Skip to content
Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

click to expand

All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "The country they are being …" 3,912 comments · Page 90 of 157
What's the problem? You need stronger immigration laws to stop Americans entering the country!🤷‍♂️ 😂😂😂
What's the problem? You need stronger immigration laws to stop Americans entering the country!🤷‍♂️ 😂😂😂
Identity Attack0.2808415
Insult0.056133457
Profanity0.019485557
Threat0.010214032
Severe Toxicity0.007247925
Low Tox 0.25462922 Low Con 0.191 Humor_Satire
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in …
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in just few years , unbelievable !! why no inquiry about replacing all other hard working Canadians and legal immigrants by new arrivals from only one country ,India and who are those workers , most of them are students , many came with fake documents and many many of them have absolutely no intention to finish their education in Canada but to use these loopholes to get into Canada and never leave , India is one of the most corrupt countries in the world ( look at the origin of most of the scam calls ! ), you can get a PHD degree there with money, ( the most scary part is hiring nurses or doctors with maybe fake degrees ) now corruption and loopholes in our immigration system allowed this influx of cheaters while hundred of thousands of Canadians cant find jobs and honest people from everywhere who try to immigrate through the front door face all the difficulties, this is not racism, it is the truth ...
Identity Attack0.26833034
Insult0.11978693
Profanity0.025360947
Threat0.00866054
Severe Toxicity0.0077438354
Low Tox 0.25462922 Constructive 0.566
Oct 1, 2025 IRCC Names India in Study …
It’s crazy to me that it’s even being allowed to welcome even more immigrants. Our healthcare, housing etc is stretched so thin it’s dangerous. Try getting a Dr if yours retires! They need to send …
It’s crazy to me that it’s even being allowed to welcome even more immigrants. Our healthcare, housing etc is stretched so thin it’s dangerous. Try getting a Dr if yours retires! They need to send more back to perhaps other countries that will accept them. That alone will save Canada money.
Identity Attack0.18002926
Insult0.15485314
Profanity0.027683776
Threat0.008414571
Severe Toxicity0.006980896
Low Tox 0.25462922 Constructive 0.604 Economic_Argument
Dec 28, 2025 Deportations From Canada at Their …
Well, you bring in third world country people then you become a third world country.
Well, you bring in third world country people then you become a third world country.
Identity Attack0.2463217
Insult0.07555214
Profanity0.025770858
Threat0.008466354
Severe Toxicity0.0077438354
Low Tox 0.25462922 Low Con 0.081 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
2:04 That's a canadian!!! That indian man understands what it means to enter a hosting country.
2:04 That's a canadian!!! That indian man understands what it means to enter a hosting country.
Identity Attack0.27991617
Insult0.06889887
Profanity0.029460056
Threat0.007598988
Severe Toxicity0.008354187
Low Tox 0.25462922 Moderate Con 0.471 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I live in elkgrove ca we have a immigrant mayor from India and our Asian population has surpassed the white population by about 1 or 2 % . I don’t like what’s happening I’m scared …
I live in elkgrove ca we have a immigrant mayor from India and our Asian population has surpassed the white population by about 1 or 2 % . I don’t like what’s happening I’m scared to grow old in this country that’s why I train hard and stay strong.
Identity Attack0.2823795
Insult0.06477321
Profanity0.046922635
Threat0.010705971
Severe Toxicity0.008659363
Low Tox 0.25462922 Constructive 0.689 Fear_Threat
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
Hold these institutions accountable for ruining our country
Hold these institutions accountable for ruining our country
Identity Attack0.038167715
Insult0.10148193
Profanity0.041661996
Threat0.042662576
Severe Toxicity0.005836487
Low Tox 0.25462922 Low Con 0.257
Oct 3, 2025 IRCC Names India in Study …
The liberal government has ruined our country. We need them to go and finally have a mentally well conservative government that's actually for the people.
The liberal government has ruined our country. We need them to go and finally have a mentally well conservative government that's actually for the people.
Identity Attack0.10221587
Insult0.16124763
Profanity0.027000591
Threat0.011612174
Severe Toxicity0.004348755
Low Tox 0.25462922 Moderate Con 0.344 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Main culprit here are the Agents/lawyers who tried to convince an applicant that by using loop hole in the system, they can get every crook in Canada, this is what the problem is, there should …
Main culprit here are the Agents/lawyers who tried to convince an applicant that by using loop hole in the system, they can get every crook in Canada, this is what the problem is, there should be a permanent banned and jail time for any person who is legally misleading or helping to circumvent the system which resulting in flood of illegals in the country.
Identity Attack0.10221587
Insult0.24630153
Profanity0.028776871
Threat0.0113014765
Severe Toxicity0.0049972534
Low Tox 0.25462922 Moderate Con 0.433 Policy_Critique
Nov 20, 2025 274 likes Quebec Ends Economic Immigration Program …
The guy who is saying he is a muslim and will take over this country he is not muslim he is hindu and Muslims will never ever say that. Muslims were in this country for …
The guy who is saying he is a muslim and will take over this country he is not muslim he is hindu and Muslims will never ever say that. Muslims were in this country for 100years but never ever did anyone complain about them
Identity Attack0.31015682
Insult0.083112895
Profanity0.05268429
Threat0.01101667
Severe Toxicity0.012207031
Low Tox 0.25462922 Moderate Con 0.405
Aug 24, 2025 Why Canadians Are Turning Against …
hate what theyve done to our cities its not just brampton missisauaga and everywhere in ontario is bad unless you go far in the country
hate what theyve done to our cities its not just brampton missisauaga and everywhere in ontario is bad unless you go far in the country
Identity Attack0.105256535
Insult0.09270445
Profanity0.028503597
Threat0.010395273
Severe Toxicity0.0060653687
Low Tox 0.25462922 Moderate Con 0.484 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It is sad that after immigrated to Canada 25 years ago, now I'm planning to go back to my original country since I don't recognize country anymore, I didn't immigrate to an Islamist/Indian country.. If …
It is sad that after immigrated to Canada 25 years ago, now I'm planning to go back to my original country since I don't recognize country anymore, I didn't immigrate to an Islamist/Indian country.. If I wanted that I'd go to their country..
Identity Attack0.36273825
Insult0.06285016
Profanity0.01764096
Threat0.006492125
Severe Toxicity0.0063705444
Low Tox 0.25462922 Constructive 0.582 Personal_Narrative
Aug 26, 2025 3 likes Why Canadians Are Turning Against …
Thanks our Government. We become third world country….. communist. 😂
Thanks our Government. We become third world country….. communist. 😂
Identity Attack0.14233272
Insult0.10148193
Profanity0.025634222
Threat0.008077981
Severe Toxicity0.00667572
Low Tox 0.25462922 Low Con 0.168
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
They literally ruin every country they touch it's actually incredible to see.
They literally ruin every country they touch it's actually incredible to see.
Identity Attack0.04203484
Insult0.07238392
Profanity0.079025
Threat0.044278983
Severe Toxicity0.007286072
Low Tox 0.25462922 Low Con 0.219
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
If I was the government of India I would be embarrassed.. I'm on my best behavior in another country.. it's all about respect
If I was the government of India I would be embarrassed.. I'm on my best behavior in another country.. it's all about respect
Identity Attack0.21470967
Insult0.08484049
Profanity0.10240069
Threat0.016465442
Severe Toxicity0.011291504
Low Tox 0.25462922 Constructive 0.55 Moral_Argument
Oct 4, 2025 IRCC Names India in Study …
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians for no reason right now
Identity Attack0.23011416
Insult0.07555214
Profanity0.017162729
Threat0.011767523
Severe Toxicity0.006942749
Low Tox 0.25462922 Low Con 0.233 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The agruments are weak. The first settlers who left europe to settle in US was for economical and religious reasons. People should give up their food, personal values, language when they settle in north america? …
The agruments are weak. The first settlers who left europe to settle in US was for economical and religious reasons. People should give up their food, personal values, language when they settle in north america? Well I guess you cannot eat any Jamaican food again. In new york people still are proud of their italian and irish heritage. The problem with Canada is you flooding your country way too fast with immigrants.
Identity Attack0.28034934
Insult0.08582769
Profanity0.015147334
Threat0.007521313
Severe Toxicity0.005264282
Low Tox 0.25462922 Constructive 0.629
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
I am Indian origin, many of those who have lost legal status in Canada are potential criminals. They want to make quick buck before leaving country. Also, Canada should introduce country cap.
I am Indian origin, many of those who have lost legal status in Canada are potential criminals. They want to make quick buck before leaving country. Also, Canada should introduce country cap.
Identity Attack0.17847598
Insult0.1640896
Profanity0.021125201
Threat0.009903334
Severe Toxicity0.005607605
Low Tox 0.25462922 Constructive 0.606 Personal_Narrative
Feb 18, 2026 41 likes Canadian immigration officers investigating hundreds …
This country is Broken
This country is Broken
Identity Attack0.10221587
Insult0.08410009
Profanity0.08290444
Threat0.011146127
Severe Toxicity0.007896423
Low Tox 0.25462922 Moderate Con 0.344 Fear_Threat
Jan 22, 2026 Why Canada’s immigration system has …
Canada PM has deal with India Modi to use and abuse students as needed. Many other countries would get rejected while Indian would get access to Canada while colleges and universities exploit them as needed.
Canada PM has deal with India Modi to use and abuse students as needed. Many other countries would get rejected while Indian would get access to Canada while colleges and universities exploit them as needed.
Identity Attack0.27662867
Insult0.08582769
Profanity0.019075647
Threat0.03649433
Severe Toxicity0.008163452
Low Tox 0.25462922 Moderate Con 0.33
Sep 29, 2025 IRCC Names India in Study …
You talk about the French Language??? Ottawa is a ENGLISH province. The French language was implemented by Trudeaus dad when it was English only and Quebec wanted to separate. The French people take up our …
You talk about the French Language??? Ottawa is a ENGLISH province. The French language was implemented by Trudeaus dad when it was English only and Quebec wanted to separate. The French people take up our government jobs in Ottawa and leave the lower paying jobs to other non speaking French. Go to Quebec they have NO ENGLISH SIGNS, but come to Ottawa making sure they are entitled!. Im sick of the language barrier its discrimination and take the free riders from other countries with you.
Identity Attack0.15945168
Insult0.16766082
Profanity0.016479544
Threat0.0065050707
Severe Toxicity0.005760193
Low Tox 0.25462922 Constructive 0.516 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at …
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at 2:50 was purhaps the most honest 'white' guy you will meet. The fact is Indians didn't take over, the upper class just decided to move north to Bolton or more west to the Halton area. Over time enough Indians replaced them to basically take over important roles like police officers and political positions. Eventually just like East Asians have Markham and parts of Scarborough, the south Asians had a high enough population for Brampton to be considered their home turf. Eventually though it was the student visas that drove Canadians crazy. Millions of students in record time and I believe there was an additional 4 million who came on temporary work visas during covid, eventually Canadians got annoyed. Personally I don't see any problem with it as long as we keep building apartments and homes for the new immigrants to rent and live it doesn't bother me. I would like to see three times more immigration especially from Europe as this country is super underpopulated and we need people to open factories and build companies that will strengthen Canada as a whole and employ our own not just send money back to their countries. So its not an invasion we just need come to a place of understanding and learn to work together. I will finish with the one negative; there truly is a massive lack of assimilation and this may prove to be more of a problem than we realize but I won't go into it. Stay strong my Punjabi friends 👳🏿
Identity Attack0.293411
Insult0.123407245
Profanity0.06596114
Threat0.012285355
Severe Toxicity0.009613037
Low Tox 0.25462922 Constructive 0.875 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Look what's happening in Saudi Arabia and USA, they're strict on illegal immigrants and deport most of them back to their country
Look what's happening in Saudi Arabia and USA, they're strict on illegal immigrants and deport most of them back to their country
Identity Attack0.2816105
Insult0.06921569
Profanity0.027820412
Threat0.0138755
Severe Toxicity0.0077056885
Low Tox 0.25462922 Moderate Con 0.396
Dec 29, 2025 1 likes Deportations From Canada at Their …
50,000 WOW SEND THEM BACK GIVE THEM NOTHING BUT A TICKET ONE WAY BACK TO THERE COUNTRY AND IT WILL SEND A MESSAGE TO THE OTHERS TRYING TO COME HERE
50,000 WOW SEND THEM BACK GIVE THEM NOTHING BUT A TICKET ONE WAY BACK TO THERE COUNTRY AND IT WILL SEND A MESSAGE TO THE OTHERS TRYING TO COME HERE
Identity Attack0.14661247
Insult0.06529768
Profanity0.021125201
Threat0.03235042
Severe Toxicity0.01083374
Low Tox 0.25462922 Low Con 0.287
Jan 1, 2019 How much do refugees and …
Liberals are tanking the country on purpose!!
Liberals are tanking the country on purpose!!
Identity Attack0.10221587
Insult0.15236975
Profanity0.028913507
Threat0.0100069
Severe Toxicity0.005302429
Low Tox 0.25462922 Low Con 0.16 Fear_Threat
Feb 27, 2026 24 likes BATRA’S BURNING QUESTIONS: Canada’s absent …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.