Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "If they are here illegally …" 638 comments · Page 19 of 26
LOL 11:43 This border crossing is in the area I live in Vermont. Crossed it many times. I would highly recommend you do not come across illegally.
LOL 11:43 This border crossing is in the area I live in Vermont. Crossed it many times. I would highly recommend you do not come across illegally.
Identity Attack0.048995655
Insult0.058475737
Profanity0.027273865
Threat0.010576514
Severe Toxicity0.0049972534
Low Tox 0.19124292 Constructive 0.69 Personal_Narrative
Jan 27, 2026 20 likes Inside Canada's Indian Invasion...
Bruh idk why Democrats are getting mad AF on what President Trump is doing securing the border and arresting, deporting Illegals. Imagine if Trump didn't win presidency then US will just going to be just …
Bruh idk why Democrats are getting mad AF on what President Trump is doing securing the border and arresting, deporting Illegals. Imagine if Trump didn't win presidency then US will just going to be just like what happening to Canada or Brampton.
Identity Attack0.06929302
Insult0.07967083
Profanity0.05168226
Threat0.010654188
Severe Toxicity0.0049591064
Low Tox 0.19124292 Moderate Con 0.483 Comparative_Framing
Feb 11, 2026 Inside Canada's Indian Invasion...
This video is totally false.Refugees and illegal immigrants are paid by a special Fund, they do get better Healthcare than we do, and they do get more money per month than Canadians on assistane get.
This video is totally false.Refugees and illegal immigrants are paid by a special Fund, they do get better Healthcare than we do, and they do get more money per month than Canadians on assistane get.
Identity Attack0.11396073
Insult0.06250052
Profanity0.016547862
Threat0.0063885585
Severe Toxicity0.0035476685
Low Tox 0.18744208 Constructive 0.556
Mar 27, 2018 5 likes How much do refugees and …
Just so you are aware, having that knife is perfectly legal. However if the reason you have it is for self defense that's illegal in commie canada.
Just so you are aware, having that knife is perfectly legal. However if the reason you have it is for self defense that's illegal in commie canada.
Identity Attack0.08583717
Insult0.058475737
Profanity0.018392462
Threat0.06432246
Severe Toxicity0.006904602
Low Tox 0.18649188 Moderate Con 0.349 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Too little too late. Need more enforcement to remove the existing illegal ones.
Too little too late. Need more enforcement to remove the existing illegal ones.
Identity Attack0.11047905
Insult0.04207976
Profanity0.015147334
Threat0.13144556
Severe Toxicity0.007133484
Low Tox 0.18554166 Low Con 0.244
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said …
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said "C'mon over..." Our path forward is to purge our nation of illegal immigrants, PRs that aren't hitting the metrics, students with expired visas and of course criminals who are not Canadians. Once we've cleaned house we need to treat our country like the prize that it can be and only invite in those who fit in with our psyche and economic needs. Just because someone shows up at our border doesn't mean that they belong in Canada.
Identity Attack0.11163961
Insult0.0838533
Profanity0.02167175
Threat0.011146127
Severe Toxicity0.0062561035
Low Tox 0.18459146 Constructive 0.59 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
And I wonder just how much of this is as a result of the hate based rhetoric percolating north from the land of Trump. As well as all the illegal guns coming in from down …
And I wonder just how much of this is as a result of the hate based rhetoric percolating north from the land of Trump. As well as all the illegal guns coming in from down there.
Identity Attack0.034300596
Insult0.07396803
Profanity0.013405213
Threat0.012130005
Severe Toxicity0.0034713745
Low Tox 0.18459146 Moderate Con 0.373 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
They ONLY HIRE THERE OWN i see only illegals with all the jobs us canadians they refuse to hire so 🤷
They ONLY HIRE THERE OWN i see only illegals with all the jobs us canadians they refuse to hire so 🤷
Identity Attack0.16801116
Insult0.06477321
Profanity0.0138151245
Threat0.0063885585
Severe Toxicity0.0036621094
Low Tox 0.18459146 Moderate Con 0.303
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The Canadian government is part of the British empire. Same with India and Pakistan. The British are flooding Canada with immigrants from India and Punjabi to invade America. The British are trying to take back …
The Canadian government is part of the British empire. Same with India and Pakistan. The British are flooding Canada with immigrants from India and Punjabi to invade America. The British are trying to take back America. Look up all the British colonies and controlled land. All the countries at war and all the illegal immigrants come from British colonies.
Identity Attack0.18705739
Insult0.056719027
Profanity0.013371054
Threat0.008582866
Severe Toxicity0.0038909912
Low Tox 0.18269104 Moderate Con 0.36
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Should have said something when Trudeau was allowing the masses to enter illegally! This country has gone down hill and illegals have learned to work the system! I couldn’t care less if Canada splits and …
Should have said something when Trudeau was allowing the masses to enter illegally! This country has gone down hill and illegals have learned to work the system! I couldn’t care less if Canada splits and provinces separate. Politicians not listening to their people and putting illegals first!
Identity Attack0.116281845
Insult0.06984934
Profanity0.013985921
Threat0.007573096
Severe Toxicity0.003643036
Low Tox 0.18174082 Moderate Con 0.476
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
These applicants were on a TEMPORARY student visa and a TEMPORARY work visa. Do not muddy the issue by terms like Racism, Genocide, Fairness, Persecution etc. All TEMPORARY holders must be traced and made to …
These applicants were on a TEMPORARY student visa and a TEMPORARY work visa. Do not muddy the issue by terms like Racism, Genocide, Fairness, Persecution etc. All TEMPORARY holders must be traced and made to leave the country. In this digital age, comments by the various government agencies (IRCC, CBSA etc.) not being able to track the illegals is a lame excuse.
Identity Attack0.08087392
Insult0.0811385
Profanity0.016616182
Threat0.010369381
Severe Toxicity0.0038337708
Low Tox 0.18079062 Constructive 0.501 Policy_Critique
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
As an Indian I know, how illegal immigration happening here and in Canada both, just to enter there. May be that's why you can see only too many Indian from one province only, quality over …
As an Indian I know, how illegal immigration happening here and in Canada both, just to enter there. May be that's why you can see only too many Indian from one province only, quality over quantity
Identity Attack0.22631748
Insult0.036435258
Profanity0.016957775
Threat0.0069387536
Severe Toxicity0.0039863586
Low Tox 0.1798404 Constructive 0.696
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Mass Migration is just as bad as Illegal Immigration. Never stop speaking the truth. Don't let the Wokies tell you otherwise. It's just common sense, statistics, real geopolitical based knowledge and basic reality.
Mass Migration is just as bad as Illegal Immigration. Never stop speaking the truth. Don't let the Wokies tell you otherwise. It's just common sense, statistics, real geopolitical based knowledge and basic reality.
Identity Attack0.10221587
Insult0.06858205
Profanity0.017094411
Threat0.0070034824
Severe Toxicity0.0032997131
Low Tox 0.17891699 Moderate Con 0.461 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
10 deported! Pfffffff 10! There is like 3 million illegals in Canada by mid 2026 with “student” visas expired. @CitImmCanada get to work immediately, this is getting out of hand
10 deported! Pfffffff 10! There is like 3 million illegals in Canada by mid 2026 with “student” visas expired. @CitImmCanada get to work immediately, this is getting out of hand
Identity Attack0.10221587
Insult0.061276767
Profanity0.014976538
Threat0.009256045
Severe Toxicity0.0037002563
Low Tox 0.17891699 Low Con 0.265 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Why to waste tax payers money on illegally entered immigrants? Pass/force the costs to immigrants or to their respective country.😌
Why to waste tax payers money on illegally entered immigrants? Pass/force the costs to immigrants or to their respective country.😌
Identity Attack0.1444726
Insult0.037395194
Profanity0.014600786
Threat0.008077981
Severe Toxicity0.0037193298
Low Tox 0.17891699 Low Con 0.202
Dec 24, 2025 3 likes Deportations From Canada at Their …
Ugh! Notice how they close ranks when the material concept that these students have disappeared into the population arises. It directly opposes their narrative of unregulated borders and diversity being a strength. When 70,000 Indian …
Ugh! Notice how they close ranks when the material concept that these students have disappeared into the population arises. It directly opposes their narrative of unregulated borders and diversity being a strength. When 70,000 Indian students willingly become illegal migrants it gives the appearance that the IRCC is acting more like a migrant trafficking network.
Identity Attack0.16587129
Insult0.060752302
Profanity0.018802373
Threat0.0074048014
Severe Toxicity0.003452301
Low Tox 0.17805049 Moderate Con 0.37
Oct 1, 2025 1 likes IRCC Names India in Study …
Canada needs immigration but with controls no free for all You come across illegally you should be deported ,no return The term refugees , asylum should be made illegal it's all immigration and should be …
Canada needs immigration but with controls no free for all You come across illegally you should be deported ,no return The term refugees , asylum should be made illegal it's all immigration and should be based on merit
Identity Attack0.11976352
Insult0.043250903
Profanity0.012175481
Threat0.012958534
Severe Toxicity0.0049972534
Low Tox 0.17631748 Moderate Con 0.439 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Fine and close the companies who hire illegal people.
Fine and close the companies who hire illegal people.
Identity Attack0.12208464
Insult0.059061307
Profanity0.013473531
Threat0.00780612
Severe Toxicity0.003376007
Low Tox 0.17631748 Low Con 0.19 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
So this means we will have 2.9 illegals running around.
So this means we will have 2.9 illegals running around.
Identity Attack0.120924085
Insult0.04910661
Profanity0.015625564
Threat0.010343489
Severe Toxicity0.0037193298
Low Tox 0.17545098 Low Con 0.207 Unverified_Claim
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
I am indian still i am against taking over any other country. European counties must rethink about illegal and also legal immigrants
I am indian still i am against taking over any other country. European counties must rethink about illegal and also legal immigrants
Identity Attack0.17536941
Insult0.032909457
Profanity0.027547138
Threat0.009540852
Severe Toxicity0.004348755
Low Tox 0.17545098 Constructive 0.519 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
READ ALL THE COMMENTS AND MOSTLY 90% ARE TRUE. LOOK FOR THIS ILLEGAL STUDENTS IN EVERY STORES
READ ALL THE COMMENTS AND MOSTLY 90% ARE TRUE. LOOK FOR THIS ILLEGAL STUDENTS IN EVERY STORES
Identity Attack0.10221587
Insult0.06794841
Profanity0.013849284
Threat0.006712203
Severe Toxicity0.0030326843
Low Tox 0.17545098 Moderate Con 0.41
Nov 18, 2025 2 likes IRCC Names India in Study …
Residents have to pay to go to the hospital, while illegals don't? I thought this was Canada... where healthcare is touted as being free... what a joke.
Residents have to pay to go to the hospital, while illegals don't? I thought this was Canada... where healthcare is touted as being free... what a joke.
Identity Attack0.10221587
Insult0.07840354
Profanity0.014088398
Threat0.006272047
Severe Toxicity0.0031661987
Low Tox 0.17458448 Moderate Con 0.426
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is why other international students suffer — because of those who went missing and are staying illegally. Shame on them. Some of them show up during the exam only.
This is why other international students suffer — because of those who went missing and are staying illegally. Shame on them. Some of them show up during the exam only.
Identity Attack0.034558404
Insult0.071750276
Profanity0.021330157
Threat0.010343489
Severe Toxicity0.0032424927
Low Tox 0.17458448 Constructive 0.517 Moral_Argument
Oct 5, 2025 IRCC Names India in Study …
Look at the government spending on illegals migrants is shocking. Immigrants come to Canada withlot of hardship. Language, assetts, qualifications, experience etc.etc. We did not come by just walking. After landing in Canada we were …
Look at the government spending on illegals migrants is shocking. Immigrants come to Canada withlot of hardship. Language, assetts, qualifications, experience etc.etc. We did not come by just walking. After landing in Canada we were not given resources to live here. Nothing at all. BIG ZERO. Jobs were not given so easily like the illegals entering the country.
Identity Attack0.13805299
Insult0.06407392
Profanity0.012277958
Threat0.0063497215
Severe Toxicity0.0032234192
Low Tox 0.17371799 Constructive 0.573 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Yeah you NEVER take a knife or pointy items across the boarder. Unless you were really get into trouble. But we do not mess around with illegal drugs. And weapons. And some skin care, Lol
Yeah you NEVER take a knife or pointy items across the boarder. Unless you were really get into trouble. But we do not mess around with illegal drugs. And weapons. And some skin care, Lol
Identity Attack0.022188433
Insult0.04032305
Profanity0.022559889
Threat0.053007595
Severe Toxicity0.005493164
Low Tox 0.17371799 Moderate Con 0.453 Question
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.