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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

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

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30,738 comments · Page 108 of 1230
Whites are NOT the natives in Canada, North America is naturally going to be a hot mix of peoples. Remember, Europeans are the INVADERS. That retard on the bike needs to go back to school.
Whites are NOT the natives in Canada, North America is naturally going to be a hot mix of peoples. Remember, Europeans are the INVADERS. That retard on the bike needs to go back to school.
Identity Attack0.5698139
Insult0.6261769
Profanity0.36230123
Threat0.023889944
Severe Toxicity0.16960317
Moderate 0.62702215 Low Con 0.25 Identity Attack Insult Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
The man with the neon jacket..!!! He is like w Africas were tested Below Intelligence Level (who did?) And why they bring people with disabilities to my country knowing they won't be working for my …
The man with the neon jacket..!!! He is like w Africas were tested Below Intelligence Level (who did?) And why they bring people with disabilities to my country knowing they won't be working for my country's well-being like a SLAVE!? 😒 The Colonial mindset still continues..There will always be people like him..💀 I am not defending Indians but without the immigration you won't survive sir! You in your Christmas pyjamas won't get any presents if they don't work for your dirty work stu*id!!
Identity Attack0.48915586
Insult0.6306599
Profanity0.36230123
Threat0.04686524
Severe Toxicity0.22513679
Moderate 0.62702215 Moderate Con 0.481 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
guy at 5:00 is an absolute buffoon, why did you even keep him in the video 😭
guy at 5:00 is an absolute buffoon, why did you even keep him in the video 😭
Identity Attack0.051808115
Insult0.56997263
Profanity0.2847897
Threat0.014911477
Severe Toxicity0.02420936
Moderate 0.62702215 Low Con 0.286 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are more annoying than even the jews due to numbers. Ugh.
Indians are more annoying than even the jews due to numbers. Ugh.
Identity Attack0.6649212
Insult0.48313886
Profanity0.29209393
Threat0.013113883
Severe Toxicity0.16960317
Moderate 0.62702215 Low Con 0.241 Identity Attack Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
🚩🚩🇮🇱🇮🇱🇮🇱🚩Hinduism is One of the Most Racist Religion to many of the Hindus also discriminate people based on birth, while Judaism is Most Racist for Non Jews
🚩🚩🇮🇱🇮🇱🇮🇱🚩Hinduism is One of the Most Racist Religion to many of the Hindus also discriminate people based on birth, while Judaism is Most Racist for Non Jews
Identity Attack0.6649212
Insult0.44802538
Profanity0.22713706
Threat0.046541955
Severe Toxicity0.34950548
Moderate 0.62702215 Moderate Con 0.333 Identity Attack
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Khalistanis are terrorists read the punjab history
Khalistanis are terrorists read the punjab history
Identity Attack0.65625757
Insult0.5588244
Profanity0.33453682
Threat0.2330281
Severe Toxicity0.44787344
Moderate 0.62702215 Low Con 0.145 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Why does no one do anything about this LIKE WTF !!!!!!!!!!!!
Why does no one do anything about this LIKE WTF !!!!!!!!!!!!
Identity Attack0.020882076
Insult0.24928534
Profanity0.570067
Threat0.012803185
Severe Toxicity0.16960317
Moderate 0.62702215 Low Con 0.244 Call_To_Action
Oct 1, 2025 IRCC Names India in Study …
That woman crying is pathetic she needs to get angry not depressed.
That woman crying is pathetic she needs to get angry not depressed.
Identity Attack0.18002926
Insult0.64537907
Profanity0.26641908
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.62702215 Low Con 0.236 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
That woman is typical of the caliber of subservient moron that the authoritarian executive leader prefers to put out front as the divisive punching bag for intentional destructive policy. We are being systematically dismantled while …
That woman is typical of the caliber of subservient moron that the authoritarian executive leader prefers to put out front as the divisive punching bag for intentional destructive policy. We are being systematically dismantled while being enraged by entertaining court jesters masquerading as ministers.
Identity Attack0.1714862
Insult0.67254376
Profanity0.3320008
Threat0.054947287
Severe Toxicity0.02420936
Moderate 0.62702215 Low Con 0.193 Insult Policy_Critique
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Get these immigrants out, job shortage for Canadians because the government gave our jobs to immigrants, opened free drug distribution to destroy Canadians, hatred comes to mind when the very word liberal comes up, they …
Get these immigrants out, job shortage for Canadians because the government gave our jobs to immigrants, opened free drug distribution to destroy Canadians, hatred comes to mind when the very word liberal comes up, they should all be in jail, murdering our people and the list goes on the liberal government did this. CLOSE THE BOARDERS NOW.
Identity Attack0.26231495
Insult0.050792135
Profanity0.0003129904
Threat0.12714085
Severe Toxicity0.000067826564
Moderate 0.6261535 Fear_Threat
Apr 19, 2025
Good. A lot of the immigrants are just a burden.
Good. A lot of the immigrants are just a burden.
Identity Attack0.34551302
Insult0.30355707
Profanity0.0002787755
Threat0.001299532
Severe Toxicity0.000019267127
Moderate 0.62582487 Fear_Threat
Apr 16, 2025 1 likes
I have no sympathy for any Canadian that crosses the border at this point. Just as brainless as the Yankee doodles.
I have no sympathy for any Canadian that crosses the border at this point. Just as brainless as the Yankee doodles.
Identity Attack0.08970363
Insult0.5150182
Profanity0.00050681824
Threat0.00079605915
Severe Toxicity0.000015781674
Moderate 0.6255485 Insult Identity_Assertion
Dec 10, 2025
Blacks, indiands, africans dude why the hell are all these immigrants taking over all over the world. Every country just needs to lock down there own boarders and no planes in or out.
Blacks, indiands, africans dude why the hell are all these immigrants taking over all over the world. Every country just needs to lock down there own boarders and no planes in or out.
Identity Attack0.61901736
Insult0.46327567
Profanity0.4596479
Threat0.042985857
Severe Toxicity0.2391185
Moderate 0.62136006 Moderate Con 0.314 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
3:38 your ancestors didn't build this country. They killed raped and tortured millions and millions of children for you to call this your home. You claim not to be racist yet you r
3:38 your ancestors didn't build this country. They killed raped and tortured millions and millions of children for you to call this your home. You claim not to be racist yet you r
Identity Attack0.38215697
Insult0.45758462
Profanity0.352205
Threat0.4430943
Severe Toxicity0.34942797
Moderate 0.62136006 Moderate Con 0.364
Aug 27, 2025 Why Canadians Are Turning Against …
White people should go back to Europe from where they came...
White people should go back to Europe from where they came...
Identity Attack0.65625757
Insult0.40243408
Profanity0.2347036
Threat0.06755528
Severe Toxicity0.16960317
Moderate 0.62136006 Low Con 0.185 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Our government is housing them, educating them, our own people can’t get jobs , the idiot that agreed to have mass immigration didn’t factor in housing it is out of control rent has tripled. Our …
Our government is housing them, educating them, our own people can’t get jobs , the idiot that agreed to have mass immigration didn’t factor in housing it is out of control rent has tripled. Our country isn’t Canadian anymore
Identity Attack0.17070955
Insult0.6675394
Profanity0.25367188
Threat0.0091524795
Severe Toxicity0.023076924
Moderate 0.62136006 Moderate Con 0.419 Insult
Oct 8, 2025 Why Canadians Are Turning Against …
Bloody Racists.
Bloody Racists.
Identity Attack0.38246045
Insult0.6261769
Profanity0.3351773
Threat0.045895394
Severe Toxicity0.16960317
Moderate 0.62136006 Low Con 0.246 Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Deport every last indian!
Deport every last indian!
Identity Attack0.6649212
Insult0.36798462
Profanity0.2263305
Threat0.42388117
Severe Toxicity0.23226175
Moderate 0.62136006 Low Con 0.222 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a Canadian I hope they are planning on heading south. In essence I pray that things in Canada get so bad they leave. At this point, with our government's open the flood gate policy …
As a Canadian I hope they are planning on heading south. In essence I pray that things in Canada get so bad they leave. At this point, with our government's open the flood gate policy it's the only thing that can save Canada from becoming a complete third world like shit hole.
Identity Attack0.34974504
Insult0.5130944
Profanity0.6242122
Threat0.026307223
Severe Toxicity0.0912254
Moderate 0.62136006 Moderate Con 0.418 Insult Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better …
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better not go. I would gladly trade away the recent immigrants from Central America who at least 50% of are violent criminals for immigrants from India. Hell, I would love to trade most Americans under 30yrs old for immigrants from India.
Identity Attack0.56445944
Insult0.48569724
Profanity0.5249258
Threat0.06690872
Severe Toxicity0.17926651
Moderate 0.62136006 Constructive 0.592 Identity Attack Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s easy, liberal government who is following a global agenda to create chaos and anarchy in many countries and what Trump is doing needs to be done. Fix immigration laws, everyone must be adding to …
It’s easy, liberal government who is following a global agenda to create chaos and anarchy in many countries and what Trump is doing needs to be done. Fix immigration laws, everyone must be adding to the country with skills that get let in. We need to deport everyone that isn’t providing any real value. Reverse this shit, religious extremism, put them back in their own countries, they act like animals and barbarians kick them out. It’s simple but the idiot boomers because their lives are set think that the world is rainbows and unicorns so they voted liberal.
Identity Attack0.40351558
Insult0.6370372
Profanity0.46460027
Threat0.12996206
Severe Toxicity0.14389864
Moderate 0.62136006 Moderate Con 0.307 Insult Policy_Critique
Sep 10, 2025 Why Canadians Are Turning Against …
India 🇮🇳 a country of scammers
India 🇮🇳 a country of scammers
Identity Attack0.6106996
Insult0.5678696
Profanity0.3194067
Threat0.032695748
Severe Toxicity0.23224114
Moderate 0.62136006 Low Con 0.248 Identity Attack Insult
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
0:50 Again, the USA is far from being the best country on Earth. For the love of God, look at yourself, look how miserable your country is now. It used to be great, now you …
0:50 Again, the USA is far from being the best country on Earth. For the love of God, look at yourself, look how miserable your country is now. It used to be great, now you have shootings everyday, your president is a pdo, you pollute like crazy and you're ultra obese. I can't believe you keep saying that it's crazy.
Identity Attack0.44690517
Insult0.5935568
Profanity0.29209393
Threat0.07246469
Severe Toxicity0.16760159
Moderate 0.62136006 Moderate Con 0.412 Insult Comparative_Framing
Feb 12, 2026 Inside Canada's Indian Invasion...
We need to build a wall at Canada's border now. India slums and scammers are not welcome in America
We need to build a wall at Canada's border now. India slums and scammers are not welcome in America
Identity Attack0.6458014
Insult0.5678696
Profanity0.2188925
Threat0.10542984
Severe Toxicity0.16960317
Moderate 0.62136006 Low Con 0.219 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Talking crap about Africans but they have more than what he has in that little time of them being there 😂keep riding your bike in the cold buddy
Talking crap about Africans but they have more than what he has in that little time of them being there 😂keep riding your bike in the cold buddy
Identity Attack0.46028158
Insult0.47630358
Profanity0.5013569
Threat0.021127338
Severe Toxicity0.16960317
Moderate 0.62136006 Low Con 0.269 Humor_Satire
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.