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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 506 of 1230
Just drive out the English Canadians as they've brought the Indians to there. Canada is a French-Speaking Red country. How are overall treated refugees from Ukraine, Palestine, Syria and Sudan in this City?
Just drive out the English Canadians as they've brought the Indians to there. Canada is a French-Speaking Red country. How are overall treated refugees from Ukraine, Palestine, Syria and Sudan in this City?
Identity Attack0.36702603
Insult0.0808917
Profanity0.01893901
Threat0.012285355
Severe Toxicity0.0104522705
Low Tox 0.28425202 Moderate Con 0.48
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
we need to stop accepting people in the country
we need to stop accepting people in the country
Identity Attack0.27662867
Insult0.06267534
Profanity0.037403382
Threat0.02181799
Severe Toxicity0.009689331
Low Tox 0.28425202 Low Con 0.209 Policy_Critique
Dec 29, 2025 2 likes Deportations From Canada at Their …
Stop bringing the wrong type of immigrants. Only allow immigrants from countries that are compatible with western culture.
Stop bringing the wrong type of immigrants. Only allow immigrants from countries that are compatible with western culture.
Identity Attack0.2854555
Insult0.086852804
Profanity0.021398475
Threat0.008013252
Severe Toxicity0.006866455
Low Tox 0.28425202 Low Con 0.157 Identity_Assertion
Sep 13, 2025 Why Canadians Are Turning Against …
I personally know ppl who got into Canada on fake docs as a student, signed up for some bogus, dumbed down course and after getting his work permit and PR, his GF has gotten into …
I personally know ppl who got into Canada on fake docs as a student, signed up for some bogus, dumbed down course and after getting his work permit and PR, his GF has gotten into Canada the same way, taking advantage of Canada's corrupt immigration system that is full of loopholes to exploit. Colleges are crying after their "lost revenue, Don't feel sorry for any of them! They are already rich from the international students whom paid triple tuition, while your daughter can't get into a college. The IRCC needs to STOP issuing work permits and residency to international students. Once graduated, needs to go back home..
Identity Attack0.08004672
Insult0.24928534
Profanity0.04742365
Threat0.0072882893
Severe Toxicity0.0066375732
Low Tox 0.28425202 Constructive 0.615 Personal_Narrative
Sep 29, 2025 51 likes IRCC Names India in Study …
Ring in third world and inevitably become third world
Ring in third world and inevitably become third world
Identity Attack0.17847598
Insult0.06424874
Profanity0.04792466
Threat0.035113025
Severe Toxicity0.015221698
Low Tox 0.28425202 Low Con 0.117
Nov 28, 2025 1 likes Quebec Ends Economic Immigration Program …
Thats what the Liberal Voters want. Unvetted, unskilled immigrants that are dependent on the taxpayers for LIFE
Thats what the Liberal Voters want. Unvetted, unskilled immigrants that are dependent on the taxpayers for LIFE
Identity Attack0.27778897
Insult0.11172232
Profanity0.020100424
Threat0.055917133
Severe Toxicity0.010986328
Low Tox 0.28425202 Low Con 0.197
Nov 28, 2025 Why Canadians Are Turning Against …
Whyte broads are who-ares, not mothers.
Whyte broads are who-ares, not mothers.
Identity Attack0.2808415
Insult0.12521741
Profanity0.12903778
Threat0.008103873
Severe Toxicity0.013866014
Low Tox 0.28425202 Low Con 0.186 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudeau went to Switzerland last month, now he is resting in Italy with the daughter. Enjoys life after 9 years of hard work of ruining Canada!
Trudeau went to Switzerland last month, now he is resting in Italy with the daughter. Enjoys life after 9 years of hard work of ruining Canada!
Identity Attack0.072601855
Insult0.17361937
Profanity0.013849284
Threat0.027861187
Severe Toxicity0.007133484
Low Tox 0.28425202 Low Con 0.219
Aug 27, 2025 Why Canadians Are Turning Against …
Hit the Like
Hit the Like
Identity Attack0.023595277
Insult0.032689095
Profanity0.12035047
Threat0.34804323
Severe Toxicity0.019740647
Low Tox 0.28425202 Moderate Con 0.397 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
America is not the greatest country
America is not the greatest country
Identity Attack0.2764353
Insult0.082619295
Profanity0.06646215
Threat0.0084793
Severe Toxicity0.0077056885
Low Tox 0.28425202 Low Con 0.271 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
am Jamaican and I have been traveling to Canada for 32 years and I really love Canada BUT, I could never move here. After all, it's now an Indian state.
am Jamaican and I have been traveling to Canada for 32 years and I really love Canada BUT, I could never move here. After all, it's now an Indian state.
Identity Attack0.37507164
Insult0.07365121
Profanity0.033645786
Threat0.0074436385
Severe Toxicity0.011138916
Low Tox 0.28425202 Constructive 0.656
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Deport. Deport. Deport
Deport. Deport. Deport
Identity Attack0.11744241
Insult0.06794841
Profanity0.03489832
Threat0.05430072
Severe Toxicity0.018320406
Low Tox 0.28425202 Low Con 0.249 Call_To_Action
Dec 25, 2025 61 likes Deportations From Canada at Their …
Ban employment for foreign students
Ban employment for foreign students
Identity Attack0.31307843
Insult0.05027775
Profanity0.03690237
Threat0.01698343
Severe Toxicity0.00831604
Low Tox 0.28425202 Low Con 0.212
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I full on saw a Indian worker at Tim Hortons cough all over someones icecap cup while she was making it
I full on saw a Indian worker at Tim Hortons cough all over someones icecap cup while she was making it
Identity Attack0.17769934
Insult0.06722072
Profanity0.14842765
Threat0.12076248
Severe Toxicity0.017416617
Low Tox 0.28425202 Moderate Con 0.466 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Love how those chicken wingers came all the way from the United States to race bait in Canada. Of course when u can't cover real issues like AIPAC in ur country u must stir the …
Love how those chicken wingers came all the way from the United States to race bait in Canada. Of course when u can't cover real issues like AIPAC in ur country u must stir the pot elsewhere
Identity Attack0.12440576
Insult0.24767025
Profanity0.030389199
Threat0.00933372
Severe Toxicity0.0077438354
Low Tox 0.28425202 Low Con 0.229 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
😂😂😂 I never thought you’d actually do a video on Brampton. The “Doctors and Engineers” offer nothing good to us. Everyone used to live there, used to be a good prominent neighbourhood. Thankfully I got …
😂😂😂 I never thought you’d actually do a video on Brampton. The “Doctors and Engineers” offer nothing good to us. Everyone used to live there, used to be a good prominent neighbourhood. Thankfully I got out in 2002. Since the influx of Jeets, our insurance rates have sky rocketed, it’s impossible to get a decent job anywhere because they lie on their resume and scam the system, all while the government is giving them money. They also infect any place/city you want to go to. In 2017 it was a bad time to be in college/university, fast forward to now and how much more our government has imported, all of Ontario is doomed. Hope you went to Singh Hortons while you were here, it used to be good, now you’re lucky if you don’t get sick because of their hygienic standards. The only thing they’re good for is delivering us food when we don’t want to leave our house. The worst part is these people think they’re needed here and think they’re better than us Canadians because the government pushed them here. Useless people that infected and ruined everything we had, the jeet fatigue is real.
Identity Attack0.053399716
Insult0.24171697
Profanity0.07934829
Threat0.009307829
Severe Toxicity0.008506775
Low Tox 0.28425202 Constructive 0.564 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
We desperately need deports
We desperately need deports
Identity Attack0.22935481
Insult0.054376744
Profanity0.05393682
Threat0.058826666
Severe Toxicity0.011444092
Low Tox 0.28425202 Low Con 0.283
Sep 28, 2025 IRCC Names India in Study …
bro you're not gonna get stabbed in Montreal calm down
bro you're not gonna get stabbed in Montreal calm down
Identity Attack0.00725158
Insult0.029053112
Profanity0.037904397
Threat0.3733964
Severe Toxicity0.013607788
Low Tox 0.28312725 Low Con 0.276 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
0:51 imagine being white
0:51 imagine being white
Identity Attack0.28883415
Insult0.06285016
Profanity0.07676199
Threat0.0104988385
Severe Toxicity0.01159668
Low Tox 0.28312725 Low Con 0.271 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
They were pooing on our beaches covering it with sand like cat liter
They were pooing on our beaches covering it with sand like cat liter
Identity Attack0.013646871
Insult0.08558089
Profanity0.21348765
Threat0.009126588
Severe Toxicity0.012833111
Low Tox 0.28312725 Moderate Con 0.335 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I think a Punjabi guy took this guys girl
I think a Punjabi guy took this guys girl
Identity Attack0.25478655
Insult0.083359696
Profanity0.13256322
Threat0.091630474
Severe Toxicity0.015415368
Low Tox 0.28312725 Moderate Con 0.443 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
"Canada has become safe haven for criminals and extremists" -indian foreign minister
"Canada has become safe haven for criminals and extremists" -indian foreign minister
Identity Attack0.18002926
Insult0.24171697
Profanity0.015523086
Threat0.009566744
Severe Toxicity0.005531311
Low Tox 0.28312725 Low Con 0.149
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The worst invasion of Kanata happened when 150 to 200 years ago Europeans invaded and killed millions of Native Canadians, who's progeny now have the audacity to question the recent arrivals who are merely trying …
The worst invasion of Kanata happened when 150 to 200 years ago Europeans invaded and killed millions of Native Canadians, who's progeny now have the audacity to question the recent arrivals who are merely trying to escape poverty, poverty which again the same Europeans created in their nations too. Relax. Go to sleep. This is merely Karma at work. If you want anyone out, FIRST look at the mirror and volunteer to leave if you see a pale face there.
Identity Attack0.1808059
Insult0.16195811
Profanity0.020032106
Threat0.1115629
Severe Toxicity0.010604858
Low Tox 0.28312725 Moderate Con 0.405 Moral_Argument
Oct 6, 2025 IRCC Names India in Study …
We noticed on the road and thunder Bay nippegon.India is everywhere, Canada is lost.There's 1.4 billion people in India and they're all coming here.It's an invasion
We noticed on the road and thunder Bay nippegon.India is everywhere, Canada is lost.There's 1.4 billion people in India and they're all coming here.It's an invasion
Identity Attack0.31015682
Insult0.10294484
Profanity0.02836696
Threat0.009178371
Severe Toxicity0.010375977
Low Tox 0.28312725 Moderate Con 0.479
Oct 12, 2025 IRCC Names India in Study …
so why do we have 10+ immigrants living in a 2 bedroom house? on food stamps driving a new car, free medical, not paying tax. Then we are told. they pay tax? then how can …
so why do we have 10+ immigrants living in a 2 bedroom house? on food stamps driving a new car, free medical, not paying tax. Then we are told. they pay tax? then how can they pay when they don't have a as card? they get DL and can't read or speak english? the city and states welcome them for the money they collect from the gov. but yet we have homeless vets. what BS!
Identity Attack0.17925262
Insult0.16480011
Profanity0.12220735
Threat0.007961469
Severe Toxicity0.009841919
Low Tox 0.28312725 Constructive 0.615
Jan 26, 2020 How much do refugees and …

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.