Muhammad Haris Bilal

Academic

Career

Verbatim text

Hate Speech Inspector 

Hate Speech Inspector is an analytical web app that takes tweets from Twitter on runtime and 
detects whether the tweet includes Racism, Sexism, Islamophobia, General Hate, and No Hate 
Speech. 
After 
all 
of 
this, 
it 
visually 
represents 
the 
tweets.  
Features include: 
- Watch all the labeled tweets in the form of 3 different charts. You can select your own choice, The 
charts are Bar Chart, Pie Chart, Radar Chart  
- Search tweets by Keyword, you can search tweets by entering any keyword on the search bar and 
check how many tweets contain any type of hate we mentioned before. 
- Search tweets by Username, you can search tweets on the basis of username as well. Just set the “Search by Username” on the dropdown and write Twitter username on the same search bar. 
You will get how many tweets are labeled in categories. 
- View all tweets, the tweets can be checked by going to another page. 
 
 
 
 
 
 
 
 
 
Technology Used: 
Adobe XD, Python, React, PyTorch, Flask 
Supervisor Name: 
Dr. Mehreen Alam 
Group Members:   
Muhammad Haris Bilal (I17 - 0264)