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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: "Why not!…. Isn’t that a …" 318 comments · Page 8 of 13
Immigration without integration isn't really a bright idea... With all these ethnic enclaves, there really is no unity.
Immigration without integration isn't really a bright idea... With all these ethnic enclaves, there really is no unity.
Identity Attack0.18468912
Insult0.0573046
Profanity0.023174755
Threat0.008867673
Severe Toxicity0.0061035156
Low Tox 0.20172562 Moderate Con 0.388
Dec 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
1:00 Greatest country on earth for who and for what??? I reckon your healthcare isn’t so great mate. How about the 40 *TRILLION* Dollars in debt? Or how about 80% of you living paycheck to …
1:00 Greatest country on earth for who and for what??? I reckon your healthcare isn’t so great mate. How about the 40 *TRILLION* Dollars in debt? Or how about 80% of you living paycheck to paycheck. Get some reality in your life mate! 😂
Identity Attack0.008028535
Insult0.076502606
Profanity0.032894265
Threat0.007832011
Severe Toxicity0.0045776367
Low Tox 0.20126031 Moderate Con 0.425
Jan 27, 2026 Inside Canada's Indian Invasion...
China 1.4 billion, India 1.5 billion, Africa 1.4 billion majority are poor and their countries encourage their people to leave to send back remittances, because they come from failed states. Living in a Republic/Democracy isn't …
China 1.4 billion, India 1.5 billion, Africa 1.4 billion majority are poor and their countries encourage their people to leave to send back remittances, because they come from failed states. Living in a Republic/Democracy isn't suitable for all cultures. Some cultures are just meant to live under a dictatorship. Not all cultures are equal but it's hard telling libs, feministe, progressives that. They believe everybody has equal value. Even heaven has rules to enter and there are no exceptions/illegals in heaven.
Identity Attack0.17226285
Insult0.08508729
Profanity0.029186781
Threat0.00780612
Severe Toxicity0.004825592
Low Tox 0.20032968 Constructive 0.517 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Tyler, Canada hasn't been a "white" country in a long time. Brampton is known for being an Indian enclave. I grew up in the GTA, and we had plenty of different ethnicities and that was …
Tyler, Canada hasn't been a "white" country in a long time. Brampton is known for being an Indian enclave. I grew up in the GTA, and we had plenty of different ethnicities and that was just fine. Canada embraced multiculturalism a long time ago- there isn't any central "Canadian values". Not assimilating is only offensive in America.
Identity Attack0.24970764
Insult0.056133457
Profanity0.015967157
Threat0.007145886
Severe Toxicity0.0038719177
Low Tox 0.19986437 Constructive 0.741 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
https://www.youtube.com/watch?v=Kw9r_b-ohuo here's a better take, that doesn't involve the delusions of Lilley types/Kenney, this isn't new, it's been going on for 50 yrs, take the part where they won't speak English/French, assimilate, there are people …
https://www.youtube.com/watch?v=Kw9r_b-ohuo here's a better take, that doesn't involve the delusions of Lilley types/Kenney, this isn't new, it's been going on for 50 yrs, take the part where they won't speak English/French, assimilate, there are people here who've been here for decades, still can't, but they supposedly got in cause we needed them, they were "skilled" they could speak the language, Lilley, Ivison, Gunter in these rags keep lying saying it was great, people wanted it, who? when? real people, no, Politian's, businesses, media, NDP Zealots
Identity Attack0.017867407
Insult0.14512913
Profanity0.04491858
Threat0.008090926
Severe Toxicity0.0044822693
Low Tox 0.19870108 Constructive 0.575 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The dude in the black jacket genuinely changed my mindset with immigration. India isn’t the best (by far) but it’s a fact that India is a beautiful country (without human input there) but doesn’t have …
The dude in the black jacket genuinely changed my mindset with immigration. India isn’t the best (by far) but it’s a fact that India is a beautiful country (without human input there) but doesn’t have any opportunities to build wealth down there because of poor governing
Identity Attack0.12735364
Insult0.07460167
Profanity0.041912504
Threat0.0076637166
Severe Toxicity0.0048065186
Low Tox 0.19409354 Constructive 0.601
Jan 27, 2026 Inside Canada's Indian Invasion...
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon) When i was a kid, i was …
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon) When i was a kid, i was annoyed that there were so many chinese where i lived (Richmond, iykyk) but they never really did anything to wrong me. As i grew up i realized they just mind their own business and stay out the way, and generally let their children be pretty liberal (other than the studying). Now, I absolutely LOVE the chinese compared to all the damn indians. There isn't a trend of chinese buying business' then only hiring other chinese. (idk how indians get away with only hiring indians). The indian kids are rude AF usually, tons of wannabe gangsters, TONS of indian gang crime. . And the worst? the ones that live in brampton and surrey treat it like india. THEY treat YOU like a foreigner. I hate em. I just dont understand why immigrants cant just atleast learn the language and customs
Identity Attack0.17925262
Insult0.06634661
Profanity0.08775374
Threat0.0091524795
Severe Toxicity0.0077438354
Low Tox 0.17891699 Constructive 0.676 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Isn't Homo sapiens originated from AFRICA?? Where are you from? Mars?
Isn't Homo sapiens originated from AFRICA?? Where are you from? Mars?
Identity Attack0.10221587
Insult0.055547886
Profanity0.023789622
Threat0.007068211
Severe Toxicity0.005607605
Low Tox 0.17458448 Low Con 0.26 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
At last, some media outlets have found the courage to speak the truth; a truth that 90% of the country has been whispering behind closed doors, too afraid to say out loud for fear of …
At last, some media outlets have found the courage to speak the truth; a truth that 90% of the country has been whispering behind closed doors, too afraid to say out loud for fear of being branded racist. A large number of these individuals have arrived with fake diplomas, and nobody dares verify them. Why? Because even questioning their credentials risks backlash and accusations of discrimination. And when the diplomas are real, the educational standards often don't measure up, resulting in subpar performance and poor-quality service. Many arrive under the pretense of being students, legally allowed to work only 20 hours a week. But they bypass this by exploiting loopholes in shift trading policies at major Canadian companies, racking up 40+ hours a week with ease. This isn’t disorganized opportunism, it's calculated and coordinated. Their communities are becoming increasingly unified and powerful, turning into breeding grounds for corruption, ethnic nepotism and tribalism. They use their community ties and visible minority status to fast-track into positions far beyond their skill or experience levels. Once inside, they bring in more of their own, creating insular hiring circles designed to shield and advance one another, regardless of merit!
Identity Attack0.051126
Insult0.08410009
Profanity0.027547138
Threat0.008531082
Severe Toxicity0.0037956238
Low Tox 0.17458448 Constructive 0.607 Unverified_Claim
Jun 22, 2025 How Canada broke its immigration …
Isn't it ironic that the Indian ladies excuse to leave there homeland if because of lack of opportunity but by moving to another country they are taking opportunity away from the natives, how does this …
Isn't it ironic that the Indian ladies excuse to leave there homeland if because of lack of opportunity but by moving to another country they are taking opportunity away from the natives, how does this solve the problem
Identity Attack0.1769227
Insult0.039737478
Profanity0.024062896
Threat0.008077981
Severe Toxicity0.0045776367
Low Tox 0.1693855 Moderate Con 0.407 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
What could possibly make the government create this misery for their citizens and their children. Hard to believe there isn’t mast demonstrations.
What could possibly make the government create this misery for their citizens and their children. Hard to believe there isn’t mast demonstrations.
Identity Attack0.010137413
Insult0.076819435
Profanity0.025907494
Threat0.009307829
Severe Toxicity0.0027656555
Low Tox 0.165053 Moderate Con 0.331
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
The population comment by the Pakistani isn't 100% accurate. Sure immigration plays a big role, but undeniably the South Asians still care about having kids and forming a strong family. In my school, most students …
The population comment by the Pakistani isn't 100% accurate. Sure immigration plays a big role, but undeniably the South Asians still care about having kids and forming a strong family. In my school, most students just want to enjoy life, have kids in the far future, and they don't really care about family ties like these cultures do. They'll be tight with their parents but barely know their cousins or uncles. They'll be in their late 30s finally looking to get married and have kids, which is just not realistic biologically. 45 is the average age for menopause, and you see symptoms of menopause happen before then. Not rare to see a woman get perimenopausal symptoms at age 40. Meanwhile these Asians get married "young" (normal age back in the day), and they plan their future around their family's growth. Can't really blame it on immigration when other nations like Japan and Korea don't see a huge immigrant population from South Asia and still show insanely low birth rates for the locals, because they follow the secular societal standard of having one kid so you can enjoy life. South Asians could be living in a shack and still have 5 kids. We make fun of that in the west, and now our population is on a nosedive.
Identity Attack0.15945168
Insult0.06442356
Profanity0.03915693
Threat0.008492245
Severe Toxicity0.005645752
Low Tox 0.165053 Constructive 0.796
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It isn’t racist to want my home of Canada to not turn into a third world country. If you come here, you should follow our customs.
It isn’t racist to want my home of Canada to not turn into a third world country. If you come here, you should follow our customs.
Identity Attack0.14661247
Insult0.045593183
Profanity0.016103793
Threat0.0071847234
Severe Toxicity0.0040245056
Low Tox 0.16245349 Moderate Con 0.395 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I don’t know any Canadians that think the immigration is good. Only non Canadians want more non Canadians. French outlets don’t know about that because France isn’t French anymore.
I don’t know any Canadians that think the immigration is good. Only non Canadians want more non Canadians. French outlets don’t know about that because France isn’t French anymore.
Identity Attack0.16587129
Insult0.036325075
Profanity0.013712646
Threat0.0065956907
Severe Toxicity0.0034332275
Low Tox 0.16043124 Moderate Con 0.386 Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
Exactly the same and worse in the UK, Australia and most of western Europe, i see civil wars on the horizon if this isn't reversed
Exactly the same and worse in the UK, Australia and most of western Europe, i see civil wars on the horizon if this isn't reversed
Identity Attack0.059311368
Insult0.0279513
Profanity0.029888187
Threat0.07476458
Severe Toxicity0.0061035156
Low Tox 0.15822013 Moderate Con 0.411 Fear_Threat
Oct 12, 2025 1 likes Why Canadians Are Turning Against …
Hi, African here (resident not race). People need to stop confusing racism for pattern recognition. If 9 out of 10 people from the same race/culture behave a certain way, treating them all the same isn't …
Hi, African here (resident not race). People need to stop confusing racism for pattern recognition. If 9 out of 10 people from the same race/culture behave a certain way, treating them all the same isn't racism, its being smart
Identity Attack0.13805299
Insult0.03070583
Profanity0.04065997
Threat0.00789674
Severe Toxicity0.004749298
Low Tox 0.15766735 Constructive 0.676
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
If you work work in any retail store you know how difficult it is with Indians . They will constantly ask you for discounts and try to bargain prices. I have to tell them multiple …
If you work work in any retail store you know how difficult it is with Indians . They will constantly ask you for discounts and try to bargain prices. I have to tell them multiple times that Target isn't the Bazaar, I can't just negotiate paying tax lol.
Identity Attack0.14019285
Insult0.061626412
Profanity0.03189224
Threat0.0072365063
Severe Toxicity0.0042152405
Low Tox 0.15766735 Constructive 0.704 Unverified_Claim
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
A person from India isn't bad, but the thing is there's like a billion or more of them.
A person from India isn't bad, but the thing is there's like a billion or more of them.
Identity Attack0.15303208
Insult0.035774168
Profanity0.032142747
Threat0.008259222
Severe Toxicity0.0049209595
Low Tox 0.15656179 Moderate Con 0.35 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The truth is the goverment is the problem. The Canadian citizens are not happy about the situation, and new immigrants realize Canada isn't as good as it is advertised in social media. Another example of …
The truth is the goverment is the problem. The Canadian citizens are not happy about the situation, and new immigrants realize Canada isn't as good as it is advertised in social media. Another example of the government creating very distinct, yet carefully designed division, so that both groups are busy fighting each other, while they sit on their luxurious homes mocking us.
Identity Attack0.059311368
Insult0.0720671
Profanity0.018119188
Threat0.007637825
Severe Toxicity0.002670288
Low Tox 0.15545623 Constructive 0.556
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Please save us!!!!! THIS ISN'T CANADA ANYMORE
Please save us!!!!! THIS ISN'T CANADA ANYMORE
Identity Attack0.08170113
Insult0.034782536
Profanity0.015693882
Threat0.008090926
Severe Toxicity0.00459671
Low Tox 0.15435068 Low Con 0.221 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Tyler are you still in Toronto? This snow is crazy isn’t it? 70cm. Welcome. 🇨🇦
Tyler are you still in Toronto? This snow is crazy isn’t it? 70cm. Welcome. 🇨🇦
Identity Attack0.007029593
Insult0.08212569
Profanity0.025907494
Threat0.006485652
Severe Toxicity0.0024032593
Low Tox 0.15324512 Constructive 0.528 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Another thing about their driving is that in India there isn't traffic laws... like there's no traffic lights or stop signs.. people just walk in front of cars and expect them to stop. They really …
Another thing about their driving is that in India there isn't traffic laws... like there's no traffic lights or stop signs.. people just walk in front of cars and expect them to stop. They really do not know how to drive.
Identity Attack0.11396073
Insult0.061976057
Profanity0.016752819
Threat0.0075083673
Severe Toxicity0.0037002563
Low Tox 0.15324512 Moderate Con 0.489 Comparative_Framing
Feb 4, 2026 Inside Canada's Indian Invasion...
This is so sad and I am just a minute into this video. This isn’t Canada anymore! Why? Just Why? Canadians are rapidly being replaced.
This is so sad and I am just a minute into this video. This isn’t Canada anymore! Why? Just Why? Canadians are rapidly being replaced.
Identity Attack0.10221587
Insult0.03522326
Profanity0.014190876
Threat0.00823333
Severe Toxicity0.003528595
Low Tox 0.15324512 Constructive 0.517 Fear_Threat
Feb 27, 2026 Inside Canada's Indian Metropolis (Brampton)
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have …
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have to work 2-3 minimum wage paying jobs to get by, no we don't want to live 4 or more to a 400 sqft studio apartment, yes we want to be able to afford our own homes, yes we want to be able to achieve a stable middle class lifestyle. That doesn't work for the crony capitalists who's greed and lust for power always needs satiating. So we have the Liberal government bringing in more immigrants than we have infrastructure to accommodate in an effort to keep wages down so profits can always be up. Immigrants who are willing to accept a lower quality of life than what most Canadians expect/accustom to because it's still superior to where they came from. So the quality of life for all Canadians is exponentially reduced. We are to accept a lower quality of life and if we resist then we are branded with all kinds of derogatory names; racist, xenophobe, fascist, unacceptable fringe, far-right extremists, et al. What's undeniable is that before the Liberals took power in 2015 we had an immigration system in Canada that worked quite well and that since the Liberals took power our immigration system is a destructive mess. This isn't by accident or incompetence, it's intentional, by design. Unfortunately Canada has a problem with so much of our population being ideologically blind, willingly ignorant, easily manipulated, cowardly staying in an abusive relation with our current oppressive government. Question is can the country be saved before too much damage is done?
Identity Attack0.030433474
Insult0.0820023
Profanity0.021056883
Threat0.0068416605
Severe Toxicity0.00289917
Low Tox 0.15213956 Constructive 0.741
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us …
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us to death, or do we get out and call the successful fire dept, like Argentina, Trump and Poland. So tired of asking why, isn't it obvious
Identity Attack0.033269364
Insult0.031697463
Profanity0.018255826
Threat0.0824309
Severe Toxicity0.005264282
Low Tox 0.15103401 Moderate Con 0.329
Aug 29, 2025 Why Canadians Are Turning Against …

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.