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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: "All I heard was we …" 117 comments · Page 1 of 5
Come to Brantford Ontario if you really wanna hear some honesty about these F**ks coming to our country! Havent heard one good thing about them. Their Ignorant stink F**ks!
Come to Brantford Ontario if you really wanna hear some honesty about these F**ks coming to our country! Havent heard one good thing about them. Their Ignorant stink F**ks!
Identity Attack0.46028158
Insult0.755201
Profanity0.70864636
Threat0.02492592
Severe Toxicity0.4195425
Toxic 0.8540474 Moderate Con 0.329 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh !&%# OFF!!! Have you ever heard of Anders Behring Breivik? You are like him! Indian invasion my anus.
Oh !&%# OFF!!! Have you ever heard of Anders Behring Breivik? You are like him! Indian invasion my anus.
Identity Attack0.55044734
Insult0.5678696
Profanity0.6750904
Threat0.05947323
Severe Toxicity0.3735507
Toxic 0.85333383 Low Con 0.183 Identity Attack Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
So fucking based, especially the thumbnail haha. As an Indian myself, I don't like seeing too many Indians either. For example, just watch all the different "Indians litter" and "India sucks" videos and shorts out …
So fucking based, especially the thumbnail haha. As an Indian myself, I don't like seeing too many Indians either. For example, just watch all the different "Indians litter" and "India sucks" videos and shorts out there. Too many Indians bring their bad habits and couldn't care less about Western values and basic, humane principles. Also, my also Indian Mom recently told me about how she could never be left alone in India because there are a lot of "nasty people" over there. And I've heard those horror stories and seen various clips of that, it's insanity. Thank God I was born in the West.
Identity Attack0.57957685
Insult0.5130944
Profanity0.7107322
Threat0.046541955
Severe Toxicity0.35368225
Toxic 0.74954444 Constructive 0.766 Identity Attack Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
THANK YOU SO MUCH FOR making this video.. the audacity of that rat looking dude to ask if he will refuse sharia law? What an idiot YOU LEFT YOUR OWN COUNTRY and have the nerve …
THANK YOU SO MUCH FOR making this video.. the audacity of that rat looking dude to ask if he will refuse sharia law? What an idiot YOU LEFT YOUR OWN COUNTRY and have the nerve to call us down for not accepting ur religion.... Piss off.. this government is a joke. How about Quebec take the over 1 million immigrants they took in this year alone, and we'll break off into our own country and make sure they can't BIDEN-IZE Canada. Don't stay quiet.. we need to be heard this is crazy.
Identity Attack0.3817989
Insult0.72868866
Profanity0.34099978
Threat0.013372798
Severe Toxicity0.16960317
Toxic 0.73663366 Moderate Con 0.432 Insult Identity_Assertion
Sep 7, 2025 Why Canadians Are Turning Against …
Brampton is apparently a shit hole in the first place from what I've heard. At least someone wants to live there. 😂
Brampton is apparently a shit hole in the first place from what I've heard. At least someone wants to live there. 😂
Identity Attack0.18903255
Insult0.5423875
Profanity0.764141
Threat0.010265815
Severe Toxicity0.16960317
Toxic 0.72028047 Moderate Con 0.417 Insult Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
enough with the bullshit myth that we had/have a great immigration system, we haven't for decades, only a complete moron would say so, like Ivison who keeps lying saying there was "CONSENSUS" among who? the …
enough with the bullshit myth that we had/have a great immigration system, we haven't for decades, only a complete moron would say so, like Ivison who keeps lying saying there was "CONSENSUS" among who? the politicians? the greedy businesses that want slave labour, cheap labour, the NDP zealots? cause in almost 60 yrs, I've never once, ever, never heard anyone say that they wanted more immigrants in Canada, ever
Identity Attack0.2808415
Insult0.6308392
Profanity0.58072567
Threat0.011715741
Severe Toxicity0.16960317
Moderate 0.6989911 Moderate Con 0.486 Insult Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
The stupidest thing I've ever heard . The prosecutor's office should look into this .
The stupidest thing I've ever heard . The prosecutor's office should look into this .
Identity Attack0.011099357
Insult0.65865606
Profanity0.36225098
Threat0.011819307
Severe Toxicity0.023076924
Moderate 0.6852916 Low Con 0.241 Insult
Nov 21, 2025 1 likes Thousands of refugees allowed into …
I heard that the Punjabis tend to be a bit rapey.
I heard that the Punjabis tend to be a bit rapey.
Identity Attack0.57150364
Insult0.48627716
Profanity0.41436642
Threat0.31721663
Severe Toxicity0.3476075
Moderate 0.62136006 Moderate Con 0.437 Identity Attack Unverified_Claim
Feb 3, 2026 Inside Canada's Indian Invasion...
As an Indian living in India this was so embarrassing. I didn't know Canada was this fucked..like I always heard some racism faced by Indians from the Canadian ppl now I understand why. I mean …
As an Indian living in India this was so embarrassing. I didn't know Canada was this fucked..like I always heard some racism faced by Indians from the Canadian ppl now I understand why. I mean imagine this happened to India, prolly Indians would react the same or even worst than that. And on top of that, some Khalistani terrorists are set free in Canada.
Identity Attack0.5203519
Insult0.48313886
Profanity0.5318404
Threat0.025443908
Severe Toxicity0.16960317
Moderate 0.5885171 Constructive 0.589 Identity Attack Personal_Narrative
Feb 11, 2026 Inside Canada's Indian Invasion...
The dude saying subsaharan Africans have an IQ of less than 70 on average is the most moronic stuff I've heard in a while😅😂
The dude saying subsaharan Africans have an IQ of less than 70 on average is the most moronic stuff I've heard in a while😅😂
Identity Attack0.50917345
Insult0.5130944
Profanity0.4113413
Threat0.012285355
Severe Toxicity0.037697118
Moderate 0.57271194 Low Con 0.278 Identity Attack Insult Unverified_Claim
Feb 7, 2026 Inside Canada's Indian Invasion...
I went through a drive thru in Weyburn Saskatchewan and almost shit my pants when I seen (1) white guy working there, 99% Indian in the smack dab middle of the country, and it’s like …
I went through a drive thru in Weyburn Saskatchewan and almost shit my pants when I seen (1) white guy working there, 99% Indian in the smack dab middle of the country, and it’s like this everywhere. Have heard half a dozen times from separate ppl that they were asked if they spoke Hindi or Punjabi to work at Tim Hortons because “all the staff spoke it” they take our jobs because they accept lower wages. I’m just fatigued, it just sucks because I know the vast majority of Indians before 2020 were actually nice and adaptable decently well. Now when you go out to eat or buy groceries you don’t even get a “have a nice day” which is a Canadian custom IMO. Most of the time besides the transaction details, they will not speak to you.
Identity Attack0.5135796
Insult0.47384647
Profanity0.541926
Threat0.06820184
Severe Toxicity0.2391185
Moderate 0.56269526 Constructive 0.724 Identity Attack Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Really where did you heard about we don't kill peoples even in illigal things 😂😂 pure misinformation he was scam you 13:14
Really where did you heard about we don't kill peoples even in illigal things 😂😂 pure misinformation he was scam you 13:14
Identity Attack0.06658725
Insult0.34203702
Profanity0.26621178
Threat0.3481519
Severe Toxicity0.052940834
Moderate 0.53579444 Moderate Con 0.303 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Indian people taking over and building up and bringing up the economy! Okay! It is making us Canadians say, “too much!” At least you heard the last 4 minutes! But, Whites, Blacc’s and whoever else …
Indian people taking over and building up and bringing up the economy! Okay! It is making us Canadians say, “too much!” At least you heard the last 4 minutes! But, Whites, Blacc’s and whoever else still left behind competing in an old world and fighting and being indifferent about race still! Yeah Fucc y’all! The Indian people see Brown and sticc to a motive while everyone else fighting! Canadian’s and American’s will doom themselves!
Identity Attack0.5135796
Insult0.46327567
Profanity0.4113413
Threat0.055270568
Severe Toxicity0.16960317
Moderate 0.51869136 Moderate Con 0.348 Identity Attack
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are exagerrating, they are everywhere like flies. And love excessive lifestyle driving in cpensive card while the people from that country are humble and cut their coat according to their size. Indians will destroy …
Indians are exagerrating, they are everywhere like flies. And love excessive lifestyle driving in cpensive card while the people from that country are humble and cut their coat according to their size. Indians will destroy immigration for everybody. Always wants to be heard when itnis not your country. Proud in nothing bragging about your country in someone else country is crazy to me.
Identity Attack0.5135796
Insult0.44802538
Profanity0.21348765
Threat0.03718498
Severe Toxicity0.02604016
Moderate 0.47473195 Moderate Con 0.413 Identity Attack
Sep 10, 2025 Why Canadians Are Turning Against …
People who leave the shelters do it because they don't follow the rules, not because of they are scared of the Africans. They get kicked out. Africans are called monkeys by people in the shelters. …
People who leave the shelters do it because they don't follow the rules, not because of they are scared of the Africans. They get kicked out. Africans are called monkeys by people in the shelters. I have seen it and heard it. The amount of ignorance is amazing.
Identity Attack0.48949075
Insult0.47787863
Profanity0.19770569
Threat0.035803676
Severe Toxicity0.023076924
Moderate 0.47119883 Constructive 0.591 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Yeah they choose to send back the ones who is honest never used the systems on government funds . Worked and own there own business for a better lives . And yet the send them …
Yeah they choose to send back the ones who is honest never used the systems on government funds . Worked and own there own business for a better lives . And yet the send them back . But keep the criminals. Is this fair ?? Lawyers only eat your damn money . This is who the stand back good people no criminal records . Lady come on you just heard yourself ? But the many people with no permanent did crimes and get to stay . Unfair .
Identity Attack0.026207991
Insult0.4196762
Profanity0.45190978
Threat0.011819307
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.398 Moral_Argument
Dec 24, 2025 Deportations From Canada at Their …
That should scare all the lgbtq plus communities that are supporting the liberal government to hear that Mark Carney has spoken and said muslim values are Canadian values. ? If you think the Christians we're …
That should scare all the lgbtq plus communities that are supporting the liberal government to hear that Mark Carney has spoken and said muslim values are Canadian values. ? If you think the Christians we're bad when you heard their biblical words. ? By hearing what this Muslim was speaking. It sounds like you will have Muslims in your face and cutting off your blank because they despise your sexual acts, and they despise everyone else that doesn't agree with their religious ideology.
Identity Attack0.5135796
Insult0.36193377
Profanity0.09583591
Threat0.12689553
Severe Toxicity0.023076924
Moderate 0.45751464 Moderate Con 0.487 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Finally..First generation Canadian here. When my parents came here my mom was a nurse my dad an engineer both worked their asses off! No handouts, no free shii! Its disgusting whats happening to Canada...but how …
Finally..First generation Canadian here. When my parents came here my mom was a nurse my dad an engineer both worked their asses off! No handouts, no free shii! Its disgusting whats happening to Canada...but how do we change whats going on how do we make our voices heard?...without being racist of course!
Identity Attack0.27875587
Insult0.4196762
Profanity0.3866461
Threat0.009566744
Severe Toxicity0.023199933
Moderate 0.45703048 Constructive 0.702 Personal_Narrative
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Heard from my nephews who are studying in Canada. They see more foreigners than Canada. Do expect such foreigners movement. A lot countries have the same issue. It is happening to my country (Singapore) now. …
Heard from my nephews who are studying in Canada. They see more foreigners than Canada. Do expect such foreigners movement. A lot countries have the same issue. It is happening to my country (Singapore) now. And it is frustrating that these foreigners do not bother to integrate into our culture. Sickening. They are here for their own benefits.
Identity Attack0.44690517
Insult0.46476576
Profanity0.04491858
Threat0.0079873605
Severe Toxicity0.016190045
Moderate 0.4398409 Constructive 0.592 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
I hadn't heard of Darth Carney's rep for not suffering fools. That explains why he has no mirrors in his houses. I always assumed it was a vampire thing.
I hadn't heard of Darth Carney's rep for not suffering fools. That explains why he has no mirrors in his houses. I always assumed it was a vampire thing.
Identity Attack0.01191331
Insult0.4986907
Profanity0.14049543
Threat0.009359611
Severe Toxicity0.009384155
Moderate 0.43720075 Moderate Con 0.475 Humor_Satire
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I've heard that many of my middle-class Chinese friends living in Canada have already left or are in the process of leaving. Congratulations, Canada, at least you got rid of the Chinese.😂
I've heard that many of my middle-class Chinese friends living in Canada have already left or are in the process of leaving. Congratulations, Canada, at least you got rid of the Chinese.😂
Identity Attack0.55044734
Insult0.22303216
Profanity0.04266402
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.42985553 Constructive 0.568 Identity Attack Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Carney picked an absolute bonehead to be the new immigration minister 😮. I've never heard her answer a question 🤔 intelligently or honestly 🤔 😳 🙄
Carney picked an absolute bonehead to be the new immigration minister 😮. I've never heard her answer a question 🤔 intelligently or honestly 🤔 😳 🙄
Identity Attack0.018269362
Insult0.4962726
Profanity0.12220735
Threat0.0077802283
Severe Toxicity0.013349563
Moderate 0.42985553 Low Con 0.277 Policy_Critique
Feb 17, 2026 9 likes LILLEY UNLEASHED: The fall of …
Canadian here: 10 yrs ago it was rare to hear a Canadian say something derogatory about another ethnicity beyond the basic complaints about the French or Natives. Even that was fairly tame since a lot …
Canadian here: 10 yrs ago it was rare to hear a Canadian say something derogatory about another ethnicity beyond the basic complaints about the French or Natives. Even that was fairly tame since a lot of Canadians have either French or Indigenous ancestry. I have never heard so much ethnic hostility over the past 5 yrs as people will just openly insult Indians. I have heard professionals say “Never trust an Indian”. Canadians are PISSED with how Indians have exploited Canada
Identity Attack0.4830652
Insult0.36798462
Profanity0.2661772
Threat0.014393489
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.604 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
We normal, sane, reasonable Canadian-born and bred citizens have become so "whipped" in the last 10 years under this tyranny called the LIBERAL PARTY OF CANADA, and their woke ideology. Im 60y.o., and have been …
We normal, sane, reasonable Canadian-born and bred citizens have become so "whipped" in the last 10 years under this tyranny called the LIBERAL PARTY OF CANADA, and their woke ideology. Im 60y.o., and have been screaming from the hilltops for ten years about out country being over run and dominated by Indians, and Muslims. ENOUGH !! FFSAKES, I'M NEARING THE POINT OF NO RETURN. IF THESE LIBERALS WIN THE NEXT ELECTION, IT WILL BE A CALL TO ACTION FOR ME. I WILL DO SOMETHING THAT OTHERWISE, I WOULDN'T EVEN CONTEMPLATE. MY ACT WILL BE HEARD AROUND THE WORLD, AND HOPEFULLY IT WILL CAUSE OTHERS TO AT LEAST ENACT CHANGE, AND TAKE CANADA BACK FROM THESE EVIL, SAVAGES THAT ARE OVERRUNNING HER. I'LL BE GIVING MY LIFE FOR MY BELIEFS, AND FOR MY LOVE OF GOD AND COUNTRY! GOD HELP ME, FORGIVE ME, AND GOD BLESS CANADA AND PIERRE POLIEVRE. HE IS MY, AND CANADA'S ONLY HOPE OF RESCUE. THE MUSLIM AND INDIAN TAKEOVER WILL END, OR I WILL!!
Identity Attack0.44690517
Insult0.40243408
Profanity0.09992486
Threat0.0287245
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.487
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
She is the most embarrassing minister Canada ever had. She is going to bring few millions criminals more to Canada this year. That’s why Canada is a crime Capital of the world. I heard, they …
She is the most embarrassing minister Canada ever had. She is going to bring few millions criminals more to Canada this year. That’s why Canada is a crime Capital of the world. I heard, they are going to change the name for Brampton. Its going to be called either Brown town or Khalistan.
Identity Attack0.20088354
Insult0.4555076
Profanity0.041912504
Threat0.012699619
Severe Toxicity0.014511578
Moderate 0.4014846 Low Con 0.282 Unverified_Claim
Feb 27, 2026 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.