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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

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Active: "So when all the white …" 1,674 comments · Page 57 of 67
as someone from Brampton there are a lot but lots of people are taking it to seriously and most of them are kinda be racist sometimes they do some s tuff that white people dont …
as someone from Brampton there are a lot but lots of people are taking it to seriously and most of them are kinda be racist sometimes they do some s tuff that white people dont do but most times there fine
Identity Attack0.33352965
Insult0.10440776
Profanity0.11539881
Threat0.010550622
Severe Toxicity0.01121521
Low Tox 0.2922276 Constructive 0.558 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
I'm a white guy born in Mississauga just south of Brampton. I've been living in a tent for over two months. Youth stand near the woodlot where i live and shout "Indian go home" The …
I'm a white guy born in Mississauga just south of Brampton. I've been living in a tent for over two months. Youth stand near the woodlot where i live and shout "Indian go home" The news and researcher-academic classes tell us we didn't want to work and we were unqualified for work, and now they tell us we are racists if we even blink wrong.
Identity Attack0.34324843
Insult0.10294484
Profanity0.048425674
Threat0.010291707
Severe Toxicity0.009307861
Low Tox 0.29039988 Constructive 0.68 Personal_Narrative
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
0:51 straight white men
0:51 straight white men
Identity Attack0.33352965
Insult0.076502606
Profanity0.09744903
Threat0.012803185
Severe Toxicity0.013801457
Low Tox 0.29039988 Low Con 0.254 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
There's many Canadians who are born and raised here and are thoroughly Canadian who aren't white, so I don't know why people think Canadians are just White and that just white people are complaining. Canadians …
There's many Canadians who are born and raised here and are thoroughly Canadian who aren't white, so I don't know why people think Canadians are just White and that just white people are complaining. Canadians are complaining that our culture is disappearing
Identity Attack0.3817989
Insult0.08030447
Profanity0.02836696
Threat0.008427517
Severe Toxicity0.008163452
Low Tox 0.29039988 Constructive 0.663 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
The game how many white people work at Tim Hortons, bud it's now called Singh Hortons, the invasion started at Tim Hortons first. Is it just me or does anyone else also want to tear …
The game how many white people work at Tim Hortons, bud it's now called Singh Hortons, the invasion started at Tim Hortons first. Is it just me or does anyone else also want to tear down that statue
Identity Attack0.31307843
Insult0.070799805
Profanity0.07967158
Threat0.067232
Severe Toxicity0.013414118
Low Tox 0.28857216 Moderate Con 0.444 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
As someone who lives in Canada I can confirm at Tim Hortons there are hardly any white employees matter of fact I can even get a job.🤦‍♂️
As someone who lives in Canada I can confirm at Tim Hortons there are hardly any white employees matter of fact I can even get a job.🤦‍♂️
Identity Attack0.36702603
Insult0.081261896
Profanity0.027410502
Threat0.007547205
Severe Toxicity0.007896423
Low Tox 0.28674445 Moderate Con 0.499 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I just arrived in Vancouver airport and this pops up and I’m like yeah where are all the white people😭 (It’s barely any btw)
I just arrived in Vancouver airport and this pops up and I’m like yeah where are all the white people😭 (It’s barely any btw)
Identity Attack0.36702603
Insult0.071750276
Profanity0.089370176
Threat0.015429466
Severe Toxicity0.012435913
Low Tox 0.28674445 Moderate Con 0.374
Jan 27, 2026 Inside Canada's Indian Invasion...
This is a Big Problem. But the problem was created by short sighted Canadian propaganda. They duped millions of vulnerable young people with false promises! People in Punjab were told by visiting, white Canadian politicians …
This is a Big Problem. But the problem was created by short sighted Canadian propaganda. They duped millions of vulnerable young people with false promises! People in Punjab were told by visiting, white Canadian politicians like Trudeau (who literally dressed up and danced all around India) that they are welcome in Canada and should sell whatever little they had in India and come here. They were poor and gullible and fell for it, and here we are! Canadian Government is FAR FAR stronger than any to-be immigrant group. Indian government pleaded with Canada to watch what kind of characters they were importing (google it)! And guess what Canada still voted for the Liberals! So who should shoulder the bulk of the blame?
Identity Attack0.2764353
Insult0.23704576
Profanity0.03715288
Threat0.009696201
Severe Toxicity0.009765625
Low Tox 0.28674445 Constructive 0.514
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Remember the British stole $44 Trillion from Indians during colonial era. India controlled over a quarter of the world trade before they arrived. India was a bigger economy than US adjusting for inflation. The Industrial …
Remember the British stole $44 Trillion from Indians during colonial era. India controlled over a quarter of the world trade before they arrived. India was a bigger economy than US adjusting for inflation. The Industrial revolution was built on back of Indian slaves paying 70 percent taxes to the crown. Canada, UK and Australia were built on this stolen money. They stole money from the Indians and they stole land from the indigenous. This video shows nothing but prejudice. People only have a problem with brown immigrants. I remember 35,000 European immigrants arrived in the city in 2021 even before the Ukraine war and no one cared. Brampton has 27% Indian people so they're clearly not a majority but they are a majorly targeted group because of this prejudice. I don't have the Canadian numbers but in the US 6% of tax comes from Indians and they're 1% of the population. You don't have to trust me you can look it up. The motives of this look racist because when you try hiring white folks the retention rate is extremely low, these past 6 months I have seen 8 employees in managerial positions who quit less than 2 weeks and it's impossible to retain them no matter what salary you offer and then when you go hire an Indian they just don't quit and work harder. But again that's an anecdote, that doesn't mean white folks don't work hard. Everyone has different experiences so stop, putting half baked stuff out on the internet and stop embarrassing yourself. You got a problem, go back to your country. Why don't you go back to jolly old England and serve the queen.
Identity Attack0.27510223
Insult0.21135417
Profanity0.028776871
Threat0.011146127
Severe Toxicity0.008888245
Low Tox 0.28674445 Constructive 0.657
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
White Christians have faced the largest psyop in human history - give up the church, our faith, our communities, our culture, our race, our families. It was drilled into us that nothing was worth saving.
White Christians have faced the largest psyop in human history - give up the church, our faith, our communities, our culture, our race, our families. It was drilled into us that nothing was worth saving.
Identity Attack0.33352965
Insult0.082866095
Profanity0.04667213
Threat0.0113014765
Severe Toxicity0.008773804
Low Tox 0.2855005 Low Con 0.257 Identity_Assertion
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They're not Indians anymore... They're legally Canadians. They are also a part of Canada's prosperity. You're not okay with the whites being in the homeless shelters, but if it were those immigrants who have to …
They're not Indians anymore... They're legally Canadians. They are also a part of Canada's prosperity. You're not okay with the whites being in the homeless shelters, but if it were those immigrants who have to work hard after getting there to build their own life, if they went through a series of misfortune and ended up in the homeless shelters, you wouldn't ever care.
Identity Attack0.36803186
Insult0.089778624
Profanity0.03765389
Threat0.008789998
Severe Toxicity0.008773804
Low Tox 0.2855005 Constructive 0.584
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
saaaaaaaaaaaar look at me . i am white now
saaaaaaaaaaaar look at me . i am white now
Identity Attack0.2854555
Insult0.059061307
Profanity0.14490221
Threat0.01508414
Severe Toxicity0.013478675
Low Tox 0.2855005 Moderate Con 0.314 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
The native Indian story doesn't help your cause if you Indians from India are doing the same thing as white people did. You're not advocating for indigenous people either.
The native Indian story doesn't help your cause if you Indians from India are doing the same thing as white people did. You're not advocating for indigenous people either.
Identity Attack0.37292135
Insult0.082619295
Profanity0.030639706
Threat0.0076766624
Severe Toxicity0.008087158
Low Tox 0.2855005 Moderate Con 0.391 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
For you to know there are many white people & families coming & living in India nowadays. This video is aimed at degrading a community openly. Managing Immigration is a government responsibility.
For you to know there are many white people & families coming & living in India nowadays. This video is aimed at degrading a community openly. Managing Immigration is a government responsibility.
Identity Attack0.34324843
Insult0.06953252
Profanity0.04792466
Threat0.016292779
Severe Toxicity0.011062622
Low Tox 0.2854971 Constructive 0.521 Comparative_Framing
Feb 12, 2026 3 likes Inside Canada's Indian Invasion...
The [white] interviewer went inside the hindu and sikh temple with an intention to generate more hate towards those communities among white fellas but instead received so much of love and warmth there. Change your …
The [white] interviewer went inside the hindu and sikh temple with an intention to generate more hate towards those communities among white fellas but instead received so much of love and warmth there. Change your thinking and you will start seeing the kindness and beauty of world outside of your imagination.
Identity Attack0.36598656
Insult0.076502606
Profanity0.07740857
Threat0.011612174
Severe Toxicity0.009536743
Low Tox 0.2854971 Constructive 0.566
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
I've watched maybe 5 of his videos and most everything Tyler does is in bad faith in my view. He makes a minimum effort to present himself as an impartial journalist just asking questions, but …
I've watched maybe 5 of his videos and most everything Tyler does is in bad faith in my view. He makes a minimum effort to present himself as an impartial journalist just asking questions, but clearly wants to tell predefined stories that smear immigrants and minorities, painting them as an existential threat white Americans and American values. That's what sells, that's the grift.
Identity Attack0.28034934
Insult0.13969865
Profanity0.032643758
Threat0.017846745
Severe Toxicity0.0077056885
Low Tox 0.2854937 Constructive 0.605 Meta_Commentary
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
Check out Kipling and Dixon next, the Somali community there…….The White Buildings
Check out Kipling and Dixon next, the Somali community there…….The White Buildings
Identity Attack0.35948995
Insult0.071116626
Profanity0.030138692
Threat0.015947454
Severe Toxicity0.00957489
Low Tox 0.2854937 Moderate Con 0.439 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
In Cambridge Ontario there is hardly a white Canadian left . Congrats !
In Cambridge Ontario there is hardly a white Canadian left . Congrats !
Identity Attack0.35624164
Insult0.0817555
Profanity0.02167175
Threat0.008738215
Severe Toxicity0.008964539
Low Tox 0.2854937 Moderate Con 0.354
Jun 19, 2025 46 likes How Canada broke its immigration …
Man, there are some gorgeous Indian chicks out there. Regarding the Doug Ford portion of the video, the guy who broke into an apartment in Lindsay was white.
Man, there are some gorgeous Indian chicks out there. Regarding the Doug Ford portion of the video, the guy who broke into an apartment in Lindsay was white.
Identity Attack0.33675182
Insult0.07016616
Profanity0.08064143
Threat0.018019408
Severe Toxicity0.011444092
Low Tox 0.2854903 Constructive 0.573 Meta_Commentary
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
invasion ? Was the mass migration of white Europeans to Canada an "invasion" too ?
invasion ? Was the mass migration of white Europeans to Canada an "invasion" too ?
Identity Attack0.35624164
Insult0.07301756
Profanity0.024131214
Threat0.008336896
Severe Toxicity0.008735657
Low Tox 0.2854903 Low Con 0.233 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Most white Canadians defend this being done to the country. The small minority have a loud voice and oppose this but nothing will ever happen, even the Conservative Party is full of jeets
Most white Canadians defend this being done to the country. The small minority have a loud voice and oppose this but nothing will ever happen, even the Conservative Party is full of jeets
Identity Attack0.2877625
Insult0.15414265
Profanity0.048425674
Threat0.009100696
Severe Toxicity0.007247925
Low Tox 0.2854903 Low Con 0.295 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
What a cohencidence! It's happening to white countries all around the world simultaneously, against the will of the native people. WHAT A COHENCIDENCE.
What a cohencidence! It's happening to white countries all around the world simultaneously, against the will of the native people. WHAT A COHENCIDENCE.
Identity Attack0.28883415
Insult0.070799805
Profanity0.027820412
Threat0.009230154
Severe Toxicity0.009346008
Low Tox 0.2854869 Low Con 0.266 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
200-300 years ago: Britishers entered Canadian Land Which was inhabited by Native Indeginous Tribes and civilizations Britishers destroyed and genocided Native civilizations, culture and their language Populated USA and Canada with their own white people …
200-300 years ago: Britishers entered Canadian Land Which was inhabited by Native Indeginous Tribes and civilizations Britishers destroyed and genocided Native civilizations, culture and their language Populated USA and Canada with their own white people Converted American and Canadian lands into English lands Both nations were established as immigrant countries Whites took over natives 40-50years ago: Indians entered Canadian and American white Land. Which was inhabited by White british and jewish people. Now are Populating USA and Canada with their own south asian people Converted American and Canadian white lands into South Asian Indian lands Both nations were established as immigrant countries Brown took over whites Whites: Day without hypocrisy is day wasted😂😂
Identity Attack0.36733335
Insult0.123407245
Profanity0.0715894
Threat0.04524883
Severe Toxicity0.014317908
Low Tox 0.2854869 Moderate Con 0.307
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I have some family in Mississauga. They are the only white people on their street after living there for nearly their whole lives. Trudeau didn't and Carney won't apprehend illegal migrants, and this is the …
I have some family in Mississauga. They are the only white people on their street after living there for nearly their whole lives. Trudeau didn't and Carney won't apprehend illegal migrants, and this is the result; everything that I grew up with is gone.
Identity Attack0.36598656
Insult0.083112895
Profanity0.021056883
Threat0.008311004
Severe Toxicity0.007247925
Low Tox 0.2854869 Constructive 0.68 Personal_Narrative
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
The guy with an accent is complaining. People complaining and saying multicultural city aka white majority.
The guy with an accent is complaining. People complaining and saying multicultural city aka white majority.
Identity Attack0.31307843
Insult0.08434689
Profanity0.037403382
Threat0.008311004
Severe Toxicity0.008392334
Low Tox 0.2854835 Moderate Con 0.305 Identity_Assertion
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)

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.