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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: "From Canada. This is the …" 6,088 comments · Page 90 of 244
What about White Invasion of Canada…
What about White Invasion of Canada…
Identity Attack0.38215697
Insult0.08410009
Profanity0.035148825
Threat0.0104988385
Severe Toxicity0.014188796
Moderate 0.3281604 Low Con 0.268 Identity_Assertion
Feb 15, 2026 Inside Canada's Indian Invasion...
Its cuz Canada is a joke and Quebec is even worse, begging money from other provinces even tho they could make their own money.
Its cuz Canada is a joke and Quebec is even worse, begging money from other provinces even tho they could make their own money.
Identity Attack0.23163283
Insult0.3388922
Profanity0.027000591
Threat0.0069516995
Severe Toxicity0.0073623657
Moderate 0.3281604 Low Con 0.116 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudeau destroyed Canada.
Trudeau destroyed Canada.
Identity Attack0.06658725
Insult0.2435641
Profanity0.035399333
Threat0.06238277
Severe Toxicity0.010147095
Moderate 0.3281604 Low Con 0.215 Policy_Critique
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
happy poop festival Canada 🥰
happy poop festival Canada 🥰
Identity Attack0.036878675
Insult0.14331897
Profanity0.27747265
Threat0.009256045
Severe Toxicity0.017222947
Moderate 0.3281604 Moderate Con 0.39 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
indians selling pizza in a canadian coffee shop icon, oh how canada has fallen
indians selling pizza in a canadian coffee shop icon, oh how canada has fallen
Identity Attack0.3817989
Insult0.15911613
Profanity0.03239325
Threat0.00780612
Severe Toxicity0.011444092
Moderate 0.3281604 Low Con 0.293 Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Canada needs to deport all immigrants of the last 12 years
Canada needs to deport all immigrants of the last 12 years
Identity Attack0.3802808
Insult0.07491849
Profanity0.028640235
Threat0.10236332
Severe Toxicity0.013736901
Moderate 0.3281604 Low Con 0.142 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
And why is that incompetent Pierre Poilievre is still leading the Conservative Party of Canada when a competent and strong leader is available right there who is actually doing her job and serving Canadian asking …
And why is that incompetent Pierre Poilievre is still leading the Conservative Party of Canada when a competent and strong leader is available right there who is actually doing her job and serving Canadian asking the right questions
Identity Attack0.014249804
Insult0.37960073
Profanity0.018597418
Threat0.0062785195
Severe Toxicity0.004272461
Moderate 0.3281604 Moderate Con 0.374
Sep 29, 2025 IRCC Names India in Study …
What value are these Indians bringing to Canada? What is Canada trying to prove by allowing these people into the country? Can someone throw light on this please?
What value are these Indians bringing to Canada? What is Canada trying to prove by allowing these people into the country? Can someone throw light on this please?
Identity Attack0.4006267
Insult0.13607834
Profanity0.023174755
Threat0.009281937
Severe Toxicity0.012833111
Moderate 0.3281604 Low Con 0.263 Question
Aug 30, 2025 Why Canadians Are Turning Against …
i am okay that canada will be just brown skin people in future and nobody else i do not know what country be like if it is be more like country and culture they left …
i am okay that canada will be just brown skin people in future and nobody else i do not know what country be like if it is be more like country and culture they left behind so it is .
Identity Attack0.39334553
Insult0.10587067
Profanity0.032142747
Threat0.010447056
Severe Toxicity0.01393057
Moderate 0.3281604 Moderate Con 0.326
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
When you come to canada...your supposed to leave your country of origin behind these indians should be deported for non assimilation..a new country referendum around the corner? Just like the french!
When you come to canada...your supposed to leave your country of origin behind these indians should be deported for non assimilation..a new country referendum around the corner? Just like the french!
Identity Attack0.3825363
Insult0.13064787
Profanity0.027410502
Threat0.014738814
Severe Toxicity0.013607788
Moderate 0.32764325 Low Con 0.251
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
Indiastan will be the country that is the end of Canada.
Indiastan will be the country that is the end of Canada.
Identity Attack0.3817989
Insult0.07460167
Profanity0.024951037
Threat0.13785169
Severe Toxicity0.018126737
Moderate 0.32764325 Low Con 0.121 Fear_Threat
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They asked dude about Indian immigrants in Canada he started talking about Africans😂😂😂😂
They asked dude about Indian immigrants in Canada he started talking about Africans😂😂😂😂
Identity Attack0.39773783
Insult0.089778624
Profanity0.040409464
Threat0.0072365063
Severe Toxicity0.010223389
Moderate 0.32764325 Low Con 0.287 Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
tbh if much of the indian diaspora in canada are just indian muslims and indian christians then the canadians would be more happy as even just the indian christians alone are ppl that the native …
tbh if much of the indian diaspora in canada are just indian muslims and indian christians then the canadians would be more happy as even just the indian christians alone are ppl that the native canadians themselves can easily connect with due to canada's long term history as a christian majority country and canada once condemned india for killing sikhs in its own territory and idk how will the native canadians react if much of indian diaspora are the country's minorites such as muslims, christians, sikhs and etc rather than majority hindus and this is already something that kinda exists in canada although much of the indian diaspora unfortunately are just hindus rather than the country's minorities but ofc not telling im from india or not cuz im not willing to reveal what country im from ;-;
Identity Attack0.42615733
Insult0.16195811
Profanity0.072882555
Threat0.08856395
Severe Toxicity0.015996376
Moderate 0.32712606 Moderate Con 0.491 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is why Canada shouldn’t become part of the US: they destroyed their country with immigration.
This is why Canada shouldn’t become part of the US: they destroyed their country with immigration.
Identity Attack0.37012735
Insult0.16124763
Profanity0.020646973
Threat0.013528148
Severe Toxicity0.009727478
Moderate 0.32712606 Low Con 0.232 Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Natives of Canada are not white europeans. So why this double standard? Its just racism in disguise
Natives of Canada are not white europeans. So why this double standard? Its just racism in disguise
Identity Attack0.3817989
Insult0.12702756
Profanity0.026863953
Threat0.006848133
Severe Toxicity0.008277893
Moderate 0.32712606 Low Con 0.21 Moral_Argument
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
since when did new immigrants think they own Canada ! Canada doesn't owe no one nothing Stay in your country ! Fix it !
since when did new immigrants think they own Canada ! Canada doesn't owe no one nothing Stay in your country ! Fix it !
Identity Attack0.36702603
Insult0.15840563
Profanity0.019143965
Threat0.009592636
Severe Toxicity0.012703998
Moderate 0.32712606 Low Con 0.285 Identity_Assertion
Feb 16, 2026 Canada's tighter immigration policy divides …
This is a planned destruction of Canada. Invasion
This is a planned destruction of Canada. Invasion
Identity Attack0.2781757
Insult0.0838533
Profanity0.025634222
Threat0.13498579
Severe Toxicity0.014705247
Moderate 0.32712606 Low Con 0.201 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
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)
Sikhs are actually nice people. Every single person has some or other compulsions. Nobody moves to another country for fun, they migrate for better lifestyle, healthcare, benefits, income etc. Stop demonizing these people just because …
Sikhs are actually nice people. Every single person has some or other compulsions. Nobody moves to another country for fun, they migrate for better lifestyle, healthcare, benefits, income etc. Stop demonizing these people just because they're in Canada and not being white. Perhaps, ask yourself what your ancestors as whites did in the past to Indians, sidelined with Britishers & looted our wealth for 200 years and made us a 3rd world country.
Identity Attack0.3857254
Insult0.16337912
Profanity0.032142747
Threat0.009048914
Severe Toxicity0.011291504
Moderate 0.32712606 Constructive 0.734 Moral_Argument
Mar 1, 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 …
Why were immigrants brought in? Answer that first! Who allowed it?? People go through a legal process, pay legal dues, wait with pride their turn to get entry to Canada to see themselves grouped with …
Why were immigrants brought in? Answer that first! Who allowed it?? People go through a legal process, pay legal dues, wait with pride their turn to get entry to Canada to see themselves grouped with those who were allowed in free and demanding their cultural needs be met! And guess who bent over backwards!! It's painful people looking down upon you as hateful aliens! Stand up to policy makers and ask why that policy! They are busy with their shananigans adding votes to stay at helm while we spit venom!
Identity Attack0.27701542
Insult0.27146968
Profanity0.038154904
Threat0.009722093
Severe Toxicity0.010986328
Moderate 0.32712606 Constructive 0.593 Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
Vote in pro-deportation politicians in Canada! Deport the illegals, stop the border smugglers. Wake up before it's too late!!
Vote in pro-deportation politicians in Canada! Deport the illegals, stop the border smugglers. Wake up before it's too late!!
Identity Attack0.2846865
Insult0.1823172
Profanity0.018529098
Threat0.061412923
Severe Toxicity0.012703998
Moderate 0.32712606 Moderate Con 0.328 Call_To_Action
Mar 1, 2026 3 likes Inside Canada's Indian Invasion...
It feels awesome that Canada and Europe are getting conquered by Indians. A few hundred years ago, your ancestors stole trillion $ worth of resources from India.
It feels awesome that Canada and Europe are getting conquered by Indians. A few hundred years ago, your ancestors stole trillion $ worth of resources from India.
Identity Attack0.38176915
Insult0.1823172
Profanity0.02474608
Threat0.009877442
Severe Toxicity0.010681152
Moderate 0.3266089 Low Con 0.241 Identity_Assertion
Oct 11, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
How Justinder Singh Trudeep literally and single handedly destroyed Canada 😢😢😢😢😢
How Justinder Singh Trudeep literally and single handedly destroyed Canada 😢😢😢😢😢
Identity Attack0.06658725
Insult0.16861114
Profanity0.027137227
Threat0.1284288
Severe Toxicity0.013543231
Moderate 0.3266089 Low Con 0.276 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …

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.