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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

click to expand

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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30,738 comments · Page 462 of 1230
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 …
Waiting for episode of invasion England and Germany by native American ❤❤❤❤❤
Waiting for episode of invasion England and Germany by native American ❤❤❤❤❤
Identity Attack0.30103904
Insult0.06687108
Profanity0.078378424
Threat0.08396416
Severe Toxicity0.023076924
Moderate 0.30539915 Low Con 0.274 Humor_Satire
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
Corrupted broken chaotic immigration policy shame on
Corrupted broken chaotic immigration policy shame on
Identity Attack0.012654406
Insult0.18459968
Profanity0.00015652573
Threat0.0005080945
Severe Toxicity0.0000058860746
Moderate 0.30536097 Policy_Critique
Dec 8, 2025
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...
I feel bad for the Indians who came over in the 70's 80s and 90s, the ones coming over now are giving them such a bad name.
I feel bad for the Indians who came over in the 70's 80s and 90s, the ones coming over now are giving them such a bad name.
Identity Attack0.36702603
Insult0.15414265
Profanity0.07708528
Threat0.014738814
Severe Toxicity0.01121521
Moderate 0.30527395 Constructive 0.555 Identity_Assertion
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
the zoom in on the toes was diabolical 😭🙏🙏
the zoom in on the toes was diabolical 😭🙏🙏
Identity Attack0.012842959
Insult0.081508696
Profanity0.22723788
Threat0.012130005
Severe Toxicity0.014640691
Moderate 0.30527395 Moderate Con 0.311 Humor_Satire
Feb 8, 2026 Inside Canada's Indian Invasion...
Aspects like religion, race, language are big factors that shape a culture. No country wants mass immigration but you can not blame Indians for this mess. Though Brampton might be an exception (Sikh and Pakistani …
Aspects like religion, race, language are big factors that shape a culture. No country wants mass immigration but you can not blame Indians for this mess. Though Brampton might be an exception (Sikh and Pakistani illegals coming as hardcore radicals) Most Indians (non-Sikh) come legally, are law abiding, pay taxes and work hard just like immigrant forefathers of the whiteys. If the current whiteys have issues, they should elect good politicians but stop being r@cist towards Indians just due to skin color
Identity Attack0.3817989
Insult0.1640896
Profanity0.10982819
Threat0.014048163
Severe Toxicity0.015544481
Moderate 0.30527395 Constructive 0.693
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
ICE NOW IN CANADA! DEPORT the DISRESPECT!!
ICE NOW IN CANADA! DEPORT the DISRESPECT!!
Identity Attack0.23694818
Insult0.16795322
Profanity0.018597418
Threat0.038911607
Severe Toxicity0.010910034
Moderate 0.30527395 Low Con 0.131
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Only to blame Canadian Government! Should stop and deport most of them back !
Only to blame Canadian Government! Should stop and deport most of them back !
Identity Attack0.2964622
Insult0.10440776
Profanity0.018392462
Threat0.033386398
Severe Toxicity0.010681152
Moderate 0.30527395 Low Con 0.198 Call_To_Action
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada’s government should be ashamed
Canada’s government should be ashamed
Identity Attack0.18158256
Insult0.20901857
Profanity0.049928714
Threat0.012958534
Severe Toxicity0.0076293945
Moderate 0.30527395 Low Con 0.159 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is turning into INDIA 2.0. This country is literally unrecognizable in the past few years. The immigration system is a joke.
Canada is turning into INDIA 2.0. This country is literally unrecognizable in the past few years. The immigration system is a joke.
Identity Attack0.2700233
Insult0.2469859
Profanity0.02392626
Threat0.0069646453
Severe Toxicity0.007171631
Moderate 0.30527395 Low Con 0.294 Identity_Assertion
Feb 14, 2026 3 likes Inside Canada's Indian Invasion...
@rocanews - Why did you have to say "more original immigrants" @ 06:11 ? Why can't you just say white european ? That's what you meant right ? You do realise that the ONLY reason …
@rocanews - Why did you have to say "more original immigrants" @ 06:11 ? Why can't you just say white european ? That's what you meant right ? You do realise that the ONLY reason the "more original immigrants" were white was because nonwhite immigration into Canada was BANNED till 1962 right ?
Identity Attack0.3817989
Insult0.0817555
Profanity0.020988565
Threat0.00814271
Severe Toxicity0.008506775
Moderate 0.30527395 Moderate Con 0.394 Policy_Critique
Oct 2, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
If you move here from another country adapt to our society or get out
If you move here from another country adapt to our society or get out
Identity Attack0.23694818
Insult0.08508729
Profanity0.06495911
Threat0.025961896
Severe Toxicity0.014059683
Moderate 0.30527395 Low Con 0.231
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Those who say Punjab, are not Indians, and their father belongs to Pakistan.
Those who say Punjab, are not Indians, and their father belongs to Pakistan.
Identity Attack0.36803186
Insult0.16551061
Profanity0.06145202
Threat0.010110466
Severe Toxicity0.014769804
Moderate 0.30527395 Low Con 0.249 Identity_Assertion
Feb 23, 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...
the problem is , its mostly single indian men too..
the problem is , its mostly single indian men too..
Identity Attack0.3817989
Insult0.082619295
Profanity0.07643871
Threat0.009307829
Severe Toxicity0.011367798
Moderate 0.30527395 Low Con 0.233 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
You can’t answer why? I mean sure you can. This is what white genocide looks like. There’s UN documents that describe exactly this. It’s not a conspiracy theory. It’s happening. It’s real. Unless we do …
You can’t answer why? I mean sure you can. This is what white genocide looks like. There’s UN documents that describe exactly this. It’s not a conspiracy theory. It’s happening. It’s real. Unless we do something about it we’re toast.
Identity Attack0.31307843
Insult0.0838533
Profanity0.06044999
Threat0.07323132
Severe Toxicity0.01483436
Moderate 0.30527395 Low Con 0.292 Unverified_Claim
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
You took the land from the Indians Now the Indians are taking the land from you
You took the land from the Indians Now the Indians are taking the land from you
Identity Attack0.32768643
Insult0.08558089
Profanity0.07320584
Threat0.023544617
Severe Toxicity0.015286255
Moderate 0.30527395 Low Con 0.231
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Start deporting, dont let more in.
Start deporting, dont let more in.
Identity Attack0.25309357
Insult0.07745308
Profanity0.022696527
Threat0.114629425
Severe Toxicity0.011978149
Moderate 0.30527395 Low Con 0.142 Call_To_Action
Jan 3, 2026 New rules, regulations take effect …
No one having kids ,no brainer ,life is expensive, immigration is not fixing our economy.
No one having kids ,no brainer ,life is expensive, immigration is not fixing our economy.
Identity Attack0.16801116
Insult0.23704576
Profanity0.023584666
Threat0.008738215
Severe Toxicity0.0090408325
Moderate 0.30527395 Moderate Con 0.35
Sep 1, 2025 Why Canadians Are Turning Against …
Canadian people should blame their govt
Canadian people should blame their govt
Identity Attack0.36702603
Insult0.082372494
Profanity0.04792466
Threat0.013372798
Severe Toxicity0.008811951
Moderate 0.30527395 Low Con 0.249
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
My cousin passed away last week waiting for his visa. He was a young hardworking engineer waiting to get into this country. He was a fluent speaker in English who understood politics in Canada, community, …
My cousin passed away last week waiting for his visa. He was a young hardworking engineer waiting to get into this country. He was a fluent speaker in English who understood politics in Canada, community, and family. He had a full ride PHd thesis scholarship from universities like University of Alberta, Concordia, and Queens in blockchain technology. And my country lets in these delinquent low life criminals who destroy the fabric of society. May God rest his soul.
Identity Attack0.094936445
Insult0.3388922
Profanity0.022901481
Threat0.013476364
Severe Toxicity0.00793457
Moderate 0.30527395 Constructive 0.686 Personal_Narrative
Sep 30, 2025 6 likes IRCC Names India in Study …
now make a vid on british invasion
now make a vid on british invasion
Identity Attack0.2816105
Insult0.06582214
Profanity0.10301965
Threat0.10236332
Severe Toxicity0.020515325
Moderate 0.30527395 Low Con 0.273 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
2:01 THE INDIAN GUY IS SPEAKING FACTS ITS NOT HARD TO UNDERSTAND <3 people act like they do not understand but really they just don't like it. People don't like it because it is unfamiliar, …
2:01 THE INDIAN GUY IS SPEAKING FACTS ITS NOT HARD TO UNDERSTAND <3 people act like they do not understand but really they just don't like it. People don't like it because it is unfamiliar, which is uncomfortable but it doesn't last long.
Identity Attack0.22063516
Insult0.082619295
Profanity0.10549548
Threat0.012026439
Severe Toxicity0.017029278
Moderate 0.30527395 Moderate Con 0.492
Jan 27, 2026 Inside Canada's Indian Invasion...
I love how Tyler interviews EVERYONE, even Indian-Canadians. And even THEY agree this whole thing upsets them. They don't WANT India's BS there.
I love how Tyler interviews EVERYONE, even Indian-Canadians. And even THEY agree this whole thing upsets them. They don't WANT India's BS there.
Identity Attack0.33060804
Insult0.16883044
Profanity0.1612468
Threat0.008362788
Severe Toxicity0.011749268
Moderate 0.30527395 Constructive 0.664 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...

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.