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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 #}

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Active: "I am an immigrant too. …" 3,653 comments · Page 37 of 147
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s …
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s infested with drug cartels like America, infested with scammers, terrorists war mongerers, car nappers etc, etc, Canada is not the same anymore. Just imagine the government is already taken by other ideologies. The death of the freedom of Canadian soldiers in the wars are already in vain. The morals, integrity, honesty and due diligence. History of Canada should be inculcated in schools. So children of the country will know how Canada became as Canada. It is the freedom to live in peace in honesty in diligence in integrity. For the unit of a society starts from a family. If all of these is not practice, Canada as a country Will be gone. If a country don’t take control of these things, the history of Canada is totally gone.
Identity Attack0.36702603
Insult0.40243408
Profanity0.064458095
Threat0.03407705
Severe Toxicity0.019611536
Moderate 0.39441586 Moderate Con 0.466 Policy_Critique
Nov 20, 2025 Quebec Ends Economic Immigration Program …
I'm mad about this, and I'm not even Canadian. Immigration KILLS a country.
I'm mad about this, and I'm not even Canadian. Immigration KILLS a country.
Identity Attack0.40255263
Insult0.16861114
Profanity0.089693464
Threat0.17016006
Severe Toxicity0.018449519
Moderate 0.39441586 Constructive 0.521 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian born and sooooooo sick and tired of the fire hose immigration here. Soooo many cons to this policy!
Canadian born and sooooooo sick and tired of the fire hose immigration here. Soooo many cons to this policy!
Identity Attack0.37879246
Insult0.37506318
Profanity0.026454043
Threat0.008311004
Severe Toxicity0.013607788
Moderate 0.39441586 Moderate Con 0.443 Policy_Critique
Aug 25, 2025 50 likes Why Canadians Are Turning Against …
White people viewing Indian immigrants unfavourably as if they are indigenous to Canada themselves 😂
White people viewing Indian immigrants unfavourably as if they are indigenous to Canada themselves 😂
Identity Attack0.4830652
Insult0.1711343
Profanity0.0569429
Threat0.0076766624
Severe Toxicity0.014447021
Moderate 0.39441586 Low Con 0.276
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
we need to break out of this narrative that Trudeau brought them here. He might be the lead clown in the circus but this immigration flood has been going on for 50 years, the only …
we need to break out of this narrative that Trudeau brought them here. He might be the lead clown in the circus but this immigration flood has been going on for 50 years, the only thing is that it is turned up to 11 in the last 5 years and the results are inescapable now. White flight is impossible now.
Identity Attack0.28034934
Insult0.42367843
Profanity0.044668075
Threat0.008246276
Severe Toxicity0.008659363
Moderate 0.39441586 Moderate Con 0.375
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
What no one discusses is how incredibly racist Canadians have been towards Indians for the past 100+ years. Small town Canada has never been welcoming to people of color so inevitably immigrants started creating enclaves …
What no one discusses is how incredibly racist Canadians have been towards Indians for the past 100+ years. Small town Canada has never been welcoming to people of color so inevitably immigrants started creating enclaves where they feel safe. Why does every city have a Chinatown? How have Canadians treated Chinese immigrants for the past century? There’s a reason why Richmond and Vancouver have large Chinese populations - because they feel safe in numbers. Whites have created the situation they’re now crying about by being inclusive and racist for decades.
Identity Attack0.46028158
Insult0.27763805
Profanity0.050930742
Threat0.0101363575
Severe Toxicity0.017481172
Moderate 0.39441586 Constructive 0.598 Moral_Argument
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I was born in Toronto in 1985, it was a very different place and a city I was so proud of. Now its garbage, everything of interest has been removed and replaced with condos with …
I was born in Toronto in 1985, it was a very different place and a city I was so proud of. Now its garbage, everything of interest has been removed and replaced with condos with people crammed into them. Iv now moved my family (wife and 4 kids) repeatedly to escape immigration. We not live in Peterborough Ont which is about 80% white. Town reminds me of the place i grew up in, but I'm sure we will have to continue further north at some point.
Identity Attack0.3817989
Insult0.39297962
Profanity0.08775374
Threat0.007573096
Severe Toxicity0.015350811
Moderate 0.39231625 Constructive 0.759
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
its the same complain all over the world...immigration and immigrants was all well and good until early 2000s when those immigrants came to wor and build a life and assimilated and there was healthy distribution …
its the same complain all over the world...immigration and immigrants was all well and good until early 2000s when those immigrants came to wor and build a life and assimilated and there was healthy distribution of all ethnics and races...after mid 2000s was when immigration went of the rope for europe and north america and all sorts of looneys got through...and because of them the good immigrants from prior are suffering the most as they are also seen as pests...
Identity Attack0.36702603
Insult0.40420914
Profanity0.08678388
Threat0.00899713
Severe Toxicity0.01483436
Moderate 0.39231625 Constructive 0.621
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
New rules should be no more immigrants
New rules should be no more immigrants
Identity Attack0.46028158
Insult0.1087965
Profanity0.0741757
Threat0.02371728
Severe Toxicity0.023076924
Moderate 0.39231625 Low Con 0.158 Call_To_Action
Jan 23, 2026 Canada’s new rules in 2026
At least Indian immigrants don’t hate other religions like ☪️ancer
At least Indian immigrants don’t hate other religions like ☪️ancer
Identity Attack0.43896464
Insult0.24561718
Profanity0.19524631
Threat0.011922873
Severe Toxicity0.023076924
Moderate 0.39231625 Low Con 0.256
Sep 25, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It's pretty obvious that part of the pushback is because the country of origin became completely slanted. There was a time when there was a lot of Chinese immigration, and while you would have wanted …
It's pretty obvious that part of the pushback is because the country of origin became completely slanted. There was a time when there was a lot of Chinese immigration, and while you would have wanted way less, at least they know how to follow the rules and show signs of gratitude for being allowed in. The mass influx of Jeets is a totally different animal. Natural scammers, ungrateful and much more trouble than they are worth.
Identity Attack0.2823795
Insult0.4339631
Profanity0.09260304
Threat0.010369381
Severe Toxicity0.014511578
Moderate 0.39231625 Constructive 0.615 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Indian's look at Canada as a very easy to fooled country when it comes in immigration policy, all Indian's work together the one in India and the one who lives in Canada, opening a fraud …
Indian's look at Canada as a very easy to fooled country when it comes in immigration policy, all Indian's work together the one in India and the one who lives in Canada, opening a fraud school to sell course acceptance letter to be approved of student visa. They come not to study but to work and then later on apply for PR. Why do you think Indians are over populated in Canada? they flood the food bank and employment that is no longer available for the Canadian born youth. They are everywhere because they are preferable by greedy employer for cheap labour, the reason this people flood the food bank, theyre wages is not liveable in Canada. Canada becomes a joke since Trudeau took over the government, open border for fraudster to come in. Immigration policy will never be fix until the Liberal is kick out from power. I dont think we need more migrant for walmart tim horton, and uber!
Identity Attack0.46028158
Insult0.3486032
Profanity0.07255927
Threat0.010913103
Severe Toxicity0.020515325
Moderate 0.39231625 Constructive 0.653
Sep 29, 2025 IRCC Names India in Study …
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from …
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from young Canadians that are needing a first job like tim hortons or any of the sort. it’s ridiculous the job market in canada is destroyed because of this immigration mess
Identity Attack0.27991617
Insult0.41767508
Profanity0.075792134
Threat0.008556974
Severe Toxicity0.009117126
Moderate 0.39231625 Constructive 0.504 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
And immigrant that say white people are land steeler why your here ?
And immigrant that say white people are land steeler why your here ?
Identity Attack0.46028158
Insult0.24835461
Profanity0.07643871
Threat0.009437286
Severe Toxicity0.016641939
Moderate 0.39231625 Low Con 0.259
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
We don't need or want immigrants who will not assimilate.
We don't need or want immigrants who will not assimilate.
Identity Attack0.46028158
Insult0.18107465
Profanity0.0684662
Threat0.013372798
Severe Toxicity0.020515325
Moderate 0.39231625 Low Con 0.268 Identity_Assertion
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Immigration, housing, defence, fiscal, taxes.. there isn't a file that this putrid government hasn't wrecked.
Immigration, housing, defence, fiscal, taxes.. there isn't a file that this putrid government hasn't wrecked.
Identity Attack0.047190998
Insult0.42367843
Profanity0.10735235
Threat0.009307829
Severe Toxicity0.009727478
Moderate 0.39021665 Low Con 0.292 Policy_Critique
Oct 5, 2025 1 likes How Canada broke its immigration …
Those complaining aren't immigrants?? Some of these are not good like when white came to these shores brought disease and other bad things so get along this ain't gonna stop...
Those complaining aren't immigrants?? Some of these are not good like when white came to these shores brought disease and other bad things so get along this ain't gonna stop...
Identity Attack0.45610145
Insult0.24928534
Profanity0.089370176
Threat0.014738814
Severe Toxicity0.01935331
Moderate 0.39021665 Moderate Con 0.48
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
This is insane and suicidal for west, all first world countries. People leaving their third world countries should also leave their third world country habits. It's so frustrating to see migrants not assimilate into the …
This is insane and suicidal for west, all first world countries. People leaving their third world countries should also leave their third world country habits. It's so frustrating to see migrants not assimilate into the countries they are moving into. It's too high rate of immigration that's threatening the fabric the west. All they have is racist and white and colonial guilt to insinuate their way in. Objectively saying, the west is collapsing rapidly than we can realize and react. Having too many guests threatens your safety and the wellbeing of your children. Having immigrants is good, but it has to be well regulated, monitored ensuring assimilation and culture compliant. To those navie westerners, too foolishly craving immigrants, why don't you try to move to their countries? Your moral virtues should serve you first.
Identity Attack0.40883094
Insult0.34237885
Profanity0.09583591
Threat0.06205949
Severe Toxicity0.021806452
Moderate 0.39021665 Moderate Con 0.489 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I'm sick and tired of paying for immigrants. We're told to be inclusive but that goes both ways. Enough is enough.
I'm sick and tired of paying for immigrants. We're told to be inclusive but that goes both ways. Enough is enough.
Identity Attack0.39773783
Insult0.34032786
Profanity0.041912504
Threat0.010162249
Severe Toxicity0.015544481
Moderate 0.39021665 Constructive 0.542
Aug 27, 2025 3 likes Why Canadians Are Turning Against …
They only employ their own. They only rent to their own. Trespassing on private property and farmland for photos. Being ignorant and rude to the towns and city’s that they moved their entire villages to. …
They only employ their own. They only rent to their own. Trespassing on private property and farmland for photos. Being ignorant and rude to the towns and city’s that they moved their entire villages to. The list goes on. We all grew up with immigrants, this country has always welcomed immigration. It’s our culture. Nobody was ever racist back in the day. Every classroom was multicultural and everyone played together. But this!… this is something completely different.
Identity Attack0.11396073
Insult0.4339631
Profanity0.026454043
Threat0.006537435
Severe Toxicity0.0074005127
Moderate 0.38811707 Constructive 0.588 Unverified_Claim
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
Without Immigrants ( regardless of race) Canada would be a mess
Without Immigrants ( regardless of race) Canada would be a mess
Identity Attack0.46028158
Insult0.24928534
Profanity0.08290444
Threat0.01508414
Severe Toxicity0.01806218
Moderate 0.38811707 Low Con 0.185 Moral_Argument
Feb 25, 2026 Inside Canada's Indian Invasion...
Problem is not immigrants, but the asylum. Canada is the worlds home for criminal asylum.
Problem is not immigrants, but the asylum. Canada is the worlds home for criminal asylum.
Identity Attack0.43896464
Insult0.3416952
Profanity0.021398475
Threat0.009256045
Severe Toxicity0.013543231
Moderate 0.38811707 Low Con 0.165 Policy_Critique
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Omg as soon as i heard brampton, i knew this invasion was the right word. mom bought a place there in 2004 before it was really developed...in the 2010s the indians arrived and the CAR …
Omg as soon as i heard brampton, i knew this invasion was the right word. mom bought a place there in 2004 before it was really developed...in the 2010s the indians arrived and the CAR ACCIDENTS SKYROCKETED! i have no issue with the indians but the wives of the guys that immigrate over here can not drive!
Identity Attack0.458714
Insult0.24928534
Profanity0.0961592
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.38811707 Constructive 0.594 Personal_Narrative
Feb 28, 2026 Inside Canada's Indian Invasion...
It's not the immigrants. Canada never had enough for their own. The taxes are too damn high
It's not the immigrants. Canada never had enough for their own. The taxes are too damn high
Identity Attack0.19495805
Insult0.26395
Profanity0.39409557
Threat0.0072882893
Severe Toxicity0.01502803
Moderate 0.38811707 Moderate Con 0.36 Economic_Argument
Feb 12, 2026 3 likes Canada's tighter immigration policy divides …
Kinda hard to have kids in Canada when so expensive nowadays, I wanted a kid but I can barely feed myself and keep roof over my head and I don’t want to put my kid …
Kinda hard to have kids in Canada when so expensive nowadays, I wanted a kid but I can barely feed myself and keep roof over my head and I don’t want to put my kid through that, illegal immigrants get free everything, Canada turned into a real hell hole, this not the country my family and others family fought for
Identity Attack0.38826546
Insult0.3388922
Profanity0.2124067
Threat0.010447056
Severe Toxicity0.022193791
Moderate 0.38811707 Constructive 0.574
Aug 31, 2025 17 likes 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.