Tweets Analysis - Keyword: @WSJecon
Overview
Total number of tweets analysed
191
Earliest tweet was on
2023-03-22
Latest tweet was on
2023-03-31
Tweets covering
8 days
Average age of authors' accounts
8 years
Summarization
The tweets cover various topics related to the banking sector, including banks losing money on securities sensitive to interest rates, the risk of failure for uninsured depositors and their impact on the banking system, concerns over Deutsche Bank and Credit Suisse, unrealized losses on banks' mortgage-backed securities, the collapse of regional and community banks, and the impact of higher interest rates on banks' balance sheets. Additionally, there are some off-topic tweets about trademark infringement and criminal activity in Argentina.
Topic Modeling
- #Banks losing money on securities sensitive to interest rates
- Two different housing markets in the US
- Risk of bank failures if uninsured depositors pull their money
- Declining value of bank bonds
- Concern over vulnerable banks like Deutsche Bank
- Fed interest rate increase and banking system turmoil
- Unrealized losses on bank holdings
- Collapse of lenders testing faith in regional and community banks
- Trademark infringement in the pet industry
- Corruption and criminal activity in Argentina
- Banking crisis and company asset valuation discrepancies
Emotional Analysis
The tweets express a range of emotions surrounding the banking industry and economic crises. Many of the tweets express worry and concern about the potential for further bank failures, rising interest rates causing losses, and the division within the US housing markets. Other tweets express frustration and anger towards certain individuals and institutions involved in economic crises, while some express skepticism and criticism of current regulations and legalities. Overall, the tweets convey a sense of uncertainty and unease about the stability of the banking industry and the economy more broadly.
Trend Analysis
- Bank losses on securities sensitive to interest rates
- Housing market divided with falling prices in some areas and gains in others
- Risk of bank failures if uninsured depositors withdraw funds
- Banks' ability to turn a profit being squeezed by low investor willingness to pay for bank bonds
- Concern over vulnerable banks such as DeutscheBank and CreditSuisse
- Fed's interest rate increase and potential for banking-system turmoil to end rate-rise campaign
- Banks not recognizing losses on most holdings unless sold, contributing to unrealized losses on mortgage-backed securities
- Collapse of lenders testing faith in regional and community banks
- Various political tweets not related to financial topics
- Issues with current rules for showing asset values
Types of Tweets
Number of Retweets
113
Percentage of total tweets
59%
Number of Original tweets
26
Percentage of total tweets
13%
Number of tweets that contain Mentions
191
Percentage of total tweets
100%
Number of tweets that were Replies
41
Percentage of total tweets
21%
Number of tweets that were Quotes
23
Percentage of total tweets
12%
Number of tweets that contain Hashtags
36
Percentage of total tweets
18%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter Web App | 112 |
| Twitter for Android | 44 |
| Twitter for iPhone | 31 |
| Twitter for iPad | 4 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| ginafrompa2ca | Gina from PHL to SMF | Wife, Mother, Fact Seeker, Solution Finder & News Aficionado. You can read about History...or you can write it. | 18,005 |
| kijomba1 | Neok™ 🖊️📚 | Dad to a Prof. & Gen. Writing is bae. Lead @dorcAfric. Mostly Tweets Mwal. JK Nyerere. Views my own. | 11,319 |
| diamondsforex | Chartist | 'If you are persistent you will get it. If you are consistent, you will keep it.' NB: Neither advice nor a signal service. RT s are not endorsements. | 10,799 |
| TraderMarcoCost | Marco Ða ℂosta | Investor. Trader. Trading Strategist. Equities. Private Financial Advisor. ÐA ℂOSTA PR𝟙ME PME’S. #NBA | 7,934 |
| ClydeLiberty | P.C. Crawford | U.S. Marine, manufacturing, environmental services, writer, retired. https://t.co/6l4eo29s4s | 6,358 |
| Zlatimeyer | Zlati Meyer | Newsletter writer @WSJ. Side gig @StanfordGSB. Formerly @FastCompany @USATODAY @freep @PhillyInquirer. Boston native. Fan of hashtag games and hash browns. | 5,580 |
| VanceGinn | Vance Ginn, Ph.D. | ⭐️Optimistic economist seeking free market solutions🎙️Let People Prosper Show Host⭐️Chief Econ & Snr Fellow at Think Tanks🇺🇸Fmr White House OMB Chief Econ⭐️ | 5,502 |
| acemaxx | ACEMAXX ANALYTICS | Senior Economist - @HSG_Alumni | 5,439 |
| Texas_Taxpayers | Texans for Fiscal Responsibility | 💡 𝗜𝗟𝗟𝗨𝗠𝗜𝗡𝗔𝗧𝗘 actions of government. 📚 𝗘𝗗𝗨𝗖𝗔𝗧𝗘 citizens. 📣 𝗔𝗗𝗩𝗢𝗖𝗔𝗧𝗘 for pro-taxpayer reforms. | 4,823 |
| alialqaisa68 | علي القيسي Ali Alqaisi 68 | داعية للتسامح والسلام وحقوق الانسان I call for dialogue, peace and tolerance رئيس جمعية ضحايا سجون الاحتلال الأمريكي الإيراني في العراق | 4,446 |
Top 10 accounts with highest friends count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| ginafrompa2ca | Gina from PHL to SMF | Wife, Mother, Fact Seeker, Solution Finder & News Aficionado. You can read about History...or you can write it. | 14,409 |
| kijomba1 | Neok™ 🖊️📚 | Dad to a Prof. & Gen. Writing is bae. Lead @dorcAfric. Mostly Tweets Mwal. JK Nyerere. Views my own. | 8,110 |
| ClydeLiberty | P.C. Crawford | U.S. Marine, manufacturing, environmental services, writer, retired. https://t.co/6l4eo29s4s | 6,306 |
| jornaldomacico | Jornal do Maciço | 🇧🇷 | 5,019 |
| MORGANBLADE10 | Morgan Blade | 🚫No Chimpanchairos | 🚫No a La Copromafia | 🚫No a La 4TroT3 | 🚫No a Obradog | 5,008 |
| ArdithH77869544 | Ardith Hill | Horses | 5,001 |
| jloresecha | Juan de loresecha | Dealer and Market watcher. All opinios are mine and RT does not mean endorsement. Love Africa | 5,000 |
| hagvtr | ha | - | 4,987 |
| JTejeramx | José Tejera III | Provida, católico, CC, empresario industria inmobiliaria, CEO Cía. Santa Rosa Golden Palm, desarrollo turístico residencial Mayan Riverdale, Q. Roo, EUM | 4,599 |
| alialqaisa68 | علي القيسي Ali Alqaisi 68 | داعية للتسامح والسلام وحقوق الانسان I call for dialogue, peace and tolerance رئيس جمعية ضحايا سجون الاحتلال الأمريكي الإيراني في العراق | 4,523 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| clare_tan520 | I am a girl who likes to travel | 44 |
| SusanaMNK | FORENSE Lingüísta,y SEMIÓTICA SOC Camada fundadora Carrera Com Soc, UBA Investig de discursos con que 'lo real' se expresa Castellano Río del Plata. | 16 |
| acemaxx | Senior Economist - @HSG_Alumni | 15 |
| Pujan__Ghosh | 🕉Ahamasmi Karma🕉 Passionate about the intersection of Economics and Healthcare|Prospective Doctoral Researcher|Health Economics|Torchbearer of East Bengal FC⚽ | 6 |
| volleypro91 | - | 5 |
| GeorgeDagnino | Macro strategy. My research on how the business cycle impacts the financial markets is available on https://t.co/3nIPFochiu. Including computer driven model portfolios. | 3 |
| african_catalog | Business and Analysis | 3 |
| HenryAdams80 | - | 2 |
| PaulMac_in_TX | Texan & Common Sense Conservative | 2 |
| REMI_GULER | - | 2 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1640621762521038848 | #Banks lost money on #securities sensitive to interest rates such as USTs and #MBS mortgage-backed securities. Those losses will grow if rates keep going higher, chart @WSJecon https://t.co/FE9uXnJXh5 https://t.co/PxwvbLFzWC | 7 |
| 1640746835928023043 | A Tale of Two Housing Markets by @WSJecon "The United States is a country of two housing markets. In one, home prices are falling from a year ago. In the other, they’re still posting annual gains. That division runs right down the center of the U.S. In https://t.co/LjHrH1aXr4… https://t.co/BQyuy6psKS https://t.co/rna6gOp1s5 | 3 |
| 1638801968515764224 | #Fed approved another 0.25% interest-rate increase but signaled that banking-system turmoil might end its rate-rise campaign sooner than seemed likely 2-weeks ago, chart @WSJecon https://t.co/FVuAWTXfv0 https://t.co/4RfFWiV1Qa | 3 |
| 1638905566721368066 | JODÁNSE por BOUlouDOUS adoctrinados con mentiras y engaños fascistas PERONISTAS por décadas @okDiegoRCaceres @uma_ariche geniecitos retrógrados y MISÓGINOS ¿Q hablan? @WIPO #GERONTICIDIO OFICIAL en ARGENTINA🇦🇷💩 @CorteIDH @StateDept @UNHumanRights @hrw @antonioguterres @WSJecon https://t.co/Hym5DSM5Xi | 2 |
| 1640641735519772672 | Under accounting rules, #banks don’t have to recognize #losses on most of their holdings unless they sell them. Unrealized losses on banks’ #MBS were $368bn at the end of 2022, acc. to #FDIC data, chart @WSJecon https://t.co/FE9uXnJXh5 https://t.co/YEzcenIsTy | 2 |
| 1640153192548761602 | @OCCRP @OEA_Seguridad @OEA_DDOT @UNHumanRights @UN_News_Centre @WSJecon @jaleyesru @JorgeFaurie @jaleyesru @FelipeMiguelBA @FiscalesGobAr @LucilaLehmann Criminals gathering with a fictitious agenda Too cheeky! https://t.co/ICl93hLw4n | 1 |
| 1639530276035461122 | The fewer investors are willing to pay for #AT1 #bonds and bank bonds in general, the higher the borrowing costs banks have to pay, squeezing their ability to turn a profit, chart @WSJEcon https://t.co/BsVDWDvb3y https://t.co/HA98jgpCNw | 1 |
| 1640498746755514372 | @FiscalesGobAr @WSJecon No idóneo min de economía argentina solicita consejo de idóneos a @UBAeconomicas como juez solicitándolo bajo otrora LEY de Propiedad Intelectual ARG Puntos de pericia TENDENCIOSOS ¿Revalorización de q? Busca acaso diseño fraudulento @Contadoresenred? | 1 |
| 1640621420022464514 | The sudden collapse of #SiliconValleyBank was driven in part by assets that lost value when interest rates rose from near zero. Higher rates will continue to weigh on banks’ balance sheets, chart @WSJecon https://t.co/FE9uXnJXh5 https://t.co/qbAJ3XJQRJ | 1 |
| 1640639984225906688 | Nearly 200 #banks would be at risk of failure if half of uninsured #depositors pulled their money from the banking system, acc. to a paper published by economists from the Uni of Southern California, Northwestern, Columbia and Stanford, chart @WSJecon https://t.co/FE9uXnJXh5 https://t.co/A5FUrPYZuW | 1 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1640621762521038848 | #Banks lost money on #securities sensitive to interest rates such as USTs and #MBS mortgage-backed securities. Those losses will grow if rates keep going higher, chart @WSJecon https://t.co/FE9uXnJXh5 https://t.co/PxwvbLFzWC | 16 |
| 1640746835928023043 | A Tale of Two Housing Markets by @WSJecon "The United States is a country of two housing markets. In one, home prices are falling from a year ago. In the other, they’re still posting annual gains. That division runs right down the center of the U.S. In https://t.co/LjHrH1aXr4… https://t.co/BQyuy6psKS https://t.co/rna6gOp1s5 | 13 |
| 1640639984225906688 | Nearly 200 #banks would be at risk of failure if half of uninsured #depositors pulled their money from the banking system, acc. to a paper published by economists from the Uni of Southern California, Northwestern, Columbia and Stanford, chart @WSJecon https://t.co/FE9uXnJXh5 https://t.co/A5FUrPYZuW | 8 |
| 1639530276035461122 | The fewer investors are willing to pay for #AT1 #bonds and bank bonds in general, the higher the borrowing costs banks have to pay, squeezing their ability to turn a profit, chart @WSJEcon https://t.co/BsVDWDvb3y https://t.co/HA98jgpCNw | 7 |
| 1639528639262760960 | The concern over #DeutscheBank emerged days after #CreditSuisse was forced into a takeover by its larger rival #UBS . Since the collapse of #SiliconValleyBank , investors have scoured the globe for institutions perceived as vulnerable, chart @WSJEcon https://t.co/BsVDWDvb3y https://t.co/uoTkGSUFQP | 6 |
| 1638801968515764224 | #Fed approved another 0.25% interest-rate increase but signaled that banking-system turmoil might end its rate-rise campaign sooner than seemed likely 2-weeks ago, chart @WSJecon https://t.co/FVuAWTXfv0 https://t.co/4RfFWiV1Qa | 6 |
| 1640641735519772672 | Under accounting rules, #banks don’t have to recognize #losses on most of their holdings unless they sell them. Unrealized losses on banks’ #MBS were $368bn at the end of 2022, acc. to #FDIC data, chart @WSJecon https://t.co/FE9uXnJXh5 https://t.co/YEzcenIsTy | 5 |
| 1641705320618631169 | The collapse of a pair of lenders in rapid succession is testing Americans’ #faith in the regional and community #banks that #supply credit to a big chunk of the nation’s entrepreneurs and businesses, chart @WSJecon https://t.co/Pg1oK2JXHC https://t.co/zJkawIxGu7 | 3 |
| 1638905566721368066 | JODÁNSE por BOUlouDOUS adoctrinados con mentiras y engaños fascistas PERONISTAS por décadas @okDiegoRCaceres @uma_ariche geniecitos retrógrados y MISÓGINOS ¿Q hablan? @WIPO #GERONTICIDIO OFICIAL en ARGENTINA🇦🇷💩 @CorteIDH @StateDept @UNHumanRights @hrw @antonioguterres @WSJecon https://t.co/Hym5DSM5Xi | 3 |
| 1639689714281136128 | @DoctorKruz @aclarrabure @jaleyesru @alfonsopratgay @patricianone @eugetale @UEenARG @UNHumanRights Una manera de diseñar marcha atrás sería involucrar a @UBAeconomicas Ya han sido evaluados @KGeorgieva @WSJecon @dsantoro59 @gustavolema2 @FiscalesGobAr @WIPO FASCISTAS criminales https://t.co/XH9HMagYTB | 3 |
Top 3 Languages Used In Tweets
Top 10 Hashtags used
| Hashtag | Count |
|---|---|
| #banks | 11 |
| #fed | 6 |
| #geronticidio | 5 |
| #mbs | 3 |
| #inflation | 2 |
| #loans | 2 |
| #depositors | 2 |
| #securities | 2 |
| #siliconvalleybank | 2 |
| #crypto | 2 |
Top 10 Hashtags Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @wsjecon | 191 |
| @jaleyesru | 15 |
| @fiscalesgobar | 13 |
| @statedept | 10 |
| @unhumanrights | 10 |
| @wsj | 9 |
| @oea_ddot | 9 |
| @susanamnk | 8 |
| @wipo | 8 |
| @theeconomist | 7 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
5
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 💩 | 4 | pile_of_poo |
| ❓ | 2 | red_question_mark |
| 🇦🇷 | 2 | Argentina |
| ❗ | 1 | red_exclamation_mark |
| ▶️ | 1 | play_button |
| 👍🏻 | 1 | thumbs_up_light_skin_tone |
Emojis groups
| Emoji Group | Count |
|---|---|
| Symbols | 4 |
| Smileys & Emotion | 4 |
| Flags | 2 |
| People & Body | 1 |