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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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30,738 comments · Page 301 of 1230
Because you guys allowed poor quality immigrants
Because you guys allowed poor quality immigrants
Identity Attack0.43896464
Insult0.3470427
Profanity0.0913099
Threat0.008013252
Severe Toxicity0.017093835
Moderate 0.4013387 Low Con 0.22
Aug 25, 2025 20 likes Why Canadians Are Turning Against …
They spread like cancer all other the world 🙄
They spread like cancer all other the world 🙄
Identity Attack0.08004672
Insult0.26957804
Profanity0.19032755
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.4013387 Low Con 0.192 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Heroinn Heroin den 70% of them are truck drivers and they smoke heroin secretly from their families and they use meth, they drive cars like crazy and endanger people by increasing the price of insurance.
Heroinn Heroin den 70% of them are truck drivers and they smoke heroin secretly from their families and they use meth, they drive cars like crazy and endanger people by increasing the price of insurance.
Identity Attack0.01656105
Insult0.45758462
Profanity0.08128801
Threat0.012492486
Severe Toxicity0.011978149
Moderate 0.4013387 Moderate Con 0.386 Unverified_Claim
Feb 12, 2026 Inside Canada's Indian Invasion...
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Identity Attack0.4907465
Insult0.20668297
Profanity0.05017922
Threat0.13313138
Severe Toxicity0.022710243
Moderate 0.4013387 Moderate Con 0.347 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Stolen land!! What ever!! A native teen got shot dead when he was on the "property"of a "land owner", He was sleeping in the back of the car. They had broken down near by and …
Stolen land!! What ever!! A native teen got shot dead when he was on the "property"of a "land owner", He was sleeping in the back of the car. They had broken down near by and were asking for help, he saw they were native and just got indignant, entitled and privileged. He saw , he knew ..stolen land, what3ver!! Those WhoSay that don't even know a first Nations person. I stand by our immigration rules❤. You break our laws, you face the consequences ❤. Deport them ❤.
Identity Attack0.36702603
Insult0.28586254
Profanity0.06646215
Threat0.34804323
Severe Toxicity0.023106033
Moderate 0.4013387 Constructive 0.564 Moral_Argument
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
We're a third world welfare destination country.... Canada is a failed nation
We're a third world welfare destination country.... Canada is a failed nation
Identity Attack0.38208112
Insult0.40243408
Profanity0.038655918
Threat0.0072882893
Severe Toxicity0.014317908
Moderate 0.4013387 Low Con 0.251
Jan 27, 2026 Inside Canada's Indian Invasion...
Shame on @rocanews for platforming lies and nonsense. Have multiple people claim that folks here don't have their " papers " without the research to back it up is wild. Also to claim they don't …
Shame on @rocanews for platforming lies and nonsense. Have multiple people claim that folks here don't have their " papers " without the research to back it up is wild. Also to claim they don't pay taxes is also Wild. And to claim that they don't have jobs is also wild. Also the white lady who bold face declared the Brampton used to be majority White, and is now upset that it's not is very telling lol. In her own words it used to be Multicultural but it's now bicultural. The gag is when it was majority white it wasn't bicultural because to her white people are always the norm lol. I'd like more evidence into how the Indian population has not assimilated. Wearing their own cultural clothes and worshiping where they choose to does not mean you have in a simulated LOL. Giving the mic to folks to spew unchecked nonsense is wild and you should all be utterly ashamed of yourselves. Did you feature any gudwara? Those are Sikh temples that provide lunger AKA free meals to people of any background. I've gone to Vancouver and seen it filled with tons of white and black who but looking for a meal and they were not turned away.
Identity Attack0.34000012
Insult0.40243408
Profanity0.12096943
Threat0.011379151
Severe Toxicity0.020257099
Moderate 0.4013387 Constructive 0.678
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
UK, Canada, Australia, New Zealand and Sweden. Has been sold out by it's woke women and softy men. Remember it only took 100 years of women to vote for the greatest civilizations to collapse. Remember …
UK, Canada, Australia, New Zealand and Sweden. Has been sold out by it's woke women and softy men. Remember it only took 100 years of women to vote for the greatest civilizations to collapse. Remember this white people this coming from a brown dude.
Identity Attack0.48915586
Insult0.26957804
Profanity0.077731855
Threat0.012647836
Severe Toxicity0.019611536
Moderate 0.4013387 Moderate Con 0.34
Jan 27, 2026 Inside Canada's Indian Invasion...
💩💩 poopjeets
💩💩 poopjeets
Identity Attack0.08170113
Insult0.40243408
Profanity0.43781817
Threat0.0101363575
Severe Toxicity0.16960317
Moderate 0.4013387 Moderate Con 0.338
Sep 25, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
probably the worst race objectively
probably the worst race objectively
Identity Attack0.4054415
Insult0.25602314
Profanity0.19278693
Threat0.015602129
Severe Toxicity0.023076924
Moderate 0.4013387 Low Con 0.235 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I think we can all agree we don't want our countries to become India😏
I think we can all agree we don't want our countries to become India😏
Identity Attack0.4911651
Insult0.18977246
Profanity0.13256322
Threat0.04233929
Severe Toxicity0.02411546
Moderate 0.4013387 Moderate Con 0.367 Comparative_Framing
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
sick of them stop the mass immigration sooner see a farm
sick of them stop the mass immigration sooner see a farm
Identity Attack0.28622448
Insult0.36798462
Profanity0.094542764
Threat0.036149003
Severe Toxicity0.019740647
Moderate 0.4013387 Low Con 0.254 Fear_Threat
Feb 10, 2026 Inside Canada's Indian Invasion...
Good, the less percentage of whites, the better. Also, Brampton has been the fast growing city for at least a decade know. All of the development is from Indians, and produces job and businesses. Whites …
Good, the less percentage of whites, the better. Also, Brampton has been the fast growing city for at least a decade know. All of the development is from Indians, and produces job and businesses. Whites are just "pressed" because the jobs are going to Indians.
Identity Attack0.50515765
Insult0.20201176
Profanity0.099305905
Threat0.011974656
Severe Toxicity0.022322904
Moderate 0.4013387 Constructive 0.624 Identity Attack Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
Bribing and importing illiterate villagers who have zero to offer, just to get Liberal votes is reprehensible. ..
Bribing and importing illiterate villagers who have zero to offer, just to get Liberal votes is reprehensible. ..
Identity Attack0.099899694
Insult0.46774593
Profanity0.026180768
Threat0.008052089
Severe Toxicity0.0074768066
Moderate 0.4013387 Low Con 0.18 Moral_Argument
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
These India ppl increase house rent if you no India person 🤦🏽‍♀️ and they are very disrespectful they don’t understand simple English
These India ppl increase house rent if you no India person 🤦🏽‍♀️ and they are very disrespectful they don’t understand simple English
Identity Attack0.4508763
Insult0.32211447
Profanity0.10363861
Threat0.01052473
Severe Toxicity0.023076924
Moderate 0.4013387 Moderate Con 0.32
Oct 24, 2025 IRCC Names India in Study …
Western governements are all traitorous
Western governements are all traitorous
Identity Attack0.31015682
Insult0.40243408
Profanity0.20808282
Threat0.011379151
Severe Toxicity0.015802706
Moderate 0.4013387 Low Con 0.128 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Just think how many Canadian jobs they stole... And they're pagans...😂
Just think how many Canadian jobs they stole... And they're pagans...😂
Identity Attack0.37292135
Insult0.42167732
Profanity0.03239325
Threat0.008246276
Severe Toxicity0.012359619
Moderate 0.4013387 Low Con 0.24
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Most of these illegal activities are done by Punjabis.
Most of these illegal activities are done by Punjabis.
Identity Attack0.48990932
Insult0.26957804
Profanity0.12639372
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.4013387 Low Con 0.248 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Indians are getting back to their land. 😂😂😂
Indians are getting back to their land. 😂😂😂
Identity Attack0.46028158
Insult0.18480228
Profanity0.110447146
Threat0.01508414
Severe Toxicity0.023076924
Moderate 0.4013387 Low Con 0.197 Humor_Satire
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
يخرب ابو ععنصريه
يخرب ابو ععنصريه
Identity Attack0.16373143
Insult0.4378843
Profanity0.32479182
Threat0.044278983
Severe Toxicity0.17009245
Moderate 0.4013387 Low Con 0.177 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Its not just brampton. They are fking everywhere. My walmart, costco in Brampton flooded always think im in new delhi
Its not just brampton. They are fking everywhere. My walmart, costco in Brampton flooded always think im in new delhi
Identity Attack0.06431354
Insult0.24287975
Profanity0.46460027
Threat0.009256045
Severe Toxicity0.023076924
Moderate 0.4013387 Moderate Con 0.434
Dec 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Cause they’ve always been racist but polite about it. Lmfao. As a native person I know this to be true as fawk. 😂😂😂😂😂😂😂
Cause they’ve always been racist but polite about it. Lmfao. As a native person I know this to be true as fawk. 😂😂😂😂😂😂😂
Identity Attack0.26833034
Insult0.344702
Profanity0.26735115
Threat0.009074804
Severe Toxicity0.023076924
Moderate 0.4013387 Moderate Con 0.352
Aug 26, 2025 Why Canadians Are Turning Against …
Be grateful they are Sikhs and not Muslim s
Be grateful they are Sikhs and not Muslim s
Identity Attack0.5108175
Insult0.25404143
Profanity0.12220735
Threat0.01698343
Severe Toxicity0.023552058
Moderate 0.4013387 Moderate Con 0.333 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I really hope you read this Tyler! You are a sad excuse for a journalist and I wish you nothing but the worst luck.
I really hope you read this Tyler! You are a sad excuse for a journalist and I wish you nothing but the worst luck.
Identity Attack0.012340514
Insult0.4339631
Profanity0.04792466
Threat0.08089764
Severe Toxicity0.013478675
Moderate 0.4013387 Moderate Con 0.386 Meta_Commentary
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
The White erasure of the West must end
The White erasure of the West must end
Identity Attack0.47178617
Insult0.16773392
Profanity0.18909787
Threat0.13815513
Severe Toxicity0.023692908
Moderate 0.4013387 Low Con 0.23 Identity_Assertion
Jan 29, 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.