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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: "As a canadian. And as …" 3,707 comments · Page 70 of 149
We had had enough of the liberal corruption it’s time for them to get ousted out. Nothing you mentioned will help any Canadian.
We had had enough of the liberal corruption it’s time for them to get ousted out. Nothing you mentioned will help any Canadian.
Identity Attack0.099899694
Insult0.1711343
Profanity0.01627459
Threat0.032695748
Severe Toxicity0.005378723
Low Tox 0.25462922 Low Con 0.243
Jan 13, 2026 Canada’s new rules in 2026
As a fed up Canadian, thank you for this.
As a fed up Canadian, thank you for this.
Identity Attack0.2331515
Insult0.15840563
Profanity0.022559889
Threat0.007521313
Severe Toxicity0.0065612793
Low Tox 0.25462922 Constructive 0.509 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Ethnic Canadians are extremely fed up with this atrocities 😮😮😮
Ethnic Canadians are extremely fed up with this atrocities 😮😮😮
Identity Attack0.23467018
Insult0.0806213
Profanity0.025770858
Threat0.012906751
Severe Toxicity0.0066375732
Low Tox 0.25462922 Moderate Con 0.326
Aug 26, 2025 Why Canadians Are Turning Against …
Real Canadians don’t like Brampton send them all back home
Real Canadians don’t like Brampton send them all back home
Identity Attack0.20680901
Insult0.08582769
Profanity0.020578653
Threat0.03235042
Severe Toxicity0.008659363
Low Tox 0.25462922 Low Con 0.184 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
As a person living in India, my appeal to the Canadian people is don't let "asylum seekers" from India into your country without proper vetting. Legal migration of skilled labour is one thing you shouldn't …
As a person living in India, my appeal to the Canadian people is don't let "asylum seekers" from India into your country without proper vetting. Legal migration of skilled labour is one thing you shouldn't be looking out for. They're already westernized. What you need to look out for are those that immigrated illegally. Please deport them, honestly. A lot of these self declared asylum seekers are people who've commited serious crimes here in India and running from the Law.
Identity Attack0.2854555
Insult0.08434689
Profanity0.015967157
Threat0.012130005
Severe Toxicity0.008277893
Low Tox 0.25462922 Constructive 0.713
Sep 19, 2025 137 likes Inside Canada's Indian Metropolis (Brampton)
Multiculturalism is a Marxist agenda. Meant to destroy Canada. Forced back in the 70's by Senior Trudeau. Then Junior opens the floodgates, pouring in the whole f ing world while claiming that there's no Canadian …
Multiculturalism is a Marxist agenda. Meant to destroy Canada. Forced back in the 70's by Senior Trudeau. Then Junior opens the floodgates, pouring in the whole f ing world while claiming that there's no Canadian identity anymore, and how he wants Canada to become the First Post National State. State of what? Make Brampton Ontario a Canadian City Again.
Identity Attack0.18391247
Insult0.13245803
Profanity0.07870171
Threat0.012647836
Severe Toxicity0.009422302
Low Tox 0.25462922 Low Con 0.297 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport them all, I am deeply concerned about the impact of current immigration levels and the lack of oversight regarding work permits. In sectors like food service and retail, there is a growing concern that …
Deport them all, I am deeply concerned about the impact of current immigration levels and the lack of oversight regarding work permits. In sectors like food service and retail, there is a growing concern that positions are being filled through undocumented labor or cash-under-the-table arrangements. This bypasses our tax system and makes it incredibly difficult for Canadian students to find the part-time work they rely on for tuition. We need stricter enforcement of labor laws and a more controlled approach to immigration to protect the integrity of our economy.
Identity Attack0.18002926
Insult0.0811385
Profanity0.020442016
Threat0.114629425
Severe Toxicity0.011291504
Low Tox 0.25462922 Constructive 0.755
Dec 30, 2025 Deportations From Canada at Their …
Indian here, our government have been requesting Canadian government to sent these Punjabis back home. They’re not even sending back dangerous people and allowed to “seek asylum” against jail time in India. I have no …
Indian here, our government have been requesting Canadian government to sent these Punjabis back home. They’re not even sending back dangerous people and allowed to “seek asylum” against jail time in India. I have no idea why Canadian government would allow this to happen to their own country.
Identity Attack0.28883415
Insult0.0836065
Profanity0.016821137
Threat0.010110466
Severe Toxicity0.007171631
Low Tox 0.25462922 Constructive 0.602
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in …
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in just few years , unbelievable !! why no inquiry about replacing all other hard working Canadians and legal immigrants by new arrivals from only one country ,India and who are those workers , most of them are students , many came with fake documents and many many of them have absolutely no intention to finish their education in Canada but to use these loopholes to get into Canada and never leave , India is one of the most corrupt countries in the world ( look at the origin of most of the scam calls ! ), you can get a PHD degree there with money, ( the most scary part is hiring nurses or doctors with maybe fake degrees ) now corruption and loopholes in our immigration system allowed this influx of cheaters while hundred of thousands of Canadians cant find jobs and honest people from everywhere who try to immigrate through the front door face all the difficulties, this is not racism, it is the truth ...
Identity Attack0.26833034
Insult0.11978693
Profanity0.025360947
Threat0.00866054
Severe Toxicity0.0077438354
Low Tox 0.25462922 Constructive 0.566
Oct 1, 2025 IRCC Names India in Study …
Poor Canada to think that the woke liberal Canadians also voted for Cabrney to come in 😂😂😂
Poor Canada to think that the woke liberal Canadians also voted for Cabrney to come in 😂😂😂
Identity Attack0.14233272
Insult0.16890354
Profanity0.03239325
Threat0.007068211
Severe Toxicity0.0059890747
Low Tox 0.25462922 Low Con 0.191 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
People who don't want to talk to us, understand us, do business with us, rent to us. but the same people want us to assimilate, Convert, stop talking to each other and stop doing any …
People who don't want to talk to us, understand us, do business with us, rent to us. but the same people want us to assimilate, Convert, stop talking to each other and stop doing any business and pay better taxes to contribute better. Sorry to say, we love white people. I myself had to spend 5 years, put in efforts to make white friends, chinese, japanese, arab, black friends (in order to learn canadian culture and try to adjust myself in it, without compromising extremely on my spiritual beliefs and positive aspects of my culture). quite a few are very good friends and discuss my problems and share theirs while others behave like they are somehow supreme than me... 6.5 years in Canada, worked hard to assimilate and now, Federal Government backstabbed me for PR along with a minimum wage paying, but expecting $30 results employer (white-canadians)... So, I guess, people who are not trusting them knew something that I didn't... I never worked cash never tried to misrepresent myself to IRCC and this is what I am made feel... while 100s of people did cash jobs, saved money and today are getting PRs... still I am trying my best to stay legally, without exploiting loopholes... but, I feel scammed by the canadian dream.
Identity Attack0.293411
Insult0.0818789
Profanity0.037904397
Threat0.008246276
Severe Toxicity0.008773804
Low Tox 0.25462922 Constructive 0.706 Personal_Narrative
Oct 9, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Bro, there's NO competition for resources when the government is literally incentivizing all these companies to hire only migrant workers. Where's the competition when you have to pay a Canadian 30% more? No wonder every …
Bro, there's NO competition for resources when the government is literally incentivizing all these companies to hire only migrant workers. Where's the competition when you have to pay a Canadian 30% more? No wonder every single everything is no longer employed by Black, White or Asian Canadians that actually speak English.
Identity Attack0.29798782
Insult0.06858205
Profanity0.014976538
Threat0.006479179
Severe Toxicity0.005722046
Low Tox 0.25462922 Moderate Con 0.468
Aug 26, 2025 Why Canadians Are Turning Against …
There is no Canadian culture, what is the typical food of Canada, what are the typical dances of Canada, what are the historical monuments of Canada? It is a new country, the architecture is the …
There is no Canadian culture, what is the typical food of Canada, what are the typical dances of Canada, what are the historical monuments of Canada? It is a new country, the architecture is the same as that of the US. And in Canada, immigrants are segregated: Hispanics marry Hispanics, Muslims marry Muslims, whites marry whites. The only thing we share is a table at Tim Hortons, a line at McDonald's, or an elevator in the building.
Identity Attack0.33675182
Insult0.06354945
Profanity0.014190876
Threat0.007417747
Severe Toxicity0.0063705444
Low Tox 0.25462922 Constructive 0.508
Aug 26, 2025 Why Canadians Are Turning Against …
Trudeau and Carney: there's nothing wrong with our border security. Elbows up! Gullible Canadians: okay, and they said a hockey term, I'm going to vote for them! Rational Canadians: 🤦🏼‍♂️
Trudeau and Carney: there's nothing wrong with our border security. Elbows up! Gullible Canadians: okay, and they said a hockey term, I'm going to vote for them! Rational Canadians: 🤦🏼‍♂️
Identity Attack0.17925262
Insult0.16795322
Profanity0.022423252
Threat0.007586042
Severe Toxicity0.0061035156
Low Tox 0.25462922 Low Con 0.233 Policy_Critique
Feb 9, 2026 Inside Canada's Indian Invasion...
Canada is a dumpster fire under the Libs. There is no hope for redemption as a majority of the Canadian electorate keeps putting the LIbs in power.
Canada is a dumpster fire under the Libs. There is no hope for redemption as a majority of the Canadian electorate keeps putting the LIbs in power.
Identity Attack0.10221587
Insult0.21135417
Profanity0.023243073
Threat0.009540852
Severe Toxicity0.00541687
Low Tox 0.25462922 Low Con 0.188 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
13:22 he can always go back in fact, he SHOULD go back; because at some point, Canadians are gonna be fed up; and you dont want to see the most tolerant and patient people in …
13:22 he can always go back in fact, he SHOULD go back; because at some point, Canadians are gonna be fed up; and you dont want to see the most tolerant and patient people in the world get fed up cause thats when things get UGLY
Identity Attack0.10221587
Insult0.14874944
Profanity0.047173142
Threat0.010239923
Severe Toxicity0.0065994263
Low Tox 0.25462922 Moderate Con 0.479
Sep 23, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of …
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of people asking for CBC to be defunded, now I'll pray for it everyday. CBC is a highly anti Canadians television.
Identity Attack0.24462871
Insult0.123407245
Profanity0.016889455
Threat0.009540852
Severe Toxicity0.005607605
Low Tox 0.25462922 Constructive 0.516 Fear_Threat
Jan 16, 2026 2.9 million Canadian temporary visas …
Canadian Truckers are 95% Indian now
Canadian Truckers are 95% Indian now
Identity Attack0.2877625
Insult0.0838533
Profanity0.06295506
Threat0.008362788
Severe Toxicity0.011138916
Low Tox 0.25462922 Low Con 0.22 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I appreciate the concern being raised in this video, but just a small correction, the Lindsey burglar wasnt an immigrant, he was a 'native' white Canadian
I appreciate the concern being raised in this video, but just a small correction, the Lindsey burglar wasnt an immigrant, he was a 'native' white Canadian
Identity Attack0.28883415
Insult0.0813853
Profanity0.029186781
Threat0.008336896
Severe Toxicity0.006713867
Low Tox 0.25462922 Constructive 0.696
Aug 26, 2025 Why Canadians Are Turning Against …
Taxes and Immigration are just two of the Weapons being used against every Canadian by the Government working in cahoots with greedy and lazy oligopolies in this Country, The Question is; Are we as Canadians …
Taxes and Immigration are just two of the Weapons being used against every Canadian by the Government working in cahoots with greedy and lazy oligopolies in this Country, The Question is; Are we as Canadians being replaced ? Absolutely, and it is best not to pretend that it is not happening. Why is the Government flooding the Country with so many Immigrants at such a rapid pace ? Answer: Immigrants from certain parts of the World on average tend to be superficially obedient and compliant as regards Authoritarian Mechanisms ( social face ) However, they are simply more " skillful " and crafty when it comes to getting things done. They share the same cultures, languages, tribal and other local networks and many times those connections extend internationally. As Canadians, we tend to be highly individualistic, often politically and socially apathetic - in short, we do not have what they have. We are being out-competed and exploited by the very Freedoms we've fought to uphold.
Identity Attack0.12440576
Insult0.19500497
Profanity0.022833163
Threat0.009307829
Severe Toxicity0.0059509277
Low Tox 0.25462922 Constructive 0.636
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
That church that was converted to a Hindu temple was most likely built by the donations of what we would consider now as poor Canadians who sacrificed for it. If they could see it now …
That church that was converted to a Hindu temple was most likely built by the donations of what we would consider now as poor Canadians who sacrificed for it. If they could see it now 😢😢
Identity Attack0.28034934
Insult0.07935401
Profanity0.014190876
Threat0.007922632
Severe Toxicity0.005683899
Low Tox 0.25462922 Constructive 0.513 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
0:36 That guy is saying that ....they sell and buy among themselves..... The fact is that they eat rice and lentils with spices kind of food ...so obviously they will buy that stuff from those …
0:36 That guy is saying that ....they sell and buy among themselves..... The fact is that they eat rice and lentils with spices kind of food ...so obviously they will buy that stuff from those people who sell it. The Canadian white people should focus on doing South Asian business and stuff rather than complaining.
Identity Attack0.28034934
Insult0.07491849
Profanity0.025907494
Threat0.0074306927
Severe Toxicity0.0051879883
Low Tox 0.25462922 Constructive 0.533 Identity_Assertion
Oct 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I a Canadian don’t have an issue with Indian immigrants I have an issue with immigrants who don’t work and live off The government and our money, but thank you for speaking of this
I a Canadian don’t have an issue with Indian immigrants I have an issue with immigrants who don’t work and live off The government and our money, but thank you for speaking of this
Identity Attack0.31307843
Insult0.08212569
Profanity0.017914234
Threat0.0065956907
Severe Toxicity0.006904602
Low Tox 0.25462922 Constructive 0.666 Identity_Assertion
Feb 3, 2026 Inside Canada's Indian Invasion...
The vast majority of Canadians (including the recent immigrants) want less immigration. There is no division at all. The only people who want more immigrants, are greedy businesses who don't want to pay Canadians decent …
The vast majority of Canadians (including the recent immigrants) want less immigration. There is no division at all. The only people who want more immigrants, are greedy businesses who don't want to pay Canadians decent wages.
Identity Attack0.18235919
Insult0.16337912
Profanity0.01846078
Threat0.006686311
Severe Toxicity0.0039100647
Low Tox 0.25462922 Moderate Con 0.473 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
At this point, I'm over every culture. We have been conditioned in the West to think that we have no culture, we need to embrace, worship, and accept everyone else's culture. Really over it. We …
At this point, I'm over every culture. We have been conditioned in the West to think that we have no culture, we need to embrace, worship, and accept everyone else's culture. Really over it. We have built a beautiful way of life in the western world and we should work harder to preserve it. I've been to India. Although I like most Indians that come to our part of the world, WE DO NOT WANT OUR COUNTRY TURNING INTO INDIA (or any other country/culture for that matter). Assimilate, get with the program, or GTFO. Enough is enough. Americans, Canadians, Europeans..stand up for your country and culture before it is completely erased. If we decided to move to any of these third world countries and pull the same crap, locals would be up in arms.
Identity Attack0.2816105
Insult0.075868964
Profanity0.08322773
Threat0.011715741
Severe Toxicity0.014511578
Low Tox 0.25462922 Constructive 0.685 Identity_Assertion
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.