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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

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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.

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30,738 comments · Page 799 of 1230
I want to date a indian woman 😉
I want to date a indian woman 😉
Identity Attack0.073429056
Insult0.02122384
Profanity0.06044999
Threat0.016292779
Severe Toxicity0.005340576
Low Tox 0.10739898 Moderate Con 0.44
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Too many were let in from one country; 195 countries in the world and 50% entry was given to one country. This has truly ruined the cultural mosaic of Canada. They all need to go …
Too many were let in from one country; 195 countries in the world and 50% entry was given to one country. This has truly ruined the cultural mosaic of Canada. They all need to go back when their Visas expire.
Identity Attack0.039972372
Insult0.03489272
Profanity0.010655395
Threat0.0086087575
Severe Toxicity0.0023937225
Low Tox 0.10739898 Constructive 0.513
Jun 18, 2025 172 likes How Canada broke its immigration …
The video also doesn't really do a good job of concluding. Props to the religious orgs who hand out food and have food banks. Good to care for others and look to take care of …
The video also doesn't really do a good job of concluding. Props to the religious orgs who hand out food and have food banks. Good to care for others and look to take care of others who are poor in the area. That's good religious orgs. A community that cares. Obviously more immigrants from the area is a good thing for relations between India - Canada and other SEA countries. Also, Brampton has been able to generate lots of revenue and wealth. Lots of successful business. Good for Canadian culture as well given we are a multicultural country. Personally, I didn't learn much about India going through school but I am sure there are lots of interesting connections between India and Canada. 😄
Identity Attack0.043581683
Insult0.034341812
Profanity0.028776871
Threat0.009540852
Severe Toxicity0.002861023
Low Tox 0.10739898 Constructive 0.843
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Bill C-12 is a serious attach on the Canadian juridical system allowing the minister in charge to interfere with legal process of any refugee at any time , even before the legal process starts the …
Bill C-12 is a serious attach on the Canadian juridical system allowing the minister in charge to interfere with legal process of any refugee at any time , even before the legal process starts the minister in charge can terminate the file and can stop the legal process. Furthermore, there is no recourse, i.e. the decision is final and can not be appealed before court !!!!!!! C-12 is is a very serious attack on the Canadian juridical system and the legal process of refugees. This bill was tailored by a group of hatemongers, Zionist liberals to target Muslims !!!!!
Identity Attack0.021585498
Insult0.04032305
Profanity0.015864678
Threat0.00948907
Severe Toxicity0.002784729
Low Tox 0.10739898 Moderate Con 0.391
Dec 31, 2025 1 likes Deportations From Canada at Their …
Reason isn't even a school
Reason isn't even a school
Identity Attack0.0075845607
Insult0.03136692
Profanity0.023584666
Threat0.0065180166
Severe Toxicity0.0016307831
Low Tox 0.10739898 Low Con 0.21 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
As a Canadian, I don’t call it canada anymore. I call it “New India”
As a Canadian, I don’t call it canada anymore. I call it “New India”
Identity Attack0.09576365
Insult0.028722567
Profanity0.017504321
Threat0.0076766624
Severe Toxicity0.0037193298
Low Tox 0.10739898 Moderate Con 0.41 Identity_Assertion
Jan 27, 2026 274 likes Inside Canada's Indian Invasion...
It takes some wandering cows here and there and there you go.
It takes some wandering cows here and there and there you go.
Identity Attack0.0052166977
Insult0.035774168
Profanity0.022696527
Threat0.008401625
Severe Toxicity0.0026130676
Low Tox 0.10696511 Moderate Con 0.341 Humor_Satire
Oct 22, 2025 Inside Canada's Indian Metropolis (Brampton)
That town is about to become the Indian version of Minneapolis.
That town is about to become the Indian version of Minneapolis.
Identity Attack0.09576365
Insult0.027218282
Profanity0.018802373
Threat0.009023022
Severe Toxicity0.0033187866
Low Tox 0.10696511 Low Con 0.17 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
If you allowed people to criminally BREAK INTO your home, would you expect it to be a cleaner and a better place to live?
If you allowed people to criminally BREAK INTO your home, would you expect it to be a cleaner and a better place to live?
Identity Attack0.0047357255
Insult0.024124376
Profanity0.013712646
Threat0.018882722
Severe Toxicity0.0030517578
Low Tox 0.10696511 Low Con 0.266 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Corruption
Corruption
Identity Attack0.008139528
Insult0.030265106
Profanity0.025360947
Threat0.008090926
Severe Toxicity0.0026130676
Low Tox 0.10696511 Moderate Con 0.452
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s a problem here in Canada. They aren’t heading to the USA basically all of them stay cause it’s just easy. Nobody would have a problem if they made an effort to assimilate and some …
It’s a problem here in Canada. They aren’t heading to the USA basically all of them stay cause it’s just easy. Nobody would have a problem if they made an effort to assimilate and some do but the ones who don’t ruin the image for the rest of them. Other obvious problem is we’ve let in too many people in in general like more people have come than living units have been built making many problems just right there and then and it’s not really the people who immigrates fault it’s the government. I know restricting imagination and making the test to get in harder so they actually have to know something about Canadas history and our culture and realistically we need to apply more pressure on the expectation that immigrants eventually assimilate.
Identity Attack0.055673428
Insult0.03588435
Profanity0.020578653
Threat0.0075083673
Severe Toxicity0.0030326843
Low Tox 0.10696511 Constructive 0.619 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Easy way to do it like poland now days and trump send them back home and cut down the numbers
Easy way to do it like poland now days and trump send them back home and cut down the numbers
Identity Attack0.054763943
Insult0.025413504
Profanity0.0166845
Threat0.015429466
Severe Toxicity0.0035858154
Low Tox 0.10696511 Low Con 0.176 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Metropolis (Brampton)
I feel very sad because, in the end, all immigrants end up paying the price for the bad attitudes of a few. I speak especially from the perspective of Latin American immigrants: we are not …
I feel very sad because, in the end, all immigrants end up paying the price for the bad attitudes of a few. I speak especially from the perspective of Latin American immigrants: we are not the majority in Canada, but we come with the intention of adapting, of including ourselves in the local culture, and of contributing the best we can. Our culture is not so distant — we share religion, family values, and lifestyle — and we arrive with the willingness to integrate, not to impose. Even so, for us the path is extremely difficult: getting permanent residency and, eventually, citizenship is a long, expensive, and complicated process. And we do it, we comply with the rules, we respect, we pay everything. What hurts is seeing that some other groups arrive with a different attitude: instead of integrating, they want to impose their culture, their religion, even their body odors, and if you make a face or express discomfort, they immediately take it as “discrimination.” It is not fair that, for example, my child should stop bringing meat in his lunch just because another child bullies him saying he is “a filthy sinner.” Inclusion should be mutual, an effort on both sides, not a one-sided demand.
Identity Attack0.07425626
Insult0.031917825
Profanity0.015659723
Threat0.007145886
Severe Toxicity0.002155304
Low Tox 0.10696511 Constructive 0.79
Aug 28, 2025 8 likes Why Canadians Are Turning Against …
Thank you don't come again. Lol but my guess is there's no intention on them leaving. There liberal voters
Thank you don't come again. Lol but my guess is there's no intention on them leaving. There liberal voters
Identity Attack0.019475231
Insult0.034562174
Profanity0.02303812
Threat0.007857903
Severe Toxicity0.0022506714
Low Tox 0.10696511 Moderate Con 0.335 Humor_Satire
Jan 17, 2026 1 likes 2.9 million Canadian temporary visas …
This past summer, a group of these people were shooting live rounds off of a bridge in Muskoka... Police did absolutely nothing to them until public outrage grew. They had video evidence complete with clear …
This past summer, a group of these people were shooting live rounds off of a bridge in Muskoka... Police did absolutely nothing to them until public outrage grew. They had video evidence complete with clear faces, vehicles and license plates ....
Identity Attack0.0042732526
Insult0.015568925
Profanity0.014361672
Threat0.12996206
Severe Toxicity0.0040245056
Low Tox 0.10696511 Moderate Con 0.449 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Glad I'm moved away 20 years ago and living it up on Beautiful Manitoulin island.. PS ... DO NOT COME HERE !! 😊
Glad I'm moved away 20 years ago and living it up on Beautiful Manitoulin island.. PS ... DO NOT COME HERE !! 😊
Identity Attack0.028418748
Insult0.026058068
Profanity0.013234417
Threat0.008764107
Severe Toxicity0.0033950806
Low Tox 0.10696511 Constructive 0.584
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Tim Uppal, as a Member of Parliament and Parliamentary Secretary to the Minister of Citizenship, Immigration, and Multiculturalism in 2010, announced a new initiative called the Student Partners Program (SPP) that resulted in a significant …
Tim Uppal, as a Member of Parliament and Parliamentary Secretary to the Minister of Citizenship, Immigration, and Multiculturalism in 2010, announced a new initiative called the Student Partners Program (SPP) that resulted in a significant increase in the approval rate of visas for students from India. This turned out to be scam, students did not come to study and go back, it was a backdoor for PR. In addition, a number of Indian students on student visas have committed crimes such as extortion, drug trafficking and killed people on highways as unqualified truck drivers. Lastly, they majority of them lack of consideration for others may it be economically or socially.
Identity Attack0.05976611
Insult0.053205602
Profanity0.02474608
Threat0.0116639575
Severe Toxicity0.0032615662
Low Tox 0.10696511 Constructive 0.552 Unverified_Claim
Jan 20, 2026 2 likes 2.9 million Canadian temporary visas …
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find …
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find myself cringing at the videos of people violating public norms of decency, and the job market is really bad now for services as companies are employing a lot of migrants for a cheaper price. Immigration control, regulation of companies so they cant go below a %age of Canadian citizen/residents along with effective government stimuli to boost the economy by targetting certain industries will tackle a lot of the problems. As for people discarding garbage anywhere and other unwanted behavior - name and shame. These videos are also going public at least in India as a source of great shame and the more eyes on it, the less people will repeat things of this nature.
Identity Attack0.06340405
Insult0.034451995
Profanity0.019007329
Threat0.007521313
Severe Toxicity0.0027656555
Low Tox 0.10696511 Constructive 0.865
Aug 26, 2025 Why Canadians Are Turning Against …
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. …
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. Many of my friends and family friends have moved to other neighborhoods POST mosques being put up near their homes. And let's not talk about employment and foreign "students". I was lucky to get a job last summer at a family owned small business Ice Cream store right after high school. We even got a review saying we weren't diverse enough despite us being a group of White, East Asian and Black employees lol. And many people say if your not Indian and your getting your drivers test, you go out of Brampton to do the test because you'll likely get discriminated by who is running the test. It's absolutely absurd. It sounds like tin foil hat sh*t, but if you live here like me everything comes full circle. But ofc there are good ones, but they are typically the westernized ones, who have assimilated, they play or watch hockey and have developed a Canadian accent. But the majority haven't assimilated, they are likely first generation, and they do things like stuff 15+ people in one suburban home. And just small things like staring at you in public (idk why their community stares you down), they spit on sidewalks, and they use some crazy a$$ spices when they cook. The smell carries over for blocks and you know your in deep Brampton territory when your driving and that smell of spicy curry hits you and you gotta roll up them windows lol. It's a nasty smell. This mass migration is a huge issue and needs awareness.
Identity Attack0.06476828
Insult0.033460364
Profanity0.03690237
Threat0.008077981
Severe Toxicity0.0038528442
Low Tox 0.10696511 Constructive 0.818 Personal_Narrative
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
What an epic disaster.
What an epic disaster.
Identity Attack0.0021273769
Insult0.03136692
Profanity0.015420608
Threat0.0084793
Severe Toxicity0.0021839142
Low Tox 0.10696511 Low Con 0.274 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
❤simple fix: Refugees must apply for refugee status outside of Canada. Millions of bogus cases, too little is being done.
❤simple fix: Refugees must apply for refugee status outside of Canada. Millions of bogus cases, too little is being done.
Identity Attack0.057037655
Insult0.030926194
Profanity0.014327513
Threat0.0074565844
Severe Toxicity0.0021743774
Low Tox 0.10696511 Moderate Con 0.336 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
CANADA, you messed up.Can't turn it around.
CANADA, you messed up.Can't turn it around.
Identity Attack0.038425524
Insult0.039151907
Profanity0.0138151245
Threat0.007598988
Severe Toxicity0.0021839142
Low Tox 0.10696511 Low Con 0.188 Fear_Threat
Dec 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It is not a conservative reality, It is a Liberal mandate. Smarter up Liberals.😢
It is not a conservative reality, It is a Liberal mandate. Smarter up Liberals.😢
Identity Attack0.030175667
Insult0.04149419
Profanity0.015079016
Threat0.007262398
Severe Toxicity0.0019931793
Low Tox 0.10696511 Low Con 0.181 Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Pay for their flight? Wouldn't a small rubber dinghy and a paddle be cheaper?
Pay for their flight? Wouldn't a small rubber dinghy and a paddle be cheaper?
Identity Attack0.0036627878
Insult0.03566399
Profanity0.022628209
Threat0.009437286
Severe Toxicity0.002784729
Low Tox 0.10696511 Low Con 0.287 Humor_Satire
Dec 27, 2025 Deportations From Canada at Their …
Curry in a hurry
Curry in a hurry
Identity Attack0.006696612
Insult0.022448512
Profanity0.035399333
Threat0.039256934
Severe Toxicity0.0051498413
Low Tox 0.10696511 Moderate Con 0.307 Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...

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.