Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "This is how a GREAT …" 542 comments · Page 1 of 22
This guy with fuck finger…. fuck all of them, deport Men on bike is great
This guy with fuck finger…. fuck all of them, deport Men on bike is great
Identity Attack0.37432748
Insult0.6306599
Profanity0.86331284
Threat0.42643023
Severe Toxicity0.50703704
Toxic 0.9209984 Low Con 0.231 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Mans soooo racist that’s there’s levels to it. Subsaharan Africans are some of the most intelligent and successful immigrant groups in the western world but his anti-black racism just blinded him meanwhile he’s a low …
Mans soooo racist that’s there’s levels to it. Subsaharan Africans are some of the most intelligent and successful immigrant groups in the western world but his anti-black racism just blinded him meanwhile he’s a low life white trash too dumb and poor to have left in the great white flight so he just scapegoats the legacy racial group fro racists. What a piece of shit. That’s why your leaders are replacing you fucks because you can’t do shit.
Identity Attack0.6649212
Insult0.7775208
Profanity0.8089582
Threat0.07629784
Severe Toxicity0.48355904
Toxic 0.90451443 Moderate Con 0.369 Identity Attack Insult Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
So many idoits are buying the narrative "ohh low birth rate" how can you belive that when say 5yrs ago the "experts" were saying we are to populated. Like turn your fucking brain on! The …
So many idoits are buying the narrative "ohh low birth rate" how can you belive that when say 5yrs ago the "experts" were saying we are to populated. Like turn your fucking brain on! The world was at a balance! But the jewish WEF elites are pushing the kalergi plan agenda also known as the great replacement. Remember Trudeau talking about a reset? What do you think that meant? Remember him going to India for "deals"? Come on people! Wake the fuck up! Our governments sold us out to the WEF agenda and we have to fight or we lose everything
Identity Attack0.46028158
Insult0.755201
Profanity0.70864636
Threat0.060766358
Severe Toxicity0.3735507
Toxic 0.8299589 Moderate Con 0.363 Insult Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
Thanks for giving a voice to the racist idiots on your channel! Tyler, you are doing a great job bringing these cockroaches out! Yourself being one 😂
Thanks for giving a voice to the racist idiots on your channel! Tyler, you are doing a great job bringing these cockroaches out! Yourself being one 😂
Identity Attack0.40351558
Insult0.7497506
Profanity0.43900812
Threat0.04167421
Severe Toxicity0.34966052
Toxic 0.8115627 Low Con 0.29 Insult Meta_Commentary
Feb 7, 2026 Inside Canada's Indian Invasion...
13:39 if the town growing fast and changing the cultural and demographic fabric to the country you escaped from is a good thing then you can fuck off back to where you came from if …
13:39 if the town growing fast and changing the cultural and demographic fabric to the country you escaped from is a good thing then you can fuck off back to where you came from if it’s so great.
Identity Attack0.18705739
Insult0.4962726
Profanity0.70864636
Threat0.060119797
Severe Toxicity0.35368225
Toxic 0.78207105 Moderate Con 0.334 Fear_Threat
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
For his information, we have great African doctors, lawyers, inventors, scientists, artists and we don’t want MacDonald jobs. We work for the big money. We own businesses in Canada and we are employers of labour. …
For his information, we have great African doctors, lawyers, inventors, scientists, artists and we don’t want MacDonald jobs. We work for the big money. We own businesses in Canada and we are employers of labour. I for one I’m a medical doctor and all his descendants or ancestors could never have the brains to have as many degrees as Africans. So fck that btch of a man.
Identity Attack0.5051593
Insult0.6675394
Profanity0.759977
Threat0.046218675
Severe Toxicity0.35094213
Toxic 0.7675452 Constructive 0.559 Identity Attack Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
If India is such a great country why do all of these people have to leave it. Could it be that India sucks.
If India is such a great country why do all of these people have to leave it. Could it be that India sucks.
Identity Attack0.6458014
Insult0.58196646
Profanity0.542788
Threat0.009023022
Severe Toxicity0.20984669
Toxic 0.7675452 Low Con 0.263 Identity Attack Insult Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Come to Canada and then vanish, awesome job Literals! Also great job on mass immigration of Muslims taking everything we worked for. Nice to see this shit government giving 3rd world countries everything for FREE, …
Come to Canada and then vanish, awesome job Literals! Also great job on mass immigration of Muslims taking everything we worked for. Nice to see this shit government giving 3rd world countries everything for FREE, then treating us REAL Canadians like 3rd world garbage, awesome!
Identity Attack0.65625757
Insult0.6500014
Profanity0.5711371
Threat0.13751452
Severe Toxicity0.35368225
Toxic 0.76197964 Low Con 0.229 Identity Attack Insult
Oct 1, 2025 IRCC Names India in Study …
Canada is fucking joke. End Immigration for the next 10 years and make Canada great again
Canada is fucking joke. End Immigration for the next 10 years and make Canada great again
Identity Attack0.47178617
Insult0.48569724
Profanity0.70864636
Threat0.026307223
Severe Toxicity0.24482845
Toxic 0.7570315 Low Con 0.181
Oct 1, 2025 IRCC Names India in Study …
Thank you trump for keeping the trash out of our great country....🇺🇲
Thank you trump for keeping the trash out of our great country....🇺🇲
Identity Attack0.0031351622
Insult0.64735156
Profanity0.0038718842
Threat0.00042728952
Severe Toxicity0.000013161015
Toxic 0.75001085 Insult Identity_Assertion
Dec 8, 2025 5 likes
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 …
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, …
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, Top 1 HDI, the good version of America. Sad to see how it turned out, same shit for Australia, glad we don't have this in france yet
Identity Attack0.46028158
Insult0.4339631
Profanity0.78491896
Threat0.011430934
Severe Toxicity0.24482845
Moderate 0.68408644 Constructive 0.624 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I am an Immigrant and I dont support the Idiots from my country coming here and cheating and showing that some primitive culture is great !!! I support Canada
I am an Immigrant and I dont support the Idiots from my country coming here and cheating and showing that some primitive culture is great !!! I support Canada
Identity Attack0.4887047
Insult0.6991143
Profanity0.39409557
Threat0.00933372
Severe Toxicity0.044870634
Moderate 0.68408644 Moderate Con 0.39 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
A Canadian calling himself white trash is a great example of how we've been taught to hate ourselves.
A Canadian calling himself white trash is a great example of how we've been taught to hate ourselves.
Identity Attack0.6227552
Insult0.5935568
Profanity0.26641908
Threat0.008919456
Severe Toxicity0.070156105
Moderate 0.6588125 Moderate Con 0.415 Identity Attack Insult Identity_Assertion
Jan 27, 2026 32 likes Inside Canada's Indian Invasion...
That's the plan the great replacement of Canadian value with Islamic devil's 👿 the WEF NWO illuminati satanic puppet sellout POS snake globalist traitorous liberal criminal syndicate is killing us.
That's the plan the great replacement of Canadian value with Islamic devil's 👿 the WEF NWO illuminati satanic puppet sellout POS snake globalist traitorous liberal criminal syndicate is killing us.
Identity Attack0.5689151
Insult0.5739874
Profanity0.29168049
Threat0.34804323
Severe Toxicity0.23125283
Moderate 0.6426206 Low Con 0.145 Identity Attack Insult
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
“They just have low intelligence.” Honestly, ONE OF US CANADIANS HAS TO FUCKING SAY IT. These liabilities literally leeching through every fibre of Ontario. It’s disgusting. I was also hit by a drunk driver, who …
“They just have low intelligence.” Honestly, ONE OF US CANADIANS HAS TO FUCKING SAY IT. These liabilities literally leeching through every fibre of Ontario. It’s disgusting. I was also hit by a drunk driver, who was an immigrant. They’re great drivers… 🫠🫠 Well enough to ruin my life.
Identity Attack0.46028158
Insult0.5678696
Profanity0.5013569
Threat0.09929679
Severe Toxicity0.16960317
Moderate 0.6426206 Constructive 0.512 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
You are the greatest country on earth. America is no longer the greatest country. The fact that you could erate people's countries and get away with it, it doesn't make you great. You are now …
You are the greatest country on earth. America is no longer the greatest country. The fact that you could erate people's countries and get away with it, it doesn't make you great. You are now a tyrant, but your time will come. You are falling cause most Americans live s***, most Americans live like dogs.
Identity Attack0.5135796
Insult0.6149945
Profanity0.47435758
Threat0.024753258
Severe Toxicity0.16960317
Moderate 0.6407703 Low Con 0.245 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
0:50 Again, the USA is far from being the best country on Earth. For the love of God, look at yourself, look how miserable your country is now. It used to be great, now you …
0:50 Again, the USA is far from being the best country on Earth. For the love of God, look at yourself, look how miserable your country is now. It used to be great, now you have shootings everyday, your president is a pdo, you pollute like crazy and you're ultra obese. I can't believe you keep saying that it's crazy.
Identity Attack0.44690517
Insult0.5935568
Profanity0.29209393
Threat0.07246469
Severe Toxicity0.16760159
Moderate 0.62136006 Moderate Con 0.412 Insult Comparative_Framing
Feb 12, 2026 Inside Canada's Indian Invasion...
its great to see immigrants complaining about another immigrant 😂 also does he know how much indians contribute to the gdp....... govt wants us fool
its great to see immigrants complaining about another immigrant 😂 also does he know how much indians contribute to the gdp....... govt wants us fool
Identity Attack0.50125694
Insult0.62169385
Profanity0.25275812
Threat0.009981008
Severe Toxicity0.023076924
Moderate 0.60311776 Low Con 0.247 Identity Attack Insult Humor_Satire
Feb 7, 2026 3 likes Inside Canada's Indian Invasion...
Disgusting . Frauds and thieves being allowed in . Our grandparents worked hard to make this a great country try , only to have leeches come in and take things for granted , thanks to …
Disgusting . Frauds and thieves being allowed in . Our grandparents worked hard to make this a great country try , only to have leeches come in and take things for granted , thanks to the Lieberal gov. My mother would be rolling over in her grave
Identity Attack0.10221587
Insult0.6308392
Profanity0.22105443
Threat0.16067244
Severe Toxicity0.024631912
Moderate 0.6027529 Moderate Con 0.375 Insult Fear_Threat
Feb 4, 2026 Inside Canada's Indian Invasion...
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)
Rape ? Let’s talk about rape . Just google the worst sex offenders, rapists /murderers like Karla homologation and Paul Bernardo who raped and killed more than a dozen women , they are great looking …
Rape ? Let’s talk about rape . Just google the worst sex offenders, rapists /murderers like Karla homologation and Paul Bernardo who raped and killed more than a dozen women , they are great looking WHITE CANADIAN, isn’t ? or Colonel Russel Williams , the Canadian airforce base commander who raped and murdered women while cross dressing at night and flying the prime minister ….another WHITE GOOD CANADIAN . what about the worst of worst serial pedophiles like the famous EPSTEIN …THAT’S A STEIN , who basically made a living raping , abusing and exploiting underage innocent white women . You see I can go on and on, but the worst of the worst when it comes to rape and sexual violence are the good old white Canadians, Americans ……
Identity Attack0.4911651
Insult0.5332045
Profanity0.32965264
Threat0.43656045
Severe Toxicity0.33047765
Moderate 0.6020386 Moderate Con 0.452 Insult Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. …
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. Turn great communities into shitholes. I didn't even know they had those big statues hanging around the city. I don't ever venture into Brampton anymore, as I don't do service calls or work as a mechanic. I basically got told, without being told they wanted a more diverse field of technicians. Over 12 years of work trying to get my mechanics license and I'm out. Guys can't even diagnose a ground on a vehicle, yet they can get the Red Seal license cause the "translator" gave them all the answers on the test. Lots of them coming over on student visas just to drop out or not go to school completely and take up basic minimum wage jobs from the actual tax payers of our Great? nation. The truck driving is also insane up north, past Thunder Bay. Trucks in ditches every 30-50 km's. Wheels coming off of trucks, turning around on the 2 lane highway in the middle of no where and gets the truck stuck cause they wanted to do a U-turn at 3am on blind corners. We driving our 3/4 ton work trucks have to pass our exits all the time cause they have their feet on the dash tailgating you. 90% of the ones that have come over, have made Canada a worse place to work/live.
Identity Attack0.27171627
Insult0.6308392
Profanity0.43272525
Threat0.011249693
Severe Toxicity0.024960563
Moderate 0.6020386 Constructive 0.749 Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I feel like this should be punishable by imprisonment to talk about like how is our government both so great and so bad at being authoritarian and shitty, it literally cant do anything competently.
I feel like this should be punishable by imprisonment to talk about like how is our government both so great and so bad at being authoritarian and shitty, it literally cant do anything competently.
Identity Attack0.09328204
Insult0.46173862
Profanity0.6321197
Threat0.053654157
Severe Toxicity0.03321367
Moderate 0.5972042 Moderate Con 0.358 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow great canada is screwed
Wow great canada is screwed
Identity Attack0.3817989
Insult0.5130944
Profanity0.44431314
Threat0.008116818
Severe Toxicity0.038593806
Moderate 0.5885171 Moderate Con 0.319 Insult
Oct 3, 2025 IRCC Names India in Study …

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.