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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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Active: "As a Canadian and an …" 3,707 comments · Page 109 of 149
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, medical, housing , food and employment problems.. he fixes it by giving more of our billions to the Ukraine.. meanwhile 6 million people dont have doctors and tens of thousands of Canadians are dying waiting for surgery.. and 2 million people a month go to food banks.
Identity Attack0.039456755
Insult0.034672357
Profanity0.010945748
Threat0.007365964
Severe Toxicity0.0021362305
Low Tox 0.104361884 Moderate Con 0.421 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone else, for it is an outrage to discriminate against any such man because of creed, or birthplace, or origin.. But this is predicated upon the person’s becoming in every facet a Canadian, and nothing but a Canadian… There can be no divided allegiance here. Any man who says he is a Canadian, but something else also, isn’t a Canadian at all. We have room for but one flag, the Canadian flag… And we have room for but one sole loyalty and that is a loyalty to the Canadian people.’ Wilfrid Laurier 1907
Identity Attack0.060675595
Insult0.03335018
Profanity0.017026093
Threat0.007974415
Severe Toxicity0.0024986267
Low Tox 0.104361884 Constructive 0.515 Identity_Assertion
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Too many people from India immigrated over the last 5 years. It's an inconvenient truth that people are scared to talk about outside of their home or close friend group , but every Canadian has …
Too many people from India immigrated over the last 5 years. It's an inconvenient truth that people are scared to talk about outside of their home or close friend group , but every Canadian has had this conversation
Identity Attack0.1007269
Insult0.024382202
Profanity0.012038844
Threat0.0060778605
Severe Toxicity0.0018978119
Low Tox 0.104361884 Constructive 0.606 Identity_Assertion
Jul 10, 2025 24 likes How Canada broke its immigration …
Lack knowledge on Canadian 🇨🇦 immigration 🛂 is very much common in this comment section. I came as a SKILLED immigrant ( POINT BASED SYSTEM)
Lack knowledge on Canadian 🇨🇦 immigration 🛂 is very much common in this comment section. I came as a SKILLED immigrant ( POINT BASED SYSTEM)
Identity Attack0.04177703
Insult0.03489272
Profanity0.012038844
Threat0.005848073
Severe Toxicity0.0020694733
Low Tox 0.103928015 Moderate Con 0.45
Aug 20, 2025 How Canada broke its immigration …
Back all Studente Tures and Eligaly pepele Canadian emegretion.
Back all Studente Tures and Eligaly pepele Canadian emegretion.
Identity Attack0.056582913
Insult0.029714199
Profanity0.011936366
Threat0.008453408
Severe Toxicity0.002861023
Low Tox 0.103928015 Low Con 0.289
Nov 18, 2025 1 likes IRCC Names India in Study …
When I moved to Canada from Poland, I was told to keep my head down and behave like the Canadians do. Never imagined a world where I showed up and forced my hosts to adapt …
When I moved to Canada from Poland, I was told to keep my head down and behave like the Canadians do. Never imagined a world where I showed up and forced my hosts to adapt to my culture.
Identity Attack0.06749674
Insult0.030044744
Profanity0.01220964
Threat0.00746953
Severe Toxicity0.0023555756
Low Tox 0.103928015 Moderate Con 0.487
Oct 3, 2025 149 likes Inside Canada's Indian Metropolis (Brampton)
Those jobs were viable for years but Canadians didn't want them because their min wage and lousy hours and conditions. Theses people have a real work ethic and they want to succeed . The average …
Those jobs were viable for years but Canadians didn't want them because their min wage and lousy hours and conditions. Theses people have a real work ethic and they want to succeed . The average age in Canada is fifty seven. Who's going to pay for the Canada Pension when weir to old to work? Hope ya don't think the rich is going to help you with no pensions and medical.
Identity Attack0.024600167
Insult0.053791173
Profanity0.012687869
Threat0.0059322207
Severe Toxicity0.0014209747
Low Tox 0.103928015 Constructive 0.602
Aug 25, 2025 Why Canadians Are Turning Against …
For everyone complaining here..write all your MPs and MLA to demand change. Stop renting housing to them, stop employing them, stop doing business with immigrant owned businesses, etc. If canadians care everyone can take action!
For everyone complaining here..write all your MPs and MLA to demand change. Stop renting housing to them, stop employing them, stop doing business with immigrant owned businesses, etc. If canadians care everyone can take action!
Identity Attack0.062039822
Insult0.029163294
Profanity0.0118338885
Threat0.007145886
Severe Toxicity0.0022220612
Low Tox 0.103928015 Constructive 0.62 Call_To_Action
Dec 30, 2025 1 likes IRCC Names India in Study …
He should collect their tears in a jar and sell them online. Real Canadians will pay top dollar for the tears of people who rightfully got the boot from this country.
He should collect their tears in a jar and sell them online. Real Canadians will pay top dollar for the tears of people who rightfully got the boot from this country.
Identity Attack0.039456755
Insult0.029604018
Profanity0.015557245
Threat0.00951496
Severe Toxicity0.0025749207
Low Tox 0.103928015 Low Con 0.281 Humor_Satire
Jan 18, 2026 2.9 million Canadian temporary visas …
Pay taxes be a Canadian.
Pay taxes be a Canadian.
Identity Attack0.06704199
Insult0.026058068
Profanity0.012517073
Threat0.006602164
Severe Toxicity0.002708435
Low Tox 0.103928015 Moderate Con 0.306
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Unfortunately, this tells us how much the Canadian immigration system is broken.
Unfortunately, this tells us how much the Canadian immigration system is broken.
Identity Attack0.055673428
Insult0.029493837
Profanity0.0113385795
Threat0.006272047
Severe Toxicity0.0016593933
Low Tox 0.103928015 Low Con 0.24
Oct 1, 2025 18 likes IRCC Names India in Study …
If we really see the forest for the trees... This is a worldwide agenda... To.. create a helplessness around the socio economic politics.. to even out the playing field of... Everyone.. & the lack of …
If we really see the forest for the trees... This is a worldwide agenda... To.. create a helplessness around the socio economic politics.. to even out the playing field of... Everyone.. & the lack of judicial reform.. to ensure Chaos.. & the eventual Militarized police officers... & The acceptance of law and...Dis. order..... . This really ruins it for the people who appreciate the opportunity for Canadian citizens who really do wish to be legitimate taxpayers & actually work.... ... Just another example of how the government is utterly COMPLICIT in denigrating the Judicial SYSTEM... ... .... This is not a Party Partisanship issue... . It is the.. weakening of our system as a whole... ... As we have seen... The demographics of crime... Is an extreme issue... Not to be taken lightly.... This is beyond sad... It is sheer Apathy.. of the Canadian government to... Protect against outside influences.... Perhaps we might consider that.... ... Some people don't have a creed of .. Civil obedience... Our laws must change... & Radically... As .. some are just given to the thoughts of... Scamming the system... & Trying to get away with.. whatever they can... We need actual... Teeth in our Judicial SYSTEM.. 😮...
Identity Attack0.01139534
Insult0.05144889
Profanity0.01764096
Threat0.007521313
Severe Toxicity0.0023174286
Low Tox 0.103494145 Moderate Con 0.496 Fear_Threat
Dec 24, 2025 Deportations From Canada at Their …
This is how Elections are Rigged . So the Lib Federal Government can continue too Gather more and more Taxes from Canadian ,and massive knew migrants .money Money is the agenda of the Canadian Lib …
This is how Elections are Rigged . So the Lib Federal Government can continue too Gather more and more Taxes from Canadian ,and massive knew migrants .money Money is the agenda of the Canadian Lib Government.
Identity Attack0.035074018
Insult0.03827355
Profanity0.012414595
Threat0.006479179
Severe Toxicity0.0018978119
Low Tox 0.103494145 Low Con 0.156 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later …
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later demographic shift could later be seen during 16th century from European colonization where majority of french and british invaded with consistent colonization & took control of the land, these settlers, along with later European immigrants, seized indigenous land, displaced indigenous communities, and brought diseases that decimated native populations. Long story short now, based on 2021 census data shows native canadian population make up to only 5% of total Canadian population whereas the rest remaining are non-indigenous people of Canada at above 90% are foreign invaders from 16th century who came as an opportunist and occupied everything; same as Indian they came took the opportunity by working hard, contributing to the nation yet, you people here crying, complaining & bragging abt these & that abt Indian's bt let's not forget "Europeans" are the ones who did the dirtiest things characterized by forced assimilation, abusive residential school system, and loss of land. Please explain this from a liberal perspective, how was it fair for Indigenous people of Canada?? compared to Indian Standards.
Identity Attack0.0543092
Insult0.03522326
Profanity0.016069634
Threat0.007417747
Severe Toxicity0.0031089783
Low Tox 0.103494145 Constructive 0.683 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Buddy you're not asking native Canadians 😂 sorry
Buddy you're not asking native Canadians 😂 sorry
Identity Attack0.07425626
Insult0.027347196
Profanity0.0138151245
Threat0.0059775305
Severe Toxicity0.002231598
Low Tox 0.103494145 Low Con 0.257 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The great peaceful Canada that I call Home is going down the drain. The government has done this to our people. Immigration on the rise. The Liberals are still bringing in new immigrants and supporting …
The great peaceful Canada that I call Home is going down the drain. The government has done this to our people. Immigration on the rise. The Liberals are still bringing in new immigrants and supporting them. Our children can’t find jobs and if they do it takes months to get one. Why does the government house immigrants? Why are we the tax payers footing the bill. We as Canadians are stressed!! Why do we have to leave a country that we live in. The Government has let down their people.
Identity Attack0.042550452
Insult0.030375287
Profanity0.012517073
Threat0.007547205
Severe Toxicity0.0024604797
Low Tox 0.103060275 Constructive 0.62
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
Proof that Canadians love the Indian..
Proof that Canadians love the Indian..
Identity Attack0.08831879
Insult0.025155678
Profanity0.014942379
Threat0.006272047
Severe Toxicity0.002632141
Low Tox 0.103060275 Moderate Con 0.357 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Employers choose Indian students over local Canadian students bc they only have to pay them half as much. The other half of their wages are paid by us tax payers through a subsidy program. There's …
Employers choose Indian students over local Canadian students bc they only have to pay them half as much. The other half of their wages are paid by us tax payers through a subsidy program. There's nothing wrong with good honest working people moving to a new country and living and working like the locals. But when you live OFF of the locals tax dollars or cheat the system, it is not going to be healthy for immigrants, Canadians or the economy.
Identity Attack0.07673789
Insult0.028392024
Profanity0.0127561875
Threat0.006304411
Severe Toxicity0.00207901
Low Tox 0.103060275 Constructive 0.61 Economic_Argument
Oct 2, 2025 IRCC Names India in Study …
the problem isn’t them necessarily but they way they refuse to assimilate to canadian culture. it’s exhausting.
the problem isn’t them necessarily but they way they refuse to assimilate to canadian culture. it’s exhausting.
Identity Attack0.05976611
Insult0.030485468
Profanity0.011526455
Threat0.0064597605
Severe Toxicity0.0016975403
Low Tox 0.103060275 Moderate Con 0.304 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
7:54 Tyler is in a winter jacket and the subject is in sandals. Just give him his Canadian citizenship.
7:54 Tyler is in a winter jacket and the subject is in sandals. Just give him his Canadian citizenship.
Identity Attack0.036878675
Insult0.03070583
Profanity0.011014067
Threat0.007327127
Severe Toxicity0.0018405914
Low Tox 0.103060275 Low Con 0.265 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
As a Canadian apartment dweller, curry smell is common.
As a Canadian apartment dweller, curry smell is common.
Identity Attack0.036105253
Insult0.033901088
Profanity0.015659723
Threat0.006058442
Severe Toxicity0.002002716
Low Tox 0.103060275 Moderate Con 0.468 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
4:56 BASED CANADIAN MAKE HIM PRIME MINISTER
4:56 BASED CANADIAN MAKE HIM PRIME MINISTER
Identity Attack0.040745795
Insult0.025413504
Profanity0.017572641
Threat0.009437286
Severe Toxicity0.0037193298
Low Tox 0.102626406 Low Con 0.169
Jan 27, 2026 Inside Canada's Indian Invasion...
Meanwhile Canadian yt women supports this
Meanwhile Canadian yt women supports this
Identity Attack0.052490227
Insult0.023093075
Profanity0.022013342
Threat0.0074436385
Severe Toxicity0.0027275085
Low Tox 0.102626406 Low Con 0.279 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
The guy on with the bike in front of Tim hortans is how most Canadians feel about us immigrants guys so keep mixing the cultures together we are better ✌️😂😂
The guy on with the bike in front of Tim hortans is how most Canadians feel about us immigrants guys so keep mixing the cultures together we are better ✌️😂😂
Identity Attack0.056582913
Insult0.0279513
Profanity0.015693882
Threat0.0072882893
Severe Toxicity0.0025939941
Low Tox 0.102626406 Moderate Con 0.447 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Kind how the Native Canadians Feel ? eh But they live on land no Tax No imcome tax
Kind how the Native Canadians Feel ? eh But they live on land no Tax No imcome tax
Identity Attack0.06476828
Insult0.027476108
Profanity0.012517073
Threat0.0064144502
Severe Toxicity0.002632141
Low Tox 0.102626406 Moderate Con 0.352 Comparative_Framing
Oct 4, 2025 1 likes 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.