barzik - Tweet Data Analysis

Summarization

Twitter is removing support for two-factor authentication via SMS unless customers pay a subscription fee. It is an irresponsible and dangerous step. 2FA will still be available through external authentication apps. It is important to enter your security settings in the app and otherwise you may be vulnerable to hacking. Additionally, there are topics of responsibility, links not working properly, costs, East Jerusalem citizens, a role playing movie and xkcd comic references that were brought up in the conversation.

Topic Modeling

1. Two-factor authentication (2FA) – Security benefits and costs of implementing it.
2. Responsibility for managing sensitive topics on Twitter.
3. Misuse of certificates and certificates authority (CA).
4. Online shopping – coupon codes, prices and safety measures.
5. Educational issues including scholarships, seminars, and lectures.

Emotional Analysis

The emotions expressed in these tweets range from anger, frustration, and disappointment to admiration, pride, and optimism. Many of the tweets express anger and frustration with Twitter's decision to no longer support two-factor authentication without an 8 dollar fee. There is also a sense of disappointment with the lack of responsibility and care shown by Twitter in handling sensitive discussions. Additionally, some tweets express admiration for the courage of those standing up to the company and pride in the CA's ability to protect users. Finally, there is optimism that the industry can be changed and that people can find a way to protect themselves without having to pay a fee.

Trend Analysis

1. Two-factor Authentication (2FA)
2. Responsibility and accountability when managing sensitive discussion on Twitter
3. Security settings and measures for prevention from cyber-attacks
4. Environmental concerns related to the tech industry
5. Bonus features for those that pay for services