RachelTobac - Tweet Data Analysis
Tweets Analysis - Keyword: @RachelTobac
Published March 9, 2023
Overview
Tweets covering
9 days
Latest tweet was on
2023-02-22
Earliest tweet was on
2023-02-12
Total number of tweets analysed
662
Average age of authors' accounts
10 years
Summarization
Rachel Tobac is a cyber expert who has discussed the high usage of SMS-based authentication for Twitter two-factor authentication (2FA). She suggests that this causes potential vulnerability, but switching to authenticator apps or security keys is preferable. She has also discussed the potential of social engineering attacks, providing advice on how to protect yourself, and additional advice on how to stay safe. She also recommends authenticator apps and security keys in order to keep accounts safe. Finally, Rachel Tobac has also discussed the importance of ethical hacking, and is offering guidance on the use of app-based authentication.
Topic Modeling
- Authentication Security and 2FA Strategies
- Social engineering Attacks
- Hacking and Protection Strategies
- Awareness and Education
- Ethical Hacking and Spy Movies
Emotional Analysis
The overall sentiment of these tweets is one of admiration, appreciation, and encouragement. They express admiration for Rachel Tobac and her work, appreciation for her expertise and knowledge, and encouragement for users to switch to more secure forms of authentication. There is also a sense of urgency in some of the tweets, urging users to take action to protect their accounts. Additionally, some of the tweets demonstrate a sense of humor and lightheartedness.
Trend Analysis
- Two-factor authentication (2FA) and its implications on non-paying Twitter users
- Social engineering and phishing attacks as ways to gain access to data, money, and systems
- Authenticator apps and security keys as ways to stay safe
- Navigating Twitter's decision to remove SMS as a form of 2 Factor Authentication
- Learning CLI (Command Line Interface), SSH, and research to protect your data
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
110
16% of total
Number of Original tweets
15
2% of total
Number of tweets that were Quotes
64
9% of total
Number of tweets that were Replies
521
78% of total
Number of tweets that contain Hashtags
38
5% of total
Number of tweets that contain Mentions
662
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 209 |
| Twitter Web App | 205 |
| Twitter for Android | 200 |
| Twitter for iPad | 19 |
| Twitter for Mac | 12 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| benedictevans | Benedict Evans | Trying to work out what's going on, and what happens next. Mostly tech. | 375,585 |
| cyb3rops | Florian Roth ⚡ | Head of R&D @nextronsystems #DFIR #YARA #Sigma | Detection Engineer | Creator of @thor_scanner, Aurora, Sigma, LOKI, yarGen, Raccine | 145,591 |
| matthew_d_green | Matthew Green | I teach cryptography at Johns Hopkins. Screeching voice of the minority. (Mastodon at matthew_d_green@ioc.exchange.) | 138,622 |
| RobForbesDJ | Rob AF. | The Drive Show on @jacarandafm Weekdays 4-7pm 🌍 (he/him) | 104,291 |
| paoloigna1 | paolo ignazio marong | libero professionista, analista sereno navigatore nel mondo che cambia per cercare rotte nuove ed insolite. Degusta il tempo sa di non sapere. #i4Emploi | 96,869 |
| RachelTobac | Rachel Tobac | Hacker & CEO @SocialProofSec security awareness/social engineering training, vids, talks, tests | 3X @DEFCON🥈 | Chair @WISPorg | https://t.co/6UgAsIknB4 | 94,917 |
| IanColdwater | Ian Coldwater 📦💥 | Kubernetes SIG Security co-chair, container escape artist, goose in the mainframe. They/them. Stay punk 🏴 | 93,612 |
| Snubs | Shannon Morse | YouTuber / Content Creator 📸 Owner @ Morse Code Creative Also @SailorSnubs 🔗 https://t.co/BrUvrkCDtE | 74,486 |
| Malwarebytes | Malwarebytes | Cyberprotection for every one. Need support? ⬇️ | 73,829 |
| Bitwarden | Bitwarden | Open source password management solutions for individuals, teams, and business organizations. | 68,252 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| paoloigna1 | paolo ignazio marong | libero professionista, analista sereno navigatore nel mondo che cambia per cercare rotte nuove ed insolite. Degusta il tempo sa di non sapere. #i4Emploi | 96,063 |
| fogle_shane | Shane Fogle | Cybersecurity Consulting Leader I @USArmy Veteran I Husband I Dad I Passionate about Threat Management and Risk Mitigation I Bourbon I College Football I F1 | 9,554 |
| valb00 | valb00 🇺🇦 Do what you LOVE. OWN what you do. | Father, F1 Fan, #3Czar Founder @sharetoCLICK @web3_summit. Ownership Economy. Aligned Incentives. Cloud Czar leading web3 disruption | 8,003 |
| RachelTobac | Rachel Tobac | Hacker & CEO @SocialProofSec security awareness/social engineering training, vids, talks, tests | 3X @DEFCON🥈 | Chair @WISPorg | https://t.co/6UgAsIknB4 | 7,832 |
| RobForbesDJ | Rob AF. | The Drive Show on @jacarandafm Weekdays 4-7pm 🌍 (he/him) | 7,418 |
| FIDOAlliance | The FIDO Alliance | The FIDO Alliance is changing the nature of online authentication. | 6,673 |
| clancynewyork | Eileen Clancy | Big hard questions | Scholarly infrastructure | History of science & computing | M.A. student on hiatus | Archivist | Overly helpful | Ex-collaborating @zeynep | 6,516 |
| WALASIA | 💮 💮 💮 | the scale they weigh the whales with | 6,349 |
| superglaze | David Meyer | Words @FortuneMagazine. Words and tunes @TheBoardIsABand. Control Shift author: https://t.co/fKbn5Q4TKe. European African in Europe. https://t.co/6gNthDFOjG | 5,910 |
| Grupo_DDP | Grupo DDP | DDP - Fazendo a diferença na vida das pessoas. Siga nossos parceiros: @igornomundo e @novo_direito | 5,324 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| AJNIntel | VP of Intelligence @zerofox | Servant Leader | Keynote Speaker | Short-Form Author | USAF Vet | MN Boy | @gonzagaU Alumn | Opinions Only Represent Myself | 19 |
| tesseract_1982 | Here for the chuckles. ❤ kitties, birbs, cephalopods, arthropoda. Big fan of everybody who left a cult. Atheist, satanist, pacifist, Euro-patriot. 🇦🇹 🤝 🇺🇦 | 9 |
| brodnig | Journalistin & Autorin | Fokus: Hass im Netz, Desinformation, digitale Gesellschaft | Bücher: https://t.co/aQXb1k1Qgv | Und: https://t.co/arHr59lMF3 | 9 |
| Chris_Yeung98 | Interested in video games, music, badminton, and other stuff. Official account. | 9 |
| moui | Thai internet savvy. exDMOZ now Curlie. @moui @mastodon.in.th | 8 |
| DataWolf4005 | #INTP #AutismSpectrumDisorder #HiFA #HighFunctioningAutistic #ASD #СлаваУкраїні Слава Україні Glory to Ukraine #bydhttmwfi | 7 |
| supersat | KY0LO. Recovering hackademic. He/Him. Backup in case this place goes to shit: @supersat@infosec.exchange and @supersat@defcon.social | 6 |
| i_am_fabs | AT - Bube für alles (Digitale) - WebDev & UX - Hire me - Sport - https://t.co/YrFbsWifib - Chief of #hitzesudern - @i_am_fabs@mastodon.social - he/him | 6 |
| GoodMangoes2war | He/Him / novel corona virus / #vote or die trying / #XONR8 / #ttprpg “It takes a lot longer to correct an injustice than to create one.” Maria Shepherd - … | 5 |
| matthew_d_green | I teach cryptography at Johns Hopkins. Screeching voice of the minority. (Mastodon at matthew_d_green@ioc.exchange.) | 5 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1627329605534203907 | 👋So! There’s been some 🔥lively🔥 convo (including this great thread from my friend @RachelTobac) on @Twitter's decision to remove SMS as a form of 2 Factor Authentication (2FA aka MFA) … | 63 |
| 1626956327317565440 | Per @RachelTobac: 75% of Twitter 2FA users are using SMS-based authentication. In theory those users could switch to authenticator apps (or pay 😂) but they probably won’t. | 52 |
| 1627649746260185088 | If you have to read one thing today about #Twitter & SMS-based 2FA, another decision that we can add to the list of how Twitter isn't protecting its users - … | 29 |
| 1625420661760958465 | Fascinating social engineering attack against LLM ChatBots. @RachelTobac maybe we need social engineering sensitivity training for bots https://t.co/6U9jZwNHUv | 16 |
| 1627329619526385665 | So, what to do to STAY SAFE? Well, helpfully, authenticator apps & security keys can still be used for free--& should remain that way‼️--so get an authenticator app or a … | 14 |
| 1626791966921949190 | PSA in case you’re using SMS 2FA on this site (also a spotting of @RachelTobac in the wild (in the article)) https://t.co/AV5xJPr7kD | 11 |
| 1625675969066401797 | 📢📢@blackgirlshack @RaicesCyberOrg @barriers_in @InfoSecSherpa @ebelardo73 @_sn0ww @misstennisha @RachelTobac @marianmerritt @IntertribalEd @defcon @sec_defcon @tp4ndavillage @BlackInCyberCo1 @WiCySorg Please share! Summer #socialengineering event application now open!!! 🔽🔽🔽 https://t.co/MolT497ZN6 | 10 |
| 1626879740849053696 | The stats from cyber expert @RachelTobac: Of those who use MFA, SMS is the key method. No matter what reasons Elon Musk uses to justify charging for Twitter Blue to … | 7 |
| 1625331184413573120 | @RachelTobac overthewire and underthewire are fantastic for teaching CLI, SSH, and encouraging research https://t.co/FB6xTISUf7 https://t.co/hhwNl4Ls4U | 6 |
| 1627730358392303617 | It only takes 1 email, a 30 second call, or 1 social media DM for her to hack VIPs and gain access to your money, data, and systems. Hear @RachelTobac’s … | 6 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1626956327317565440 | Per @RachelTobac: 75% of Twitter 2FA users are using SMS-based authentication. In theory those users could switch to authenticator apps (or pay 😂) but they probably won’t. | 178 |
| 1627329605534203907 | 👋So! There’s been some 🔥lively🔥 convo (including this great thread from my friend @RachelTobac) on @Twitter's decision to remove SMS as a form of 2 Factor Authentication (2FA aka MFA) … | 141 |
| 1625420661760958465 | Fascinating social engineering attack against LLM ChatBots. @RachelTobac maybe we need social engineering sensitivity training for bots https://t.co/6U9jZwNHUv | 72 |
| 1627730358392303617 | It only takes 1 email, a 30 second call, or 1 social media DM for her to hack VIPs and gain access to your money, data, and systems. Hear @RachelTobac’s … | 49 |
| 1627329619526385665 | So, what to do to STAY SAFE? Well, helpfully, authenticator apps & security keys can still be used for free--& should remain that way‼️--so get an authenticator app or a … | 42 |
| 1627649746260185088 | If you have to read one thing today about #Twitter & SMS-based 2FA, another decision that we can add to the list of how Twitter isn't protecting its users - … | 31 |
| 1625557235723079685 | Company execs and VIPs are major targets for social engineering phishing attacks. This upcoming webcast with @RachelTobac gives the scoop on how to defend yourself and your companies: https://t.co/6rBzNgr6x1 #cyberattack … | 28 |
| 1625331184413573120 | @RachelTobac overthewire and underthewire are fantastic for teaching CLI, SSH, and encouraging research https://t.co/FB6xTISUf7 https://t.co/hhwNl4Ls4U | 28 |
| 1627543225803370503 | @RachelTobac @d_feldman And for unordered sets like words, there is no median or mean! | 27 |
| 1626775715327758338 | @RachelTobac Google Authenticator is free. How do we educate enough users on such a short timeline to use it, though? | 26 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #mfa | 9 |
| #careernotes | 4 |
| #ethicalhacker | 4 |
| #cyberattack | 4 |
| #cybersecurity | 3 |
| #2fa | 3 |
| #socialengineering | 3 |
| #security | 2 |
| #china | 2 |
| #ukraine | 2 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @racheltobac | 666 |
| @ajnintel | 38 |
| @mrisher | 29 |
| @brodnig | 20 |
| @i_am_fabs | 20 |
| @matthew_d_green | 20 |
| 15 | |
| 15 | |
| @cisajen | 14 |
| @hackinglz | 9 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
16
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 🤣 | 6 | rolling_on_the_floor_laughing |
| 🔥 | 6 | fire |
| 🧵 | 6 | thread |
| 🔽 | 6 | downwards_button |
| 👋 | 5 | waving_hand |
| 👏 | 5 | clapping_hands |
| 😂 | 5 | face_with_tears_of_joy |
| 📢 | 4 | loudspeaker |
| 😆 | 3 | grinning_squinting_face |
| 🤯 | 2 | exploding_head |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 43 |
| People & Body | 25 |
| Objects | 14 |
| Symbols | 11 |
| Activities | 10 |
| Travel & Places | 6 |
| Flags | 3 |
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