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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: "Stop immigration" 280 comments · Page 2 of 12
Personally disgusted ,angered etc.I feel like a minority in my own country... I work hard AND I pay my taxes....the immigration scene from South Asia is so disturbing they don't pay taxes, supposed Universities, colleges...BS …
Personally disgusted ,angered etc.I feel like a minority in my own country... I work hard AND I pay my taxes....the immigration scene from South Asia is so disturbing they don't pay taxes, supposed Universities, colleges...BS ..... its a cover... the free loading HAS TO DAMN WELL STOP.
Identity Attack0.39870077
Insult0.4125297
Profanity0.42709363
Threat0.01187109
Severe Toxicity0.03590374
Moderate 0.5140397 Constructive 0.528
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Recent polls suggest 70% of Canadians don't want more immigration. That *alone* should be enough for the government to stop doing what its doing. And when India's Foreign Affairs Minister warns Canada that they're bringing …
Recent polls suggest 70% of Canadians don't want more immigration. That *alone* should be enough for the government to stop doing what its doing. And when India's Foreign Affairs Minister warns Canada that they're bringing in criminals and not adequately checking those who arrive - you've got a clear indication that the entire system is complete garbage.
Identity Attack0.21075934
Insult0.5678696
Profanity0.17055123
Threat0.0072235605
Severe Toxicity0.014382465
Moderate 0.5140397 Moderate Con 0.483 Insult Unverified_Claim
Jun 21, 2025 How Canada broke its immigration …
Guess what you are a product of the European invasion of North America, your grandparents aren't native and you don't have the right to stop legal immigrants. If you have said the same in europe …
Guess what you are a product of the European invasion of North America, your grandparents aren't native and you don't have the right to stop legal immigrants. If you have said the same in europe i would have agreed with you but not with countries like the US , Canada and Australia never. I can guarantee that if white illegal immigrants take over your entire country you wouldn't be having a problem but a brown legal immigrant will be a problem for you illiterates forever!!!!!
Identity Attack0.5135796
Insult0.48313886
Profanity0.10363861
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.509388 Moderate Con 0.371 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a Canadian Immigrant , I am sick and tired of these people coming to Canada with the expectation of a free ride , and shoving their Culture and Religion down our throats. My father …
As a Canadian Immigrant , I am sick and tired of these people coming to Canada with the expectation of a free ride , and shoving their Culture and Religion down our throats. My father worked hard all his life to support the family , and we became Canadians, learned the language and support ourselves . These New Comers are simply disgusting, disrespectful and Entitled . This has to stop, we need a New Government that Puts Canadians First.
Identity Attack0.46028158
Insult0.5130944
Profanity0.0684662
Threat0.010421164
Severe Toxicity0.023076924
Moderate 0.50503236 Moderate Con 0.497 Insult
Aug 25, 2025 1,527 likes Why Canadians Are Turning Against …
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, …
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, we need mass deportation now. Muslims dont belong in western societies, Muslims should only live in muslim countries, there are 50 muslim countries, pick one. This is getting ridiculous, canada has lost its identity, these rotten politicians are not listening to Canadians.
Identity Attack0.53446084
Insult0.48228607
Profanity0.13168186
Threat0.039602257
Severe Toxicity0.02406851
Moderate 0.50503236 Moderate Con 0.343 Identity Attack Identity_Assertion
Jun 18, 2025 1 likes How Canada broke its immigration …
I still don't see the problem. No one's persecuting locals or trying to impose Shariah law Islamism? Sans the assholes, generally they're productive, tax paying citizens, who do things differently. Regardless, they add billions of …
I still don't see the problem. No one's persecuting locals or trying to impose Shariah law Islamism? Sans the assholes, generally they're productive, tax paying citizens, who do things differently. Regardless, they add billions of dollars to the economy. If they were all "not working" like that bald guy said, the city wouldn't be as productive or be as rich or as sprawling. Is it too much immigration all at the same time, yeah but locals would have problem with non-white people even if there was litte immigration. Stop the immigration numbers and disgruntled whites would still have an issue with Brampton despite majority white cities the same size as Brampton not being as productive, rapidly facing demographic and economic decline. Majority of the accusations the white people made, were not even proven in the video. I mean ok I guess.
Identity Attack0.48915586
Insult0.48627716
Profanity0.40878695
Threat0.033386398
Severe Toxicity0.044870634
Moderate 0.48021027 Constructive 0.743 Moral_Argument
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Stop importing Indians. Canada is losing the jobs and even the identity. This is NOT Immigration BUT Invasion!
Stop importing Indians. Canada is losing the jobs and even the identity. This is NOT Immigration BUT Invasion!
Identity Attack0.55044734
Insult0.33998606
Profanity0.03915693
Threat0.010343489
Severe Toxicity0.023129508
Moderate 0.47900817 Low Con 0.299 Identity Attack Fear_Threat
Feb 14, 2026 Inside Canada's Indian Invasion...
Immigrants, immigrants, immigrants, we have to stop doing this nonsense. Like the guy said leave your culture at the door, or go back where you came from.
Immigrants, immigrants, immigrants, we have to stop doing this nonsense. Like the guy said leave your culture at the door, or go back where you came from.
Identity Attack0.47178617
Insult0.4596616
Profanity0.11292298
Threat0.016120117
Severe Toxicity0.023076924
Moderate 0.47772613 Moderate Con 0.345 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
I am I immigrant myself. I came to Canada 48 Years ago, and Bought with me skilled trade and I am Highly skilled Person worked Hard and Contributed to my community . STOP BRINGING SMALLY …
I am I immigrant myself. I came to Canada 48 Years ago, and Bought with me skilled trade and I am Highly skilled Person worked Hard and Contributed to my community . STOP BRINGING SMALLY GARBEDGE TO CANADA.
Identity Attack0.32476485
Insult0.50440645
Profanity0.07805514
Threat0.007094103
Severe Toxicity0.015350811
Moderate 0.47119883 Constructive 0.622 Insult
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
No surprise India is the top country for frauds. And stop mass immigration from India. It's a disaster
No surprise India is the top country for frauds. And stop mass immigration from India. It's a disaster
Identity Attack0.5135796
Insult0.40243408
Profanity0.13608865
Threat0.019746035
Severe Toxicity0.024678862
Moderate 0.46982017 Low Con 0.175 Identity Attack Unverified_Claim
Sep 29, 2025 1 likes IRCC Names India in Study …
Stop calling it anything besides Indian immigrants they are the problem, not German or French or even Russian just import from India
Stop calling it anything besides Indian immigrants they are the problem, not German or French or even Russian just import from India
Identity Attack0.5498214
Insult0.3388922
Profanity0.14930901
Threat0.012751401
Severe Toxicity0.024631912
Moderate 0.46716887 Low Con 0.114 Identity Attack Identity_Assertion
Sep 13, 2025 Why Canadians Are Turning Against …
Also, whining about your pay, but forgetting the YOLO phase you all, including myself had to deal with. So many alcoholics crying because they facing the problems many have faced for generations. Im not a …
Also, whining about your pay, but forgetting the YOLO phase you all, including myself had to deal with. So many alcoholics crying because they facing the problems many have faced for generations. Im not a fan of immigration, but seeing the first class whitey get some humble pie is crazy :) Stop being a PAWG and chasing that man sausage
Identity Attack0.38826546
Insult0.48627716
Profanity0.17987521
Threat0.011405042
Severe Toxicity0.023076924
Moderate 0.46186632 Moderate Con 0.466
Aug 29, 2025 Why Canadians Are Turning Against …
Canada is being ruled by a globalist criminal cartel. Arrest the traitors in Ottawa. Immigration becomes warfare when a country stops building homes and imports 1.2 MILLION people a year. Arrest the globalist traitors in …
Canada is being ruled by a globalist criminal cartel. Arrest the traitors in Ottawa. Immigration becomes warfare when a country stops building homes and imports 1.2 MILLION people a year. Arrest the globalist traitors in Ottawa.
Identity Attack0.38176915
Insult0.46625584
Profanity0.18049006
Threat0.14485972
Severe Toxicity0.023076924
Moderate 0.46186632 Low Con 0.147
Aug 31, 2025 8 likes Why Canadians Are Turning Against …
Just to make a correction, I 25 (F) daughter of immigrant parents was born and raised here, live in the greater toronto area and wanted to mention that a lot of folks believe the ones …
Just to make a correction, I 25 (F) daughter of immigrant parents was born and raised here, live in the greater toronto area and wanted to mention that a lot of folks believe the ones behind the crime rise in toronto are the new immigrants. I'm sorry to break it to y'all but if you do the research a lot of the people behind the crimes are born and raised canadian idiots (they could either be white canadian or children of immigrants aka 1st generation Canadians from any country). Its a big misconception people have regarding the crimes. All they see is a non white name and assume they're an immigrants. Majority of them are actually not even immigrants. I just had to stop the video and mention that.
Identity Attack0.4482637
Insult0.5130944
Profanity0.22622968
Threat0.010395273
Severe Toxicity0.023076924
Moderate 0.46186632 Constructive 0.787 Insult
Dec 11, 2025 Inside Canada's Indian Metropolis (Brampton)
We are invaded by Indians, Chinese, and muslims, and this insanity must be stopped. We must: 1) Implement per-country cap. 2) Pause immigration from India and China for at least 10 years until we balance …
We are invaded by Indians, Chinese, and muslims, and this insanity must be stopped. We must: 1) Implement per-country cap. 2) Pause immigration from India and China for at least 10 years until we balance our population. 3) To ban all immigration from muslim countries. 4) Significantly reducing the number of TFWs and int. students. 5) Establishing a deportation force within the CBSA. Without these measures, I guarantee that our beloved Canada will turn into a land of ethnic enclaves and "no-go zones".
Identity Attack0.55044734
Insult0.36798462
Profanity0.073529124
Threat0.04167421
Severe Toxicity0.02425631
Moderate 0.45703048 Moderate Con 0.467 Identity Attack
Sep 29, 2025 IRCC Names India in Study …
Stop bringing more immigration in to this country. Canada is over flooding with a lot of people and deport all immigrants back to their country
Stop bringing more immigration in to this country. Canada is over flooding with a lot of people and deport all immigrants back to their country
Identity Attack0.21066357
Insult0.027774516
Profanity0.00014489304
Threat0.03052108
Severe Toxicity0.00003161679
Moderate 0.4515232 Call_To_Action
Mar 4, 2026 2.9 million Canadian temporary visas …
I also have to say that crime is way to high, and it's because of the immigrants, not all do crime but alot do, especially the east, they do sexual predation and other crime. If …
I also have to say that crime is way to high, and it's because of the immigrants, not all do crime but alot do, especially the east, they do sexual predation and other crime. If you come here, you need to assimilate to our culture and stop screaming racism if we don't accept your culture.
Identity Attack0.47178617
Insult0.34626248
Profanity0.16078159
Threat0.03856628
Severe Toxicity0.023076924
Moderate 0.44039994 Constructive 0.657 Unverified_Claim
Sep 15, 2025 Why Canadians Are Turning Against …
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD …
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD TO (Go back where you came from) AS I AM FBA FAMILY BEEN IN AMERICA SINCE THE 1720'S! HOW ABOUT Y'ALL FAMILIES?!?!? Many whites didn't come to America until they saw the BLACK STATUE OF LIBERTY IN THE LATE 1900's (that's how many Europeans got their citizenship) Lastly, these countries like the US, Canada, and the EU fucks around all in these countries business, overthrow their leaders, destabilizes those countries and then WONDER WHY THERE'S SO MANY IMMIGRANTS COMING! LIKE COME ON AND GET A CLUE, STOP MESSING AROUND WITH THEIR POLITICS AND MAYBE THEY'LL STAY IN THEIR HOME COUNTRIES
Identity Attack0.44690517
Insult0.41530323
Profanity0.18663849
Threat0.018710058
Severe Toxicity0.023599008
Moderate 0.4402136 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian Stop immigrated Canada,
Indian Stop immigrated Canada,
Identity Attack0.5135796
Insult0.26957804
Profanity0.06596114
Threat0.010447056
Severe Toxicity0.023270357
Moderate 0.4398409 Low Con 0.296 Identity Attack Identity_Assertion
Feb 19, 2026 Inside Canada's Indian Invasion...
Most other Canadians I know are sick and tired of immigration, specifically from India. Our federal government is insanely corrupt, and this needs to stop. I'm hearing more support for reverse immigration everywhere. Time to …
Most other Canadians I know are sick and tired of immigration, specifically from India. Our federal government is insanely corrupt, and this needs to stop. I'm hearing more support for reverse immigration everywhere. Time to start sending the invaders home
Identity Attack0.44690517
Insult0.45758462
Profanity0.055940874
Threat0.01254427
Severe Toxicity0.01986976
Moderate 0.4398409 Constructive 0.621 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
its true immigrants get special treatment all the jobs housing money given two them me and my daughter where in housing and they kicked me and my 11 year old daughter on the street December …
its true immigrants get special treatment all the jobs housing money given two them me and my daughter where in housing and they kicked me and my 11 year old daughter on the street December problem family of 8 father works the mother get income support payment no I hate this its are country I'm indigenous from NWT immigrants get treatment get all the jobs get good home nice cars it most stop no more of this muslims are racist again people like me no more it's time you start thinking about us people born and raise indigenous I'm from HayRiver NWT
Identity Attack0.4907465
Insult0.37052566
Profanity0.15195307
Threat0.06238277
Severe Toxicity0.024725812
Moderate 0.4398409 Constructive 0.573 Personal_Narrative
Sep 8, 2025 2 likes Why Canadians Are Turning Against …
Boy stop hating 😭 Indian immigrants for no reason.
Boy stop hating 😭 Indian immigrants for no reason.
Identity Attack0.46028158
Insult0.26957804
Profanity0.17148167
Threat0.012906751
Severe Toxicity0.023246882
Moderate 0.43965456 Low Con 0.263 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
And they give immigrants money while Canadians are left struggling with no place to stay, no jobs, and no money, this has to stop net zero immigration, and we need mass deportation now. Muslims should …
And they give immigrants money while Canadians are left struggling with no place to stay, no jobs, and no money, this has to stop net zero immigration, and we need mass deportation now. Muslims should not live in western societies, Muslims should only live in muslim countries.
Identity Attack0.55044734
Insult0.20668297
Profanity0.030389199
Threat0.03235042
Severe Toxicity0.023076924
Moderate 0.43475235 Moderate Con 0.329 Identity Attack Identity_Assertion
Jun 18, 2025 1 likes How Canada broke its immigration …
Stop immigration . It's the government, not the people that want immigration . They want more people to easily control ,and pay low wages . Stop giving tax payer money to every country and immigrants …
Stop immigration . It's the government, not the people that want immigration . They want more people to easily control ,and pay low wages . Stop giving tax payer money to every country and immigrants and illegals . Cut them all off!!
Identity Attack0.45610145
Insult0.24493282
Profanity0.03615085
Threat0.44942492
Severe Toxicity0.02439716
Moderate 0.43475235 Low Con 0.242 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
I’m just anti-liberals , they screw up everything they touch. Illegals and expired visa holders must be removed and stop immigration until we help tax paying citizens !
I’m just anti-liberals , they screw up everything they touch. Illegals and expired visa holders must be removed and stop immigration until we help tax paying citizens !
Identity Attack0.3825363
Insult0.40243408
Profanity0.2564132
Threat0.2172668
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.397 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.