Detecting Textual Immoral Activities On Twitter
The Social media has become a strategic device for users. Some people use it to share hate speeches, threatening content, abusive content and do extreme criticism, which promote violence and extremism. It ultimately results in increasing immoral activities in country. These are all included in cyber
2025-06-28 16:32:01 - Adil Khan
Detecting Textual Immoral Activities On Twitter
Project Area of Specialization Computer ScienceProject SummaryThe Social media has become a strategic device for users. Some people use it to share hate speeches, threatening content, abusive content and do extreme criticism, which promote violence and extremism. It ultimately results in increasing immoral activities in country. These are all included in cyber-crime. It is not underestimated that in the near future the use of the social media could be used to commit cyber-crimes causing a massive impact on society through directly targeting life-threatening or critical infrastructure.
Project ObjectivesThe objective of our project is to stop increasing violence and extremism in the country which is caused by hate speeches, threatening content, abusive language and extreme criticism. It will help PTA to find these kind of tweets and those who involved in these kind of tweets so they can take actions according to their laws.
Project Implementation MethodArchitecture Diagram:

There is a great business opportunity available for detecting textual immoral activities on twitter because the use of internet has increased in this era and people use social sites to share their views but some people use it in negative way that affects the human’s sentiments. It is not possible for PTA to read all those negative tweets with human efforts. So this is very difficult for them to find the person behind those hateful, threatening, abusive and extreme criticizing tweets and they can’t take action according to their laws so our product will help them dealing with these kind of cases and that is why our product is the need of the day.
Technical Details of Final DeliverableFirst of all tweets will be fetched out from dataset.
Preprocessing will be applied.
Sentimental analysis will be applied.
Immoral details will be fetched out.
Report will be fetched out on the basis of details.
Final Deliverable of the Project Software SystemCore Industry ITOther Industries Legal , Security Core Technology Artificial Intelligence(AI)Other Technologies Big DataSustainable Development Goals Reduced Inequality, Peace and Justice Strong InstitutionsRequired Resources| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 30000 | |||
| SSD | Equipment | 3 | 10000 | 30000 |