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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 103 of 149
"ahoutside" 😂 Canadians pronounce "out" funny
"ahoutside" 😂 Canadians pronounce "out" funny
Identity Attack0.09080041
Insult0.034562174
Profanity0.019280603
Threat0.00636914
Severe Toxicity0.002784729
Low Tox 0.112643376 Moderate Con 0.366
Jan 20, 2026 1 likes Canada’s new rules in 2026
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for a while with Trump in office hoping the next one will continue his fight for his people. Canadians are the one to blame and not this politicians. Elbow up huh??? You really don’t know how Trump trying to save North America and recalibrate it for the goodness of its people living in it.
Identity Attack0.041003603
Insult0.054962315
Profanity0.015249812
Threat0.0074048014
Severe Toxicity0.0024318695
Low Tox 0.112643376 Constructive 0.506 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Immigrants also brought money alot of money. I came 3 years ago, I have friends from different countries. N when ever they speak with their country people they speak in their native tongue. Not all …
Immigrants also brought money alot of money. I came 3 years ago, I have friends from different countries. N when ever they speak with their country people they speak in their native tongue. Not all immigrants r bad, its govenment issue not people. Dont blame my people, they put application paid fee and also paid GIC of 20K plus college fee of 20k+. I know some people can be bad, thats where government should make law implementation better. Plus, no immigrant expected the job crisis tht exist, so whatever job to atleast save some amount rather than hitting the savings, we take. I have adapted the culture, I live my life peacefully without bothering anyone. If there's any religious activity, govt should contact groups and work out ways to celebrate festivals. I have culture from birth country in addition I added Canadian culture. The blend is good, and can be attained if govt make proper planning.
Identity Attack0.08004672
Insult0.03566399
Profanity0.024882717
Threat0.006874025
Severe Toxicity0.0029563904
Low Tox 0.112643376 Constructive 0.852 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
I like how this video goes from a Canadian Cultural Video, to a "Can I get smuggled into USA" video 😂
I like how this video goes from a Canadian Cultural Video, to a "Can I get smuggled into USA" video 😂
Identity Attack0.07508347
Insult0.026058068
Profanity0.025360947
Threat0.011819307
Severe Toxicity0.0041389465
Low Tox 0.112643376 Moderate Con 0.358 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Hey maybe Canadians aren't so bad. I'd gladly annex that guy on the bike.
Hey maybe Canadians aren't so bad. I'd gladly annex that guy on the bike.
Identity Attack0.051808115
Insult0.033680726
Profanity0.017982552
Threat0.021645326
Severe Toxicity0.003566742
Low Tox 0.112540044 Moderate Con 0.423 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Not only do Canadian citizens have to compete with job outsourcing and AI, we also have to deal with the absolute hordes of mass, unchecked migration
Not only do Canadian citizens have to compete with job outsourcing and AI, we also have to deal with the absolute hordes of mass, unchecked migration
Identity Attack0.06613251
Insult0.036325075
Profanity0.013029462
Threat0.0076766624
Severe Toxicity0.00289917
Low Tox 0.112540044 Low Con 0.298
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians can't afford to have babies. I don't know what makes the government or the immigrants they bring in think that, after the free government stipends and support ends, theyll be able to afford to …
Canadians can't afford to have babies. I don't know what makes the government or the immigrants they bring in think that, after the free government stipends and support ends, theyll be able to afford to have babies. They won't. They'll be in the same position most Canadians are in: working their life away to pay their bills, and having the government take half their income in the form of taxes in order to pay for all the NEW immigrants who arrive. I'm guessing that's partly why a lot of new immigrants are leaving Canada shortly after they arrive: they were sold a fairy tale that no longer exists, and probably won't exist again until Canadians wake up and vote out the Liberal party.
Identity Attack0.08087392
Insult0.035333443
Profanity0.015010698
Threat0.007353018
Severe Toxicity0.0032043457
Low Tox 0.112540044 Constructive 0.594
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Where do Canadians go. Born and raised here. It’s not Canada anymore. Where else am I supposed to go? It’s only going to get worse. The damage Trudeau did we will never recover from, and …
Where do Canadians go. Born and raised here. It’s not Canada anymore. Where else am I supposed to go? It’s only going to get worse. The damage Trudeau did we will never recover from, and if we do it won’t be in my lifetime.
Identity Attack0.052490227
Insult0.034341812
Profanity0.011577694
Threat0.009747985
Severe Toxicity0.0028419495
Low Tox 0.112540044 Moderate Con 0.463
Oct 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I think most Canadians purport the anti-rascist agenda that those who complain about immigrants are becoming a smaller and smaller minority. It is after all the Canadian way. Our government and national attitude will never …
I think most Canadians purport the anti-rascist agenda that those who complain about immigrants are becoming a smaller and smaller minority. It is after all the Canadian way. Our government and national attitude will never change. Soon we will suffer great reprocussions for voicing any contrary opinion.
Identity Attack0.09741807
Insult0.034011267
Profanity0.01128734
Threat0.008168601
Severe Toxicity0.0024604797
Low Tox 0.112540044 Constructive 0.528
Sep 2, 2025 Why Canadians Are Turning Against …
I am afraid you are not asking the crucial question -- why did the government allow such massive immigration to Canada? Do you think the calculation of the government was to help immigrants by bringing …
I am afraid you are not asking the crucial question -- why did the government allow such massive immigration to Canada? Do you think the calculation of the government was to help immigrants by bringing in so many to Canada? Is the Canadian government truly that humane? Clearly one impetus for this mass immigration was Canadians cannot by themselves support all of the social systems -- healthcare, welfare, retirement, etc., so Canada needed immigrants who would work like drones to financially support the country. There is also the business interest. Everywhere you turn there is new high-rise being built with hundreds of apartment who do you think is going to pay the $3000 rent for those apartments? Canadians banks also love the deposits of hardworking immigrants. Don't get it twisted, immigrants have been allowed into Canada out of necessity not humanity.
Identity Attack0.052490227
Insult0.055547886
Profanity0.015967157
Threat0.0074436385
Severe Toxicity0.00289917
Low Tox 0.112540044 Constructive 0.685
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Quite wild that majority of Canadians voted for this
Quite wild that majority of Canadians voted for this
Identity Attack0.03894114
Insult0.04910661
Profanity0.014498309
Threat0.0066798385
Severe Toxicity0.0019550323
Low Tox 0.112540044 Low Con 0.295
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They were deceived to believe a province could circumvent the Canadian Immigration rules. The same deceit is practiced across Canadian universities and colleges.
They were deceived to believe a province could circumvent the Canadian Immigration rules. The same deceit is practiced across Canadian universities and colleges.
Identity Attack0.036620867
Insult0.058475737
Profanity0.016001316
Threat0.006763986
Severe Toxicity0.0022697449
Low Tox 0.112540044 Low Con 0.258
Nov 23, 2025 22 likes Quebec Ends Economic Immigration Program …
Spot on One of the rare few BEST casts I have watched. Every word is correct said. I am Canadian, I've been to Jamaica and fell in love with the beautiful country and people. I …
Spot on One of the rare few BEST casts I have watched. Every word is correct said. I am Canadian, I've been to Jamaica and fell in love with the beautiful country and people. I was hoping to live out my final years in Jamaica, but Canada's Liberal government has drained and taken that dream from me and made that move unaffordable now because of their destructive policies. 😢
Identity Attack0.023595277
Insult0.0638991
Profanity0.012517073
Threat0.00636914
Severe Toxicity0.0016593933
Low Tox 0.112436704 Constructive 0.796
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Make a video on Montreal its very French not Canadian
Make a video on Montreal its very French not Canadian
Identity Attack0.1007269
Insult0.022190686
Profanity0.021740068
Threat0.008259222
Severe Toxicity0.003604889
Low Tox 0.112436704 Low Con 0.28 Question
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
1 in 4 Canadians is an immigrant. Good. There is nothing wrong with that. The problem is the crux of this video: The Lack of Assimilation.
1 in 4 Canadians is an immigrant. Good. There is nothing wrong with that. The problem is the crux of this video: The Lack of Assimilation.
Identity Attack0.08004672
Insult0.03136692
Profanity0.011577694
Threat0.0059516393
Severe Toxicity0.0019741058
Low Tox 0.112436704 Moderate Con 0.441
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to …
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to its own native population and country first by investing in them. The new 180 stance on immigration is proof that these super wealthy Western countries are moving forward with stricter immigration policies, a push for increased mass deportation, eliminating Visa/Green Card Holders for certain groups, going after scam related to immigration, rescinding citizenship and deporting non-native populations a lot easier. It's not just Canadians who are sick and tired of all these new people(legal and illegal) but The West in general🇺🇸
Identity Attack0.06749674
Insult0.03665562
Profanity0.015967157
Threat0.008789998
Severe Toxicity0.0032806396
Low Tox 0.112333365 Constructive 0.515 Policy_Critique
Aug 25, 2025 24 likes Why Canadians Are Turning Against …
"We need talent"? We have talent! Canada is full of talent going to waste. Our government would rather import foreigners and slide them into canadian universitys and jobs than support, educate and train Canadians. The …
"We need talent"? We have talent! Canada is full of talent going to waste. Our government would rather import foreigners and slide them into canadian universitys and jobs than support, educate and train Canadians. The old argument that canada just does not have the talent is starting to sound like "other countries have the talent" that Canadians don't measure up..... we need to elect people who think Canadians ARE the talent!
Identity Attack0.061130337
Insult0.042665333
Profanity0.011970525
Threat0.0074436385
Severe Toxicity0.0026893616
Low Tox 0.112333365 Constructive 0.512 Policy_Critique
Nov 22, 2025 18 likes Quebec Ends Economic Immigration Program …
You keep talking about respect the canadian culture or way of life but you haven’t mentioned anything about it. Is the Canadian culture somehow involves you live by yourself or with your partner, go to …
You keep talking about respect the canadian culture or way of life but you haven’t mentioned anything about it. Is the Canadian culture somehow involves you live by yourself or with your partner, go to work, then meet at the tavern, then at the weekend you go to a restaurant? And then what? Wait to die? Is this really a culture? And you want people to adapt this culture. Oh my God
Identity Attack0.044612918
Insult0.031036375
Profanity0.01535229
Threat0.011275585
Severe Toxicity0.0034713745
Low Tox 0.11223003 Moderate Con 0.456
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Yeah and we all know who is to blame for this. Justin Trudeau, Sean Frasier and Marc Miller. Funny how politicians in this country aren’t held responsible for the bad decisions they make that seriously …
Yeah and we all know who is to blame for this. Justin Trudeau, Sean Frasier and Marc Miller. Funny how politicians in this country aren’t held responsible for the bad decisions they make that seriously affect Canadian lives. Canadians have lost their homes and their jobs because of mass immigration.
Identity Attack0.06249457
Insult0.034782536
Profanity0.010621235
Threat0.0066151097
Severe Toxicity0.002002716
Low Tox 0.11212669 Moderate Con 0.487 Policy_Critique
Feb 8, 2026 Why Canada’s immigration system has …
Get them all out!...it will open millions of jobs, there will be homes for our homeless and rents will decrease, there will be less wait times in the hospitals and less strain on our health …
Get them all out!...it will open millions of jobs, there will be homes for our homeless and rents will decrease, there will be less wait times in the hospitals and less strain on our health services, no 5 block line ups at the soup kitchen and food banks. Need I continue??? You get the idea. Sorry...Canada Belongs to Canadians and Canadians Needs Come First!
Identity Attack0.052944973
Insult0.02708937
Profanity0.011782649
Threat0.012233571
Severe Toxicity0.0034713745
Low Tox 0.11212669 Constructive 0.706
Dec 24, 2025 Deportations From Canada at Their …
Canadian immigration is a vote factory , liberals handing out free money so they vote for who pays them
Canadian immigration is a vote factory , liberals handing out free money so they vote for who pays them
Identity Attack0.06294931
Insult0.033901088
Profanity0.012107162
Threat0.0064015044
Severe Toxicity0.0020313263
Low Tox 0.11212669 Low Con 0.116
Dec 26, 2025 1 likes Deportations From Canada at Their …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the cost of living, lack of affordable housing, and job exploitation. Many immigrants work hard in low-wage jobs that others don’t want to take. Pointing fingers at each other doesn’t solve the problem—working together for fairness and equality does. We need unity, not division.”
Identity Attack0.08583717
Insult0.04149419
Profanity0.015386449
Threat0.007081157
Severe Toxicity0.0029754639
Low Tox 0.11212669 Constructive 0.727
Aug 26, 2025 Why Canadians Are Turning Against …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the cost of living, lack of affordable housing, and job exploitation. Many immigrants work hard in low-wage jobs that others don’t want to take. Pointing fingers at each other doesn’t solve the problem—working together for fairness and equality does. We need unity, not division.”
Identity Attack0.08583717
Insult0.04149419
Profanity0.015386449
Threat0.007081157
Severe Toxicity0.0029754639
Low Tox 0.11212669 Constructive 0.72
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
true canadians did not vote for liberals,, the mass gimmigrants did,, they are magority now,, trudeau and carney put them in for votes,, and paid for them to come,,
true canadians did not vote for liberals,, the mass gimmigrants did,, they are magority now,, trudeau and carney put them in for votes,, and paid for them to come,,
Identity Attack0.06294931
Insult0.035774168
Profanity0.012107162
Threat0.0069905366
Severe Toxicity0.0023078918
Low Tox 0.11202335 Low Con 0.218
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Excellent video. As a white Canadian of European background, I love Indian people. They do their best to find a place in this world and to contribute to Canada in any way they can. With …
Excellent video. As a white Canadian of European background, I love Indian people. They do their best to find a place in this world and to contribute to Canada in any way they can. With that being said, there are bad apples everywhere; let's not judge all by the actions of a few.
Identity Attack0.10221587
Insult0.026058068
Profanity0.019758832
Threat0.0076119336
Severe Toxicity0.0025749207
Low Tox 0.11202335 Constructive 0.794
Oct 3, 2025 12 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.