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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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Active: "As a Canadian and an …" 3,707 comments · Page 78 of 149
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning …
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning about Canadian culture. May they all find JESUS and return to their home country to work hard and make it a better place for their children.
Identity Attack0.2127345
Insult0.07808672
Profanity0.01535229
Threat0.007068211
Severe Toxicity0.0063705444
Low Tox 0.22043827 Moderate Con 0.38 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
My guess is most Indians want to come to Canada. Most Canadians would never want to go to India. That should tell you something. have Trudeau and Carney go live in Brampton..
My guess is most Indians want to come to Canada. Most Canadians would never want to go to India. That should tell you something. have Trudeau and Carney go live in Brampton..
Identity Attack0.2764353
Insult0.05262003
Profanity0.01442999
Threat0.008246276
Severe Toxicity0.005378723
Low Tox 0.22043827 Moderate Con 0.38 Comparative_Framing
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I feel so bad for the Canadian living in that city.. it's like they're colonizing the city... that's scary!
I feel so bad for the Canadian living in that city.. it's like they're colonizing the city... that's scary!
Identity Attack0.22063516
Insult0.06687108
Profanity0.014771583
Threat0.009204263
Severe Toxicity0.005264282
Low Tox 0.22043827 Constructive 0.535 Fear_Threat
Oct 26, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
IN INDIA WE HAVE 200 YAERS OLD CHURCH AND CANADIAN HAVE PROBLEM WHITH OTHER RELIGION STATUE 🙄 ON THE LAND WHICH NOT BELONG TO THEM
IN INDIA WE HAVE 200 YAERS OLD CHURCH AND CANADIAN HAVE PROBLEM WHITH OTHER RELIGION STATUE 🙄 ON THE LAND WHICH NOT BELONG TO THEM
Identity Attack0.2463217
Insult0.06267534
Profanity0.019622196
Threat0.0069387536
Severe Toxicity0.0063323975
Low Tox 0.2191003 Low Con 0.284 Comparative_Framing
Feb 12, 2026 Inside Canada's Indian Invasion...
Canadians are going to leave and set up in another country, prosper, then their grandchildren can come back and invest in Canada, which will be a third world resource rich country with cheap labor😂
Canadians are going to leave and set up in another country, prosper, then their grandchildren can come back and invest in Canada, which will be a third world resource rich country with cheap labor😂
Identity Attack0.18903255
Insult0.0808917
Profanity0.016103793
Threat0.0064727063
Severe Toxicity0.0047302246
Low Tox 0.2191003 Low Con 0.158 Humor_Satire
Aug 26, 2025 Why Canadians Are Turning Against …
Canadians can't afford the Canadian dream.never mind adding immigration
Canadians can't afford the Canadian dream.never mind adding immigration
Identity Attack0.25478655
Insult0.059061307
Profanity0.014361672
Threat0.007081157
Severe Toxicity0.005340576
Low Tox 0.2191003 Low Con 0.158 Economic_Argument
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Do more videos please as a white Canadian I approve this message
Do more videos please as a white Canadian I approve this message
Identity Attack0.23467018
Insult0.03885912
Profanity0.051932767
Threat0.011922873
Severe Toxicity0.00793457
Low Tox 0.21776234 Moderate Con 0.495 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
AMEN!!!!!!! We don’t want everyone to be a perfect Canadian citizen we just don’t want people to change our country…. Look at the sexcrimes and who are committing them… Statistics don’t lie
AMEN!!!!!!! We don’t want everyone to be a perfect Canadian citizen we just don’t want people to change our country…. Look at the sexcrimes and who are committing them… Statistics don’t lie
Identity Attack0.10221587
Insult0.06757036
Profanity0.018665737
Threat0.008453408
Severe Toxicity0.0049209595
Low Tox 0.21776234 Moderate Con 0.44 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Blame it on Liberals Carney and Justin Trudeau they are not for the citizens of Canadian ❤❤❤❤❤❤
Blame it on Liberals Carney and Justin Trudeau they are not for the citizens of Canadian ❤❤❤❤❤❤
Identity Attack0.1294935
Insult0.08582769
Profanity0.014942379
Threat0.009566744
Severe Toxicity0.0050354004
Low Tox 0.21776234 Moderate Con 0.31
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
I’d gladly pay for more resources toward removing these people than for housing and feeding them. And most importantly. Our healthcare system should be prioritized for Canadians first, not for refugees and asylum seekers trying …
I’d gladly pay for more resources toward removing these people than for housing and feeding them. And most importantly. Our healthcare system should be prioritized for Canadians first, not for refugees and asylum seekers trying to milk our system for their needs.
Identity Attack0.18546575
Insult0.06953252
Profanity0.015591404
Threat0.04363242
Severe Toxicity0.009307861
Low Tox 0.21776234 Constructive 0.509 Policy_Critique
Dec 24, 2025 Deportations From Canada at Their …
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without …
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without consultation with anyone. The Liberals take no ideas or instruction from the people who are paying and employing them. They did not elect a Dictator which we have.
Identity Attack0.06929302
Insult0.15556364
Profanity0.013234417
Threat0.010835429
Severe Toxicity0.0038146973
Low Tox 0.21642438 Low Con 0.277 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
and then canadians start glazing 'their' country too
and then canadians start glazing 'their' country too
Identity Attack0.22859548
Insult0.06921569
Profanity0.020578653
Threat0.01187109
Severe Toxicity0.006713867
Low Tox 0.21642438 Low Con 0.2 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
They are making $80,000/year kicking back watching tv or whatever, enjoying “The great Canadian 3 year vacation “ paid for by the hosting “country” While I’m fighting HOMELESSNESS for being overqualified in a market that …
They are making $80,000/year kicking back watching tv or whatever, enjoying “The great Canadian 3 year vacation “ paid for by the hosting “country” While I’m fighting HOMELESSNESS for being overqualified in a market that only what’s $5 workers through a SHAM LMiA system that has no eyes, or teeth
Identity Attack0.027815815
Insult0.12702756
Profanity0.022628209
Threat0.012906751
Severe Toxicity0.0050735474
Low Tox 0.21508642 Moderate Con 0.319 Economic_Argument
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Your not Canadian
Your not Canadian
Identity Attack0.15517195
Insult0.07523532
Profanity0.026863953
Threat0.0066345283
Severe Toxicity0.005378723
Low Tox 0.21508642 Moderate Con 0.368 Identity_Assertion
Nov 14, 2025 Inside Canada's Indian Metropolis (Brampton)
This makes me question all of his videos. Its a lovely place to raise a family. Things got worse in covid with mass immigration. But this is selective journalism. Canada needs immigration, it's its refugee …
This makes me question all of his videos. Its a lovely place to raise a family. Things got worse in covid with mass immigration. But this is selective journalism. Canada needs immigration, it's its refugee and asylum seekers who are a liability. Also as a sikh Indo Canadian. I couldnt care less about Khalistan.
Identity Attack0.23163283
Insult0.06984934
Profanity0.020032106
Threat0.007197669
Severe Toxicity0.0050735474
Low Tox 0.21374844 Constructive 0.782 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Your not Canadian
Your not Canadian
Identity Attack0.15517195
Insult0.07491849
Profanity0.027000591
Threat0.006647474
Severe Toxicity0.005378723
Low Tox 0.21374844 Moderate Con 0.367
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigrants should keep their culture eithin their house and communities, but all canadians have to respect all culture if they are not nuisance to other people that they dont belong to your culture.
Immigrants should keep their culture eithin their house and communities, but all canadians have to respect all culture if they are not nuisance to other people that they dont belong to your culture.
Identity Attack0.26833034
Insult0.071116626
Profanity0.017504321
Threat0.0071717775
Severe Toxicity0.00459671
Low Tox 0.21374844 Constructive 0.534
Oct 6, 2025 Why Canadians Are Turning Against …
The Canadian government and local Canadians definitely need to be afraid of Pakistan and the radical people who want to destroy Canada by changing the demography of Canada and by adopting radical ideas.
The Canadian government and local Canadians definitely need to be afraid of Pakistan and the radical people who want to destroy Canada by changing the demography of Canada and by adopting radical ideas.
Identity Attack0.1808059
Insult0.07491849
Profanity0.01490822
Threat0.029415153
Severe Toxicity0.005607605
Low Tox 0.21374844 Moderate Con 0.393 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian nurses have a difficulty to find a job!
Canadian nurses have a difficulty to find a job!
Identity Attack0.21470967
Insult0.0818789
Profanity0.01535229
Threat0.0064015044
Severe Toxicity0.0043296814
Low Tox 0.21374844 Moderate Con 0.373
Sep 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
as a Canadian living in Ontario, this has been sickening me since it started. Now we're just another country that's been taken over and I guess the true north strong and free have submitted to …
as a Canadian living in Ontario, this has been sickening me since it started. Now we're just another country that's been taken over and I guess the true north strong and free have submitted to the jeets. I pray we will take back our country.
Identity Attack0.056582913
Insult0.1378885
Profanity0.022969801
Threat0.008764107
Severe Toxicity0.0040245056
Low Tox 0.21241048 Moderate Con 0.471 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for covering this as a TRUE CANADIAN. THIS IS INFURIATING!!!
Thank you for covering this as a TRUE CANADIAN. THIS IS INFURIATING!!!
Identity Attack0.08666438
Insult0.09855611
Profanity0.019280603
Threat0.0074436385
Severe Toxicity0.0047683716
Low Tox 0.21241048 Moderate Con 0.447
Jan 27, 2026 Inside Canada's Indian Invasion...
One striking aspect highlighted by this video is the "community" part of this. White Canadians people have turned away on community in favor of individualism, everybody for themselves, meritocracy "look-how-expensive-my-car-is" kind of mentality. This collectively …
One striking aspect highlighted by this video is the "community" part of this. White Canadians people have turned away on community in favor of individualism, everybody for themselves, meritocracy "look-how-expensive-my-car-is" kind of mentality. This collectively makes everybody poorer and weaker, whereas these Indian communities seem a lot more tightly-knit and willing to help each other.
Identity Attack0.26155844
Insult0.06921569
Profanity0.019895468
Threat0.0069646453
Severe Toxicity0.004673004
Low Tox 0.21241048 Constructive 0.697
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians have a weird obsession with indians. Justin Trudeau and Mark Carney have brought a million indians as tfws, international students, and permanent residents every year in the last 10 years.
Canadians have a weird obsession with indians. Justin Trudeau and Mark Carney have brought a million indians as tfws, international students, and permanent residents every year in the last 10 years.
Identity Attack0.2803029
Insult0.061101943
Profanity0.015557245
Threat0.00675104
Severe Toxicity0.003929138
Low Tox 0.21241048 Moderate Con 0.332
Dec 14, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Because Canada is giving Canadian passports to Islamist like a candy.
Because Canada is giving Canadian passports to Islamist like a candy.
Identity Attack0.22129509
Insult0.030365726
Profanity0.0001864354
Threat0.0020002963
Severe Toxicity0.000029029492
Low Tox 0.2122209
Dec 9, 2025
You know, I am an immigrant myself but I have always have had a beef how other immigrants act all entitled. Immigrating is like going to live in another people's house, you have to respect …
You know, I am an immigrant myself but I have always have had a beef how other immigrants act all entitled. Immigrating is like going to live in another people's house, you have to respect the rules of that house. I hate people trying to change the rules to their convenience. I know a lot of immigrants just living off the system, I work 2 jobs and the day I was laid off I refused to collect EI out of self respect, why because I knew I could find another job. But many is like they are looking forward to get laid off or fired to collect government benefits. I couldn't believe that the police and military actually modified their customs to allow Indians to wear turbant. I applaud the people that requested in Ontario to do not wear any religious stuff, because people is only Canadian when is convenient, when not they are Muslims, Indians, etc. that's total BS you are Canadian? act like one, be one all the time; if not go back wherever you came from don't bring more problems to a place that already has more than enough
Identity Attack0.16587129
Insult0.07840354
Profanity0.08225787
Threat0.009411395
Severe Toxicity0.0065994263
Low Tox 0.21107252 Constructive 0.715 Personal_Narrative
Sep 9, 2025 Why Canadians Are Turning Against …

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.