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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: "From Canada. This is the …" 6,088 comments · Page 59 of 244
They still bring them in Canada Tim Horton, gas station McDanol, Burger King, A&W, they take over everything trucking industry they fuck it up they all engineering. That’s exactly President Trump is fighting for.
They still bring them in Canada Tim Horton, gas station McDanol, Burger King, A&W, they take over everything trucking industry they fuck it up they all engineering. That’s exactly President Trump is fighting for.
Identity Attack0.04023018
Insult0.25602314
Profanity0.44431314
Threat0.017156094
Severe Toxicity0.023076924
Moderate 0.41690505 Low Con 0.3 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
Canada deserves every bit of this, Whites should've stayed on their boat.
Canada deserves every bit of this, Whites should've stayed on their boat.
Identity Attack0.4911651
Insult0.2469859
Profanity0.09195647
Threat0.043955702
Severe Toxicity0.023076924
Moderate 0.41445592 Moderate Con 0.328 Identity_Assertion
Feb 28, 2026 3 likes Inside Canada's Indian Invasion...
4:04 Just Because Of Some Only Punjabis Urge To Go Canada You Tell Whole Country Dirty😞🫥😔
4:04 Just Because Of Some Only Punjabis Urge To Go Canada You Tell Whole Country Dirty😞🫥😔
Identity Attack0.35624164
Insult0.36709076
Profanity0.17241211
Threat0.010809537
Severe Toxicity0.023076924
Moderate 0.41445592 Low Con 0.246 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada is a JOKE
Canada is a JOKE
Identity Attack0.40883094
Insult0.40243408
Profanity0.098377466
Threat0.008582866
Severe Toxicity0.021031776
Moderate 0.41445592 Low Con 0.203 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Canada is a land of immigrants, mfs Canada will become Khalistan .
Canada is a land of immigrants, mfs Canada will become Khalistan .
Identity Attack0.46028158
Insult0.3388922
Profanity0.2124067
Threat0.013476364
Severe Toxicity0.023552058
Moderate 0.41445592 Low Con 0.141 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Kick them out of Canada.
Kick them out of Canada.
Identity Attack0.30256465
Insult0.1378885
Profanity0.07708528
Threat0.5195707
Severe Toxicity0.023076924
Moderate 0.41445592 Low Con 0.179 Threat Call_To_Action
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much …
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much more pushy with their religions. I have no respect for that. So there might be a lot of them, but they don't ruin it as per say. As long as they don't shit on the beach and use garbage cans and not sidewalks. I won't go to india an impose my belief or way of living. And i don't think they do that in canada either. But others do it. Sadly, by association of the religion, some will see them as the same people. Anyways we're in 2026, religions are stone age laws to scare people. Now we have actual laws that are based on being a decent person, not the winner or the best, or the only right way. No need for some boogeyman in the sky to scare you, 10 years in prison should be enough to make you behave like a decent human. Even 1 month is enough for me to not be some idiot. We had horses, now we have cars. We had gods, now we have laws. Simple evolution and progress. Well some countries didn't get that update apparently. And noooo, if i say one bad word about an ideology, not a race (yaaawn, human race, all the same) i will be hunted down. That should tell you everything about the situation. You don't like my ideas? Ok, you do you. I don't like your ideas? Throw me off a roof? I'm sorry what? Should all be banned worldwide. Believe what you want, don't impose your ignorance on others. Especially not with force or threats.
Identity Attack0.3817989
Insult0.36798462
Profanity0.4193644
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.654 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and …
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and the city was a great blue collar town to spend time in… ever since the Indian invasion I almost never go, seeing people defaecate and urinate frequently in public, the abhorrent driving, the dirtiness, & the incredible rudeness of the Indian population has made me not visit in yrs now. It’s getting worse in other areas like Niagara as well, where the same problem is occurring. What kills me is that if anyone who’s white speaks up about this the pathetic liberals instantly call you a “bigot” or a “Racist” for simply stating facts and expressing how MANY of us are feeling. A vast majority of Canadians had NO problem with the initial influx of Indians moving here in the early 2000’s they came over we’re very respectful, assimilated, became Canadians, & respected Canada and Canadians… this last 15 yrs has been the exact opposite.
Identity Attack0.4453683
Insult0.40243408
Profanity0.26735115
Threat0.030623792
Severe Toxicity0.023927659
Moderate 0.41168427 Constructive 0.738 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Quebec like canada and usa. Only white immigrants from Isreal and Ukraine = real Canadians.
Quebec like canada and usa. Only white immigrants from Isreal and Ukraine = real Canadians.
Identity Attack0.5135796
Insult0.21602537
Profanity0.034397304
Threat0.007689608
Severe Toxicity0.019611536
Moderate 0.41168427 Low Con 0.113 Identity Attack
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
Canada is my least favorite Indian country
Canada is my least favorite Indian country
Identity Attack0.5135796
Insult0.16861114
Profanity0.108590275
Threat0.009074804
Severe Toxicity0.023076924
Moderate 0.41168427 Moderate Con 0.328 Identity Attack Identity_Assertion
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians need Trump. Or else Canada will get 1000% worst in the next 10-20 years if nothing changes This year only 35% of Canadians voted. We need to vote out the Cancerous Liberal Party. Being …
Canadians need Trump. Or else Canada will get 1000% worst in the next 10-20 years if nothing changes This year only 35% of Canadians voted. We need to vote out the Cancerous Liberal Party. Being a liberal on Planet Earth should be illegal. They have done more damage then the Germans did
Identity Attack0.3817989
Insult0.42367843
Profanity0.07047026
Threat0.024235269
Severe Toxicity0.017868511
Moderate 0.41168427 Low Con 0.29
Jan 5, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
Good luck but you are bit late…..There is a big difference between Sikh and Khalistani ….Khalistanis are extrimist groups they live along with good Sikhs…. They both wear Turban…this khalistanis thwy Come to canada they …
Good luck but you are bit late…..There is a big difference between Sikh and Khalistani ….Khalistanis are extrimist groups they live along with good Sikhs…. They both wear Turban…this khalistanis thwy Come to canada they fake asylum seekers…recently khalistanis in Canada has attacked Hindu communities in canada and police has done nothing to stop protect them ….they have attacked Hindu Temples and police were just watching them…they also burned down Indian consulate in San Francisco two years back they constantly threatened Indian embassy Indian consulate ambassador….if you think they have just attacked Indian or Hindus they don’t attacked Canadian…but you might be living in delusion they can turn around on actual Canadian also if you think you are red neck they are 10 time more red neck than you …so you are late they are all over places in your Government , they have formed political parties too they are in yoyr country airport security,Government offices,Border security all over so Good luck…There are millions and millions good Sikhs In India who Loves India and serve India too with pride,…just search for Gurupatwant singh pannun he runs khalistanis extrimist movement from your country Canada and also from America
Identity Attack0.48915586
Insult0.37960073
Profanity0.085167445
Threat0.13815513
Severe Toxicity0.02373986
Moderate 0.41168427 Constructive 0.634
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
They want to make Canada look like India, but don't want to improve their own country? F that. I'd be pissed if my elders tried to force their customs and beliefs onto another in Canada …
They want to make Canada look like India, but don't want to improve their own country? F that. I'd be pissed if my elders tried to force their customs and beliefs onto another in Canada or America. Jewish are doing it too. They don't assimilate whileaking you pay for their welfare.
Identity Attack0.45348886
Insult0.34101152
Profanity0.29984993
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.41168427 Constructive 0.562 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
If you're out here going "oh poor Canada, I hope they fix this immigration issue"... But you downplay the US..... Stay the hell out of the US 😂 the OP is cool tho, he's tryna …
If you're out here going "oh poor Canada, I hope they fix this immigration issue"... But you downplay the US..... Stay the hell out of the US 😂 the OP is cool tho, he's tryna expose it
Identity Attack0.2803029
Insult0.34101152
Profanity0.35597226
Threat0.018882722
Severe Toxicity0.023076924
Moderate 0.41168427 Moderate Con 0.431 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
They’re awful and need to go home. Can’t even call the bank without not understanding what they’re saying or eat take out food that doesn’t taste like Indian spices or walk down the street and …
They’re awful and need to go home. Can’t even call the bank without not understanding what they’re saying or eat take out food that doesn’t taste like Indian spices or walk down the street and only hear Indian music…my daughters class last year was only Indian and Arabic kids and the principal was Indian how are they gonna teach Canadian culture and education I’d ask what she did in school she said learned Indian dances. I’m 11 generations Canadian and they completely chaged our small home towns and neighbour hoods we have our own customs and cultures and it’s all gone now also there’s so much rape and assault charges or teachers molesting kids or men in girls bathroom and it’s Indian men!!! Disgusting and sad I used to love being Canadian now I hate Canada
Identity Attack0.37730414
Insult0.43158367
Profanity0.11725569
Threat0.013579931
Severe Toxicity0.021806452
Moderate 0.41168427 Constructive 0.627
Sep 1, 2025 Why Canadians Are Turning Against …
Canada: Disneyland for organized criminals. Come one, come all.
Canada: Disneyland for organized criminals. Come one, come all.
Identity Attack0.3817989
Insult0.40243408
Profanity0.026454043
Threat0.013165667
Severe Toxicity0.015286255
Moderate 0.41168427 Low Con 0.099 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Paying cash at McDonald’s for your coffee? Double check they got the correct number of sugar and cream on your order (they don’t understand English well enough to work here and if you say 2 …
Paying cash at McDonald’s for your coffee? Double check they got the correct number of sugar and cream on your order (they don’t understand English well enough to work here and if you say 2 cream all they hear is 1 cream). Then check your change because they don’t even know how to count Canadian change back and they are taking jobs from born Canadians because they can pay them crap and abuse them. Immigrants allowing corporations to abuse them in Canada is ruining Canadas job environment. Get the f out
Identity Attack0.36702603
Insult0.4125297
Profanity0.30690086
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.41168427 Constructive 0.517
Sep 1, 2025 How Canada broke its immigration …
Canada is getting nonsense
Canada is getting nonsense
Identity Attack0.31015682
Insult0.42167732
Profanity0.12903778
Threat0.007521313
Severe Toxicity0.012130737
Moderate 0.40891263 Moderate Con 0.304
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is REAPING fruits of Supporting TERRORISTS from INDIA, namely KHALISTANI in the name of Freedom of Speech. What was Canadeans were expecting? Something NICE out of such SUPPORT? 😂😂😂
Canada is REAPING fruits of Supporting TERRORISTS from INDIA, namely KHALISTANI in the name of Freedom of Speech. What was Canadeans were expecting? Something NICE out of such SUPPORT? 😂😂😂
Identity Attack0.44690517
Insult0.36193377
Profanity0.026044132
Threat0.011068452
Severe Toxicity0.023076924
Moderate 0.40891263 Low Con 0.2
Aug 25, 2025 Why Canadians Are Turning Against …
12:55 That Sikh man is the most rational person in this whole video compared to all the white people complaining that THEY’RE the “minority” now. Keep in mind Canada was NEVER a white country. Racism …
12:55 That Sikh man is the most rational person in this whole video compared to all the white people complaining that THEY’RE the “minority” now. Keep in mind Canada was NEVER a white country. Racism needs to die.
Identity Attack0.46028158
Insult0.22770336
Profanity0.08225787
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.40891263 Moderate Con 0.469 Identity_Assertion
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Fun fact Canada is ranked 3rd most racist country
Fun fact Canada is ranked 3rd most racist country
Identity Attack0.458714
Insult0.34548226
Profanity0.05017922
Threat0.0074048014
Severe Toxicity0.019224197
Moderate 0.40891263 Low Con 0.169 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Kick them out of Canada.
Kick them out of Canada.
Identity Attack0.29798782
Insult0.13064787
Profanity0.07449899
Threat0.5195707
Severe Toxicity0.023076924
Moderate 0.40891263 Low Con 0.179 Threat Call_To_Action
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
I love the bike guy, speaks the truth! Canadas so clapped Indians ruined it
I love the bike guy, speaks the truth! Canadas so clapped Indians ruined it
Identity Attack0.4911651
Insult0.3388922
Profanity0.099305905
Threat0.026479885
Severe Toxicity0.021935565
Moderate 0.40891263 Moderate Con 0.449 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
they will destroy canada like they destroyed india
they will destroy canada like they destroyed india
Identity Attack0.40883094
Insult0.11464815
Profanity0.07047026
Threat0.43137276
Severe Toxicity0.023076924
Moderate 0.40891263 Low Con 0.255 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Poopjeets have and are destroying Canada!
Poopjeets have and are destroying Canada!
Identity Attack0.24462871
Insult0.38406035
Profanity0.20808282
Threat0.13127698
Severe Toxicity0.023076924
Moderate 0.40614098 Low Con 0.164
Jan 27, 2026 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.