Tweets Analysis - Keyword: @jessicashortall
Overview
Total number of tweets analysed
67
Earliest tweet was on
2023-03-17
Latest tweet was on
2023-03-26
Tweets covering
8 days
Average age of authors' accounts
10 years
Summarization
The tweets cover various topics, including Texas politics, gender identity, family, sports, and entertainment. Some discuss accusations against Jessica Shortall, while others express admiration or humor, and some share personal experiences or opinions.
Topic Modeling
- Trans rights and discrimination
- Legal issues related to Texas
- Social media dynamics and subtweeting
- Sports and its cost barriers
- Cultural references and humor
Emotional Analysis
The emotions expressed in these tweets are varied and do not follow a specific theme. Some tweets express support and admiration for the person being mentioned, while others show annoyance or sarcasm towards them. Some tweets focus on light-hearted topics like pronunciations of words or TV shows, while others touch on more serious issues such as discrimination and financial barriers in youth sports. There is also some subtle aggression and negativity in a few tweets towards certain individuals mentioned in the thread.
Trend Analysis
- Discussions on transgender rights and legislation in Texas (#txlege)
- Comments and questions directed towards Jessica Shortall on various topics
- Subtweeting and indirect communication between users
- Discussion on the cost of youth sports leagues and barriers it creates
- Humorous comments and conversations between users
Types of Tweets
Number of Retweets
12
Percentage of total tweets
17%
Number of Original tweets
0
Percentage of total tweets
0%
Number of tweets that contain Mentions
67
Percentage of total tweets
100%
Number of tweets that were Replies
52
Percentage of total tweets
77%
Number of tweets that were Quotes
8
Percentage of total tweets
11%
Number of tweets that contain Hashtags
4
Percentage of total tweets
5%
Top 5 devices used to tweet
Source | Count |
---|---|
Twitter for iPhone | 41 |
Twitter for Android | 16 |
Twitter Web App | 10 |
What devices were used to tweet

Top 10 accounts with highest followers count
Username | Name | Bio | Followers count |
---|---|---|---|
emmyruiz | Emmy Ruiz | #TeamMom, first. Organizer, second. Lucky Immigrants’ kid striving to be in service to others. She/Her/Mamá | 25,342 |
wendy_mcroberts | Wendy McRoberts ❄️🌊🏳️🌈🤗 | Mama Bear 3 adults Suburban Housewife Problem, Married, potato voodoo expert. I READ! #lgbtq #freemomhugs #mamabears #txlege #fbr #mothersagainstgregabbott | 8,546 |
beth_hawkins | Beth Hawkins | Award-winning National Correspondent covering education for @The74. Blogger at https://t.co/imNf4vTPCS. @VentureMPLS parent. Equity. Longform. Tacos. | 4,652 |
bettymbeauchamp | EMB | If your here to yell and rage because I reported your account, get to the back of the line. and stop being hateful | 4,568 |
DebraISchafer | Debra Isaacs Schafer | Where work/life, working parents, caregiving, education & neurodiverse children intersect. Also, HR & family-supportive benefits. Coach. Consultant. Speaker. | 4,010 |
_RebeccaMarques | Rebecca Marques | CEO - @TexasSignal. Views are my own. She/hers; @DollyParton & cheese enthusiast. | 3,222 |
lauragorsky | Laura Gorsky | currently: mental health policy & tweeting about my cat | Past: @RepLloydDoggett @pptxvotes @indivisibleteam #Txlege @vademocrats | tweets/likes/typos=my own | 2,911 |
CircleReader | Andrew Wetzel 🦣 indieweb.social/ | Human first, then: curious, Christian, parent. Other Evangelical. You Cannot Serve God & Mammon. #TheKingdomOfGodIsNotAPoliceState He/him. 🔗🌳/CircleReader | 2,788 |
johnoeffinger75 | John Oeffinger | 🏳️⚧️ Wear Your Mask 🇺🇦🌈🏳️🌈(he/him/his) transgender health, public health, photog, technologist, eLearning, trans rights tweets & retweets are my views | 2,402 |
gina_goldberg | gg 🙊🙈🙉 | mother of puppies and actual children also, gen x ftw, she/her | 2,070 |
Top 10 accounts with highest friends count
Username | Name | Bio | Followers count |
---|---|---|---|
wendy_mcroberts | Wendy McRoberts ❄️🌊🏳️🌈🤗 | Mama Bear 3 adults Suburban Housewife Problem, Married, potato voodoo expert. I READ! #lgbtq #freemomhugs #mamabears #txlege #fbr #mothersagainstgregabbott | 9,304 |
emmyruiz | Emmy Ruiz | #TeamMom, first. Organizer, second. Lucky Immigrants’ kid striving to be in service to others. She/Her/Mamá | 5,762 |
CircleReader | Andrew Wetzel 🦣 indieweb.social/ | Human first, then: curious, Christian, parent. Other Evangelical. You Cannot Serve God & Mammon. #TheKingdomOfGodIsNotAPoliceState He/him. 🔗🌳/CircleReader | 4,987 |
DebraISchafer | Debra Isaacs Schafer | Where work/life, working parents, caregiving, education & neurodiverse children intersect. Also, HR & family-supportive benefits. Coach. Consultant. Speaker. | 4,935 |
johnoeffinger75 | John Oeffinger | 🏳️⚧️ Wear Your Mask 🇺🇦🌈🏳️🌈(he/him/his) transgender health, public health, photog, technologist, eLearning, trans rights tweets & retweets are my views | 3,222 |
jonelstr | Jonel | Military kid from the south, wandered around the world to get here. Mostly retweets, expect swearing!! BlackLivesMatter | 2,842 |
cliothemuse | Beth Martin | Sarcastic would-be Historian with a penchant for Literature, Culture, & Travel. The counselor is in. @cliothemuse@mstdn.social, https://t.co/UGlzlRul0P, & https://t.co/6yIgAA8AHA | 2,202 |
CthrynOkly | Kate Oakley | State Legislative Dir. & Sr. Counsel @HRC. Smithie. Avid Color Coder. Lawyer but “human & relatable”. Many opinions, all mine. Policy is my ❤️ language. she/her | 1,829 |
_RebeccaMarques | Rebecca Marques | CEO - @TexasSignal. Views are my own. She/hers; @DollyParton & cheese enthusiast. | 1,703 |
beth_hawkins | Beth Hawkins | Award-winning National Correspondent covering education for @The74. Blogger at https://t.co/imNf4vTPCS. @VentureMPLS parent. Equity. Longform. Tacos. | 1,376 |
Most active users
Username | Bio | Number of tweets |
---|---|---|
_RebeccaMarques | CEO - @TexasSignal. Views are my own. She/hers; @DollyParton & cheese enthusiast. | 15 |
UncleJneutron | I may or may not be a burner for everyones favorite Uncle Jimmy. People Magazine Sexist Man Alive 2016. I contain the multitudes. | 6 |
sooner930 | Engineer, Cormac McCarthy Fanatic, Atheist, Naive Optimist, Amateur Globalist, Actual Texan, @sooner930@mathstodon.xyz | 4 |
wendy_mcroberts | Mama Bear 3 adults Suburban Housewife Problem, Married, potato voodoo expert. I READ! #lgbtq #freemomhugs #mamabears #txlege #fbr #mothersagainstgregabbott | 2 |
McMahonShellie | Mom. Wife. Texas Democrat. Dep. Dir @pptxvotes, Co-Prez @BADATXDemocrats, Warrior for Black Women. Covid survivor. she/her/hers Opinions are my own ✊🏾 | 2 |
beth_hawkins | Award-winning National Correspondent covering education for @The74. Blogger at https://t.co/imNf4vTPCS. @VentureMPLS parent. Equity. Longform. Tacos. | 2 |
emmyruiz | #TeamMom, first. Organizer, second. Lucky Immigrants’ kid striving to be in service to others. She/Her/Mamá | 2 |
ShowMe_Logic | - | 2 |
PowerPACorg | https://t.co/Y0vMNNAlhd is a social justice organization committed to building long-term political infrastructure for underrepresented communities. | 2 |
cliothemuse | Sarcastic would-be Historian with a penchant for Literature, Culture, & Travel. The counselor is in. @cliothemuse@mstdn.social, https://t.co/UGlzlRul0P, & https://t.co/6yIgAA8AHA | 2 |
Tweets per day

Top 10 tweets with highest Retweet count
ID | Text | Retweet count |
---|---|---|
1639995284045348866 | @jessicashortall @RadioFreeTom “We're born naked, and the rest is drag.” ― Rupaul | 0 |
1637445768247222275 | @_RebeccaMarques @jessicashortall What about "knowingly hurting kids"?? https://t.co/K5OWdxVwyB | 0 |
1638589221408579587 | @sooner930 @jessicashortall @CrunchyFishTaco Wait. You have a problem with Japanese game shows where people are actually injured? Do you hate Japanese escaped animal zoo drills too? | 0 |
1638585764983316482 | @UncleJneutron @jessicashortall @CrunchyFishTaco Uhhh it’s BBC *America*. They probably show those Japanese game shows where guys hit each other in the nuts for prizes. | 0 |
1638581197004578825 | @jessicashortall @sooner930 @CrunchyFishTaco I was able to introduce my mom to the Roadhouse saga THIS WEEKEND. It was on BBC America - if it weren't high minded would BBC be showing it? I explained the nuance as we went, liberally using the pause feature. Much like Criterion "extras" and such. #PrestigeTV | 0 |
1638248759640326146 | @jessicashortall She finally watched @taco_heartz | 0 |
1638248704317718528 | @jessicashortall Lol omg Jessica. Not during ARIES SZN | 0 |
1637891431045148672 | @jessicashortall @_RebeccaMarques @theestallion This is in your future without a doubt! | 0 |
1637871377473757184 | @jessicashortall @_RebeccaMarques @theestallion 😂 | 0 |
1637843131025563648 | @jessicashortall Yes that one just wasn’t even fair. Like a pro team playing little league. 😁 | 0 |
Top 10 tweets with highest Like count
ID | Text | Like count |
---|---|---|
1637441887987462144 | When you actually do know what @jessicashortall was up to in 2017 and you’ve been hurting trans kids knowingly ever since. 🤷♀️ #txlege https://t.co/RybPE9xlhV https://t.co/zL83Pz3tRd | 12 |
1639765718345342976 | @jessicashortall @RadioFreeTom Isn’t that illegal in Texas now? | 7 |
1639648561825546241 | @emmyruiz @jessicashortall Another addition to the folder I see https://t.co/yzzNx7YydG | 4 |
1639771783451607042 | @jessicashortall @RadioFreeTom Getup was my mother’s term too. Love that you used it Jessica. | 3 |
1636847349715591168 | @jessicashortall @LadyLegalWriter I didn't see any mention of gender in the OP. Why assume it was a man? | 3 |
1637060144885379073 | @jessicashortall @_RebeccaMarques OMG HELLO FABULOUS FRIENDS | 3 |
1637545996677791749 | Reminds me of two women messing with Saenz. Subtweeting people. CC @_RebeccaMarques @jessicashortall https://t.co/1sNqRdd2jm | 2 |
1637227533044445184 | @jessicashortall @Jif @SamsClub I thought it was pronounced with a hard F and K | 2 |
1639648122753236998 | @jessicashortall The face that will stay with me forever, captured. Love you friend! “I love you but..” | 2 |
1638709537082408962 | @_RebeccaMarques @jessicashortall Just here, paying bills and doing laundry with my boo 🥺 | 2 |
Top 3 Languages Used In Tweets

Top 10 Hashtags used
Hashtag | Count |
---|---|
#txlege | 2 |
#prestigetv | 1 |
#polygon | 1 |
#nft | 1 |
#mintingsoon | 1 |
Top 10 Hashtags Used In Tweets

Top 10 mentions
Mention | Count |
---|---|
@jessicashortall | 67 |
@_rebeccamarques | 18 |
@emmyruiz | 6 |
@sooner930 | 4 |
@mcmahonshellie | 4 |
@unclejneutron | 4 |
@crunchyfishtaco | 4 |
@ladylegalwriter | 4 |
@radiofreetom | 3 |
@theestallion | 2 |
Top 10 mentions

Wordcloud of Tweets

Emojis
Average number of emojis used per tweet
32
Emojis used in tweets
Emoji | Count | Emoji Text |
---|---|---|
❤️ | 10 | red_heart |
🤦🏾♀️ | 1 | woman_facepalming_medium-dark_skin_tone |
🐓 | 1 | rooster |
🧺 | 1 | basket |
🎂 | 1 | birthday_cake |
🧁 | 1 | cupcake |
🍰 | 1 | shortcake |
🥺 | 1 | pleading_face |
😂 | 1 | face_with_tears_of_joy |
😁 | 1 | beaming_face_with_smiling_eyes |
Emojis groups
Emoji Group | Count |
---|---|
Smileys & Emotion | 14 |
Food & Drink | 3 |
People & Body | 2 |
Animals & Nature | 2 |
Objects | 1 |