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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

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Active: "Most Canadians are not against …" 3,707 comments · Page 27 of 149
Same as the US government, a bunch of people who answer zero questions. I'm so tired of these anti-Canadians. "we don't have the data, but we collect a lot of data" "we don't know where …
Same as the US government, a bunch of people who answer zero questions. I'm so tired of these anti-Canadians. "we don't have the data, but we collect a lot of data" "we don't know where they are but we do". These women are a disgrace not only to Canadians, but to women, and they should not be allowed to hold any office of this importance.
Identity Attack0.44690517
Insult0.47787863
Profanity0.047173142
Threat0.013269233
Severe Toxicity0.019482423
Moderate 0.45090583 Moderate Con 0.432
Oct 2, 2025 IRCC Names India in Study …
As a Canadian, I think this immigration is what made me "racist".
As a Canadian, I think this immigration is what made me "racist".
Identity Attack0.50515765
Insult0.33998606
Profanity0.10425757
Threat0.010731863
Severe Toxicity0.023076924
Moderate 0.45090583 Moderate Con 0.451 Identity Attack Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Canada is now the shining city on the hill for the mooches of the world who happen to vote Liberal. Bring us you unemployable, your sick, your handicapped, your elderly and your mentally ill. The …
Canada is now the shining city on the hill for the mooches of the world who happen to vote Liberal. Bring us you unemployable, your sick, your handicapped, your elderly and your mentally ill. The able bodied Canadians will take care of them.
Identity Attack0.3857254
Insult0.47384647
Profanity0.038655918
Threat0.0130621
Severe Toxicity0.023076924
Moderate 0.45090583 Low Con 0.231
Jun 19, 2025 How Canada broke its immigration …
I am not anti migration but I am against those who come here and will not assimilate to Canadian ways but bring with them the crap they left their own Country for and are ruining …
I am not anti migration but I am against those who come here and will not assimilate to Canadian ways but bring with them the crap they left their own Country for and are ruining Canada it's time to shut the door and make new rules when Migrants want to live in Canada they have to Assimilate to Canadian customs and laws .
Identity Attack0.3857254
Insult0.4596616
Profanity0.33453682
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.45090583 Constructive 0.546
Aug 29, 2025 Why Canadians Are Turning Against …
My Doctor was Indian she was a Quack .Retired and back to india nice canadian
My Doctor was Indian she was a Quack .Retired and back to india nice canadian
Identity Attack0.46028158
Insult0.47384647
Profanity0.20483992
Threat0.008841781
Severe Toxicity0.023076924
Moderate 0.45090583 Moderate Con 0.42 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
White dude, mid 30s, still stuck in Brampton.. I can't even watch this video to the end because my hearts racing, I'm pissed anytime I think of how my community was raped by packies. (while …
White dude, mid 30s, still stuck in Brampton.. I can't even watch this video to the end because my hearts racing, I'm pissed anytime I think of how my community was raped by packies. (while they laugh at us good Canadians) - The funny partt is, if we forced them out like UK is planning to do, they would crumble in a second, I grew up with indians who were born here, their families came the right way and assimilated and even THEY hate the over-immigration and pure indians coming influx.
Identity Attack0.4931391
Insult0.37960073
Profanity0.2813443
Threat0.13329996
Severe Toxicity0.048457388
Moderate 0.45090583 Constructive 0.601 Personal_Narrative
Feb 21, 2026 Inside Canada's Indian Invasion...
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on …
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on Indians who are paying humongous sums to live in countries like Canada!! Big big difference!!! And yes it’s racism cuz you’re scared of the fact that someone more compatible is replacing you in wrk cuz of better skills, work ethics, and discipline!!
Identity Attack0.5135796
Insult0.3406697
Profanity0.0913099
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.44933176 Constructive 0.624 Identity Attack Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
what!!!! India involved in a fraud or scam! Like its basically all they brought into this country besides stealing millions of Canadians jobs using the same seedy methods!
what!!!! India involved in a fraud or scam! Like its basically all they brought into this country besides stealing millions of Canadians jobs using the same seedy methods!
Identity Attack0.46028158
Insult0.41767508
Profanity0.075792134
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.44933176 Low Con 0.22
Sep 29, 2025 IRCC Names India in Study …
As a white Canadian, I feel bad for the Indians who have been here for years. The new immigrants have completely ruined their reputations
As a white Canadian, I feel bad for the Indians who have been here for years. The new immigrants have completely ruined their reputations
Identity Attack0.55044734
Insult0.2817503
Profanity0.10363861
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.44933176 Constructive 0.542 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians and Muslims need gain an ounce of courage and consideration, and go back to their home. Canada is for Canadians.
Indians and Muslims need gain an ounce of courage and consideration, and go back to their home. Canada is for Canadians.
Identity Attack0.5135796
Insult0.33154017
Profanity0.038154904
Threat0.012751401
Severe Toxicity0.023076924
Moderate 0.44933176 Moderate Con 0.301 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Now is the time for Canadians to pressure provincial governments to pull their heads out of their asses and follow Quebec’s lead on these issues and separating religion from reality.
Now is the time for Canadians to pressure provincial governments to pull their heads out of their asses and follow Quebec’s lead on these issues and separating religion from reality.
Identity Attack0.23542951
Insult0.36365277
Profanity0.38343847
Threat0.021127338
Severe Toxicity0.023076924
Moderate 0.4475325 Low Con 0.198 Call_To_Action
Nov 22, 2025 6 likes Quebec Ends Economic Immigration Program …
I'm sick and tired of these bleeding heart Liberals crying that laws ARE being followed. Good grief, when will Canadians waken up and get these ruinous Liberals out of office.
I'm sick and tired of these bleeding heart Liberals crying that laws ARE being followed. Good grief, when will Canadians waken up and get these ruinous Liberals out of office.
Identity Attack0.28034934
Insult0.48675314
Profanity0.056441884
Threat0.021990653
Severe Toxicity0.015479924
Moderate 0.4475325 Moderate Con 0.407
Dec 26, 2025 1 likes Deportations From Canada at Their …
We can no longer fix this issue because the majority or our country is IMMIGRANTS! They literally can out vote real Canadians. We have lost our country. The west doesn’t even get a say in …
We can no longer fix this issue because the majority or our country is IMMIGRANTS! They literally can out vote real Canadians. We have lost our country. The west doesn’t even get a say in federal politics…immigration is a multi billion dollar industry. There is nothing left in this country for our children and I am truly scared to grow old here with millions of immigrants who hate us and our country, running everything and filling our medical system. Whites are blames for being racist yet anyone with common sense can see whites are the LEAST racist of all. We are doomed, and quite honestly this country isn’t worrh fighting for…we don’t have free speech or the right to self preservation for a country that won’t stfu about ‘human rights’
Identity Attack0.5135796
Insult0.39743927
Profanity0.089370176
Threat0.012181788
Severe Toxicity0.023076924
Moderate 0.4475325 Constructive 0.502 Identity Attack Fear_Threat
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
Glad to Live in the NW BC. The white canadians and generational families are being discriminated in their own country....There are some decent hard working sihk people, BUT its turned into a gong show of …
Glad to Live in the NW BC. The white canadians and generational families are being discriminated in their own country....There are some decent hard working sihk people, BUT its turned into a gong show of epic proportions of immigration! Those People Don't Give a Sh1t About Our Beautiful Nature ,which is what Canada holds Dearly! Fm
Identity Attack0.41052565
Insult0.37279442
Profanity0.4044591
Threat0.011456826
Severe Toxicity0.023458159
Moderate 0.4475325 Constructive 0.628 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
A good video topic for you would be to look into the Canadian trucking industry, the recent big accidents, and the fraudulent licence procurement facilities that have been closed down in the last 10 years. …
A good video topic for you would be to look into the Canadian trucking industry, the recent big accidents, and the fraudulent licence procurement facilities that have been closed down in the last 10 years. It isn't racist to point out shitty things that are happening within our country.
Identity Attack0.10221587
Insult0.37506318
Profanity0.46460027
Threat0.008841781
Severe Toxicity0.022839356
Moderate 0.4475325 Constructive 0.6
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Nope theyre just living there and building the canadian economy. To all those far righters saying ohh we built canada from nothing . They forget the massacre of the Native American. The white invade. Purer …
Nope theyre just living there and building the canadian economy. To all those far righters saying ohh we built canada from nothing . They forget the massacre of the Native American. The white invade. Purer racism
Identity Attack0.5135796
Insult0.3406697
Profanity0.06195303
Threat0.029587816
Severe Toxicity0.023076924
Moderate 0.4475325 Moderate Con 0.409 Identity Attack Moral_Argument
Feb 11, 2026 5 likes Inside Canada's Indian Invasion...
Congrats guys, Canadians have officially radicalised me and made me racist.
Congrats guys, Canadians have officially radicalised me and made me racist.
Identity Attack0.4887047
Insult0.3393024
Profanity0.0741757
Threat0.01101667
Severe Toxicity0.019998873
Moderate 0.44573322 Moderate Con 0.301 Identity_Assertion
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
6 million more Canadians in 10 years has ruined our country
6 million more Canadians in 10 years has ruined our country
Identity Attack0.5039629
Insult0.3388922
Profanity0.049177196
Threat0.05753354
Severe Toxicity0.023076924
Moderate 0.44573322 Moderate Con 0.317 Identity Attack Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Wait what about the native canadian people ? its okay for you to colonize and claim , but if someone else come and live peacefully , didnt your ancestors came to india for 300 years …
Wait what about the native canadian people ? its okay for you to colonize and claim , but if someone else come and live peacefully , didnt your ancestors came to india for 300 years and colonized and killd million ? oh the real problem is indians coming here
Identity Attack0.55044734
Insult0.26957804
Profanity0.062454045
Threat0.13717735
Severe Toxicity0.023082556
Moderate 0.44573322 Moderate Con 0.408 Identity Attack Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Almost 50 years in Canada , I was forced to assimilate, hide my culture, religion, language , Canada is more racist . Italians in Little Italy, Greeks in Little Greece , Europeans that cannot speak …
Almost 50 years in Canada , I was forced to assimilate, hide my culture, religion, language , Canada is more racist . Italians in Little Italy, Greeks in Little Greece , Europeans that cannot speak " Canadian" why are they not a threat ? All those " poor Canadians " in the basement of legion halls crying about no jobs ? So , "the Pakis"also steal jobs from hard working white ppl ? Remember your " Canadian " white owners are hiring all these Pakis , giving away white jobs to ppl they can take advantage of . Doesn't feel good to be a minority , does it ? Hate and Greed should be the title of this
Identity Attack0.5135796
Insult0.40243408
Profanity0.09551262
Threat0.023371955
Severe Toxicity0.023076924
Moderate 0.44573322 Constructive 0.56 Identity Attack
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Native Canadian here; Canada is ruined and unrecognizable from my childhood its awful.
Native Canadian here; Canada is ruined and unrecognizable from my childhood its awful.
Identity Attack0.4453683
Insult0.4534306
Profanity0.057443913
Threat0.009540852
Severe Toxicity0.01896597
Moderate 0.44573322 Moderate Con 0.462 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
American here. I worked in Canada for about a year on and off for my company back in 2019 or so. Back then real Canadians were pissed off about jobs, healthcare and inequality for work. …
American here. I worked in Canada for about a year on and off for my company back in 2019 or so. Back then real Canadians were pissed off about jobs, healthcare and inequality for work. My company needed temp workers and they sent about 40 or so non Canadians that couldn't speak English and were lazy as hell. Diversity.
Identity Attack0.34000012
Insult0.48228607
Profanity0.29209393
Threat0.009023022
Severe Toxicity0.021290002
Moderate 0.44573322 Constructive 0.645
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I LOVE the fact that the bike guy said Indians are at least better than Muslims and Africans 🤣🤣🤣. He is well informed on the different cultures. As a Canadian people here always complain about …
I LOVE the fact that the bike guy said Indians are at least better than Muslims and Africans 🤣🤣🤣. He is well informed on the different cultures. As a Canadian people here always complain about Indians rightfully so and I always say hey we have Muslim refugees sneaking in here under the radar cuz all eyes are on the Indians.
Identity Attack0.55044734
Insult0.28997475
Profanity0.0935729
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.44573322 Constructive 0.673 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It's infuriating and heartbreaking watching my hometown of Surrey British Columbia be totally taken over with not one ounce of respect or common courtesy for our land and its people 🤬the immigrants keep to themselves …
It's infuriating and heartbreaking watching my hometown of Surrey British Columbia be totally taken over with not one ounce of respect or common courtesy for our land and its people 🤬the immigrants keep to themselves only hire family and friends refuse to learn the language the whole culture is Superior and exclusive but we're look down on if Canadians speak up‼️they might as well be spitting in our faces😢🤬P.S to anyone in the comments don't gave me the bull€hit Europeans and natives scenario that was years ago does not affect anyone living today and why would you want the same evils put on Canadian citizens now 🤦‍♀️😬
Identity Attack0.46028158
Insult0.4196762
Profanity0.27342406
Threat0.036149003
Severe Toxicity0.040387187
Moderate 0.44393396 Constructive 0.614
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I see whyte Canadians yes the same ones who complaining treat these indians with more respect than they do black Canadians, they would rather employ a indian than a black Canadian.
I see whyte Canadians yes the same ones who complaining treat these indians with more respect than they do black Canadians, they would rather employ a indian than a black Canadian.
Identity Attack0.55044734
Insult0.30326313
Profanity0.07611542
Threat0.007832011
Severe Toxicity0.02077355
Moderate 0.44393396 Moderate Con 0.393 Identity Attack
Aug 25, 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.