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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: "All I am saying is …" 1,368 comments · Page 18 of 55
I can proudly say I despise them like the Jewelry’s.
I can proudly say I despise them like the Jewelry’s.
Identity Attack0.22783615
Insult0.25998658
Profanity0.17613389
Threat0.012958534
Severe Toxicity0.015931819
Moderate 0.3977292 Moderate Con 0.37 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I can say my small city of 20000 people has probably a few thousand Indian people now over the last 4 years and its caused rent to triple in the city and they leave garbage …
I can say my small city of 20000 people has probably a few thousand Indian people now over the last 4 years and its caused rent to triple in the city and they leave garbage and diapers and smoke on the beachs and in the parks and are not willing to adapt at all and want to bring a third world country here its really bad
Identity Attack0.44690517
Insult0.31740165
Profanity0.16915557
Threat0.011146127
Severe Toxicity0.023076924
Moderate 0.3977292 Constructive 0.601 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I say the same thing I've said for years; Canada is a massive con.
I say the same thing I've said for years; Canada is a massive con.
Identity Attack0.36702603
Insult0.42167732
Profanity0.1413768
Threat0.008375733
Severe Toxicity0.016319158
Moderate 0.3977292 Moderate Con 0.369 Policy_Critique
Nov 22, 2025 Inside Canada's Indian Metropolis (Brampton)
What does the TERRORIST SO CALLED PUBLIC SAFETY MINISTER HAVE TO SAY ABOUT THIS.
What does the TERRORIST SO CALLED PUBLIC SAFETY MINISTER HAVE TO SAY ABOUT THIS.
Identity Attack0.04796442
Insult0.42367843
Profanity0.05393682
Threat0.019055385
Severe Toxicity0.015544481
Moderate 0.3977292 Low Con 0.197 Fear_Threat
Nov 20, 2025 50 likes Thousands of refugees allowed into …
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. …
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. So then those same Indians grouped together and created their business for their own and now you complain we do not assimilate. Dude clean your own backyard before complaining about others. If they do not work why there are no Indian homeless. They worked hard, harder your 5 generations combined thats why they were able to build houses. Their bathrooms are bigger then your bedrooms. If now have something to complain you are free to leave the country. so at 3:00 he is saying, it does not cost illegals a penny to go to hospital. How many illegals has he smuggled into Canada. Any person in Canada without the provincial insurance has to pay everything out of pocket. I just got my dads blood work done today and he is on a visitor visa. It costed me $750 dollars, and before that just a walk in visit costed me $$175 dollars. And about paying taxes, I garuntee you a single houshold of Indians pay more in Taxes than a whole street of these white shit heads. The amount of myths they have created around immigrants is astonishing. There is is a reason conservatives loves the poor and the uneducated. You can clearly see the stark difference between how a Canadian born and raised person is speaking about other and how an immigrant is speaking about others and distributing free food and serving the society. THe people who have never tried to help anyone will always be jealous of those who help and prosper. We did not came from broken country, we just came here for a little better life which we have gotten with our hardwork and we owe nothing to these half ass naked shit rags complaining about immigrants when they themselves are either one or descendants of immigrants.
Identity Attack0.46028158
Insult0.33998606
Profanity0.08290444
Threat0.011974656
Severe Toxicity0.02116089
Moderate 0.3974717 Constructive 0.587
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
I was at the Post office, Tim Hortons, Bus stop, either 5 Indians playing on their phones with more than 20 people in line, or they just open the back door and let everybody ride …
I was at the Post office, Tim Hortons, Bus stop, either 5 Indians playing on their phones with more than 20 people in line, or they just open the back door and let everybody ride the bus for free. These people are Comunist without authority, which is another way of saying shthole, it wouldn't be so bad if there wasn't welfare program in Canada, but there is. It is a bottomless pit of social benefits ALMOST as bad as free healthcare for 10 million people with Diabetes.
Identity Attack0.29951343
Insult0.40243408
Profanity0.33317488
Threat0.009204263
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.472 Fear_Threat
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I kept saying the border tightening wasnt to apease the Orange MAGAggot. Its for keeping illegal Americans out of our country. Get ready for an influx of American refugees sneaking through.
I kept saying the border tightening wasnt to apease the Orange MAGAggot. Its for keeping illegal Americans out of our country. Get ready for an influx of American refugees sneaking through.
Identity Attack0.38208112
Insult0.37166002
Profanity0.11168506
Threat0.027688526
Severe Toxicity0.020515325
Moderate 0.3969567 Moderate Con 0.349 Fear_Threat
Jan 5, 2026 Migrants cross into Canada near …
0 white people in almost every tim hortons, our government has made me hate my own country. Foreigners are above Canadians in the governments eyes. But I guarantee you I'd be called racist for even …
0 white people in almost every tim hortons, our government has made me hate my own country. Foreigners are above Canadians in the governments eyes. But I guarantee you I'd be called racist for even saying this. It's so sad, I'm okay with equality but it's quite obvious that we are being neglected. The amount of people that joke saying it's the new India is unbelievable, I'm ashamed of our country
Identity Attack0.44690517
Insult0.25800487
Profanity0.077731855
Threat0.010472948
Severe Toxicity0.017674843
Moderate 0.3969567 Constructive 0.656 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a Canadian and a follower for years of you Tyler, thank you so much for covering this. We have absolutely been invaded and every time you try to say anything, Indians and white Canadians …
As a Canadian and a follower for years of you Tyler, thank you so much for covering this. We have absolutely been invaded and every time you try to say anything, Indians and white Canadians scream racism.
Identity Attack0.4830652
Insult0.24928534
Profanity0.03389629
Threat0.009437286
Severe Toxicity0.015157142
Moderate 0.3969567 Constructive 0.651 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I hate to say it…. But the natives of Brampton did not sell their message very well. I heard a lot of racism from them. While the Indian people in this video were making sense …
I hate to say it…. But the natives of Brampton did not sell their message very well. I heard a lot of racism from them. While the Indian people in this video were making sense in a lot of their comments…FYI i am a white person living in Brampton. Just calling balls and strikes, no agenda for me.
Identity Attack0.3817989
Insult0.22770336
Profanity0.29456177
Threat0.077831104
Severe Toxicity0.023076924
Moderate 0.39669925 Constructive 0.723
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
The most junkie homeless looking guy saying the immigrants don't pay taxes has to be the funniest thing I've heard😂
The most junkie homeless looking guy saying the immigrants don't pay taxes has to be the funniest thing I've heard😂
Identity Attack0.28034934
Insult0.4125297
Profanity0.06746418
Threat0.0077154995
Severe Toxicity0.012207031
Moderate 0.39669925 Low Con 0.29 Humor_Satire
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
´´I worked... These people don´t work. They work for cash...´´ Literally contradicted himself in the same sentence. Buddy just say you are racist at this point, and stop embarrassing yourself. 😂
´´I worked... These people don´t work. They work for cash...´´ Literally contradicted himself in the same sentence. Buddy just say you are racist at this point, and stop embarrassing yourself. 😂
Identity Attack0.08004672
Insult0.40243408
Profanity0.07708528
Threat0.008298059
Severe Toxicity0.010604858
Moderate 0.39644176 Low Con 0.2 Humor_Satire
Oct 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
If I were to say I want to live around white people that would be considered racist. And yet here’s Brampton where Indians come to Canada to make an Indian community.
If I were to say I want to live around white people that would be considered racist. And yet here’s Brampton where Indians come to Canada to make an Indian community.
Identity Attack0.46050715
Insult0.24424846
Profanity0.07047026
Threat0.009126588
Severe Toxicity0.016060932
Moderate 0.39441586 Moderate Con 0.426
Nov 27, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian, we are so cooked. Indian's and Muslim's aren't even trying to hide it, they're just straight up saying they intend on turning this into a non-white country.
As a Canadian, we are so cooked. Indian's and Muslim's aren't even trying to hide it, they're just straight up saying they intend on turning this into a non-white country.
Identity Attack0.48915586
Insult0.23237456
Profanity0.09324962
Threat0.010705971
Severe Toxicity0.019611536
Moderate 0.39441586 Moderate Con 0.41 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
So your saying we need to mass bomb Brampton? Roger that!
So your saying we need to mass bomb Brampton? Roger that!
Identity Attack0.06158508
Insult0.060927123
Profanity0.06195303
Threat0.52360797
Severe Toxicity0.023076924
Moderate 0.39441586 Low Con 0.263 Threat Humor_Satire
Feb 10, 2026 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 …
Remember the white say human rights😂😂😂😂😂. Till your house all full😂😂😂😂
Remember the white say human rights😂😂😂😂😂. Till your house all full😂😂😂😂
Identity Attack0.4139151
Insult0.15236975
Profanity0.10363861
Threat0.042662576
Severe Toxicity0.023076924
Moderate 0.39231625 Low Con 0.205
Aug 26, 2025 Why Canadians Are Turning Against …
It's hilarious that even now Canadians will not say a word against these majority white politicians and bureaucrats. Even at this table, there are 2 whites, 1 East Asian and 1 South Asian. Yet the …
It's hilarious that even now Canadians will not say a word against these majority white politicians and bureaucrats. Even at this table, there are 2 whites, 1 East Asian and 1 South Asian. Yet the entire country just wants the South Asians out. You will not hold a single one of your kind responsible for what is predominantly a white political and bureaucratic body. And then you wonder why you're being called racists. You people ARE. It's so much easier to direct your anger towards the brown guy than the white guy isn't it? Because then you'd have to admit that the white guy is the one holding the gun and the brown guy is the one whose shoulder is being used to rest the gun on. Good luck fixing the roots of your problems Canadians. You just carry on shouting at the symptoms.
Identity Attack0.4508763
Insult0.3388922
Profanity0.06345607
Threat0.011974656
Severe Toxicity0.017158391
Moderate 0.39021665 Constructive 0.506
Sep 28, 2025 IRCC Names India in Study …
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...
Lies, lies, and more lies. Look around you. Canadians aren’t the ones working. Vast majority are people who have been here since Trudeau became prime minister. I’m not saying that Justin burned down the ship …
Lies, lies, and more lies. Look around you. Canadians aren’t the ones working. Vast majority are people who have been here since Trudeau became prime minister. I’m not saying that Justin burned down the ship but he definitely set it on fire 🔥 🔥 🔥
Identity Attack0.18468912
Insult0.36798462
Profanity0.02126184
Threat0.06820184
Severe Toxicity0.014898917
Moderate 0.38811707 Moderate Con 0.426 Unverified_Claim
Jan 1, 2026 Deportations From Canada at Their …
I have been saying this for a decade it took me 10-12 years to get my citizenship the right way while I saw so many frauds get them in two years ALL INDIAN STUDENTS!!!
I have been saying this for a decade it took me 10-12 years to get my citizenship the right way while I saw so many frauds get them in two years ALL INDIAN STUDENTS!!!
Identity Attack0.38230872
Insult0.26395
Profanity0.12096943
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.38811707 Constructive 0.567 Personal_Narrative
Sep 29, 2025 17 likes IRCC Names India in Study …
This woman has a one track conversation. It’s like she was brainwashed to say only 6 sentences in different variations.
This woman has a one track conversation. It’s like she was brainwashed to say only 6 sentences in different variations.
Identity Attack0.17070955
Insult0.40243408
Profanity0.10549548
Threat0.0077802283
Severe Toxicity0.011672974
Moderate 0.38811707 Low Con 0.158 Meta_Commentary
Feb 24, 2026 2 likes 'We do know that there's …
Did he say Africans from sub Sahara intelligence is bellow down syndrome, that's not true
Did he say Africans from sub Sahara intelligence is bellow down syndrome, that's not true
Identity Attack0.46028158
Insult0.36021477
Profanity0.13873272
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.38601747 Low Con 0.217 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
10:53 thre we go.. if you say yes.. you should be deported immediately.. you’re using canada.. that spot could have gone to someone who really wanted to make canada their identity and home.. This is …
10:53 thre we go.. if you say yes.. you should be deported immediately.. you’re using canada.. that spot could have gone to someone who really wanted to make canada their identity and home.. This is what really pisses me off wit this.
Identity Attack0.10699738
Insult0.33964422
Profanity0.2268346
Threat0.01750142
Severe Toxicity0.015867263
Moderate 0.38601747 Moderate Con 0.449 Policy_Critique
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
1:55 I have no words except to say this… Push to far and see what happens! Canadians are going to rise up and destroy these foul beasts Y’all are going to regret whats coming I …
1:55 I have no words except to say this… Push to far and see what happens! Canadians are going to rise up and destroy these foul beasts Y’all are going to regret whats coming I promise LONG LIVE THE REAL CANADA 🇨🇦 THE TRUE NORTH STRONG AND FREE!!! 💪🏼
Identity Attack0.22631748
Insult0.36709076
Profanity0.10178173
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.38434127 Moderate Con 0.39
Aug 27, 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.