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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: "I am Canadian and will …" 3,707 comments · Page 71 of 149
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...
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 …
canadians tasting their own medicine 🤣🤣
canadians tasting their own medicine 🤣🤣
Identity Attack0.2463217
Insult0.07998765
Profanity0.025087673
Threat0.008065036
Severe Toxicity0.0076293945
Low Tox 0.25462922 Low Con 0.23 Humor_Satire
Jan 5, 2026 Inside Canada's Indian Metropolis (Brampton)
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 …
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...
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)
0:35 Homeless Canadian-bogan/derro equivalent talking about paying no taxes, homeless because of his meth/alcohol addiction, not immigration.
0:35 Homeless Canadian-bogan/derro equivalent talking about paying no taxes, homeless because of his meth/alcohol addiction, not immigration.
Identity Attack0.18468912
Insult0.15769513
Profanity0.016137952
Threat0.0066215824
Severe Toxicity0.0063323975
Low Tox 0.25462922 Low Con 0.178 Policy_Critique
Nov 2, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
They are taking OUR jobs. We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians …
They are taking OUR jobs. We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians in Canada than Canadians. I miss Canada.
Identity Attack0.28034934
Insult0.0810151
Profanity0.02119352
Threat0.009644418
Severe Toxicity0.009155273
Low Tox 0.25462922 Moderate Con 0.479 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
For all 10 or 20 million people in Canada there are 1500 million in India. Apparently we are doing well. We will better of without this Canadian asylum scam (drugs/ human trafficking business) and student …
For all 10 or 20 million people in Canada there are 1500 million in India. Apparently we are doing well. We will better of without this Canadian asylum scam (drugs/ human trafficking business) and student visa scam. The so called Indian student (black T shirt , beared) in Brampton did not appeared to be well educated. (English) So in effect he was paying ransom of 8K masqueraded as education fees to have right to work in Brampton .
Identity Attack0.27798235
Insult0.15769513
Profanity0.020783609
Threat0.00746953
Severe Toxicity0.00705719
Low Tox 0.25462922 Constructive 0.637
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
They say racism is taught. And within young kids you can see and hear very clearly it totally can be as it’s heavily based on perspective. As someone with autism I genuinely just see people …
They say racism is taught. And within young kids you can see and hear very clearly it totally can be as it’s heavily based on perspective. As someone with autism I genuinely just see people for who they are and what they provide ignoring race or politics and I’ve never been racist. With all of that said I almost feel as a white Canadian now a days what “first generation racism” feels like. But it’s not like traditional “racism” hating for the sake of hating. It’s more so getting mad that they come into our country refusing to adapt and then also take countless amounts of jobs while sky rocketing housing prices. Like damn when I was a kid I felt like I had so many options. But now there’s no seeable future for me it feels like. Immigrants are taking so many jobs and countless people faking disabilities so I cannot have mine taken seriously or properly. Like holy crap man call me “racist” but mass immigration has undeniably changed Canada for the worst and if you don’t agree you’re probably one of the problems that moved here
Identity Attack0.27914262
Insult0.09563028
Profanity0.03615085
Threat0.009696201
Severe Toxicity0.0075531006
Low Tox 0.25462922 Constructive 0.78
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
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 …
I cam to Canada 43 years ago I went to school here I grow I had kids here Canada was a complete different country these Indians came and changed our Canadian culture they have no …
I cam to Canada 43 years ago I went to school here I grow I had kids here Canada was a complete different country these Indians came and changed our Canadian culture they have no respect or manners something really needs to done thank you
Identity Attack0.2949366
Insult0.086852804
Profanity0.022286616
Threat0.007819066
Severe Toxicity0.010223389
Low Tox 0.25462922 Constructive 0.617 Identity_Assertion
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Sorry not dividing Canadians. The immigration levels in Cansda have been insane. Many agree they should be reduced.
Sorry not dividing Canadians. The immigration levels in Cansda have been insane. Many agree they should be reduced.
Identity Attack0.15303208
Insult0.16989174
Profanity0.019553876
Threat0.01187109
Severe Toxicity0.0051879883
Low Tox 0.25462922 Constructive 0.681 Policy_Critique
Feb 23, 2026 Canada's tighter immigration policy divides …
Boycott Tim Hortons until they hire Canadians
Boycott Tim Hortons until they hire Canadians
Identity Attack0.2700233
Insult0.0638991
Profanity0.02119352
Threat0.040638234
Severe Toxicity0.006942749
Low Tox 0.25462922 Low Con 0.206 Call_To_Action
Feb 4, 2026 Inside Canada's Indian Invasion...
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...
I feel so bad for the canadians ngl.
I feel so bad for the canadians ngl.
Identity Attack0.27991617
Insult0.056719027
Profanity0.06345607
Threat0.022335978
Severe Toxicity0.007858276
Low Tox 0.25462922 Moderate Con 0.467 Fear_Threat
Jan 27, 2026 1 likes 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...
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)
99.99% of canadians i talk to, want them gone
99.99% of canadians i talk to, want them gone
Identity Attack0.18391247
Insult0.06424874
Profanity0.054437835
Threat0.1329628
Severe Toxicity0.009727478
Low Tox 0.25462922 Moderate Con 0.342 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As a white Canadian i would say we all are migrants from eaurope! We shouldn’t hate migrants this is native land
As a white Canadian i would say we all are migrants from eaurope! We shouldn’t hate migrants this is native land
Identity Attack0.30256465
Insult0.06442356
Profanity0.04141149
Threat0.008103873
Severe Toxicity0.007209778
Low Tox 0.25462922 Constructive 0.595 Moral_Argument
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
This is the canada all these prideful canadians are so proud i guess lol. Whats the point of being soverign when you can't control your borders, your economy, your milltary or anything a sovereign nation …
This is the canada all these prideful canadians are so proud i guess lol. Whats the point of being soverign when you can't control your borders, your economy, your milltary or anything a sovereign nation is suppost to do? Our border is unguarded along america allowing illegal migrants who come to our countries from around the world to sneak into the usa or sneak into Canada, 73% of all our exports go to the usa, usa is no longer rather our boss, all these prideful canadians dont realize that our whole economy hinges on america lol, russia and china have been investing in making milltary bases in the artic, if we dont secure our artic then the usa will do it for us, but if that happens then who will really own the artic?
Identity Attack0.18705739
Insult0.15769513
Profanity0.048175167
Threat0.008285114
Severe Toxicity0.008621216
Low Tox 0.2540519 Moderate Con 0.427 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I know sir you may feel some anger but Indians will replace you too, and I don’t think you will like it. I feel sadness for all the Canadians.
I know sir you may feel some anger but Indians will replace you too, and I don’t think you will like it. I feel sadness for all the Canadians.
Identity Attack0.28034934
Insult0.07238392
Profanity0.017709278
Threat0.01119791
Severe Toxicity0.0063323975
Low Tox 0.2540519 Constructive 0.526
Jan 13, 2026 Why Canadians Are Turning Against …
There are very few legitimate "War Refugees" in Canada. Most of these people are economic migrants using our system against us. Why does our government favor foreigners over our own people? Seriously, I would like …
There are very few legitimate "War Refugees" in Canada. Most of these people are economic migrants using our system against us. Why does our government favor foreigners over our own people? Seriously, I would like to know. Everything the Liberal Party Mafia does is punishment for people for being Canadian.
Identity Attack0.25647953
Insult0.12702756
Profanity0.017436003
Threat0.010835429
Severe Toxicity0.005569458
Low Tox 0.2540519 Constructive 0.505 Unverified_Claim
Feb 27, 2026 10 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Well you've opened the borders and look what's happened to your country! It's not good at all ! Get your country back Canadians!!
Well you've opened the borders and look what's happened to your country! It's not good at all ! Get your country back Canadians!!
Identity Attack0.26325142
Insult0.06757036
Profanity0.016342908
Threat0.008893564
Severe Toxicity0.007286072
Low Tox 0.2540519 Moderate Con 0.334
Sep 20, 2025 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.