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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: "And the liberals will do …" 1,410 comments · Page 34 of 57
THE LIBERAL WROTE THIS TO HIDE WHAT IS REALLY HAPPENING IN OUR COUNTRY YOU CAN'T BELIEVE WHAT A LIBERAL TELL YOU NOW DAYS THEY LIE TO MAKE IT LOOK LIKE THEY ARE NOT GIVING OUR …
THE LIBERAL WROTE THIS TO HIDE WHAT IS REALLY HAPPENING IN OUR COUNTRY YOU CAN'T BELIEVE WHAT A LIBERAL TELL YOU NOW DAYS THEY LIE TO MAKE IT LOOK LIKE THEY ARE NOT GIVING OUR MONEY AWAY TO REFUGEES THEN WHY ARE THE PROVINCE ASKING FOR MORE MONEY TO HOUSE THESE REFUGEES
Identity Attack0.08831879
Insult0.07745308
Profanity0.018119188
Threat0.0077802283
Severe Toxicity0.004863739
Low Tox 0.1893425 Low Con 0.221
Aug 19, 2018 3 likes How much do refugees and …
And didn’t they vote in another liberal just to spite Trump? Well done, you played yourself
And didn’t they vote in another liberal just to spite Trump? Well done, you played yourself
Identity Attack0.013043936
Insult0.08831572
Profanity0.026317406
Threat0.00948907
Severe Toxicity0.0031089783
Low Tox 0.1893425 Low Con 0.259
Jan 27, 2026 Inside Canada's Indian Invasion...
RIP Canada- loving message from Liberal Trudo Carney who sold Canada to India
RIP Canada- loving message from Liberal Trudo Carney who sold Canada to India
Identity Attack0.10221587
Insult0.07333439
Profanity0.014327513
Threat0.009281937
Severe Toxicity0.0038719177
Low Tox 0.1883923 Low Con 0.221 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Man even i as an indian say that there are way too many indians in canada and all thanks to canadas extreme liberal migratory policy
Man even i as an indian say that there are way too many indians in canada and all thanks to canadas extreme liberal migratory policy
Identity Attack0.21668483
Insult0.04090862
Profanity0.024541125
Threat0.006977591
Severe Toxicity0.004787445
Low Tox 0.18649188 Moderate Con 0.422 Personal_Narrative
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
This is propaganda video for the Liberal party even tho it is delivered by a extreme leftist woman from the CBC. The amount refugees get upto $50,000 is a lot more than many Canadian families …
This is propaganda video for the Liberal party even tho it is delivered by a extreme leftist woman from the CBC. The amount refugees get upto $50,000 is a lot more than many Canadian families make. Most Canadians are not elegible for legal aid or dental care. Who bears the cost of medicare, education, housing, policing, crime.....you guessed it, the Canadian Taxpayer. You know it is a propaganda video when she said the refugees give back more than they take. Do you see woman in a hijab or nicab working ?? She is not allowed by her religion to mix where there are men around. So most of them are pregnant, with 3 or 4 other toddlers around and you see them in malls at all hours of the day. That's how you tell the govt that you have not settled well yet and get more aid. The boat people of Vietnam came from a culture that honored hard work, education, discipline, creating wealth and the women had no restriction from religion in working with men (a lot of them were Catholic or Buddhist). The middle east people are a whole different kettle of fish. It's men who work, if at all, and women are primarily for breeding.They are not allowed to socialise with men outside the family and have to be accompanied by a male relative while outside the home. It's been five years since they landed and there have been many acts of terrorism Canadians have been faced with. However, they have become citizens and who are they voting for ??? It's not the PC. That leaves NDP and Liberals. 99% Liberals.
Identity Attack0.10757765
Insult0.07935401
Profanity0.02071529
Threat0.007935578
Severe Toxicity0.0050354004
Low Tox 0.18649188 Constructive 0.665
Jun 18, 2023 1 likes How much do refugees and …
sad day in Canada were witnessing cultural disintegration of the majority and ITS ALL the fault of the liberals, everything! this is not democracy its "monoply from the miniocracy of the strange"
sad day in Canada were witnessing cultural disintegration of the majority and ITS ALL the fault of the liberals, everything! this is not democracy its "monoply from the miniocracy of the strange"
Identity Attack0.073429056
Insult0.086852804
Profanity0.014054239
Threat0.0066280556
Severe Toxicity0.00289917
Low Tox 0.18459146 Low Con 0.231 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Too conservative??! Lol, more like too liberal and woke in our government.
Too conservative??! Lol, more like too liberal and woke in our government.
Identity Attack0.0233943
Insult0.08459369
Profanity0.02836696
Threat0.007081157
Severe Toxicity0.0032043457
Low Tox 0.18459146 Low Con 0.216
Aug 25, 2025 Why Canadians Are Turning Against …
Trudeau and the Liberals are to blame for all this. They sacrificed Canada to buy their votes 🤔
Trudeau and the Liberals are to blame for all this. They sacrificed Canada to buy their votes 🤔
Identity Attack0.05794714
Insult0.08582769
Profanity0.013405213
Threat0.008013252
Severe Toxicity0.0030899048
Low Tox 0.18459146 Low Con 0.234 Policy_Critique
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
Liberals have been in Power for over 10 years The Blame in the fall of our Country falls squarely on their Shoulders!!!!!!!!
Liberals have been in Power for over 10 years The Blame in the fall of our Country falls squarely on their Shoulders!!!!!!!!
Identity Attack0.052035484
Insult0.0817555
Profanity0.015215653
Threat0.008336896
Severe Toxicity0.0037002563
Low Tox 0.18174082 Low Con 0.267 Policy_Critique
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
This is so upsetting, this is a man made problem by the Liberal MPs, Indo Canadians immigrant consultants and Indo Canadians businesses.
This is so upsetting, this is a man made problem by the Liberal MPs, Indo Canadians immigrant consultants and Indo Canadians businesses.
Identity Attack0.13377325
Insult0.06617179
Profanity0.014054239
Threat0.0067769317
Severe Toxicity0.0030708313
Low Tox 0.1798404 Moderate Con 0.395
Sep 28, 2025 23 likes IRCC Names India in Study …
Thanks to Liberal Party. We Canadian not getting jobs but Indians getting jobs.
Thanks to Liberal Party. We Canadian not getting jobs but Indians getting jobs.
Identity Attack0.18546575
Insult0.05262003
Profanity0.013507691
Threat0.0062849927
Severe Toxicity0.0036239624
Low Tox 0.1798404 Moderate Con 0.361
Dec 24, 2025 2 likes IRCC Names India in Study …
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon) When i was a kid, i was …
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon) When i was a kid, i was annoyed that there were so many chinese where i lived (Richmond, iykyk) but they never really did anything to wrong me. As i grew up i realized they just mind their own business and stay out the way, and generally let their children be pretty liberal (other than the studying). Now, I absolutely LOVE the chinese compared to all the damn indians. There isn't a trend of chinese buying business' then only hiring other chinese. (idk how indians get away with only hiring indians). The indian kids are rude AF usually, tons of wannabe gangsters, TONS of indian gang crime. . And the worst? the ones that live in brampton and surrey treat it like india. THEY treat YOU like a foreigner. I hate em. I just dont understand why immigrants cant just atleast learn the language and customs
Identity Attack0.17925262
Insult0.06634661
Profanity0.08775374
Threat0.0091524795
Severe Toxicity0.0077438354
Low Tox 0.17891699 Constructive 0.676 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
We always were against immigration. Feds (Liberals) kept shoving it down our throats. Well, their other hand was stealing our wallets. Can someone tell me what is wrong by our population increasing by healthy Canadians …
We always were against immigration. Feds (Liberals) kept shoving it down our throats. Well, their other hand was stealing our wallets. Can someone tell me what is wrong by our population increasing by healthy Canadians raising healthy families?
Identity Attack0.083355546
Insult0.0806213
Profanity0.016821137
Threat0.008789998
Severe Toxicity0.0036621094
Low Tox 0.17891699 Moderate Con 0.436
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Border agencies literally get warned about people, and choose to ignore it because they want the tax dollars. So even if they catch them, they do catch and release, due to liberal policy. IF they …
Border agencies literally get warned about people, and choose to ignore it because they want the tax dollars. So even if they catch them, they do catch and release, due to liberal policy. IF they get deported they must be not playing into the corrupt system. Big corruption with politicians and law enforcement to turn a blind eye to all this.
Identity Attack0.018671319
Insult0.10440776
Profanity0.0166845
Threat0.007974415
Severe Toxicity0.0021743774
Low Tox 0.17891699 Moderate Con 0.435 Unverified_Claim
Feb 21, 2026 Canadian immigration officers investigating hundreds …
We really need mass deportation in order to survive the current decline we’re in!! Liberal government needs to go in order for this to turn around!!
We really need mass deportation in order to survive the current decline we’re in!! Liberal government needs to go in order for this to turn around!!
Identity Attack0.06795148
Insult0.032468732
Profanity0.01627459
Threat0.03718498
Severe Toxicity0.00541687
Low Tox 0.17891699 Low Con 0.249 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
As always, liberals answer with non-answers because they don't have any. These "students" don't belong here.
As always, liberals answer with non-answers because they don't have any. These "students" don't belong here.
Identity Attack0.05612817
Insult0.083359696
Profanity0.014703264
Threat0.00704232
Severe Toxicity0.0024986267
Low Tox 0.17805049 Low Con 0.121
Oct 1, 2025 IRCC Names India in Study …
Liberal government is broken
Liberal government is broken
Identity Attack0.06158508
Insult0.06722072
Profanity0.0569429
Threat0.009851551
Severe Toxicity0.004711151
Low Tox 0.17805049 Low Con 0.26 Policy_Critique
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
As a British Canadian living in the UK, I feel I'm stuck between a rock and a hard place, because both countries are being destroyed by liberal governments & mass immigration. 😮 Good video, exposing …
As a British Canadian living in the UK, I feel I'm stuck between a rock and a hard place, because both countries are being destroyed by liberal governments & mass immigration. 😮 Good video, exposing the truth.
Identity Attack0.10221587
Insult0.06424874
Profanity0.016616182
Threat0.011456826
Severe Toxicity0.004234314
Low Tox 0.17718399 Constructive 0.712 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
The Wonderful Canada I grew up in no longer exists. The Liberals destroyed it building their post national state.
The Wonderful Canada I grew up in no longer exists. The Liberals destroyed it building their post national state.
Identity Attack0.08252834
Insult0.076185785
Profanity0.014976538
Threat0.009722093
Severe Toxicity0.0031280518
Low Tox 0.17631748 Low Con 0.294 Personal_Narrative
Feb 17, 2026 102 likes LILLEY UNLEASHED: The fall of …
We have become too liberal not too conservative. Justin Trudeau has destroyed the once great country that Canada once was. Trudeau and Carney and the WEF globalists want to destroy the west so they can …
We have become too liberal not too conservative. Justin Trudeau has destroyed the once great country that Canada once was. Trudeau and Carney and the WEF globalists want to destroy the west so they can control us but as long as people keep,voting Liberal then nothing will change.
Identity Attack0.045901958
Insult0.07270074
Profanity0.014327513
Threat0.016465442
Severe Toxicity0.0037384033
Low Tox 0.17631748 Low Con 0.299
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Stop voting liberal....please people
Stop voting liberal....please people
Identity Attack0.1035157
Insult0.054376744
Profanity0.018255826
Threat0.0097738765
Severe Toxicity0.00415802
Low Tox 0.17631748 Low Con 0.257 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
it was about 5 years ago i had some 'car scene buddies' with nothing better to do so apparently they took up the hobby (for the summer) of calling out pan handlers in canada saskatoon …
it was about 5 years ago i had some 'car scene buddies' with nothing better to do so apparently they took up the hobby (for the summer) of calling out pan handlers in canada saskatoon sk. the lady they exposed wore (whatever nationality) robes , a visible minority. they observed you exiting a new bmx suv (male driver). once they called her out she moved to another location where they recognized and exposed her again. diversity is not our strength, liberals saying "we're all immigrants" is ignorant. my ancestors and all those who came before, came to canada with nothing. no federal financial assistance, no housing, no hand outs. just sent west to undeveloped and unpopulated lands. the pioneers that came and built canada to what it is today lived in poverty in extreme conditions and worked themselves to the bone to provide for their families and build and settle canada. these new 'invaders' are not the same as the pioneers who built and shaped canada
Identity Attack0.09824528
Insult0.08484049
Profanity0.024472807
Threat0.008453408
Severe Toxicity0.0039482117
Low Tox 0.17631748 Constructive 0.646 Identity_Assertion
Dec 20, 2025 Why Canadians Are Turning Against …
Well, all those claimant or bogus asylum seekers who identified themselves the so-called refugees statues are sufficient without the proper oversight in place. I am not even surprised at all with lack of conducting or …
Well, all those claimant or bogus asylum seekers who identified themselves the so-called refugees statues are sufficient without the proper oversight in place. I am not even surprised at all with lack of conducting or supervision determinng the next course of action. Yet again, not the majority of Canadians or electorate voted 🗳 Liberal government back in power under the leadership of Mark Carney, lol! Now, to me, strangely enough the government seems to fall off the cliff or wagon once more with their bizarre and inconsistent policies overshadowing in my opinion!🤦
Identity Attack0.052490227
Insult0.08508729
Profanity0.028913507
Threat0.009204263
Severe Toxicity0.0047683716
Low Tox 0.17545098 Constructive 0.513
Nov 21, 2025 Thousands of refugees allowed into …
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in …
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in shambles! Stephen Harper was a great leader! We need that again, forget about the Liberals!
Identity Attack0.068465814
Insult0.0838533
Profanity0.01402008
Threat0.0076637166
Severe Toxicity0.0031471252
Low Tox 0.17545098 Constructive 0.515
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
We have people sleeping in tents outside during the winter -30c and even worse weather, we have a major housing crisis, we are short close to half a million homes. Young Canadians are not getting …
We have people sleeping in tents outside during the winter -30c and even worse weather, we have a major housing crisis, we are short close to half a million homes. Young Canadians are not getting hired because companies are hiring foreigners who are cheap labour, young people are not able to afford to move out of their parents homes. We are now seeing young Canadians looking for jobs and opportunities outside of Canada 🇨🇦, the Liberal government has destroyed this country.
Identity Attack0.08666438
Insult0.07238392
Profanity0.014805742
Threat0.009903334
Severe Toxicity0.0037765503
Low Tox 0.17545098 Constructive 0.576 Fear_Threat
Feb 11, 2026 26 likes Canada's tighter immigration policy divides …

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.