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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: "You can't take in more …" 1,250 comments · Page 21 of 50
I am Indian from India. AND I DONT FIND YOUR VIDEO RACIST. PLEASE USE THIS VIDEO TO EDUCATE FELLOW CANADIANS TO WAKE UP AND TAKE THIER COUNTRY BACK
I am Indian from India. AND I DONT FIND YOUR VIDEO RACIST. PLEASE USE THIS VIDEO TO EDUCATE FELLOW CANADIANS TO WAKE UP AND TAKE THIER COUNTRY BACK
Identity Attack0.28034934
Insult0.15343215
Profanity0.06195303
Threat0.013579931
Severe Toxicity0.017868511
Moderate 0.3317266 Constructive 0.532 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
When immigrants are sick of immigration, you know there's a problem! I have no problem with someone coming to make their life and Canada better. The problem is with the immigrants that bring their problems …
When immigrants are sick of immigration, you know there's a problem! I have no problem with someone coming to make their life and Canada better. The problem is with the immigrants that bring their problems with them or take advantage of the host country, regardless of which country they move to or from. I was never brought up with racism. The problem with mass immigration is that the government of Canada is breeding racism!
Identity Attack0.36702603
Insult0.24493282
Profanity0.02522431
Threat0.0077025536
Severe Toxicity0.009918213
Moderate 0.3308965 Constructive 0.719
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
We need a huge sweep of these immigrates and the students. Start making one huge clean sweep and give them all back to thier countries. WE CANADIANS are fed up with these immigrates. The Liberals' …
We need a huge sweep of these immigrates and the students. Start making one huge clean sweep and give them all back to thier countries. WE CANADIANS are fed up with these immigrates. The Liberals' have to go, we are tired of them. These libreals are just doing thier JOBS and just sit there and collect our hard earned money. ENOUGH IS ENOUGH. Let PP take over and clean up OUR COUNTRY.
Identity Attack0.36702603
Insult0.23704576
Profanity0.027820412
Threat0.021990653
Severe Toxicity0.016641939
Moderate 0.3308965 Moderate Con 0.409 Identity_Assertion
Oct 4, 2025 IRCC Names India in Study …
I am from Edmonton and we have a high rate of people from India, the only thing that bothers me is if an immigrant comes here learn how to be Canadian. Which is helping the …
I am from Edmonton and we have a high rate of people from India, the only thing that bothers me is if an immigrant comes here learn how to be Canadian. Which is helping the elderly, giving your seat up on a bus, not taking proper drivers training. They have been taking a lot of trucker jobs and there is barely one Tim Hortons in Canada that will hire a white person.
Identity Attack0.40351558
Insult0.13607834
Profanity0.03239325
Threat0.008867673
Severe Toxicity0.011520386
Moderate 0.3308965 Constructive 0.702 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
On many hindu festivals or birthdays, my family donates or leaves food at the superstore Food Bank. we don't check who is taking it. Always paid taxes, that's my responsibility not doing any favor. Illegals …
On many hindu festivals or birthdays, my family donates or leaves food at the superstore Food Bank. we don't check who is taking it. Always paid taxes, that's my responsibility not doing any favor. Illegals and criminals must not enter. Indians should hire and do business with the whole community, not just Indians. Do not try to save miscreants or rowdies in the name of community. Speaking your own language, celebrating your festive must not be a problem. Fascism wont be tolerated. Make Canada Great Again
Identity Attack0.3817989
Insult0.24561718
Profanity0.027273865
Threat0.010550622
Severe Toxicity0.0118255615
Moderate 0.3302291 Constructive 0.759
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Not wanting your country to become Somalia, Africa, Mexico, India is not racist. Not wanting them in your government is not racist. Not wanting a bunch of any welfare dependent foreigners is not racist. Notice …
Not wanting your country to become Somalia, Africa, Mexico, India is not racist. Not wanting them in your government is not racist. Not wanting a bunch of any welfare dependent foreigners is not racist. Notice how only white western countries are being morally gaslit into believing its their responsibility to take care of the entire world.
Identity Attack0.38230872
Insult0.16758773
Profanity0.06495911
Threat0.010654188
Severe Toxicity0.012962224
Moderate 0.3302291 Moderate Con 0.304 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want …
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want to take responsibility ever for anything that they do and they rely on equally inept voters to keep them in office. As to the subject at hand, Canadians should not be responsible for immigrants or people claiming asylum health costs for anything past their first 6 months here. Going past 6 months indicates that they have yet to gain employment and are living off our backs. Those who are still here after being turned back should be located and sent packing immediately regardless of their present standing. For example, someone came here and was rejected but never left. Today they get picked up and now they claim they have a family here. They should still be removed because if they had left when they were supposed to they wouldn't have that family now would they. Yes, it may appear to be harsh but is it not harsh to use the funds provided by people who have a legal right to be here to support those who never should have been here?
Identity Attack0.11163961
Insult0.35505778
Profanity0.027820412
Threat0.007624879
Severe Toxicity0.005874634
Moderate 0.3302291 Constructive 0.611 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
So its okay for europeans to go steal and take over people's land?
So its okay for europeans to go steal and take over people's land?
Identity Attack0.34649673
Insult0.1378885
Profanity0.066963166
Threat0.035458352
Severe Toxicity0.0118255615
Moderate 0.32919475 Low Con 0.184 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Brother JamCan, this whole thing was predictable decades ago! I got to Canada in 1995 right after hell unfolded in the country of a thousand hills! I saw with my own eyes & felt from …
Brother JamCan, this whole thing was predictable decades ago! I got to Canada in 1995 right after hell unfolded in the country of a thousand hills! I saw with my own eyes & felt from personal experience how great my adopted country was! However, not everything was rosy! I saw and experienced the "not-in-your-face" anti-black racism, whether politically, socially, and most def in the employment market! At the same time, the establisment (read white folks) was busy encouraging & promoting east indians to take up leadership roles in all spheres of the society, thus making them the "model minority" in the country! This mess was bound to happen, and in the end, this is what got us here! My feeling is that white canada is totally responsible for this, and they should stop crying on TV, roll up their sleeves, and clean up the mess! Peace Out!
Identity Attack0.3817989
Insult0.20434737
Profanity0.12991914
Threat0.012751401
Severe Toxicity0.016512826
Moderate 0.32919475 Constructive 0.744 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I must say it is refreshing to hear the same opinion from immigrants that did things the correct legal way and for the right reasons. I thank all of you for speaking up surely you …
I must say it is refreshing to hear the same opinion from immigrants that did things the correct legal way and for the right reasons. I thank all of you for speaking up surely you can't be labeled racists etc for speaking the truth! I can tell you right now if I was to go to another country I would not get there illegally and take advantage of anything and everything I can from that countries government while showing hate for that very country. I sure as hell would not expect society in that country to bow down and be forced to accept and support the ways I knew from being from Canada. It blows my mind to see the level of entitlement and ignorance! Canada is dying........quick
Identity Attack0.28034934
Insult0.24630153
Profanity0.24910301
Threat0.010938995
Severe Toxicity0.017158391
Moderate 0.3286776 Constructive 0.759 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Please do not speak for me! Take this hateful stuff down!!
Please do not speak for me! Take this hateful stuff down!!
Identity Attack0.015053716
Insult0.17486192
Profanity0.07611542
Threat0.013528148
Severe Toxicity0.0074005127
Moderate 0.3286776 Moderate Con 0.308
Aug 31, 2025 Why Canadians Are Turning Against …
Good idea to toughen up on fraud. Could we also get Michelle Remple to tackle that fraud from at Loblaws grocery chains while she is at it? Maybe she could take on the banking oligarchs …
Good idea to toughen up on fraud. Could we also get Michelle Remple to tackle that fraud from at Loblaws grocery chains while she is at it? Maybe she could take on the banking oligarchs too? Naw! That wont appeal to the christian fundamentalist racist base she is trying to cultivate for her base. More theater from our political class.
Identity Attack0.28034934
Insult0.25998658
Profanity0.02071529
Threat0.008116818
Severe Toxicity0.006713867
Moderate 0.32764325 Moderate Con 0.325
Oct 10, 2025 IRCC Names India in Study …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick off the hindu nationalidt govt in power). I know some folks, including my neighbour, who immigrated to Canada right after high School — they take services of immigration agents who have contacts with diploma mills there, get a student visa citing enrollment in a sham educational degree, join a minimum wage job and rig the whole process to attain PR & then citizenship — essentially giving low skilled, poorly assimilated labour the citizenship in Canada under guise of skilled or educated immigration. Even as an Indian, the whole situation is insane and astounding to say the least. Hindu Nationalism has spread its roots & conducts marches in Canada within the Indian Hindu areas like they do here in India and people have started performing river aartis as well (communal prayers to worship rivers) — all kinds of pernicious identitarianism is festering there. A ton of Indian immigrants now see Canada merely as a source to better life & resources, but relate to, & are patriotic towards India or assert their rawer religious Sikh or Hindu identity due to lack of any assimilatory pressure & absence of a well defined Canadian identity. Funniest part is Indians, esp Hindus, who vote for hindu nationalists ushering majoritarian policies in India, cheer for persecution of minorities and justify caste system, suddenly co-opt liberalism & decietfully use its talking points to defend their position as a minority in places they migrate to (they do not believe in so, and don't apply the same standards to themselves). If you wish to blame someone, blame the govt of Canada and its elites. At the end of the day, they wanted cheap manual labour, and opened the gates without much consideration.
Identity Attack0.3817989
Insult0.1935001
Profanity0.04141149
Threat0.12536226
Severe Toxicity0.01644827
Moderate 0.32764325 Constructive 0.694 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
You're taking in the shyte of India...cuz of this unfortunately the skilled Indians (who really contribute to society and engage to integrate with Canadian culture) are getting kicked out
You're taking in the shyte of India...cuz of this unfortunately the skilled Indians (who really contribute to society and engage to integrate with Canadian culture) are getting kicked out
Identity Attack0.37222284
Insult0.22303216
Profanity0.22542313
Threat0.03718498
Severe Toxicity0.016771052
Moderate 0.32764325 Moderate Con 0.436 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian we are tired of them coming here. theres to many and our healthcare cant take it. They almost always use our country and offer nothing back they dont assimilate and the driving …
As a Canadian we are tired of them coming here. theres to many and our healthcare cant take it. They almost always use our country and offer nothing back they dont assimilate and the driving skills are horrible.
Identity Attack0.26494437
Insult0.27969417
Profanity0.028230323
Threat0.008634649
Severe Toxicity0.009994507
Moderate 0.32712606 Moderate Con 0.418 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I think Canada is no place Indian fraud and do corruption and also biasing any more… all Canadian leaders must take responsible for Canadian generation and values
I think Canada is no place Indian fraud and do corruption and also biasing any more… all Canadian leaders must take responsible for Canadian generation and values
Identity Attack0.30256465
Insult0.25800487
Profanity0.02208166
Threat0.0076766624
Severe Toxicity0.0090789795
Moderate 0.32712606 Moderate Con 0.354
Sep 30, 2025 1 likes IRCC Names India in Study …
Canada, a country that does not even have its own native people. It is just Europeans complaining about other immigrants whilst ignoring the Native Americans. Also, most white Canadians here take benefits; therefore, they are …
Canada, a country that does not even have its own native people. It is just Europeans complaining about other immigrants whilst ignoring the Native Americans. Also, most white Canadians here take benefits; therefore, they are not bothered to find a job. Same problem in the UK
Identity Attack0.39677486
Insult0.16195811
Profanity0.020100424
Threat0.006757513
Severe Toxicity0.008087158
Moderate 0.32712606 Moderate Con 0.457
Nov 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
16:33 how do you listen to the "immigrant" say they will take over and you will have no choice, than say them wanting the country to change doesn't align with why they came here? They …
16:33 how do you listen to the "immigrant" say they will take over and you will have no choice, than say them wanting the country to change doesn't align with why they came here? They didn't come here to immigrate and join our country. They came to destroy our country. It is an invasion which we are paying them to undertake. They are conquering our nation without risking anything, and we are protecting them while they do it.
Identity Attack0.37879246
Insult0.16766082
Profanity0.027820412
Threat0.016638106
Severe Toxicity0.015286255
Moderate 0.32712606 Moderate Con 0.46 Fear_Threat
Sep 10, 2025 Why Canadians Are Turning Against …
Seems like this is happening everywhere with all different types of cultures...... im starting to think they aren't running from their country, they are residing here to take advantage of our broken systems..... until it …
Seems like this is happening everywhere with all different types of cultures...... im starting to think they aren't running from their country, they are residing here to take advantage of our broken systems..... until it gets patched, like a video game glitch..... insane
Identity Attack0.18705739
Insult0.26957804
Profanity0.07255927
Threat0.008686432
Severe Toxicity0.008735657
Moderate 0.3266089 Moderate Con 0.411
Jan 27, 2026 Inside Canada's Indian Invasion...
It's not hard to track them. Look for those runaways, track them, they're fully non-compliant, take their bio-metrics, DEPORT THEM!
It's not hard to track them. Look for those runaways, track them, they're fully non-compliant, take their bio-metrics, DEPORT THEM!
Identity Attack0.18235919
Insult0.19734058
Profanity0.03464781
Threat0.13815513
Severe Toxicity0.016706496
Moderate 0.3266089 Low Con 0.262
Sep 30, 2025 IRCC Names India in Study …
It is interesting whites in canada are not called europeans although they are not native to canada like original natives. Take the truth pill and stop lying that immigrants do not pay taxes.
It is interesting whites in canada are not called europeans although they are not native to canada like original natives. Take the truth pill and stop lying that immigrants do not pay taxes.
Identity Attack0.37292135
Insult0.16861114
Profanity0.023516348
Threat0.0067316215
Severe Toxicity0.0075531006
Moderate 0.3260917 Low Con 0.281 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
They are slowly taking over all white countries and being paid to do it is my belief
They are slowly taking over all white countries and being paid to do it is my belief
Identity Attack0.37655997
Insult0.081508696
Profanity0.077731855
Threat0.03235042
Severe Toxicity0.01412424
Moderate 0.3260917 Low Con 0.189 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Now i dont mean to incite violence, but @1:39 this phrase makes a guy do some thinking. Something something, one bad apple to ruin the bunch... Something something, they would have us beheaded in their …
Now i dont mean to incite violence, but @1:39 this phrase makes a guy do some thinking. Something something, one bad apple to ruin the bunch... Something something, they would have us beheaded in their country... Something something, they despise us for not accepting their fake god... I dont mean to say there is a limit the people can take before they start opposing those protests and riots in the streets. but as Somebody who has never had or wanted to have a hateful bone in my body. Why do these cultists spark so much (and it pains me to even say this but) hatred in me.
Identity Attack0.17226285
Insult0.24835461
Profanity0.21781154
Threat0.13178273
Severe Toxicity0.01935331
Moderate 0.3260917 Constructive 0.624 Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
They are trying to take over we need them taken out ALL OF THEM
They are trying to take over we need them taken out ALL OF THEM
Identity Attack0.058401883
Insult0.0820023
Profanity0.08096472
Threat0.37858796
Severe Toxicity0.020257099
Moderate 0.3260917 Low Con 0.188 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Either Canada belong to no one or Canada belongs to everyone ! We can't play favourite until we consult the real people of this land who were not interviewed ! lol Canada is a circus …
Either Canada belong to no one or Canada belongs to everyone ! We can't play favourite until we consult the real people of this land who were not interviewed ! lol Canada is a circus people take it too seriously !
Identity Attack0.2803029
Insult0.2735258
Profanity0.029888187
Threat0.007197669
Severe Toxicity0.008354187
Moderate 0.32557452 Moderate Con 0.339 Moral_Argument
Oct 27, 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.