Tweets Analysis - Keyword: @waltshaub
Overview
Total number of tweets analysed
48
Earliest tweet was on
2023-03-16
Latest tweet was on
2023-03-25
Tweets covering
8 days
Average age of authors' accounts
7 years
Summarization
The tweets involve discussions on various political issues, including ethics violations and corruption by politicians. Some argue that business transactions made by politicians are justified as they are businessmen. Others criticize the hypocrisy of such views and call for accountability for corruption regardless of party affiliation. The disappearance of Walt Shaub's account is also noted. There are mentions of laws that were passed to prevent corruption, but some question their effectiveness.
Topic Modeling
- Government ethics and corruption
- Criticism of politicians and government officials
- Business dealings and the defense of such dealings
- Skepticism towards news sources and fact-checking
- Questions about specific laws and enforcement
Emotional Analysis
The emotions expressed in these tweets are primarily anger and frustration towards corruption and hypocrisy in politics. Many of the tweets mention Trump and his status as a businessman, with some individuals defending his actions while others criticize them. Some tweets express sadness or disappointment, such as the mention of Walt Shaub's deleted account. Overall, the sentiment is a mix of outrage, disbelief, and cynicism towards those in power.
Trend Analysis
- Discussion of ethics violations and hypocrisy in politics
- Criticisms of President Trump and his business dealings
- Mentions of Walt Shaub, a former government ethics official
- References to laws and regulations related to corruption in government
- Political commentary and debates on social media
Types of Tweets
Number of Retweets
8
Percentage of total tweets
16%
Number of Original tweets
0
Percentage of total tweets
0%
Number of tweets that contain Mentions
48
Percentage of total tweets
100%
Number of tweets that were Replies
38
Percentage of total tweets
79%
Number of tweets that were Quotes
3
Percentage of total tweets
6%
Number of tweets that contain Hashtags
2
Percentage of total tweets
4%
Top 5 devices used to tweet
Source | Count |
---|---|
Twitter for Android | 19 |
Twitter for iPhone | 19 |
Twitter Web App | 9 |
Twitter for iPad | 1 |
What devices were used to tweet

Top 10 accounts with highest followers count
Username | Name | Bio | Followers count |
---|---|---|---|
repairrestores1 | Michelle Nappi☮️ | Bill drafter/analyst at RepairRestoreSafeguard, Inc, a nonpartisan public-accountability organization. The America Fights Corruption! Course is here! | 31,316 |
lifepath23 | Deah | Serving the highest good of all Grassroots activist for over 30 years Lover of Natural Hot Springs Truth Sayer Greenpeace Warrior ♉🎹🌎☮️ | 6,323 |
Gypsysoul1968 | D Marie 💔 | K-9 trainer Unbothered by negative souls #Resister 🌊🌊🌊 #InstinctsAreEverything | 4,335 |
LoneWMcCord1 | Lone Wolf McCord | Truth Justice and Barbeques...#TheResistance #GeeksResist #HeroesResist💥 | 3,454 |
randycruse | Randy Cruse | Retired Boilermaker Local #83 member and former Business Manager, Native Kansan, Father, Grandfather, Golfer, #TheResistance | 3,321 |
makesmesmile49 | CLASSY KITTY #Resist🌊🌊 🌊 | I Believe in honesty/integrity/accountability in ALL elected officials. The GOP have collectively lost their minds. #SaveDemocracy I ❤GOD Music SEAHAWKS Animals | 2,998 |
ThirdChances | Witch Hunter | Pro reading, learning, thinking. We end dystopian ****-show, protect freedom & democracy by increasing Blue numbers in H & S in 2024. Slava Ukraine 🇺🇦 🌻 | 2,805 |
dd_chip | DDChips | Introducing 'The 3D Printed Orange Cheeto Buddha'! https://t.co/yp8QUWKDET | 1,802 |
docal68 | Bladadiding☮️ | It's altitude baby, My Name is Alvin, I'm a Father, United States Naval Veteran, Life is good🙏 don't be one of those, looking for funk all the time... | 1,740 |
Isomco | Kwood | In poverty and misfortunes, true friends are a refuge. They keep young out of mischief; they comfort the old, and incite noble deeds to those in their prime. | 1,342 |
Top 10 accounts with highest friends count
Username | Name | Bio | Followers count |
---|---|---|---|
repairrestores1 | Michelle Nappi☮️ | Bill drafter/analyst at RepairRestoreSafeguard, Inc, a nonpartisan public-accountability organization. The America Fights Corruption! Course is here! | 31,076 |
lifepath23 | Deah | Serving the highest good of all Grassroots activist for over 30 years Lover of Natural Hot Springs Truth Sayer Greenpeace Warrior ♉🎹🌎☮️ | 6,944 |
randycruse | Randy Cruse | Retired Boilermaker Local #83 member and former Business Manager, Native Kansan, Father, Grandfather, Golfer, #TheResistance | 4,995 |
Gypsysoul1968 | D Marie 💔 | K-9 trainer Unbothered by negative souls #Resister 🌊🌊🌊 #InstinctsAreEverything | 4,989 |
dd_chip | DDChips | Introducing 'The 3D Printed Orange Cheeto Buddha'! https://t.co/yp8QUWKDET | 4,957 |
LoneWMcCord1 | Lone Wolf McCord | Truth Justice and Barbeques...#TheResistance #GeeksResist #HeroesResist💥 | 4,883 |
makesmesmile49 | CLASSY KITTY #Resist🌊🌊 🌊 | I Believe in honesty/integrity/accountability in ALL elected officials. The GOP have collectively lost their minds. #SaveDemocracy I ❤GOD Music SEAHAWKS Animals | 4,731 |
ThirdChances | Witch Hunter | Pro reading, learning, thinking. We end dystopian ****-show, protect freedom & democracy by increasing Blue numbers in H & S in 2024. Slava Ukraine 🇺🇦 🌻 | 4,646 |
bobbyMo58 | BobbyMFmo MKE | - | 2,225 |
Isomco | Kwood | In poverty and misfortunes, true friends are a refuge. They keep young out of mischief; they comfort the old, and incite noble deeds to those in their prime. | 2,110 |
Most active users
Username | Bio | Number of tweets |
---|---|---|
dd_chip | Introducing 'The 3D Printed Orange Cheeto Buddha'! https://t.co/yp8QUWKDET | 10 |
bobbyMo58 | - | 8 |
CarolynClark16 | Mama was a southern belle from SC who married a soldier from TX then raised me in VA, MO, KY, AK, TX & SC. My religion & politics: (Zechariah 7:9-14) | 2 |
leislgirl | Former Librarian, Nancy Pearl is my hero & Library Avenger, follower of Fran Liebowitz: "Read BEFORE You THINK, & THINK Before You SPEAK; biblical length tweets | 2 |
imwithripsey | Unabashedly proud of being a feminist and relentlessly loving my favorites. Certifiably disruptive! 💙💙💙 | 2 |
strongm18 | - | 1 |
repairrestores1 | Bill drafter/analyst at RepairRestoreSafeguard, Inc, a nonpartisan public-accountability organization. The America Fights Corruption! Course is here! | 1 |
randyn51 | I have been in ministry for 28 years. I have always loved helping people. I got into the security industry when I planted a church to support my family. | 1 |
randycruse | Retired Boilermaker Local #83 member and former Business Manager, Native Kansan, Father, Grandfather, Golfer, #TheResistance | 1 |
punbinglu41035 | - | 1 |
Tweets per day

Top 10 tweets with highest Retweet count
ID | Text | Retweet count |
---|---|---|
1639145458844200962 | [5/6] many amazing Garland critics who I think could make phenomenal guests, but just a few of the names that come to mind are @ElieNYC, @sarahkendzior, & Walt Shaub. (Speaking of Shaub, it appears his account @waltshaub is now gone. 😢 Does anybody know why? Did he completely | 1 |
1639700540140527618 | @suzieqeue @davelevinthal @waltshaub @byMadisonHall @BusinessInsider Heck no, this is standard operating procedure in Congress. This is why they fight so hard for 175k job, to soak up millions. | 0 |
1636852287732678656 | @bobbyMo58 @RDelbove @JonathanTurley @waltshaub 🤣🤣🤣 That is brilliant! "Businessmen can do shady and illegal things for their family because hey... that's what business people do" is quite the unique defense. You should be Trump's lawyer. Yup... here's just another "normal" business transaction. https://t.co/48uKHvPlYm | 0 |
1636835618859646976 | @dd_chip @RDelbove @JonathanTurley @waltshaub https://t.co/3pYIbtAfRI | 0 |
1636835566372151297 | @dd_chip @RDelbove @JonathanTurley @waltshaub Ok so the big difference is dad was a BUSINESSMAN in that case. That family helps family in business isn’t remotely scandalous nor unique to people named Trump. Joe Biden on the other hand is a politician. So for his family to get exorbitant amounts of hard to explain money from… https://t.co/SdmStmS88H | 0 |
1636834502499614723 | @ClarkeBetsy @waltshaub https://t.co/LLL0yW8eHx | 0 |
1636812431052922880 | 7. CONGRESS TO BE AN INSIDE CROOK BY TRADING ON GOVT INTEL HE GETS, ONLY SENATOR WORSE THAN HE IS =RON JOHNSON OF WI. @4TaxFrairness @tribelaw @waltshaub @JohnBrennan @CREWcrew @acludc @AudreLawdAMercy @usatodayopinion @NYDNOpinions @NYPostOpinion @MiamiHeraldOp @latimesopinion | 0 |
1636761492489129985 | @RepSpanberger @waltshaub @RepChipRoy What happened to the Stock Act that was signed into law in 2012?? https://t.co/W9QeKduuVS | 0 |
1636760965894279168 | @RDelbove @JonathanTurley @waltshaub Everything is not about Trump! Can we get past saying "Trump" every time someone says "Biden"? Corruption is corruption! All corruption should he grounds for losing their public office. They (all) seem to forget they are there by our vote, and to represent us. Not make money! | 0 |
1636760642819444736 | @RepSpanberger @waltshaub @RepChipRoy I thought Congress passed such a law when Senator Obama was there. What happened to that?!? | 0 |
Top 10 tweets with highest Like count
ID | Text | Like count |
---|---|---|
1636753465543376897 | @waltshaub @OMAROSA Who steps in and fines HIM? | 3 |
1636753745567686657 | @waltshaub @OMAROSA No morsel of hypocrisy goes unexposed. | 3 |
1636756695069106177 | @waltshaub @UpNorthOpinions @OMAROSA Oh, the irony. Now grab `em's campaign is filing an ethics complaint against RepubliKlan Ron. Can't make this up. | 2 |
1636891874769207297 | @bobbyMo58 @RDelbove @JonathanTurley @waltshaub So so challenging... you really got me with that whole "can't back it up" thing. https://t.co/kMbb68DoRY | 1 |
1638378538888724484 | @OaktreeVictor @SecGranholm @JenGranholm @William79739990 @shannonhmc @MamabooHagan @JeffreyMeursing @Maliko_na @ukrainiansquad @DefenceU @ukr @Ukraine @RBReich @robreiner @waltshaub @Victorshi2020 😃 | 1 |
1636852287732678656 | @bobbyMo58 @RDelbove @JonathanTurley @waltshaub 🤣🤣🤣 That is brilliant! "Businessmen can do shady and illegal things for their family because hey... that's what business people do" is quite the unique defense. You should be Trump's lawyer. Yup... here's just another "normal" business transaction. https://t.co/48uKHvPlYm | 1 |
1636546794724397056 | @SharoninElyria @waltshaub Thank you so much!! I'll be a sweet 63 year old, single lady with 2 beautiful cats on Saturday March 18th. | 1 |
1636867275750817792 | @bobbyMo58 @RDelbove @JonathanTurley @waltshaub It's ok folks... nothing to see here... Trump is a BUSINESS man... so this stuff is completely kosher... it would only have been an issue if he had NOT been a businessman. https://t.co/SN1TssBomU | 1 |
1639145458844200962 | [5/6] many amazing Garland critics who I think could make phenomenal guests, but just a few of the names that come to mind are @ElieNYC, @sarahkendzior, & Walt Shaub. (Speaking of Shaub, it appears his account @waltshaub is now gone. 😢 Does anybody know why? Did he completely | 1 |
1636703508794572803 | @imwithripsey @mbcoyte @RDelbove @JonathanTurley @waltshaub She said Bidens never had real jobs and ONLY MADE $$ from FOREIGN GOVERNMENTS due to JOE BIDEN'S GOVERNMENT POSITION. Whereas, ALL THE TRUMPS have worked their ENTIRE LIVES making millions & billions. The BIDEN'S Sold our country out to make their $. | 1 |
Top 3 Languages Used In Tweets

Top 10 Hashtags used
Hashtag | Count |
---|---|
#amiright | 1 |
#gopcorruption | 1 |
#gopcomplicit | 1 |
#trumpcrimesyndicate | 1 |
#cultureofcorruption | 1 |
Top 10 Hashtags Used In Tweets

Top 10 mentions
Mention | Count |
---|---|
@waltshaub | 48 |
@rdelbove | 27 |
@jonathanturley | 27 |
@bobbymo58 | 11 |
@dd_chip | 8 |
@crewcrew | 3 |
@omarosa | 3 |
@normeisen | 2 |
@johnbrennan | 2 |
@tribelaw | 2 |
Top 10 mentions

Wordcloud of Tweets

Emojis
Average number of emojis used per tweet
31
Emojis used in tweets
Emoji | Count | Emoji Text |
---|---|---|
🤣 | 7 | rolling_on_the_floor_laughing |
😂 | 3 | face_with_tears_of_joy |
🤡 | 3 | clown_face |
😢 | 1 | crying_face |
😃 | 1 | grinning_face_with_big_eyes |
Emojis groups
Emoji Group | Count |
---|---|
Smileys & Emotion | 15 |