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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: "We are with you, Canada." 6,088 comments · Page 147 of 244
canada is finished man
canada is finished man
Identity Attack0.09328204
Insult0.04442204
Profanity0.04216301
Threat0.02440793
Severe Toxicity0.0064849854
Low Tox 0.17111848 Moderate Con 0.311
Sep 18, 2025 17 likes Inside Canada's Indian Metropolis (Brampton)
This is why Trump doesn't trust Canada!
This is why Trump doesn't trust Canada!
Identity Attack0.12735364
Insult0.036435258
Profanity0.012995303
Threat0.00756015
Severe Toxicity0.003414154
Low Tox 0.17111848 Low Con 0.184 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s an invasion of all of Canada.
It’s an invasion of all of Canada.
Identity Attack0.14019285
Insult0.033790905
Profanity0.015215653
Threat0.00933372
Severe Toxicity0.005302429
Low Tox 0.17111848 Low Con 0.173 Fear_Threat
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Lately, it has also been an African/Caribbean invasion. Canada has accepted so many migrants from those areas without having done any due diligence.
Lately, it has also been an African/Caribbean invasion. Canada has accepted so many migrants from those areas without having done any due diligence.
Identity Attack0.19495805
Insult0.036104713
Profanity0.012277958
Threat0.007029374
Severe Toxicity0.0037765503
Low Tox 0.17111848 Moderate Con 0.332 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Any Indian establishment in Canada u will not find a single different ethnic, race, people except only Indian people. But Canadian owned businesses u will find every race, religion, ethnicity, people working
Any Indian establishment in Canada u will not find a single different ethnic, race, people except only Indian people. But Canadian owned businesses u will find every race, religion, ethnicity, people working
Identity Attack0.22935481
Insult0.030044744
Profanity0.014293353
Threat0.0069516995
Severe Toxicity0.0035858154
Low Tox 0.17111848 Moderate Con 0.357 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
I feel that the problem is the Trudeau government and the NDP allowed to many immigrants into Canada without doing any background research on their status and now we have a huge influx of criminals …
I feel that the problem is the Trudeau government and the NDP allowed to many immigrants into Canada without doing any background research on their status and now we have a huge influx of criminals from many countries. These people have no interest whatsoever in assimilating into our society, they are only interested in taking advantage of our country and generosity.
Identity Attack0.11976352
Insult0.0720671
Profanity0.013302735
Threat0.0070552654
Severe Toxicity0.0038719177
Low Tox 0.17111848 Constructive 0.501 Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is being sold for votes
Canada is being sold for votes
Identity Attack0.09410924
Insult0.06023245
Profanity0.025770858
Threat0.010783645
Severe Toxicity0.0046539307
Low Tox 0.17111848 Low Con 0.244 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I don’t get why she said she doesn’t feel any racism in Canada. Like do you feel it in Punjab or smth that’s why you had to move?
I don’t get why she said she doesn’t feel any racism in Canada. Like do you feel it in Punjab or smth that’s why you had to move?
Identity Attack0.10221587
Insult0.0623257
Profanity0.05017922
Threat0.006848133
Severe Toxicity0.00415802
Low Tox 0.17025198 Moderate Con 0.463 Question
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
You guys just complain too much about everything yall live in Canada everything is available around you but yet can't get it, what about the people in Gaza that is starving to death and Yemen …
You guys just complain too much about everything yall live in Canada everything is available around you but yet can't get it, what about the people in Gaza that is starving to death and Yemen and Sudan what they can say about it
Identity Attack0.10221587
Insult0.053205602
Profanity0.018597418
Threat0.030278467
Severe Toxicity0.0060653687
Low Tox 0.17025198 Moderate Con 0.469 Moral_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
You are fired . Canada want s an election we can't afford to wait for more failure
You are fired . Canada want s an election we can't afford to wait for more failure
Identity Attack0.008028535
Insult0.07365121
Profanity0.015659723
Threat0.021472665
Severe Toxicity0.00333786
Low Tox 0.17025198 Low Con 0.135 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
As an immigrant I highly agree…IF YOU CAME TO ANOTHER COUNTRY FOR A BETTER AND PEACEFUL LIFE YOU SHOULD EMIGRATE, RESPECT AND BECOME PART OF THAT COUNTRYS’ CULTURE AND NOT TRY TO DESTROY IT. Cause …
As an immigrant I highly agree…IF YOU CAME TO ANOTHER COUNTRY FOR A BETTER AND PEACEFUL LIFE YOU SHOULD EMIGRATE, RESPECT AND BECOME PART OF THAT COUNTRYS’ CULTURE AND NOT TRY TO DESTROY IT. Cause I’m sure that tourist who visit certain countries are expected to do the same . For example if I wanted to travel to a Middle Eastern Country I would have to wear a Burka or another form of head covering even though that’s not what I’m use to. So yea…If you can’t respect Canada for its culture STAY IN YOUR COUNTRY OF BIRTH AND STOP TRYING TO CONFORM CANADA INTO SUCH.
Identity Attack0.11512129
Insult0.06564732
Profanity0.024951037
Threat0.009644418
Severe Toxicity0.005607605
Low Tox 0.17025198 Constructive 0.647 Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
12:49 they don't sell any knives like those in Canada, unless its online or at the flea market lol
12:49 they don't sell any knives like those in Canada, unless its online or at the flea market lol
Identity Attack0.061130337
Insult0.054962315
Profanity0.026590679
Threat0.012130005
Severe Toxicity0.0049972534
Low Tox 0.17025198 Moderate Con 0.442 Meta_Commentary
Mar 2, 2026 Inside Canada's Indian Invasion...
Watch out Canada or you will end up like the UK 😢
Watch out Canada or you will end up like the UK 😢
Identity Attack0.14661247
Insult0.03827355
Profanity0.015147334
Threat0.020264024
Severe Toxicity0.0059890747
Low Tox 0.17025198 Low Con 0.239 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Tbf before Europeans came to canada in the 17th century it was the country of groups like the Mi'kmaq, Beothuk, Huron-Wendat which were brown but they were invaded so.. just history repeating it self in …
Tbf before Europeans came to canada in the 17th century it was the country of groups like the Mi'kmaq, Beothuk, Huron-Wendat which were brown but they were invaded so.. just history repeating it self in many ways I guess.
Identity Attack0.18313584
Insult0.033570543
Profanity0.022013342
Threat0.008789998
Severe Toxicity0.004634857
Low Tox 0.17025198 Constructive 0.592
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
Well, there goes *The Great White North.* I weep for Canada.🇨🇦
Well, there goes *The Great White North.* I weep for Canada.🇨🇦
Identity Attack0.15945168
Insult0.032468732
Profanity0.028640235
Threat0.009592636
Severe Toxicity0.0065231323
Low Tox 0.17025198 Moderate Con 0.337
Jan 27, 2026 Inside Canada's Indian Invasion...
Lets put Canadians who are canadian citizens to put first and help to get educated instead of wasting time money 💴 efforts on people who god knows what their intentions are invading canada 🇨🇦 and …
Lets put Canadians who are canadian citizens to put first and help to get educated instead of wasting time money 💴 efforts on people who god knows what their intentions are invading canada 🇨🇦 and canadians safety security
Identity Attack0.10221587
Insult0.06529768
Profanity0.015898837
Threat0.007741391
Severe Toxicity0.0037384033
Low Tox 0.17025198 Low Con 0.287 Policy_Critique
Sep 30, 2025 2 likes IRCC Names India in Study …
I wont visit Canada
I wont visit Canada
Identity Attack0.13377325
Insult0.025542418
Profanity0.020100424
Threat0.011741633
Severe Toxicity0.004711151
Low Tox 0.17025198 Moderate Con 0.387
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I say we need to move Canada from a first world nation to a second world nation status
I say we need to move Canada from a first world nation to a second world nation status
Identity Attack0.12735364
Insult0.054962315
Profanity0.017845914
Threat0.009851551
Severe Toxicity0.0062179565
Low Tox 0.17025198 Low Con 0.197 Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
sad to see canada going down the drain thank you liberals
sad to see canada going down the drain thank you liberals
Identity Attack0.08831879
Insult0.07555214
Profanity0.015181494
Threat0.008052089
Severe Toxicity0.003566742
Low Tox 0.17025198 Low Con 0.274 Policy_Critique
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada Pooperpower till 2030
Canada Pooperpower till 2030
Identity Attack0.037136484
Insult0.06459839
Profanity0.10240069
Threat0.010188141
Severe Toxicity0.0075912476
Low Tox 0.17025198 Low Con 0.178 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian crowd in India is 10x better than Indian crowd in Canada.
Indian crowd in India is 10x better than Indian crowd in Canada.
Identity Attack0.19100772
Insult0.034782536
Profanity0.020442016
Threat0.0068999166
Severe Toxicity0.004501343
Low Tox 0.1693855 Low Con 0.248
Sep 19, 2025 57 likes Inside Canada's Indian Metropolis (Brampton)
How can be ppl from India NATIONALISTIC if they now live in CANADA??
How can be ppl from India NATIONALISTIC if they now live in CANADA??
Identity Attack0.17614605
Insult0.03489272
Profanity0.01805087
Threat0.006977591
Severe Toxicity0.00459671
Low Tox 0.1693855 Moderate Con 0.315 Question
Sep 19, 2025 56 likes Inside Canada's Indian Metropolis (Brampton)
One year of newborn baby in India can replace entire Canada population
One year of newborn baby in India can replace entire Canada population
Identity Attack0.1508922
Insult0.030154925
Profanity0.023584666
Threat0.029415153
Severe Toxicity0.0077056885
Low Tox 0.1693855 Low Con 0.136
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
India24 is mad at Canada’s policy.
India24 is mad at Canada’s policy.
Identity Attack0.04306607
Insult0.083112895
Profanity0.022559889
Threat0.0068869707
Severe Toxicity0.002117157
Low Tox 0.1693855 Low Con 0.194 Policy_Critique
Feb 11, 2026 21 likes Canada's tighter immigration policy divides …
to the people angry at immegration i have a few questions . the immegrants bharampton whos country are they working for india or canada ? where would the money that they produce go to india …
to the people angry at immegration i have a few questions . the immegrants bharampton whos country are they working for india or canada ? where would the money that they produce go to india or canada ? where would they live and help make better . so let me ask u what is ur problem with immegration when ur the country that benefiting from it ? when u are having new jobs , a better demographics etc etc from this deal why hate them ? also no u cant just issue political assylum in canada . u need a student visa u have to work for it as well
Identity Attack0.10757765
Insult0.0670459
Profanity0.024951037
Threat0.0077025536
Severe Toxicity0.0043296814
Low Tox 0.1693855 Constructive 0.685 Economic_Argument
Oct 7, 2025 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.