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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "They ruined this country for …" 134 comments · Page 1 of 6
They are so fucking dirty fuck Trudeau ruined this country and I’m not being racist you’d say it to as a Canadian citizen
They are so fucking dirty fuck Trudeau ruined this country and I’m not being racist you’d say it to as a Canadian citizen
Identity Attack0.3817989
Insult0.71551245
Profanity0.86331284
Threat0.055917133
Severe Toxicity0.45895407
Toxic 0.93383175 Moderate Con 0.32 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm so fucking sick of them and I don't give a single fuck what anyone has to say, they're inherently and objectively ruining this country.
I'm so fucking sick of them and I don't give a single fuck what anyone has to say, they're inherently and objectively ruining this country.
Identity Attack0.24970764
Insult0.5739874
Profanity0.87472564
Threat0.058826666
Severe Toxicity0.4195425
Toxic 0.9029226 Moderate Con 0.362 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada sucks so bad now, so many dirty Indians ruining our country
Canada sucks so bad now, so many dirty Indians ruining our country
Identity Attack0.7856228
Insult0.7218519
Profanity0.6001929
Threat0.020609349
Severe Toxicity0.44787344
Toxic 0.89241093 Moderate Con 0.308 Identity Attack Insult Identity_Assertion
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
these disgusting stinky Indians should be deported from this country. it was a clean country before but now stinky disgusting Indians ruined it
these disgusting stinky Indians should be deported from this country. it was a clean country before but now stinky disgusting Indians ruined it
Identity Attack0.8182097
Insult0.7775208
Profanity0.46460027
Threat0.19862294
Severe Toxicity0.47886345
Toxic 0.88599813 Low Con 0.265 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
the new immigrants ruin it for the older ones who had already assimilated to the culture and left the shithole country behind bc it is a literal shit hole
the new immigrants ruin it for the older ones who had already assimilated to the culture and left the shithole country behind bc it is a literal shit hole
Identity Attack0.57150364
Insult0.65865606
Profanity0.7785769
Threat0.021127338
Severe Toxicity0.35368225
Toxic 0.8629672 Moderate Con 0.314 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed …
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed off lives are being ruined destroyed!!! This was not happening 10 yrs ago canada was still canada now I dont recognize the very country I was born and raised in 53 yrs I dont even know the country anymore!!!!!! Sooooo f**&^^ ing angry!!
Identity Attack0.37082586
Insult0.71551245
Profanity0.6001929
Threat0.06593887
Severe Toxicity0.35368225
Toxic 0.8403191 Moderate Con 0.421 Insult Call_To_Action
Sep 4, 2025 Why Canadians Are Turning Against …
They all are social parasites cockroaches that are ruining canada and need to de deported ASAP all the stupid staues need to be taken down they have nothing to do with canada and look stupid …
They all are social parasites cockroaches that are ruining canada and need to de deported ASAP all the stupid staues need to be taken down they have nothing to do with canada and look stupid there all have nothing to offer canada and there brining the country down fast
Identity Attack0.34974504
Insult0.8082062
Profanity0.36230123
Threat0.13616586
Severe Toxicity0.23223771
Toxic 0.8299589 Low Con 0.247 Insult Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Disgusting hindu's ruined this country.
Disgusting hindu's ruined this country.
Identity Attack0.71720207
Insult0.6675394
Profanity0.39498812
Threat0.13815513
Severe Toxicity0.35515398
Toxic 0.76197964 Low Con 0.232 Identity Attack Insult Identity_Assertion
Aug 31, 2025 Why Canadians Are Turning Against …
The liberal parasites are ruining Canada, who voted for them? Too many are stupid? Than this country will no longer remain part of the "west"..and will fall down to the third world religious idiots level …
The liberal parasites are ruining Canada, who voted for them? Too many are stupid? Than this country will no longer remain part of the "west"..and will fall down to the third world religious idiots level (India, Pakistan, etc.)..so most intellignet people will leave to the US or Europe? Europe is also being destroyed by the simiral liberal tribe..(Soros, Starmer, Merz, Zelensky etc.) so it leaves only Trump, who finally removes them from power?
Identity Attack0.46028158
Insult0.7657292
Profanity0.29209393
Threat0.02440793
Severe Toxicity0.11756202
Toxic 0.7510937 Low Con 0.221 Insult
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Be it foreigners piling into a country or Californians piling into Texas or Florida. Why have all your shit*y policies and customs ruin your country/state only to move somewhere else to try to enforce your …
Be it foreigners piling into a country or Californians piling into Texas or Florida. Why have all your shit*y policies and customs ruin your country/state only to move somewhere else to try to enforce your sh*t ideas on them? Why? What sense does this make. Ok our policies have ruined this place, sooooo, let's move to that good place and implement our sh*t policies on them.. makes sense to me what's your problem?? Lol D.W.R.
Identity Attack0.41052565
Insult0.5935568
Profanity0.6750904
Threat0.017674083
Severe Toxicity0.23224287
Toxic 0.7308154 Moderate Con 0.337 Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Fuq the new Canada my country is ruined
Fuq the new Canada my country is ruined
Identity Attack0.43256098
Insult0.46476576
Profanity0.6370159
Threat0.03235042
Severe Toxicity0.24482845
Moderate 0.6863638 Low Con 0.246 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberal Party fck up Canada, ruins our country.
Liberal Party fck up Canada, ruins our country.
Identity Attack0.36702603
Insult0.5130944
Profanity0.5724795
Threat0.058826666
Severe Toxicity0.16960317
Moderate 0.6611249 Low Con 0.208 Insult
Sep 12, 2025 Why Canadians Are Turning Against …
I get so mad at how badly Trudeaus government ruined Canada but then I remember that most the country still votes for these policies. I have to remind myself that I'm the idiot.
I get so mad at how badly Trudeaus government ruined Canada but then I remember that most the country still votes for these policies. I have to remind myself that I'm the idiot.
Identity Attack0.051580742
Insult0.68668073
Profanity0.37352943
Threat0.0089712385
Severe Toxicity0.021419114
Moderate 0.65996873 Constructive 0.505 Insult Personal_Narrative
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Ruined our economy and good luck finding any entry level jobs for your children. Completely destroyed the country. They're even dumping garbage on the side of streets and poaching the wildlife. They're shitting on our …
Ruined our economy and good luck finding any entry level jobs for your children. Completely destroyed the country. They're even dumping garbage on the side of streets and poaching the wildlife. They're shitting on our beaches!
Identity Attack0.08749158
Insult0.5130944
Profanity0.5643384
Threat0.024753258
Severe Toxicity0.06488878
Moderate 0.6407703 Moderate Con 0.422 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Glad Indians are ruining white countries, these p3does deserve much worse 😂
Glad Indians are ruining white countries, these p3does deserve much worse 😂
Identity Attack0.6458014
Insult0.4596616
Profanity0.3496935
Threat0.34804323
Severe Toxicity0.23224458
Moderate 0.62702215 Low Con 0.166 Identity Attack Identity_Assertion
Feb 9, 2026 Inside Canada's Indian Invasion...
They need to go back., immigrants need to quit running from their native born lands problems., stay and fight and make a change, or die trying… don’t migrate to other countries and ruin them like …
They need to go back., immigrants need to quit running from their native born lands problems., stay and fight and make a change, or die trying… don’t migrate to other countries and ruin them like you ruined your own country…. Or roach out and run… like a coward…. I look at all immigrants as cowards…. I’ll die fighting for change in my country…. There all cowards. Being a coward is one of the absolute worst things to be labeled in life….
Identity Attack0.4931391
Insult0.6308392
Profanity0.1612468
Threat0.06205949
Severe Toxicity0.024960563
Moderate 0.6027529 Moderate Con 0.37 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
As an indian, we all know india is a trash country to LIVE in. Politics and religion illiteracy ruined the country lack of civic sense Its absolutely disgusting how these people are ruining the other …
As an indian, we all know india is a trash country to LIVE in. Politics and religion illiteracy ruined the country lack of civic sense Its absolutely disgusting how these people are ruining the other places like how they ruined their own place they're like the humans in Avatar movie 😂😂
Identity Attack0.5135796
Insult0.5130944
Profanity0.33453682
Threat0.02492592
Severe Toxicity0.16960317
Moderate 0.5921536 Moderate Con 0.328 Identity Attack Insult Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Why does pajeet live in our country 😢 Hindus are ruining our country Canada 🙏
Why does pajeet live in our country 😢 Hindus are ruining our country Canada 🙏
Identity Attack0.6458014
Insult0.5130944
Profanity0.2188925
Threat0.13815513
Severe Toxicity0.232236
Moderate 0.5921536 Low Con 0.28 Identity Attack Insult
Dec 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Wanna ruin any first world country, just give visas to as much Indians as you can…. I’m not R4CIST but seriously these Indians need to work on their civic and common sense asap! Now they’re …
Wanna ruin any first world country, just give visas to as much Indians as you can…. I’m not R4CIST but seriously these Indians need to work on their civic and common sense asap! Now they’re invading even Mexico 🇲🇽 with their hindu culture💩 and there’s no way back!! 👏
Identity Attack0.60238177
Insult0.47357693
Profanity0.3033754
Threat0.13616586
Severe Toxicity0.3492342
Moderate 0.5885171 Moderate Con 0.33 Identity Attack Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
My country is ruined. I hate Canada now.
My country is ruined. I hate Canada now.
Identity Attack0.57150364
Insult0.34626248
Profanity0.18417911
Threat0.046218675
Severe Toxicity0.02439716
Moderate 0.5716857 Moderate Con 0.373 Identity Attack Identity_Assertion
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
Our country is being completely invaded, overrun, and ruined. Liberals have been brainwashed into thinking defending your countries values and people is racist. So we are basically getting triple f****ed, once by Indians, once by …
Our country is being completely invaded, overrun, and ruined. Liberals have been brainwashed into thinking defending your countries values and people is racist. So we are basically getting triple f****ed, once by Indians, once by the government and then finally by our own people the liberals.
Identity Attack0.4907465
Insult0.48627716
Profanity0.49259362
Threat0.038220957
Severe Toxicity0.16960317
Moderate 0.5716857 Moderate Con 0.342 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Sending all Indian who came in Canada in the last two three years they will ruin our country, you and I have to pay for Thier social assistance and health care,all scammer a Came Canada
Sending all Indian who came in Canada in the last two three years they will ruin our country, you and I have to pay for Thier social assistance and health care,all scammer a Came Canada
Identity Attack0.6007182
Insult0.5130944
Profanity0.12374964
Threat0.050744623
Severe Toxicity0.08332442
Moderate 0.55739564 Moderate Con 0.31 Identity Attack Insult Unverified_Claim
Aug 27, 2025 Why Canadians Are Turning Against …
I think people with an AQ below 120 shouldn't be accepted as refugees; they ruin the country and its culture.
I think people with an AQ below 120 shouldn't be accepted as refugees; they ruin the country and its culture.
Identity Attack0.60238177
Insult0.43450394
Profanity0.17287734
Threat0.13228847
Severe Toxicity0.16960317
Moderate 0.5532103 Moderate Con 0.443 Identity Attack Fear_Threat
Feb 21, 2026 Inside Canada's Indian Invasion...
JustinTrudeau has ruined our country and he couldn’t care less. An absolute narcissist to the max.
JustinTrudeau has ruined our country and he couldn’t care less. An absolute narcissist to the max.
Identity Attack0.02439919
Insult0.61794597
Profanity0.06796519
Threat0.009437286
Severe Toxicity0.013478675
Moderate 0.54823303 Low Con 0.235 Insult Policy_Critique
Feb 6, 2026 Inside Canada's Indian Invasion...
Way too many Indians ... Jagmeet and Trudeau ruined this country
Way too many Indians ... Jagmeet and Trudeau ruined this country
Identity Attack0.58354634
Insult0.4339631
Profanity0.08549073
Threat0.054624002
Severe Toxicity0.02458496
Moderate 0.54325575 Moderate Con 0.306 Identity Attack Identity_Assertion
Feb 14, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)

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.