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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
Active: "There was not a need …" 2,035 comments · Page 28 of 82
All immigrants need to be assimilated like our ancestors were forced to speak English not allowed to do their ceremonies why are they not doing that to immigrants? This is not their country if so …
All immigrants need to be assimilated like our ancestors were forced to speak English not allowed to do their ceremonies why are they not doing that to immigrants? This is not their country if so proud of your original country go back n fight for it all of yous look at your history n go back to it
Identity Attack0.36702603
Insult0.107333586
Profanity0.030890211
Threat0.014393489
Severe Toxicity0.015157142
Moderate 0.3127066 Moderate Con 0.448
Aug 28, 2025 Why Canadians Are Turning Against …
They need to work to get to our country, they need to contribute to society and assimilate with white people here. If you come to this country and not try to learn or attempt assimilation …
They need to work to get to our country, they need to contribute to society and assimilate with white people here. If you come to this country and not try to learn or attempt assimilation with everybody that already has, I think immigration is a great thing, but they need to be FORCED to learn english, they need to be FORCED to learn our culture and our religion.
Identity Attack0.3780483
Insult0.07428485
Profanity0.08064143
Threat0.018710058
Severe Toxicity0.01644827
Moderate 0.31132057 Moderate Con 0.404
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
very ironic, "We need to reconcile with indigenous people! We were so racist! We learned from our mistakes!"- Canadians it's also very ironic when racists complain about assimilation because; what indians are doing is the …
very ironic, "We need to reconcile with indigenous people! We were so racist! We learned from our mistakes!"- Canadians it's also very ironic when racists complain about assimilation because; what indians are doing is the most canadian thing they could do, show up assert their culture spread politics from their own country and be polite. Just like with indigenous people
Identity Attack0.36598656
Insult0.1798321
Profanity0.02023706
Threat0.0066086366
Severe Toxicity0.007247925
Moderate 0.30993456 Constructive 0.584 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
i dont undeerstand as why anyone would against stopping bogus asylums claimants to receive govt benefits. This country needs more mental health doctors.
i dont undeerstand as why anyone would against stopping bogus asylums claimants to receive govt benefits. This country needs more mental health doctors.
Identity Attack0.13163337
Insult0.26957804
Profanity0.025907494
Threat0.008466354
Severe Toxicity0.008049011
Moderate 0.30993456 Constructive 0.545 Policy_Critique
Feb 24, 2026 28 likes 'We do know that there's …
Canadians need more of you sensible immigrants to speak up and call out these disrespectful new Gimme Grints! Patition our so-called leaders groveling for these votes
Canadians need more of you sensible immigrants to speak up and call out these disrespectful new Gimme Grints! Patition our so-called leaders groveling for these votes
Identity Attack0.2774022
Insult0.24928534
Profanity0.024677763
Threat0.008815889
Severe Toxicity0.0073623657
Moderate 0.30854854 Low Con 0.287 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
needs to be titled "global rat infestation"
needs to be titled "global rat infestation"
Identity Attack0.02721288
Insult0.26957804
Profanity0.110447146
Threat0.013010317
Severe Toxicity0.01159668
Moderate 0.30854854 Low Con 0.121 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
We need to be honest about immigration. Its destroying this country.
We need to be honest about immigration. Its destroying this country.
Identity Attack0.28034934
Insult0.0838533
Profanity0.031140719
Threat0.044278983
Severe Toxicity0.009765625
Moderate 0.30716252 Moderate Con 0.329 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
If youre from india they need too make a nww law: you so much as even scratch someones car because going even one mile over limit, ypu either loose your drivers license OR keep it …
If youre from india they need too make a nww law: you so much as even scratch someones car because going even one mile over limit, ypu either loose your drivers license OR keep it and get depeted back too "motherland"😂😂
Identity Attack0.293411
Insult0.15556364
Profanity0.09583591
Threat0.02250864
Severe Toxicity0.016900165
Moderate 0.30716252 Moderate Con 0.33 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
8:57 ppl can't have children because we can't afford to. Maybe if they paid parents a living wage to stay home until their kids went to school ...we'd have more children. Instead we have children …
8:57 ppl can't have children because we can't afford to. Maybe if they paid parents a living wage to stay home until their kids went to school ...we'd have more children. Instead we have children and the economy changes so drastically that now many of us are having to make the choice of which bill can't be paid this month because child needs school clothes and supplies and needs to eat for the month. I'm in Ontario and it's getting so ridiculously expensive to eat let alone live!!!
Identity Attack0.011247349
Insult0.26957804
Profanity0.0838743
Threat0.0064468146
Severe Toxicity0.004825592
Moderate 0.30716252 Constructive 0.753
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
We need a moratorium on immigration and these foreigners need to go back.
We need a moratorium on immigration and these foreigners need to go back.
Identity Attack0.37152436
Insult0.08533409
Profanity0.023584666
Threat0.020954676
Severe Toxicity0.011138916
Moderate 0.30716252 Low Con 0.211 Call_To_Action
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
That guy with the bike needs a delicate upper cut.. he'll lie down to think it over
That guy with the bike needs a delicate upper cut.. he'll lie down to think it over
Identity Attack0.015254694
Insult0.12159709
Profanity0.104876526
Threat0.2836219
Severe Toxicity0.01683561
Moderate 0.30716252 Low Con 0.222 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada needs to be much more vigilant in who gets into this country, the legal immigration process is not robust enough and it is too easy to remain illegally. We don’t want to become a …
Canada needs to be much more vigilant in who gets into this country, the legal immigration process is not robust enough and it is too easy to remain illegally. We don’t want to become a harbour for criminal gangs or scammers!
Identity Attack0.09245483
Insult0.3126888
Profanity0.036401358
Threat0.009722093
Severe Toxicity0.005874634
Moderate 0.3057765 Moderate Con 0.498 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I Need To Poo and I Have No Loo. The upcoming Indian Horror Movie.
I Need To Poo and I Have No Loo. The upcoming Indian Horror Movie.
Identity Attack0.058856625
Insult0.0810151
Profanity0.2664882
Threat0.01940071
Severe Toxicity0.01935331
Moderate 0.3057765 Low Con 0.259 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I think the government really need to start looking into Indians, Filipinos and even Nigerians with all the fake that they enter in the country with the government really need to take this seriously.. NCLEX …
I think the government really need to start looking into Indians, Filipinos and even Nigerians with all the fake that they enter in the country with the government really need to take this seriously.. NCLEX also need to do better than everyone keeps talking about Indians national.. when we have other nationals scamming the system
Identity Attack0.36702603
Insult0.1798321
Profanity0.12991914
Threat0.02492592
Severe Toxicity0.014059683
Moderate 0.3057765 Constructive 0.572
Oct 12, 2025 IRCC Names India in Study …
YOU need to stop too many from India. I blame Trudeu for this mess. Kids hear cant 😅get jobs
YOU need to stop too many from India. I blame Trudeu for this mess. Kids hear cant 😅get jobs
Identity Attack0.2816105
Insult0.20901857
Profanity0.04366605
Threat0.010705971
Severe Toxicity0.00919342
Moderate 0.3057765 Moderate Con 0.379 Policy_Critique
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
What a broken system .. all u needed was visa money and admission money 😂 and it got exploited.. the Chinese track every foreigner who enters their land if u r reported to be missing …
What a broken system .. all u needed was visa money and admission money 😂 and it got exploited.. the Chinese track every foreigner who enters their land if u r reported to be missing classes 😂 hallelujah God save u.. they will track u down and deport ..
Identity Attack0.28034934
Insult0.12883772
Profanity0.02932342
Threat0.035113025
Severe Toxicity0.009765625
Moderate 0.30539915 Moderate Con 0.435 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
We already have way too many and we need mass deportation before Canada is completely destroyed
We already have way too many and we need mass deportation before Canada is completely destroyed
Identity Attack0.25478655
Insult0.08533409
Profanity0.02795705
Threat0.2172668
Severe Toxicity0.013543231
Moderate 0.30539915 Low Con 0.269 Fear_Threat
Jan 5, 2026 Migrants cross into Canada near …
We need more illegals deported Thè problem is we don't enough people checking them.out before they come to Canada
We need more illegals deported Thè problem is we don't enough people checking them.out before they come to Canada
Identity Attack0.35624164
Insult0.11464815
Profanity0.020510335
Threat0.04233929
Severe Toxicity0.012703998
Moderate 0.30539915 Moderate Con 0.363 Policy_Critique
Dec 27, 2025 Deportations From Canada at Their …
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from …
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from India. There are many good people that come from india, but there are FAR more than don't assimilate, have no interest in ever assimilating, and they abuse our social systems, stealing from every Canadian as well as cause our quality of life to drastically drop. Our healthcare systems are beyond overloaded and bursting at the seams, our housing prices have skyrocketed, our house and auto insurance rates have also gone through the roof. And speaking of going through the roof, numerous houses were lit on fire late last year from new immigrants irresponsibly lighting off MASSIVE amounts of fireworks during Diwali, then you have the crowds of Indian families going to our previously pristine beaches and digging pits, which they then proceeded to use as their bathroom. People were actually selling "Beach $hitter" t-shirts because the problem was getting so common. Immigration is ok, but the amount of people the Canadian government has allowed into Canada, ALL from totally different cultural origins, in such a short amount of time was never, and will never be sustainable. In my opinion, Canada needs to full stop close its borders to anyone immigrating for at minimum 5-10 years, to allow the countries infostructure time to catch up with the masses of people who have already come into the country. But that will never happen with the liberals at the helm, they would literally get rid of the whole concept of a "border" if they could. Elbows up ya dorks!
Identity Attack0.36702603
Insult0.18852992
Profanity0.031140719
Threat0.009644418
Severe Toxicity0.014188796
Moderate 0.30527395 Constructive 0.676 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The more chaos you have the more the government benefits, and politicians are not looking after the peoples best interest they’re looking at they’re looking after their own bloodlines best interest, and enriching themselves in …
The more chaos you have the more the government benefits, and politicians are not looking after the peoples best interest they’re looking at they’re looking after their own bloodlines best interest, and enriching themselves in building their own family wealth with our money instead of actually being a public servant. That is the problem. This is why you need a big revolution around the world to kill off all these people that have their bloodline in the system for a very long time and these politicians are not anyone new. These are all from the same bloodline that are still in the system, just look at the United States almost 90% of everyone in politics in our country is a former slave owner‘s bloodline. How did that happen for 250 years they’ve been in the same position that needs to change these people need to be killed off. They need to be gone down.
Identity Attack0.1064171
Insult0.16766082
Profanity0.09001675
Threat0.34804323
Severe Toxicity0.018126737
Moderate 0.30527395 Moderate Con 0.419 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler needs to cover the Chinese invasion in Richmond, BC next. The driving in Richmond is worse than Brampton.
Tyler needs to cover the Chinese invasion in Richmond, BC next. The driving in Richmond is worse than Brampton.
Identity Attack0.28622448
Insult0.18355975
Profanity0.022559889
Threat0.010162249
Severe Toxicity0.00793457
Moderate 0.30527395 Low Con 0.21
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You are giving Canada to Indians, Sikhs need a country so their making there way to brampton.
You are giving Canada to Indians, Sikhs need a country so their making there way to brampton.
Identity Attack0.38176915
Insult0.1342682
Profanity0.038655918
Threat0.009722093
Severe Toxicity0.012207031
Moderate 0.30514878 Low Con 0.264 Fear_Threat
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
India needs to be sanctioned.
India needs to be sanctioned.
Identity Attack0.36702603
Insult0.07523532
Profanity0.07676199
Threat0.08856395
Severe Toxicity0.017868511
Moderate 0.30502358 Low Con 0.173
Oct 1, 2025 IRCC Names India in Study …
We need more...deportations!
We need more...deportations!
Identity Attack0.27340925
Insult0.06372428
Profanity0.024814399
Threat0.05914995
Severe Toxicity0.014576134
Moderate 0.30502358 Low Con 0.293 Call_To_Action
Dec 25, 2025 5 likes Deportations From Canada at Their …
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us …
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us with this out of control insane mass immigration / invasion.
Identity Attack0.23542951
Insult0.24928534
Profanity0.020578653
Threat0.008789998
Severe Toxicity0.0077056885
Moderate 0.30502358 Constructive 0.541
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …

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.