Tweets Analysis - Keyword: @ShaneGoldmacher
Overview
Total number of tweets analysed
312
Earliest tweet was on
2023-03-21
Latest tweet was on
2023-03-30
Tweets covering
8 days
Average age of authors' accounts
8 years
Summarization
The tweets cover a range of topics, including recurring donations to political campaigns and the confusion that can arise for donors, misinterpretation of FEC filings, speculation about political motives and strategies, criticism of elected officials for hiding how they spend taxpayer money, and snarky comments about various political figures and events.
Topic Modeling
- Automatically recurring donations and confusion around them
- GOP phenomenon in relation to recurring donations and political contributions
- Trump's influence on Republican Party and Senate races
- Government transparency and accountability
- Dictatorship and abuse of power concerns
Emotional Analysis
The emotions expressed in these tweets vary greatly, with some expressing frustration towards political practices such as automatic recurring donations and misinformation, while others express humor or sarcasm towards certain political figures and their actions. Some tweets express suspicion or concern towards political figures and their motivations, while others express disappointment or anger towards political decisions and actions. Overall, the tweets showcase a range of emotions and perspectives towards current political events and figures.
Trend Analysis
- Automatically recurring donations and their impact on confused donors, mostly in the GOP
- Misleading or inaccurate FEC filings in political fundraising
- Political maneuverings and speculation, such as potential running mates, future announcements, and conspiracy theories
- Criticism of elected officials, specifically Republican ones, and their use of public funds
- Commentary on legal issues, including court cases and defense strategies
Types of Tweets
Number of Retweets
82
Percentage of total tweets
26%
Number of Original tweets
6
Percentage of total tweets
1%
Number of tweets that contain Mentions
312
Percentage of total tweets
100%
Number of tweets that were Replies
225
Percentage of total tweets
72%
Number of tweets that were Quotes
7
Percentage of total tweets
2%
Number of tweets that contain Hashtags
7
Percentage of total tweets
2%
Top 5 devices used to tweet
Source | Count |
---|---|
Twitter for iPhone | 124 |
Twitter Web App | 85 |
Twitter for Android | 81 |
Twitter for iPad | 15 |
TweetDeck | 5 |
What devices were used to tweet

Top 10 accounts with highest followers count
Username | Name | Bio | Followers count |
---|---|---|---|
SpirosMargaris | Spiros Margaris | #VC | No. 1 #Fintech @Refinitiv & @Onalytica | @TEDx | @natechsa @ai_mediastalker @GenTwoAG @investwithCARL @SparkLabsGlobal @HeradoHQ | 128,302 |
swin24 | Asawin Suebsaeng | senior politics reporter @RollingStone. @vikingbooks author. @journalismUC lecturer. Ex: @thedailybeast. Rolling Stones fan. asuebsaeng@rollingstone.com | 89,230 |
SollenbergerRC | Roger Sollenberger | Senior political reporter @thedailybeast. Former @Salon; six-string for hire. Tips: roger.sollenberger@thedailybeast.com (same @protonmail.com) | 58,878 |
MichaelCBender | Michael C. Bender | New York Times, political correspondent; Author, “Frankly, We Did Win This Election: The Inside Story of How Trump Lost” (Get signed copies from @politicsprose) | 53,429 |
tripgabriel | Trip Gabriel | National Correspondent on the Politics desk at @nytimes. Former Styles editor. RTs = Just spreading the news. | 37,385 |
Arriadna | Arriadna🗽🇺🇸🌻🗳️💙 | Dem💙🇺🇸, human rights, civil rights, a clean ☮️ 🌎✨ #LibertyTree🌳✨7of9🖖(fan acc)✨Resistance✨#BidenHarris ✨@Arriadna@mastodon.social.com✨ | 37,368 |
nicholaswu12 | Nicholas Wu | covering Congress for @politico | previously: @usatoday @princetonian | my views are my own | email me nwu@politico.com | 34,634 |
JonathanTamari | Jonathan Tamari | National Political Reporter @PhillyInquirer | jtamari@inquirer.com | Ex-Eagles & NJ politics writer | Runner | Arsenal fan | @NorthwesternU | Jersey born & bred | 24,825 |
DeepPurple007 | Deep Purple ☮️🌊 | Love 60s and 70s music,🌊🌊 #resister, @bluewave, #Democrat #Biden/Harris ##MomsDemand member #BLM, @vote.org, fully vaxxed, mask wearing,🌊🌊☮️, #BlueCrew | 23,693 |
ZachMontellaro | Zach Montellaro | Covering democracy and state politics for @POLITICO. Nothing you say will upset me more than the Mets. DMs open, email me at zmontellaro(at)politico(dot)com | 22,039 |
Top 10 accounts with highest friends count
Username | Name | Bio | Followers count |
---|---|---|---|
DeepPurple007 | Deep Purple ☮️🌊 | Love 60s and 70s music,🌊🌊 #resister, @bluewave, #Democrat #Biden/Harris ##MomsDemand member #BLM, @vote.org, fully vaxxed, mask wearing,🌊🌊☮️, #BlueCrew | 26,043 |
Arriadna | Arriadna🗽🇺🇸🌻🗳️💙 | Dem💙🇺🇸, human rights, civil rights, a clean ☮️ 🌎✨ #LibertyTree🌳✨7of9🖖(fan acc)✨Resistance✨#BidenHarris ✨@Arriadna@mastodon.social.com✨ | 25,974 |
SpirosMargaris | Spiros Margaris | #VC | No. 1 #Fintech @Refinitiv & @Onalytica | @TEDx | @natechsa @ai_mediastalker @GenTwoAG @investwithCARL @SparkLabsGlobal @HeradoHQ | 21,202 |
janet_yackle | Janet Yackle | Work Hard Everyday! Love the Arts, MN Twins Baseball ‘Resistor’ 🇺🇸Grad: Bemidji State University, Green 🟢 Beaver 🦫 | 11,761 |
Summerawaits | SueEllenMishky | Native Bostonian. I 💙animals, music, & politics- in that order. Frenemy to Elaine😉. #Resist 💙🌈 No MAGA No Fascists. #Choice Red Sox⚾️, Pats🏈#VoteBlue 🌊🌊 | 11,733 |
Ned_James2 | Ned James | Marketing Leader | Digital Marketing | Product Marketing | Content Marketing | Social Media | Sales Enablement | Messaging | Lead Generation | Martech | SEO/SEM | 8,864 |
nunes_goat | Devin Nunes' Fainting Goat Fella 🍉 🐐 🇺🇦🌻 | No one is above the law. Codify Roe. Resist. #Scrotisserie Inventor. Maybe tomorrow, Satan. Parody, duh. #NDN #MMIW #AnimalCaucus #NAFO | 8,531 |
MaryMary0414 | mary🪬💙🌊🇺🇸♥️🇺🇦🌻🪬 | INFJ, Astros, 🐶🐱lover, 🌈Ally, #TheResistance, Democrat, #Biden2024 🇺🇦🌻 Speech is free but you have to pay for your lies-K. Farrar 🪬 🕉️ 🚫DM | 8,346 |
mommymouse007 | Pamelia D. Valentine | Resist! drcole! Biden/Harris! #VoteBlue NBCT EAYA Visual Arts. CEO Four Sisters Botanicals LLC | 8,241 |
nicholaswu12 | Nicholas Wu | covering Congress for @politico | previously: @usatoday @princetonian | my views are my own | email me nwu@politico.com | 7,610 |
Most active users
Username | Bio | Number of tweets |
---|---|---|
MendiolaGrandma | Gardner, animal zealot, absolute Democratic Patriot, Biden & Harris, military brat great grandma, and a all around Pain I the ass!Navy Brat! I block all ads . | 11 |
Tazmarac | Norwegian (as is my heritage 94%), Born in Austria. Army brat, LCSW,SSS, ret. Love fast cars, beach time, seeing new places, Active politically. Move on Trump. | 9 |
JamChrisJoy | This world needs more mooners and fewer assholes. | 7 |
SollenbergerRC | Senior political reporter @thedailybeast. Former @Salon; six-string for hire. Tips: roger.sollenberger@thedailybeast.com (same @protonmail.com) | 4 |
JoanaPerec | - | 4 |
DeepPurple007 | Love 60s and 70s music,🌊🌊 #resister, @bluewave, #Democrat #Biden/Harris ##MomsDemand member #BLM, @vote.org, fully vaxxed, mask wearing,🌊🌊☮️, #BlueCrew | 4 |
AthenianWalls | Resisting dictatorship is the disciplined thing to do. “This is going to sound crazy, but my father had a share in an emerald mine in Zambia” @elonmusk in 2014 | 4 |
kcolaizzo | #BLM support LGBTQIA#GoldenRule Lucky Granny loves to garden and cook #SaveOurPlanet | 4 |
TraceyRobnett7 | 🌊🌊🌊BLM🏳️🌈FBR,ANTI-TFFG,OldUgly,RN former repub,cat butler,dog mom,bad gardener. retweet=think about it or humor. Broken Justice by MatteoArfanotti. | 4 |
danielschuman | Policy Dir. @DemandProgress | personal account Work: daniel@demandprogress.org | progressive institutionalist @danielschuman@mastodon.social | 4 |
Tweets per day

Top 10 tweets with highest Retweet count
ID | Text | Retweet count |
---|---|---|
1641084048264011779 | Automatically recurring donations are, in my opinion, a scourge. But this has been statistically mostly a GOP phenomenon. NYT's @ShaneGoldmacher did a great piece on this a couple years back https://t.co/RhQyYw92Ky | 36 |
1641085241757425664 | @ShaneGoldmacher I called that donor. He'd received a call from his banker to inform him he's been giving a whole lot of money to campaigns. He thought he was showing "support," as he was asked in emails — thought he was just "voting" in polls, but he was making automatically recurring donations | 27 |
1641084806334238861 | @ShaneGoldmacher O'Keefe is also likely misreading FEC filings. Here's a Texas GOP donor. When you add up his contributions, it appears he's given more than $100K since 2020. But there's a lot of splits between joint fundraising committees, which double-count them https://t.co/7fm6VLmhVw | 17 |
1641086217327464450 | @ShaneGoldmacher This pattern repeats itself again & again, with confused donors—often elderly—not understanding that they've left a pre-checked box checked, automatically making their donation recur, deducting from their credit card or bank every month. Do this enough and it really adds up | 16 |
1638903905986699264 | @ShaneGoldmacher Exactly how it's supposed to work in a democratic, free society, right? Allowing elected officials, whose salaries we pay, whose necessities & extras we also pay, to hide from us how they're spending our money. Completely normal. Keep voting republican, comrades. | 13 |
1638904508292972547 | @ShaneGoldmacher What are they afraid of? It's definitely suspicious when they try to hide the Governors activities. Floridians deserve to know how much this is costing us, we are funding his run for President. Why should his travel records be a secret? Something is not right here. @FloridaGOP | 10 |
1639961120776626176 | Trump 2024 is a campaign dedicated to his own personal persecution, absent a vision of America’s future. @MichaelCBender @ShaneGoldmacher https://t.co/UTHF0A97Vg | 9 |
1638899156843470854 | @ShaneGoldmacher 1000% desantis is waiting to announce so that FL GOP pass a bill allowing him to remain governor while he runs. This is just the first step https://t.co/NYR2c6cxGq | 9 |
1639812706579501056 | Trump spent much of his first major political rally of the campaign portraying his expected indictment as a result of a conspiracy to persecute him, arguing wildly that the United States was turning into a “banana republic.” w/ @ShaneGoldmacher: https://t.co/kJZCZZ7HdT | 8 |
1638895332401750018 | @ShaneGoldmacher @rhonda_harbison What is the simple definition of dictatorship? dictatorship, form of government in which one person or a small group possesses absolute power without effective constitutional limitations. | 7 |
Top 10 tweets with highest Like count
ID | Text | Like count |
---|---|---|
1641084048264011779 | Automatically recurring donations are, in my opinion, a scourge. But this has been statistically mostly a GOP phenomenon. NYT's @ShaneGoldmacher did a great piece on this a couple years back https://t.co/RhQyYw92Ky | 121 |
1641085241757425664 | @ShaneGoldmacher I called that donor. He'd received a call from his banker to inform him he's been giving a whole lot of money to campaigns. He thought he was showing "support," as he was asked in emails — thought he was just "voting" in polls, but he was making automatically recurring donations | 95 |
1641086217327464450 | @ShaneGoldmacher This pattern repeats itself again & again, with confused donors—often elderly—not understanding that they've left a pre-checked box checked, automatically making their donation recur, deducting from their credit card or bank every month. Do this enough and it really adds up | 85 |
1641084806334238861 | @ShaneGoldmacher O'Keefe is also likely misreading FEC filings. Here's a Texas GOP donor. When you add up his contributions, it appears he's given more than $100K since 2020. But there's a lot of splits between joint fundraising committees, which double-count them https://t.co/7fm6VLmhVw | 76 |
1639769057237893123 | @ShaneGoldmacher So, no running mate slot for her. Read between the lines. | 72 |
1639768929923997696 | @ShaneGoldmacher (Trying to hide the fact that he’ll give her up as the J6 bomber in a heartbeat if it means a lighter sentence for him.) Allegedly. | 56 |
1639773805215117312 | @ShaneGoldmacher Senators Ossoff and Warnock are doing just fine thank you very much. | 48 |
1640060900223721473 | @ShaneGoldmacher “I only stabbed you a little bit” is not the brilliant defense Tacopina thinks it is | 48 |
1639777978086309888 | @ShaneGoldmacher I, for one, welcome Trump continuing to pick losing Senate candidates. | 48 |
1638903905986699264 | @ShaneGoldmacher Exactly how it's supposed to work in a democratic, free society, right? Allowing elected officials, whose salaries we pay, whose necessities & extras we also pay, to hide from us how they're spending our money. Completely normal. Keep voting republican, comrades. | 46 |
Top 3 Languages Used In Tweets

Top 10 Hashtags used
Hashtag | Count |
---|---|
#campaign | 2 |
#ai | 2 |
#fintech | 2 |
#artificialintelligence | 2 |
#machinelearning | 2 |
#deeplearning | 2 |
#generativeai | 2 |
#floridadictator | 2 |
#voters | 1 |
#formertrumpspades | 1 |
Top 10 Hashtags Used In Tweets

Top 10 mentions
Mention | Count |
---|---|
@shanegoldmacher | 312 |
@michaelcbender | 20 |
@rhonda_harbison | 15 |
@sollenbergerrc | 9 |
@maggienyt | 8 |
@govrondesantis | 8 |
@deeppurple007 | 7 |
@laurenm | 6 |
@floridagop | 6 |
@jr_williford | 6 |
Top 10 mentions

Wordcloud of Tweets

Emojis
Average number of emojis used per tweet
16
Emojis used in tweets
Emoji | Count | Emoji Text |
---|---|---|
😂 | 13 | face_with_tears_of_joy |
👇🏽 | 7 | backhand_index_pointing_down_medium_skin_tone |
🤡 | 6 | clown_face |
🧵 | 4 | thread |
😏 | 4 | smirking_face |
🤦 | 3 | person_facepalming |
🔥 | 3 | fire |
😉 | 2 | winking_face |
🎥 | 1 | movie_camera |
🤔 | 1 | thinking_face |
Emojis groups
Emoji Group | Count |
---|---|
Smileys & Emotion | 31 |
People & Body | 11 |
Activities | 4 |
Travel & Places | 3 |
Objects | 2 |
Food & Drink | 1 |