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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, I will …" 3,707 comments · Page 101 of 149
Every Canadian city is like that except in Saskatchewan we don't talk about the indigenous
Every Canadian city is like that except in Saskatchewan we don't talk about the indigenous
Identity Attack0.10221587
Insult0.03136692
Profanity0.01490822
Threat0.006420923
Severe Toxicity0.0025939941
Low Tox 0.1140901 Moderate Con 0.407
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow..that speech..that the lovely Canadian lady, said was priceless…my family and I feel..the same way! And ..because of our upbringing.. and teaching our children..that racism is wrong..! I feel like.. we are being played….
Wow..that speech..that the lovely Canadian lady, said was priceless…my family and I feel..the same way! And ..because of our upbringing.. and teaching our children..that racism is wrong..! I feel like.. we are being played….
Identity Attack0.05976611
Insult0.04090862
Profanity0.013029462
Threat0.006537435
Severe Toxicity0.002298355
Low Tox 0.11398677 Constructive 0.658 Personal_Narrative
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I am Canadian.... WAIT!!!! I am FROSTBACKASTANI... I am a native to this land, my family and ancestors have wonder this land for Tens of thousands of years, we are the real minority in our …
I am Canadian.... WAIT!!!! I am FROSTBACKASTANI... I am a native to this land, my family and ancestors have wonder this land for Tens of thousands of years, we are the real minority in our own land!!
Identity Attack0.08087392
Insult0.02657372
Profanity0.017299367
Threat0.0065115434
Severe Toxicity0.0035858154
Low Tox 0.11398677 Constructive 0.559 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
If the liberals stay in power much longer Canadians will be asylum seekers themselves.
If the liberals stay in power much longer Canadians will be asylum seekers themselves.
Identity Attack0.07508347
Insult0.036435258
Profanity0.012414595
Threat0.007922632
Severe Toxicity0.002412796
Low Tox 0.11398677 Low Con 0.203 Fear_Threat
Feb 25, 2026 'We do know that there's …
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what …
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what 'used' to be a balanced multicultural way of life - is now being completely replaced by, majority led, india and a select handful of a few other nations - philippines, nigeria, bangladesh and some middle eastern nations. most of these nations - minus the philippines - have very different values and laws from the west. gender inequality, caste systems and not to mention religious / secular conflicts. racism is also incredible in those nations - again, minus the philippines. the only reason i include the philippines on this list as well is because their numbers are also very high in terms of the recent immigration scams but still not as high as india - who by large is the biggest scammer by a mile. these nations export canadian capital to their home nations and recycle the cash and bring in more of their own people. it is blatant soft power take over of canada without firing a single shot. canadians need to wake up and bring back balanced immigration. i will never accept sharia law, caste systems of gender inequality in canada but it is already here and their population is hundreds to thousands of times more than canada and they are already establishing incredibly strong roots here.
Identity Attack0.10221587
Insult0.039737478
Profanity0.016342908
Threat0.007081157
Severe Toxicity0.00333786
Low Tox 0.11398677 Moderate Con 0.434
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a tax paying Canadian rather see my taxes go here than Ukraine
As a tax paying Canadian rather see my taxes go here than Ukraine
Identity Attack0.099899694
Insult0.02708937
Profanity0.013712646
Threat0.0068416605
Severe Toxicity0.0032043457
Low Tox 0.11388343 Moderate Con 0.358 Economic_Argument
Dec 25, 2025 Deportations From Canada at Their …
3:15 "pay no taxes" uhmm what? No offense but Indians earn and pay more taxes than Americans or Canadians.
3:15 "pay no taxes" uhmm what? No offense but Indians earn and pay more taxes than Americans or Canadians.
Identity Attack0.10221587
Insult0.02618698
Profanity0.013371054
Threat0.006162008
Severe Toxicity0.0023460388
Low Tox 0.11388343 Moderate Con 0.4
Oct 24, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian, this is all right, its hard for us to get jobs here you know why? They ask you if you speak punjabj, which alot of us DONT, please stop hoarding our country.
As a Canadian, this is all right, its hard for us to get jobs here you know why? They ask you if you speak punjabj, which alot of us DONT, please stop hoarding our country.
Identity Attack0.055673428
Insult0.045593183
Profanity0.015215653
Threat0.0066733654
Severe Toxicity0.0023651123
Low Tox 0.11388343 Constructive 0.668 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Why should refugees get better health care than Canadian taxpayers? I'm referring to physio and vision care which are not free to Canadians. Emergency health care yes, anything else no. Especially charged criminals who then …
Why should refugees get better health care than Canadian taxpayers? I'm referring to physio and vision care which are not free to Canadians. Emergency health care yes, anything else no. Especially charged criminals who then apply as refugees. How about the 35,000 'students' who want to overstay their visas.
Identity Attack0.06431354
Insult0.047349896
Profanity0.011765569
Threat0.006809296
Severe Toxicity0.0021457672
Low Tox 0.11378009 Constructive 0.532 Policy_Critique
Feb 25, 2026 'We do know that there's …
7:27 I read that article fully and it also said: “While nearly half of those surveyed said they felt quality of life in Canada’s fastest-growing big city had decreased in the past three years, 79 …
7:27 I read that article fully and it also said: “While nearly half of those surveyed said they felt quality of life in Canada’s fastest-growing big city had decreased in the past three years, 79 per cent of residents rated quality of life in Brampton as good or very good.” So the quality of life decrease is minimal and the article cites public safety, crime, and affordability of housing as concerns, but doesn’t specify Indian immigration as being the reason nor the racist implications that Tyler is trying to get at.. This is a classic correlation doesn’t mean causation example. If you read further into that article, people generally say that the quality of life is overall better compared to their survey in 2019. Straight up, Tyler here is cherry-picking data as a means of pushing the right wing narrative that Indians are bad and fueling hatred for them when the real reason is lack of better reform or change from the Canadian govt and Canadas corporations. Not that different from the US tbh.
Identity Attack0.1015541
Insult0.03827355
Profanity0.01402008
Threat0.0072235605
Severe Toxicity0.002670288
Low Tox 0.11378009 Constructive 0.673
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
It was canadians. That voted liberal was it no it was imaginats. That should not even be here.the liberals give them all the free bess.
It was canadians. That voted liberal was it no it was imaginats. That should not even be here.the liberals give them all the free bess.
Identity Attack0.06249457
Insult0.045007613
Profanity0.013200258
Threat0.007922632
Severe Toxicity0.0025939941
Low Tox 0.11378009 Low Con 0.223
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
3:12 THIS IS THE TRUTH. The older immigrants that helped build their communities alongside the Canadian people, were willing to assimilate, to learn, to be APART of the community, this is NO LONGER THE CASE, …
3:12 THIS IS THE TRUTH. The older immigrants that helped build their communities alongside the Canadian people, were willing to assimilate, to learn, to be APART of the community, this is NO LONGER THE CASE, and hasn't been the last 8 years. Back in the day our family would stop and give lifts to pedestrians who were elderly, carrying heavy items, or it was too cold, hot, whatever it was, my parents learned this when they immigrated to Canada and assimilated within their communities, and worked hard to be able to communicate the common initiative of prosperity. If you're able to come to a new country, be able to live there without ever learning the heritage of the land you inhabit, it's a shame. I'm proud to be a Canadian, and even more proud of my Immigrant parents for working hard to achieve what they have today, Godbless Canada 🙏
Identity Attack0.062039822
Insult0.043250903
Profanity0.020783609
Threat0.0075083673
Severe Toxicity0.0038337708
Low Tox 0.11378009 Constructive 0.832 Personal_Narrative
Jan 24, 2026 Inside Canada's Indian Metropolis (Brampton)
If Canadian businesses don't want to pay decent wages to Canadian citizens, they have no moral right to exist.
If Canadian businesses don't want to pay decent wages to Canadian citizens, they have no moral right to exist.
Identity Attack0.07921951
Insult0.033790905
Profanity0.0118338885
Threat0.008841781
Severe Toxicity0.0025367737
Low Tox 0.11378009 Low Con 0.239 Moral_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
No thanks….we have Canadians that need to be cared for firstly!
No thanks….we have Canadians that need to be cared for firstly!
Identity Attack0.10221587
Insult0.031917825
Profanity0.01490822
Threat0.007327127
Severe Toxicity0.0031471252
Low Tox 0.11378009 Moderate Con 0.369 Moral_Argument
Jan 5, 2026 Migrants cross into Canada near …
I hope Canada only accept who can speak English or French If immigrant could not speak Canadian languages they should not immigrate to Canada Enough is enough I know Chinese or Indian who has been …
I hope Canada only accept who can speak English or French If immigrant could not speak Canadian languages they should not immigrate to Canada Enough is enough I know Chinese or Indian who has been living in Canada for 20 years however can not speak English.we have to pay for translation
Identity Attack0.105836816
Insult0.026444806
Profanity0.011475217
Threat0.0070552654
Severe Toxicity0.0025749207
Low Tox 0.11367676 Constructive 0.635
Dec 31, 2025 Why Canadians Are Turning Against …
"lost Canadians"? Who asked for this?
"lost Canadians"? Who asked for this?
Identity Attack0.089973204
Insult0.030044744
Profanity0.01220964
Threat0.009903334
Severe Toxicity0.0036811829
Low Tox 0.11367676 Moderate Con 0.357
Jan 15, 2026 Canada’s new rules in 2026
Im 'Canadian', I now don't recognize my country.
Im 'Canadian', I now don't recognize my country.
Identity Attack0.10221587
Insult0.0233509
Profanity0.013678487
Threat0.0066215824
Severe Toxicity0.0025367737
Low Tox 0.11367676 Moderate Con 0.349 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I'm Canadian. Immigration is for votes.... Canada needs someone like Trump to clean up our mess. Too much to say. This might not even post...
I'm Canadian. Immigration is for votes.... Canada needs someone like Trump to clean up our mess. Too much to say. This might not even post...
Identity Attack0.03894114
Insult0.046764325
Profanity0.0138151245
Threat0.007547205
Severe Toxicity0.002155304
Low Tox 0.11367676 Moderate Con 0.466 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Majority number of these people are working under the table getting paid CASH.. at the same time they’re getting their welfare Checky and stealing the jobs that real Canadian citizens could have.. this is the …
Majority number of these people are working under the table getting paid CASH.. at the same time they’re getting their welfare Checky and stealing the jobs that real Canadian citizens could have.. this is the reason you see most of these people working at gas stations, factories, and fast food restaurants.. they’re sharing apartments with 15-20 people and THIS IS REAL BAD FOR REAL CANADIANS.
Identity Attack0.0440973
Insult0.056133457
Profanity0.012141321
Threat0.0070164283
Severe Toxicity0.0025367737
Low Tox 0.11367676 Moderate Con 0.471 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Canada calls students to give them PGWP after finishing their educations in Canada. The students pay ultra high education and life expenses. Then, Canada says we don’t need this much skilled worker as white collar, …
Canada calls students to give them PGWP after finishing their educations in Canada. The students pay ultra high education and life expenses. Then, Canada says we don’t need this much skilled worker as white collar, but you can works as uber drivers or Tim Hortons workers. The reason is Canadian youths don’t want to work in those odd jobs. However, Canadian people complain about the immigrant odd workers. They think economy is bad because of those immigrants who paid thousands of dollars for education and have been working in odd jobs. This is stupidity. Canada government exploits immigrant students by making them spend thousands for education and can only provide odd jobs for most of the immigrant students who hold PGWP work visa. Then some almost-racist Canadian folks stand against immigrants who have actually been exploited.
Identity Attack0.08831879
Insult0.045593183
Profanity0.016889455
Threat0.007197669
Severe Toxicity0.0031089783
Low Tox 0.11357342 Constructive 0.589 Policy_Critique
Oct 4, 2025 IRCC Names India in Study …
TYLER!!! Thank you so much for showing what so many Canadians feel. These are not the immigrants I grew up with.
TYLER!!! Thank you so much for showing what so many Canadians feel. These are not the immigrants I grew up with.
Identity Attack0.10221587
Insult0.03335018
Profanity0.011236101
Threat0.006045496
Severe Toxicity0.002193451
Low Tox 0.11357342 Constructive 0.622
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian American here, who spent nearly every summer in Canada growing up (and writing from Canada right now). Not all Indians are created equal, just like any other country. Plus, many are poor and just …
Indian American here, who spent nearly every summer in Canada growing up (and writing from Canada right now). Not all Indians are created equal, just like any other country. Plus, many are poor and just like any other country, social class matters. Canada needs to be way more selective for some time. I love both cultures so it's important that Indian culture doesn't over-run Canadian culture.
Identity Attack0.1294935
Insult0.029273475
Profanity0.013166099
Threat0.0064015044
Severe Toxicity0.0023269653
Low Tox 0.11357342 Constructive 0.843 Policy_Critique
Sep 19, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
In New Brunswick, the fast foods runs on Indian labor. You will notice that they all speak English. As someone who experienced the Canadian immigration system, I can tell you that the way they are …
In New Brunswick, the fast foods runs on Indian labor. You will notice that they all speak English. As someone who experienced the Canadian immigration system, I can tell you that the way they are doing it is far superiors the way the US does it. They actually try to determine if you're going to be a detriment to the society you're moving into. For example, if you are unable to prove that you won't be financially reliant on the state, they won't let you in. There are probably exceptions for refugees.
Identity Attack0.08583717
Insult0.046178754
Profanity0.018529098
Threat0.0076637166
Severe Toxicity0.0032424927
Low Tox 0.11347008 Constructive 0.687
Jan 27, 2026 Inside Canada's Indian Invasion...
I didn't vote for mass immigration, i didn't vote for immigrants to receive more in income than a Canadian, neither did many others, it isn't racism its facts
I didn't vote for mass immigration, i didn't vote for immigrants to receive more in income than a Canadian, neither did many others, it isn't racism its facts
Identity Attack0.10221587
Insult0.026831545
Profanity0.01220964
Threat0.006317357
Severe Toxicity0.0024604797
Low Tox 0.11347008 Constructive 0.587 Economic_Argument
Feb 21, 2026 4 likes LILLEY UNLEASHED: The fall of …
next you should go interview native canadians and ask them how they feel about european immigrants and col0nizers
next you should go interview native canadians and ask them how they feel about european immigrants and col0nizers
Identity Attack0.10221587
Insult0.029163294
Profanity0.015079016
Threat0.0068028234
Severe Toxicity0.0025558472
Low Tox 0.11347008 Low Con 0.171
Jan 5, 2026 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.