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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: "That town is about to …" 333 comments · Page 2 of 14
Pajeets kulpreets are all over Canada from small rural communities to big towns trudope liberals elbows up ass down
Pajeets kulpreets are all over Canada from small rural communities to big towns trudope liberals elbows up ass down
Identity Attack0.18313584
Insult0.5130944
Profanity0.4756165
Threat0.038220957
Severe Toxicity0.09385906
Moderate 0.61223894 Low Con 0.138 Insult Identity_Assertion
Sep 28, 2025 6 likes IRCC Names India in Study …
Yhh that bike guy are the types of white dude who get their teeth knocked out..i really hope he can fight or he stays in his white trash town 😅
Yhh that bike guy are the types of white dude who get their teeth knocked out..i really hope he can fight or he stays in his white trash town 😅
Identity Attack0.5913144
Insult0.5270482
Profanity0.34391102
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.60311776 Moderate Con 0.367 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
So Indians came to Canada and didn't built anything or add to Canadian economy. Load of Bulsh*t . These Racists got to get some common sense. Look around you. The little town grew almost into …
So Indians came to Canada and didn't built anything or add to Canadian economy. Load of Bulsh*t . These Racists got to get some common sense. Look around you. The little town grew almost into a metropolis. Listen how casually the Red Neck says " they don't pay taxes" HAHA. Even the illegal immigrants in USA are being collected Tax from and you talking about legal Immigrants with SIN numbers.
Identity Attack0.5135796
Insult0.5739874
Profanity0.46460027
Threat0.019055385
Severe Toxicity0.16960317
Moderate 0.60311776 Moderate Con 0.332 Identity Attack Insult
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
I bet you wouldn't go to the rural South where poor white Americans rely on food stamps and government subsides to keep their shithole towns afloat.
I bet you wouldn't go to the rural South where poor white Americans rely on food stamps and government subsides to keep their shithole towns afloat.
Identity Attack0.5051593
Insult0.53014356
Profanity0.5188411
Threat0.012492486
Severe Toxicity0.15706694
Moderate 0.6027529 Low Con 0.284 Identity Attack Insult Comparative_Framing
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Tyler, go to Flushing , New Yorks new China dirty, smelly town.
Tyler, go to Flushing , New Yorks new China dirty, smelly town.
Identity Attack0.5135796
Insult0.5739874
Profanity0.11601777
Threat0.008531082
Severe Toxicity0.028730227
Moderate 0.60254884 Low Con 0.182 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
As soon as I saw the monkey statue, I knew it was Brampton. Once a beautiful quiet town now devastated by Indians turning it to a sh!thole they escaped from.
As soon as I saw the monkey statue, I knew it was Brampton. Once a beautiful quiet town now devastated by Indians turning it to a sh!thole they escaped from.
Identity Attack0.55011386
Insult0.5270482
Profanity0.5365423
Threat0.033386398
Severe Toxicity0.16960317
Moderate 0.60254884 Moderate Con 0.403 Identity Attack Insult Identity_Assertion
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada is turning into an absolute shithole country. They destroyed our small towns by flooding them with addicts and drugs, the create turf wars among various groups from around the world in our major cities. …
Canada is turning into an absolute shithole country. They destroyed our small towns by flooding them with addicts and drugs, the create turf wars among various groups from around the world in our major cities. The country is destroyed in 10 years. That's all it took. 10 years to destroy a once great nation.
Identity Attack0.44690517
Insult0.5497792
Profanity0.44890457
Threat0.047835086
Severe Toxicity0.1597006
Moderate 0.60254884 Moderate Con 0.375 Insult
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians have polluted every Town, CiTy Country they go to. Being an Indian myself, I can't deny the fact that Indians are Unhygienic. Period.
Indians have polluted every Town, CiTy Country they go to. Being an Indian myself, I can't deny the fact that Indians are Unhygienic. Period.
Identity Attack0.6458014
Insult0.4986907
Profanity0.22612886
Threat0.0287245
Severe Toxicity0.19761463
Moderate 0.6020386 Moderate Con 0.394 Identity Attack Identity_Assertion
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
Whenever you come back to Canada and you wanna see something crazy I am your guy Drove down in town from out of town with one of a kind hay wagon/home shop with $40,000 of …
Whenever you come back to Canada and you wanna see something crazy I am your guy Drove down in town from out of town with one of a kind hay wagon/home shop with $40,000 of tool in it lol In only one month got 31 breaking enter attempt 14 people threaten me with guns and crossbow lol But they’re all pussy scared of me 😂 I don’t blame them being scared they seen I was not afraid of bullet Thinking about setting them up with camera to show the world those stupid crackhead Still got videos and picture of them trying My life was a movie. and tell the police pull me over And rob 10k in front of my face with six witness
Identity Attack0.28034934
Insult0.5723624
Profanity0.46460027
Threat0.2836219
Severe Toxicity0.18232453
Moderate 0.5921536 Moderate Con 0.445 Insult Personal_Narrative
Feb 5, 2026 Inside Canada's Indian Invasion...
For this cheap, disgusting YouTuber, any non-white settlement is an invasion, but for him, European immigrants living in any individual town is not an illegal invasion.
For this cheap, disgusting YouTuber, any non-white settlement is an invasion, but for him, European immigrants living in any individual town is not an illegal invasion.
Identity Attack0.5135796
Insult0.5423875
Profanity0.2980872
Threat0.013165667
Severe Toxicity0.05742428
Moderate 0.5921536 Low Con 0.226 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Auckland, New Zealand. My home town. Totally attacked by the Indians. Some of the previously precious suburbans of Auckland are now called Little India. Rubbish everywhere, beyond reality. Aucklanders are moving away, losing money on …
Auckland, New Zealand. My home town. Totally attacked by the Indians. Some of the previously precious suburbans of Auckland are now called Little India. Rubbish everywhere, beyond reality. Aucklanders are moving away, losing money on their mortgages. It's shocking! Stop immigration !!!!
Identity Attack0.5680164
Insult0.5072643
Profanity0.15459715
Threat0.016465442
Severe Toxicity0.024772761
Moderate 0.55739564 Constructive 0.659 Identity Attack Insult Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is …
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is what our politicians and dumb liberal green-hugging lefties have imported into our once great country. The population of London is now less than 40% white, and reducing at an alarming rate. White flight is increasing fast. Outside of the cities is generally your beautiful, clean, safe and picturesque villages, towns and countryside - basically the real England/Britain, with the real people. Most cities are an absolute dump, increasingly being plagued by crime, and foreigners doing anything & everything other than working or contributing in any positive way. It's so sad. On current trends, by 2063, indigenous whites will be in the minority - 37 years time, and truth is it will lilely be quicker than that. Our only hope is Farage and Reform, but I suspect it's too late to stop the juggernaut.
Identity Attack0.45610145
Insult0.5393265
Profanity0.48510036
Threat0.026479885
Severe Toxicity0.16960317
Moderate 0.5566829 Constructive 0.686 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Pierre trudeau was the godfather of immigration, since then its been an open door policy of every bottom feeder around the world looking to suck the blood out of Canada. They don't come to embrace …
Pierre trudeau was the godfather of immigration, since then its been an open door policy of every bottom feeder around the world looking to suck the blood out of Canada. They don't come to embrace our society, they drag along their failed, demented, cultures along with them and that's why Canada is falling to a 3rd world status. That man said it "It feels like he's in his home town." yeah, they're turning Canada into fvcking india, and those of us born here who are not Indian don't want that. This is a cultural take over.
Identity Attack0.5108175
Insult0.5130944
Profanity0.46460027
Threat0.043309137
Severe Toxicity0.20067264
Moderate 0.5532103 Moderate Con 0.405 Identity Attack Insult Fear_Threat
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Sssh! It's a secret. Don't tell anyone.. 😂 Indians may lack civic sense. Why don't you look at the Mueslim only towns and cities? They are worse. They want to take over your country and …
Sssh! It's a secret. Don't tell anyone.. 😂 Indians may lack civic sense. Why don't you look at the Mueslim only towns and cities? They are worse. They want to take over your country and install sharia law and justice
Identity Attack0.6007182
Insult0.40243408
Profanity0.20916378
Threat0.02371728
Severe Toxicity0.072789766
Moderate 0.52811706 Moderate Con 0.364 Identity Attack Fear_Threat
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
BRAMPTON IS THE MOST RACIST TOWN IN CANADA!!!
BRAMPTON IS THE MOST RACIST TOWN IN CANADA!!!
Identity Attack0.46028158
Insult0.4794537
Profanity0.094219476
Threat0.0100069
Severe Toxicity0.023599008
Moderate 0.52139956 Low Con 0.16 Fear_Threat
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
It would be fine if they weren’t so dirty. They would come through my town to go to the beach and left garbage, food, and random ass things all over the store without a care. …
It would be fine if they weren’t so dirty. They would come through my town to go to the beach and left garbage, food, and random ass things all over the store without a care. They have shut down 66 illegal driving schools in Brampton in 2025 most were Indian that’s why they are such bad drivers. It’s so hard to get a job as a teen it’s fine if they want to learn our culture that’s fine but this is not India .
Identity Attack0.46028158
Insult0.48484445
Profanity0.42990944
Threat0.017156094
Severe Toxicity0.13073033
Moderate 0.51980776 Constructive 0.614 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
"Wanting your country to not turn into India is not racist" Look at some of the suburbs of Dallas where Telugu people live. Look at Oak Tree Rd Edison, NJ and the Little India section …
"Wanting your country to not turn into India is not racist" Look at some of the suburbs of Dallas where Telugu people live. Look at Oak Tree Rd Edison, NJ and the Little India section of Jersey City. Gross and disgusting. All the worst of Indian behaviors exhibited here. Why should I want this for my town or suburb in the US?
Identity Attack0.55044734
Insult0.4962726
Profanity0.16217725
Threat0.013702838
Severe Toxicity0.02458496
Moderate 0.51980776 Constructive 0.651 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I worked at a bank. I seen the amount of money refugees and immigrants receive. A family that was brought to my town from another country due to "grape" of the daughters, was given enough …
I worked at a bank. I seen the amount of money refugees and immigrants receive. A family that was brought to my town from another country due to "grape" of the daughters, was given enough money for them to have fur coats, shopping galore and the Dad was a scary perv who I was warned by his son was dangerous. And that's the kind of people they use our tax dollars to bring here. I can't afford to live and yet they can live for free while he s harasses females?? It's disgusting
Identity Attack0.41222036
Insult0.54471385
Profanity0.15019037
Threat0.012958534
Severe Toxicity0.023076924
Moderate 0.51869136 Constructive 0.635 Insult
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Sixty years ago Brampton was a farming town of 18,000 people? What a complete and utter load of shit. Sixty years ago is 1965. My family moved here in '79, and at that time it …
Sixty years ago Brampton was a farming town of 18,000 people? What a complete and utter load of shit. Sixty years ago is 1965. My family moved here in '79, and at that time it hadn't been a farming town for decades. Hell, when we moved here the Bramalea part of the city had a population well over 18,000 people, never mind Brampton as a whole. And that old church you talked about was a synagogue. I know because I grew up a few blocks from there in Professors Lake.
Identity Attack0.11512129
Insult0.4339631
Profanity0.5188411
Threat0.012337137
Severe Toxicity0.02425631
Moderate 0.51869136 Constructive 0.701
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Now think about how these Indians can even afford to buy these massive churches and temples. They make an average of like 2000 usd A YEAR IN INDIA. Even my small town in Ontario has …
Now think about how these Indians can even afford to buy these massive churches and temples. They make an average of like 2000 usd A YEAR IN INDIA. Even my small town in Ontario has multiple churches taken over by Indians. Hard to explain the anger when an old picture of your Grandfather you never met gets taken down and the church taken over in exhange for some Hindu bullshit. Also the sikh temple guy saying everything is the same - their culture is unbelievably different than any western culture. We are unfortunately just not the same and don't have the same values. Takes a lot for us Canadians to get this fed up with a foreigner. We have always been the most multicultural.
Identity Attack0.5135796
Insult0.4810288
Profanity0.44752163
Threat0.032005094
Severe Toxicity0.15706694
Moderate 0.5140397 Constructive 0.735 Identity Attack Identity_Assertion
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
listen to this descendant of lineage of evil, his direct lineage has been raping people centuries in Africa and he is deflecting here. The trace of his culture of rape is still visible in Africa …
listen to this descendant of lineage of evil, his direct lineage has been raping people centuries in Africa and he is deflecting here. The trace of his culture of rape is still visible in Africa in cities even countries e.g. Cape Verde the trace of his ancestor rape culture is visible there today. As far intelligence, I will leave him with the so called African homeless, that i am sure they out smart him in his town every day.
Identity Attack0.50515443
Insult0.47384647
Profanity0.2813443
Threat0.18597278
Severe Toxicity0.16960317
Moderate 0.50759226 Low Con 0.265 Identity Attack Unverified_Claim
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
The hate in these comments are disturbing. And so is Tyler for pushing out a video like this. It’s like going into China town and asking everyone why there’s so many asians there…and then platforming …
The hate in these comments are disturbing. And so is Tyler for pushing out a video like this. It’s like going into China town and asking everyone why there’s so many asians there…and then platforming someone that says Indians eat poo and rape is part of the African culture…I get the feeling this comment section is full of Pierre and Trump fan boys. You get my well deserved dislike Tyler
Identity Attack0.43896464
Insult0.46476576
Profanity0.31043148
Threat0.09623027
Severe Toxicity0.052940834
Moderate 0.50503236 Moderate Con 0.459 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
MR THESE 3 RD CLASS PEOPLE OF RACIST MINDS WHO LITERALLY DRINK COKE EAT BURGER TRYING TO DEMEAN INDIA CALLING PEOPLE EAT COW POOP WHERE NOT A SINGLE INDIAN DOES THAT RATHER COW DUNG USED …
MR THESE 3 RD CLASS PEOPLE OF RACIST MINDS WHO LITERALLY DRINK COKE EAT BURGER TRYING TO DEMEAN INDIA CALLING PEOPLE EAT COW POOP WHERE NOT A SINGLE INDIAN DOES THAT RATHER COW DUNG USED FOR MANURE AND AS DRIED BURNS AND COW URINE AS SYMBOLISM RITUAL OF PURITY.. 1ST GET REAL GROUND KNOWLEDGE ABOUT INDIA.. WEST SCIENTISTS PRESIDENTS CELEBRITIES CONE TO INDIA FOR ENLIGHTENMENT AND SPIRITUALISM... MAYBE SOME PEOPLE ARE CARELESS BUT INDIA IS A GREAT NATION WHERE CANADA SEES ONLY ICE AND SNOW WITH LESSER ECONOMY TRADE DEFENCE MANUFACTURING TECHNOLOGY INFRASTRUCTURE ETC INDIA HV INNUMERABLE DIALECTS TRADITIONS RICHNESS FOODS SEASONS ETC... CANADA IS BEHIND INDIA IN MULTIPLE ASPECTS BUT CIVIC SENSE MAYBE AN IMPORTANT ISSUE IN CROWDED PUBLIC MARKET TOWNS 🙏
Identity Attack0.44690517
Insult0.5130944
Profanity0.17926037
Threat0.026652548
Severe Toxicity0.14916596
Moderate 0.50503236 Constructive 0.512 Insult Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
13:44 then why left your so called own home town at first place! why you had to make it at a new place???? I'm s i c k of these people
13:44 then why left your so called own home town at first place! why you had to make it at a new place???? I'm s i c k of these people
Identity Attack0.06795148
Insult0.36798462
Profanity0.37352943
Threat0.017846745
Severe Toxicity0.02420936
Moderate 0.5024724 Moderate Con 0.451 Fear_Threat
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
2:51 you're darn right! If any ethnic people started flooding my town, I'd leave too! My town is 95% White and we'd like to keep it that way; clean and safe.
2:51 you're darn right! If any ethnic people started flooding my town, I'd leave too! My town is 95% White and we'd like to keep it that way; clean and safe.
Identity Attack0.4830652
Insult0.35677677
Profanity0.46460027
Threat0.035803676
Severe Toxicity0.070156105
Moderate 0.49139655 Constructive 0.691
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...

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.