues such as abortion rights and campaigning tactics, with strong opinions and accusations being thrown around. Others express frustration with streaming services and tipped wages in the service industry. Some tweets also employ humor to lighten the mood.
Trend Analysis
- Political positions and beliefs, including pro-choice/pro-life debates and accusations of vandalism.
- The impact of words and actions on others, including harm to family members.
- Streaming services, binge-watching, and frustration with weekly releases.
- The issue of fair wages for servers and the debate over tipping.
- Personal attacks and debating online, including accusations of fraud and fake outrage.
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
17
9% of total
Number of Original tweets
1
0% of total
Number of tweets that were Quotes
7
3% of total
Number of tweets that were Replies
159
89% of total
Number of tweets that contain Hashtags
6
3% of total
Number of tweets that contain Mentions
177
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 82 |
| Twitter for Android | 49 |
| Twitter Web App | 39 |
| Twitter for iPad | 7 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| KatiePhang | Katie S. Phang | Host of The @katiephangshow on @MSNBC | Anchor and Legal Contributor, @NBC & @MSNBC | RTs and ❤️ ≠ endorsements | 250,020 |
| VDOOZER | Bill Lawrence | Shrinking and Ted Lasso out now. Old Stuff: Scrubs, Spin City, Clone High (returning soon) Cougar Town, Whiskey Cavalier, other Stuff | 157,608 |
| NancyMace | Nancy Mace | Congresswoman #SC01. Fmr @WaffleHouse Waitress. @citadel1842 grad. #LowcountryFirst. Campaign Account. | 97,151 |
| HolyCitySinner | Holy City Sinner | All things Charleston, SC. Voted best Twitter feed & local blog for 9 straight years. Voted best website and podcast in 2022. As seen on ABC News 4, Fox 24 | 55,424 |
| rexthetvterrier | Rex the TV Terrier ® | I am an English Bull Terrier who enjoys critiquing television shows. CEO of Rex The TV Terrier, Inc. a non-profit animal charity *Aficionado of fine sticks | 35,904 |
| MustangMan_TX | Texas | Single, Christian, Texan, Patriot, #MAGA, Free thinker. Mostly like generating my own tweets! No DM’s PLEASE without permission! #Texas | 18,687 |
| AdiJoseph | Adi Joseph | @CBSSports | the paragraph Bill Laimbeer | he/him | 15,151 |
| SarahData_ | Sarah | Product Manager | #SpacesHost | Anonymous Tips Are Welcome | My DMs Always Open | 10,192 |
| RudeFulk | 🌎☮️ 🇺🇦Rude Fulk🇺🇦 ☮️🌎 | "Nothing disturbs me more than the glorification of stupidity." •Carl Sagan• | 6,047 |
| BBlackstone1 | Barbara Blackstone | Democrat💙; MusicLover; Celtics☘️. Pass the GeorgeFloyd Justice in Policing Act and the John Lewis VotingRightsAct #Justice,Peace, Love #StrongerTogether | 4,580 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| MustangMan_TX | Texas | Single, Christian, Texan, Patriot, #MAGA, Free thinker. Mostly like generating my own tweets! No DM’s PLEASE without permission! #Texas | 15,107 |
| AdiJoseph | Adi Joseph | @CBSSports | the paragraph Bill Laimbeer | he/him | 8,176 |
| HolyCitySinner | Holy City Sinner | All things Charleston, SC. Voted best Twitter feed & local blog for 9 straight years. Voted best website and podcast in 2022. As seen on ABC News 4, Fox 24 | 6,600 |
| RudeFulk | 🌎☮️ 🇺🇦Rude Fulk🇺🇦 ☮️🌎 | "Nothing disturbs me more than the glorification of stupidity." •Carl Sagan• | 6,577 |
| SmiloWino | Johl Smilowski, SSA, WSET (III) | Sommelier, writer, filmmaker, digital abstract pop artist, lover of jazz, baseball, John Brown & Paul Robeson. Savant. Where wine meets politics.🥂 #Reparations | 5,001 |
| FUNNAGAN | BRIAN FUNNAGAN | - | 4,930 |
| BBlackstone1 | Barbara Blackstone | Democrat💙; MusicLover; Celtics☘️. Pass the GeorgeFloyd Justice in Policing Act and the John Lewis VotingRightsAct #Justice,Peace, Love #StrongerTogether | 4,843 |
| b_rad_again | 🎃🦇 Dr. Brad | "America is open to receive not only the opulent and respectable Stranger, but the oppressed and persecuted of all Nations and Religions" - G Washington 1783 🌊 | 4,840 |
| JenniflowerMacy | Jen | 🍊Professional Organizer | 🌸 Floral Artist | 💜 Lifelong Progressive | 🏳️🌈 Ally 🏳️⚧️ | She/Her | ☮️ No time for hate ✌️ | 3,474 |
| lickmeimacid | no really, I'm acid | jokes | 3,149 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| a2eway | #BroncosCountry #Lakeshow Friar Faithful FightOn ✌️ | 10 |
| MustangMan_TX | Single, Christian, Texan, Patriot, #MAGA, Free thinker. Mostly like generating my own tweets! No DM’s PLEASE without permission! #Texas | 9 |
| lickmeimacid | jokes | 7 |
| kakalackykween | Men and women, they were beautiful and wild, all a little violent under their pleasant ways and only a little tamed. | 6 |
| ErinTrgl | Stay at home mom with outspoken opinions. I'm not afraid to stand for what I believe is right and true. | 6 |
| DistinctStink | I'm a distinct stinker. | 6 |
| 1LoafOfMeat | Just no. Views expressed here are somebody else's. No wait, they're mine. May or may not be notable. @[email protected] link: https://t.co/fic7kQqW2T | 5 |
| Terpin8or | - | 4 |
| rcrefice21 | Defend the District | 4 |
| Kkaejinstone | Sports fan for life, MMA fan for life | 4 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1637542268306350086 | @chucktowngent @StefWilliams25 @southrngoodlife @NancyMace @kathleenparker Sounds like @StefWilliams25 is probably in the right if the “close your mouth and legs” crowd is coming at her. Also the point about the … | 1 |
| 1639668387151323138 | @StefWilliams25 Thank you, Stefanie! ♥️ | 0 |
| 1637388990813700107 | @StefWilliams25 @MustangMan_TX @4wwest Abortion Did fall under heading of Healthcare back when it wasn't a fad. It still is Healthcare in those microscopically small # of pregnancies where the mother's … | 0 |
| 1637512702758199296 | @StefWilliams25 I was eliminated in game 3. Now I’ve taken up knitting | 0 |
| 1637505737722314752 | @StefWilliams25 So now you're like the rest of us | 0 |
| 1637481795448090625 | @StefWilliams25 @MustangMan_TX @4wwest As a biological female I have also had a pregnancy that scared the hell out of me, I know the emotions of -can I do this! It … | 0 |
| 1637481289895780352 | @StefWilliams25 @NancyMace 🤡 | 0 |
| 1637480577803902982 | @StefWilliams25 @MustangMan_TX @4wwest Hey Stef, I’ve been pregnant and had babies. I also have a biology degree. A woman’s body is her own yes, but pregnancy creates another life separate/individual … | 0 |
| 1637477331819282434 | @StefWilliams25 @NancyMace Did you even read the article? | 0 |
| 1637454717633658880 | @MustangMan_TX @StefWilliams25 For the love of jesus stop using a mail in survey from 20 years ago to think you are making a point. Guess what, not being financially prepared … | 0 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1636970413837418497 | @StefWilliams25 Ask on Twitter late night on a Friday. 😀 | 12 |
| 1637525423377489920 | @StefWilliams25 I've had dozens of threats and my property has been trespassed or vandalized 4x in the last 2.5 years. Words can bring harm to others... including my children, and … | 10 |
| 1637523686726017024 | @StefWilliams25 @NancyMace @kathleenparker She’s pro choice what am I missing ? She’s not pro choice behind closed doors ? | 7 |
| 1637613609248227329 | @StefWilliams25 @NancyMace @kathleenparker Shame on you Stefanie. You’re embarrassing yourself. | 3 |
| 1638400453460336641 | @StefWilliams25 I feel like a lot of people moved to streaming services because binging is what we longed .. and now popular shows going weekly on services that often drop … | 3 |
| 1637589222453391361 | @NancyMace @StefWilliams25 Truly, sincerely, would wager for a grand to a charity, reason no one ever caught for vandalism on your property, even though you have Ring bell, and cameras, … | 3 |
| 1637571642518908930 | @NancyMace @StefWilliams25 You know what also brings harm to others, Nancy? Forced childbirth. Denial of health care. You talk a big game on Twitter but you are killing women in … | 3 |
| 1637569964235161606 | @NancyMace @StefWilliams25 Words can bring harm. So can guns. So can elected officials running campaigns calling pediatricians child abusers. So can anti-trans fever dream rhetoric. | 3 |
| 1637539705230180353 | @therealDL22 @StefWilliams25 @NancyMace @kathleenparker Let's be clear. Mace supported a 6 week abortion ban bill offering ONLY an amendment to include exceptions for rape, incest, LoM. She offered no amendment … | 3 |
| 1637529793670402052 | @StefWilliams25 @NancyMace @kathleenparker But you specifically brought her kids into the conversation why poke the bear when you can try to make your point without being personal about it | 3 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #sc01 | 2 |
| #shrinking | 1 |
| #gopwaronwomen | 1 |
| #cnn | 1 |
| #electiveabortionisnthealthcare | 1 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @stefwilliams25 | 181 |
| @nancymace | 52 |
| @kathleenparker | 21 |
| @mustangman_tx | 11 |
| @4wwest | 9 |
| @southrngoodlife | 6 |
| @washingtonpost | 3 |
| @actualllynottay | 3 |
| @kakalackykween | 3 |
| @rickhess | 3 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
15
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 😂 | 6 | face_with_tears_of_joy |
| 👏 | 6 | clapping_hands |
| 🤣 | 3 | rolling_on_the_floor_laughing |
| ♥️ | 1 | heart_suit |
| 😊 | 1 | smiling_face_with_smiling_eyes |
| 😩 | 1 | weary_face |
| 😳 | 1 | flushed_face |
| ✌️ | 1 | victory_hand |
| 😡 | 1 | enraged_face |
| 🌎 | 1 | globe_showing_Americas |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 16 |
| People & Body | 8 |
| Activities | 1 |
| Travel & Places | 1 |
| Symbols | 1 |
| Food & Drink | 1 |
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