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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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30,738 comments · Page 393 of 1230
I’ve seen them go poo in the shower at the gym.
I’ve seen them go poo in the shower at the gym.
Identity Attack0.011469335
Insult0.13607834
Profanity0.26735115
Threat0.010887212
Severe Toxicity0.014705247
Moderate 0.34757367 Moderate Con 0.363 Unverified_Claim
Feb 28, 2026 4 likes Inside Canada's Indian Invasion...
Indian Foreign minister Jaishankar himself told that the Canadian govt is not vetting the ppl being given the visas. All 5hitty ppl with crimial background are being handed over visas as if it free-for-all thing. …
Indian Foreign minister Jaishankar himself told that the Canadian govt is not vetting the ppl being given the visas. All 5hitty ppl with crimial background are being handed over visas as if it free-for-all thing. This has to change. There should be serious filtering done before giving visas. Anyone with even a simple criminal offence in India should be BANNED forever from entering. No excuses. The quality of ppl coming has gone down like crazy. Bad ppl are there everywhere, but seems like the LIberal a-h0les in Ottawa intentionally want to get criminals here in order to create chaos and break the soceity and turn ppl against each other. This is Intentionally done, so that its easy for the to rule and win in Elections.
Identity Attack0.23467018
Insult0.35677677
Profanity0.24341469
Threat0.013372798
Severe Toxicity0.01825585
Moderate 0.34757367 Moderate Con 0.434 Policy_Critique
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Dude who killed the hockey players is claiming he needs to stay because of a special needs child
Dude who killed the hockey players is claiming he needs to stay because of a special needs child
Identity Attack0.089145996
Insult0.09124154
Profanity0.11539881
Threat0.34864578
Severe Toxicity0.02296847
Moderate 0.34757367 Moderate Con 0.339 Personal_Narrative
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
This is a nativist and a white nationalist perspective hrowing pushing Bigotry racism and prejudice of the others person.
This is a nativist and a white nationalist perspective hrowing pushing Bigotry racism and prejudice of the others person.
Identity Attack0.3817989
Insult0.19967617
Profanity0.057443913
Threat0.010602405
Severe Toxicity0.013672344
Moderate 0.34757367 Moderate Con 0.319
Oct 30, 2025 1 likes Why Canadians Are Turning Against …
Let all the 🇮🇳 students and visitors send them back their own country and don't allow them to make Canada become like India .
Let all the 🇮🇳 students and visitors send them back their own country and don't allow them to make Canada become like India .
Identity Attack0.44690517
Insult0.16751462
Profanity0.023584666
Threat0.010421164
Severe Toxicity0.014382465
Moderate 0.34757367 Low Con 0.237 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Wow, it's like the powers that be in Canada for the last 10 years drilled into people's heads on social media, that being a racist is worse than being a murderer, and then proceeded to …
Wow, it's like the powers that be in Canada for the last 10 years drilled into people's heads on social media, that being a racist is worse than being a murderer, and then proceeded to flood the country with immigrants from India and hope that people would self-censor and not say anything.
Identity Attack0.28034934
Insult0.32211447
Profanity0.02522431
Threat0.030278467
Severe Toxicity0.012207031
Moderate 0.34757367 Moderate Con 0.411 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) …
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) is to destroy our race & culture. Swamping your country with foreigners from a different culture and race goes against every internal instinct a normal person would have to protect their family, race or tribe to survive in its identifiable form. Japanese people live in Japan, Chinese people in China, Germans in Germany; this is how the world should be. Otherwise, with untapped migration, no country will be identifiable by its roots or culture, which is the real tragedy, because what makes countries in the world different is what makes the world such an interesting and unique place.
Identity Attack0.41975367
Insult0.18480228
Profanity0.104876526
Threat0.0347677
Severe Toxicity0.021548226
Moderate 0.34757367 Constructive 0.647
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Банды захватывают другие страны и диктуют свои правила. Это происходит по всему миру. Они хотят разрушить страны изнутри, истребив коренное население. Они приходят жить не к нам, а на наше место.
Банды захватывают другие страны и диктуют свои правила. Это происходит по всему миру. Они хотят разрушить страны изнутри, истребив коренное население. Они приходят жить не к нам, а на наше место.
Identity Attack0.37507164
Insult0.3388922
Profanity0.08807703
Threat0.040638234
Severe Toxicity0.035007052
Moderate 0.34757367 Low Con 0.224 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
Immigration lawyers are bottom feeders
Immigration lawyers are bottom feeders
Identity Attack0.28034934
Insult0.32211447
Profanity0.114160895
Threat0.007961469
Severe Toxicity0.01159668
Moderate 0.34757367 Low Con 0.137 Identity_Assertion
Dec 27, 2025 1 likes Deportations From Canada at Their …
CANADDA BANEGA KHALISTAN🎉🎉🎉
CANADDA BANEGA KHALISTAN🎉🎉🎉
Identity Attack0.38215697
Insult0.34032786
Profanity0.1654338
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.34757367 Low Con 0.178 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Keep them in your country please we get enough problems down here
Keep them in your country please we get enough problems down here
Identity Attack0.36702603
Insult0.13064787
Profanity0.04516909
Threat0.026307223
Severe Toxicity0.019095084
Moderate 0.34757367 Low Con 0.3
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Some of the worst drivers out on the road and the littering is insane
Some of the worst drivers out on the road and the littering is insane
Identity Attack0.011839314
Insult0.35849577
Profanity0.07643871
Threat0.009126588
Severe Toxicity0.007133484
Moderate 0.34757367 Moderate Con 0.339 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada choose the worst
Canada choose the worst
Identity Attack0.31892163
Insult0.24928534
Profanity0.073529124
Threat0.009463178
Severe Toxicity0.010910034
Moderate 0.34757367 Low Con 0.261 Identity_Assertion
Mar 1, 2026 2 likes Inside Canada's Indian Invasion...
IT IS NOT immigration, ITS AN INVASION!
IT IS NOT immigration, ITS AN INVASION!
Identity Attack0.31015682
Insult0.09563028
Profanity0.04291453
Threat0.009385503
Severe Toxicity0.019998873
Moderate 0.34757367 Low Con 0.172
Sep 8, 2025 Why Canadians Are Turning Against …
Our government are all paki lovers, even the conservatives. This is all a part of the great replacement theory that they keep telling us is a conspiracy. It will end in war, war solves everything!
Our government are all paki lovers, even the conservatives. This is all a part of the great replacement theory that they keep telling us is a conspiracy. It will end in war, war solves everything!
Identity Attack0.36702603
Insult0.18977246
Profanity0.09899642
Threat0.13228847
Severe Toxicity0.020257099
Moderate 0.34757367 Low Con 0.232 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I have trouble watching these videos. I am a born Quebecer and a few weeks ago these islams decided to do one of those big prayer meeting right in front of the church Celine Dion …
I have trouble watching these videos. I am a born Quebecer and a few weeks ago these islams decided to do one of those big prayer meeting right in front of the church Celine Dion was married at. The Quebecers came down and put a stop to that. YOU COME TO A DIFFERENT COUNTRY DO NOT BRING YOUR CULTURE WITH YOU!!
Identity Attack0.3817989
Insult0.16751462
Profanity0.038906425
Threat0.009385503
Severe Toxicity0.015609037
Moderate 0.34757367 Constructive 0.571
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Put them in a dingy and send them back
Put them in a dingy and send them back
Identity Attack0.047448806
Insult0.14512913
Profanity0.14842765
Threat0.34804323
Severe Toxicity0.022710243
Moderate 0.34757367 Low Con 0.155
Jan 5, 2026 1 likes Migrants cross into Canada near …
Canada is losing its culture really fast ? 🤣 canada lost its culture when the European infested it.
Canada is losing its culture really fast ? 🤣 canada lost its culture when the European infested it.
Identity Attack0.35948995
Insult0.26957804
Profanity0.07320584
Threat0.010913103
Severe Toxicity0.014317908
Moderate 0.34757367 Low Con 0.18
Aug 27, 2025 Why Canadians Are Turning Against …
Okay Youtube hs removed the Jewish invasion, but left up the India invasion, INTERESTING.
Okay Youtube hs removed the Jewish invasion, but left up the India invasion, INTERESTING.
Identity Attack0.41052565
Insult0.110259406
Profanity0.13873272
Threat0.046541955
Severe Toxicity0.021935565
Moderate 0.34757367 Low Con 0.166 Unverified_Claim
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
You wouldn't like Indian food if you saw how dirty the preparation is...
You wouldn't like Indian food if you saw how dirty the preparation is...
Identity Attack0.35299334
Insult0.24630153
Profanity0.13785136
Threat0.007327127
Severe Toxicity0.01159668
Moderate 0.34757367 Moderate Con 0.395
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
“They walk around naked..” Polish dude 9:00. The irony.
“They walk around naked..” Polish dude 9:00. The irony.
Identity Attack0.104676254
Insult0.15840563
Profanity0.17241211
Threat0.01119791
Severe Toxicity0.013543231
Moderate 0.34757367 Low Con 0.228 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Everyone I know moved out of Brampton, the sense of community is not welcoming to non-indian people.
Everyone I know moved out of Brampton, the sense of community is not welcoming to non-indian people.
Identity Attack0.44690517
Insult0.1378885
Profanity0.078378424
Threat0.010343489
Severe Toxicity0.01573815
Moderate 0.34757367 Constructive 0.513 Personal_Narrative
Feb 25, 2026 Inside Canada's Indian Invasion...
Anyone wanting to protest go this up coming Saturday to any major city like Toronto Regina Winnipeg Calgary etc. to kick the Canadian government out of power and send these illegals back to their country.
Anyone wanting to protest go this up coming Saturday to any major city like Toronto Regina Winnipeg Calgary etc. to kick the Canadian government out of power and send these illegals back to their country.
Identity Attack0.38176915
Insult0.17610447
Profanity0.026727317
Threat0.13815513
Severe Toxicity0.016383713
Moderate 0.34757367 Moderate Con 0.422 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
imagine if white people flooded into India by the millions and then bought out the local temples to turn them into Christian Churches,,,,,
imagine if white people flooded into India by the millions and then bought out the local temples to turn them into Christian Churches,,,,,
Identity Attack0.41975367
Insult0.08459369
Profanity0.07191269
Threat0.021300001
Severe Toxicity0.015221698
Moderate 0.34757367 Low Con 0.166
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
India is so AMAZING….they all want to leave it. Eventually they will ruin their host country and seek a new place to ruin.
India is so AMAZING….they all want to leave it. Eventually they will ruin their host country and seek a new place to ruin.
Identity Attack0.37432748
Insult0.15414265
Profanity0.07870171
Threat0.094697006
Severe Toxicity0.021031776
Moderate 0.34757367 Low Con 0.249 Fear_Threat
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.