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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: "To all whites : all …" 1,674 comments · Page 48 of 67
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) …
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) is to destroy our race & culture. Swamping your country with foreigners from a different culture and race goes against every internal instinct a normal person would have to protect their family, race or tribe to survive in its identifiable form. Japanese people live in Japan, Chinese people in China, Germans in Germany; this is how the world should be. Otherwise, with untapped migration, no country will be identifiable by its roots or culture, which is the real tragedy, because what makes countries in the world different is what makes the world such an interesting and unique place.
Identity Attack0.41975367
Insult0.18480228
Profanity0.104876526
Threat0.0347677
Severe Toxicity0.021548226
Moderate 0.34757367 Constructive 0.647
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
imagine if white people flooded into India by the millions and then bought out the local temples to turn them into Christian Churches,,,,,
imagine if white people flooded into India by the millions and then bought out the local temples to turn them into Christian Churches,,,,,
Identity Attack0.41975367
Insult0.08459369
Profanity0.07191269
Threat0.021300001
Severe Toxicity0.015221698
Moderate 0.34757367 Low Con 0.166
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Lots of racists that seemingly.only have issues with people who are obviously immigrants vs white European immigrants. I'm white and work with brown people everyday. They're nice, hard working people. Many are willing to do …
Lots of racists that seemingly.only have issues with people who are obviously immigrants vs white European immigrants. I'm white and work with brown people everyday. They're nice, hard working people. Many are willing to do jobs that people born here are unwilling to. They want the Canadian dream. And the people that own the homes and housing should appreciate how they have bid up the value of their homes rather than bash them.
Identity Attack0.3908055
Insult0.22770336
Profanity0.03189224
Threat0.010058682
Severe Toxicity0.0104522705
Moderate 0.34757367 Constructive 0.771
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Why is their god statue a white guy 😂
Why is their god statue a white guy 😂
Identity Attack0.38318536
Insult0.1087965
Profanity0.10178173
Threat0.010447056
Severe Toxicity0.016254602
Moderate 0.34328604 Low Con 0.24 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Well whites were not the original settlers of what is now canada. Indians won't be the last too
Well whites were not the original settlers of what is now canada. Indians won't be the last too
Identity Attack0.43896464
Insult0.13607834
Profanity0.06195303
Threat0.011612174
Severe Toxicity0.01483436
Moderate 0.34328604 Low Con 0.258
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Yes the main story is white people are poor because of immigration not the devaluation of the currency thats fake news
Yes the main story is white people are poor because of immigration not the devaluation of the currency thats fake news
Identity Attack0.3825363
Insult0.16195811
Profanity0.07047026
Threat0.008052089
Severe Toxicity0.0118255615
Moderate 0.34328604 Low Con 0.259 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
These comments have failed to address the most important issues No immigrants, no Canada White individuals are not having children and that is the biggest problem.
These comments have failed to address the most important issues No immigrants, no Canada White individuals are not having children and that is the biggest problem.
Identity Attack0.42615733
Insult0.1505596
Profanity0.022901481
Threat0.008181547
Severe Toxicity0.01159668
Moderate 0.34328604 Moderate Con 0.375 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Secondly 😂 just as the Indian population are foreigners to the land so are you white Europeans 🤷‍♂️
Secondly 😂 just as the Indian population are foreigners to the land so are you white Europeans 🤷‍♂️
Identity Attack0.39207554
Insult0.15698463
Profanity0.10054382
Threat0.009411395
Severe Toxicity0.017674843
Moderate 0.34328604 Low Con 0.184 Humor_Satire
Feb 27, 2026 Inside Canada's Indian Invasion...
So what happened to the native people they arent white what a joke
So what happened to the native people they arent white what a joke
Identity Attack0.3817989
Insult0.11797678
Profanity0.09389619
Threat0.010291707
Severe Toxicity0.015544481
Moderate 0.34328604 Low Con 0.241
Jan 27, 2026 Inside Canada's Indian Invasion...
i once made a comment on a Facebook video about not seeing canadian culture in canada anymore , then over 100 muslim and indian people jumped in accusing me of "white wanabe" ,"betrayal to my …
i once made a comment on a Facebook video about not seeing canadian culture in canada anymore , then over 100 muslim and indian people jumped in accusing me of "white wanabe" ,"betrayal to my ancestors ", then they reported my fb to the point fb had to deactivate my account for good
Identity Attack0.44690517
Insult0.16766082
Profanity0.07320584
Threat0.012440704
Severe Toxicity0.015415368
Moderate 0.34328604 Moderate Con 0.499
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
As an Indian.. love the white guy on the bike... he does informed racism. But notice how many Indians are self critical. Make learning proper English mandatory. The whole assimilation problem will be solved.
As an Indian.. love the white guy on the bike... he does informed racism. But notice how many Indians are self critical. Make learning proper English mandatory. The whole assimilation problem will be solved.
Identity Attack0.39773783
Insult0.16337912
Profanity0.080318145
Threat0.0287245
Severe Toxicity0.017222947
Moderate 0.34328604 Constructive 0.659
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The white guy riding a bike in the winter is judging lol
The white guy riding a bike in the winter is judging lol
Identity Attack0.37655997
Insult0.1662211
Profanity0.10023434
Threat0.011379151
Severe Toxicity0.01502803
Moderate 0.3389984 Low Con 0.231 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s all on the white man not wanting to take care of the women and children. This is the outcome of not wanting kids and calling your women gold digger when they ask for support …
It’s all on the white man not wanting to take care of the women and children. This is the outcome of not wanting kids and calling your women gold digger when they ask for support for their children. Look at these men, hate them or not. They are family members and looking after their families.
Identity Attack0.38238457
Insult0.16795322
Profanity0.075468846
Threat0.009955117
Severe Toxicity0.013155893
Moderate 0.3389984 Moderate Con 0.398
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s really surprising that the Indians were talking about how everyone is allowed in temples or we help everyone no matter the skin colour, while the white people complained about how all Indians are bad. …
It’s really surprising that the Indians were talking about how everyone is allowed in temples or we help everyone no matter the skin colour, while the white people complained about how all Indians are bad. Really goes to show that they have generalised the whole population and don’t want to assimilate themselves.
Identity Attack0.40447855
Insult0.16897665
Profanity0.09583591
Threat0.0101363575
Severe Toxicity0.013349563
Moderate 0.3389984 Constructive 0.528 Identity_Assertion
Dec 7, 2025 Inside Canada's Indian Metropolis (Brampton)
You went to Sing Horton's expecting to find a white person employed there? Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha …
You went to Sing Horton's expecting to find a white person employed there? Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha Ha ha ha ha ha!
Identity Attack0.37655997
Insult0.107333586
Profanity0.035900343
Threat0.010188141
Severe Toxicity0.013091337
Moderate 0.3389984 Moderate Con 0.301 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
"if you have white color I have brown color there's no difference" The difference is night and day, you said it yourself, white and brown; they are not the same. "same blood' Incorrect. "same eyes" …
"if you have white color I have brown color there's no difference" The difference is night and day, you said it yourself, white and brown; they are not the same. "same blood' Incorrect. "same eyes" Wrong again. "everything is same" We have more that is different than we have that is the same. The only similarities between us is that we are bipedal apes of earth.
Identity Attack0.3780483
Insult0.24903896
Profanity0.10116278
Threat0.010110466
Severe Toxicity0.016060932
Moderate 0.3389984 Constructive 0.64 Identity_Assertion
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
BASED old white guy with the bike haha
BASED old white guy with the bike haha
Identity Attack0.37082586
Insult0.16846494
Profanity0.1110661
Threat0.013010317
Severe Toxicity0.017158391
Moderate 0.3389984 Low Con 0.275
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada sells citizenship like groceries To the lady saying I’m Canadian no you’re not Every single Indian stick to their own racial group Black people stick together with their own racial group Whites also stick …
Canada sells citizenship like groceries To the lady saying I’m Canadian no you’re not Every single Indian stick to their own racial group Black people stick together with their own racial group Whites also stick together with their fellow whites So there’s no nationalism in this country Even though you have Canadian citizenship you will only help someone who has same skin colour like you Indian business will only hire Indians , Indian homeowners will only rent out their own Indian people Indians even force other foreigners to speak their language Hindi or punjabi if they want to live with them India itself is very racist country , few years ago group of Nigerians were arrested and handcuffed like criminals they treat black people like criminals
Identity Attack0.3895355
Insult0.23237456
Profanity0.039407436
Threat0.009566744
Severe Toxicity0.014640691
Moderate 0.3389984 Constructive 0.607 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
They have one billion people even worse thier not going to come here and not work so it think it's okay they work they should actual work housing construction and give white people welfare if …
They have one billion people even worse thier not going to come here and not work so it think it's okay they work they should actual work housing construction and give white people welfare if they have that many people.
Identity Attack0.3817989
Insult0.16195811
Profanity0.0838743
Threat0.01254427
Severe Toxicity0.015802706
Moderate 0.3389984 Moderate Con 0.34 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Whole America doesn't belong it a white man. It belongs to all immigrants.
Whole America doesn't belong it a white man. It belongs to all immigrants.
Identity Attack0.41975367
Insult0.09855611
Profanity0.06495911
Threat0.008789998
Severe Toxicity0.0126394415
Moderate 0.3389984 Moderate Con 0.346
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The indigenous people of Canada are from India and Oriental then the white Europeans came made it white now the Indians are making it brown again make Canada brown again
The indigenous people of Canada are from India and Oriental then the white Europeans came made it white now the Indians are making it brown again make Canada brown again
Identity Attack0.44690517
Insult0.13969865
Profanity0.032643758
Threat0.008712323
Severe Toxicity0.015673593
Moderate 0.3389984 Low Con 0.171
Jan 27, 2026 Inside Canada's Indian Invasion...
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting …
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting turned down when I hand out resumes, because I'm white and I was born in Canada its bad they're taking all the student jobs and then buying the businesses where students are working and then firing the students i'm no longer in school, so it's even harder to find a job. It's gotten to the point where if you want a job you need to work for yourself. They're even taking jobs in the trades so now people are having to work for themselves under-the-table and launder their money the average median income in Canada is anywhere from $45000 to $50000 a year the average house costs $673,335 the average household only makes $80000 a year i used to dream about having my own home and starting a family now I just hope I can find an apartment for less than $2000 a month that isn't owned by a slum Lord living in Toronto that's bought the property without ever even being to Smiths Falls a day in their life.
Identity Attack0.39461556
Insult0.23704576
Profanity0.098067984
Threat0.030278467
Severe Toxicity0.016190045
Moderate 0.3389984 Constructive 0.675 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I'm so glad you did this video. Racist will be the first response. Yet, as Canadians we know that our Race is the minority and young white people refuse to work. It is also very …
I'm so glad you did this video. Racist will be the first response. Yet, as Canadians we know that our Race is the minority and young white people refuse to work. It is also very hard when every single store; walmart; Fast food is all India. Other races will not be hired, so all we see are India taking over every taxi and every single job. They can tolerate having all their family live in one house, as they buy multiple homes. These homes are left empty, until enough house are bought to take over a lane or an entire neighbourhood. They are not hostile; extremely friendly, yet not as concerned about wearing hair net or beard net or gloves when preparing food. (We are told most are friendly but to be mindful of those that wear their head wrap. (Timmins Ontario has been taken over) ... According to 2021 Census data from Statistics Canada, there were approximately 765 people of South Asian descent living in the Timmins census agglomeration. Recent estimates and community reports suggest this number has continued to grow through 2026, primarily driven by international students and economic immigration. Population Estimates and Demographics Indian Immigrants: As of the 2021 Census, 115 residents in Timmins were specifically listed as having India as their place of birth, a significant increase from 55 in 2016. South Asian Population: The broader "South Asian" visible minority group—which predominantly includes people of Indian heritage—numbered 765 in 2021, representing 1.9% of the total population. This was a sharp rise from only 165 people in 2016. International Students: A significant portion of the Indian community consists of students at Northern College. Reports indicate that since 2017, the college has enrolled nearly 2,000 international students, with approximately 96% originating from India. Recent Growth Trends (2022–2026) While the official 2026 Census data is not yet available, current local indicators point to a sustained increase in the Indian community: Rebounding Population: Mayor Michelle Boileau noted in 2024 that Timmins' population has reached its highest levels in over a decade due to immigration and industry opportunities. Newcomers: Since 2021, over 700 newcomers have arrived in Timmins through programs like the Rural and Northern Immigration Pilot (RNIP). Cultural Infrastructure: The growth of the community led to the establishment of the city's first Sikh temple to serve the expanding Sikh and Indian resident base. Note that "North American Indian" refers specifically to Indigenous First Nations people, of which there were approximately 2,640 in Timmins as of 2021. This is distinct from the population of people with origins in the country of India.
Identity Attack0.3817989
Insult0.19967617
Profanity0.048425674
Threat0.013321015
Severe Toxicity0.014705247
Moderate 0.3389984 Constructive 0.844
Jan 27, 2026 Inside Canada's Indian Invasion...
About what I'd expect from a Far Right Wing Newspaper like the National Post. Create a problem where no problem exists and blame it on non-White Immigrants. Right out of the Trump playbook.
About what I'd expect from a Far Right Wing Newspaper like the National Post. Create a problem where no problem exists and blame it on non-White Immigrants. Right out of the Trump playbook.
Identity Attack0.38318536
Insult0.16773392
Profanity0.021740068
Threat0.009722093
Severe Toxicity0.008735657
Moderate 0.3389984 Moderate Con 0.317
Jun 22, 2025 How Canada broke its immigration …
A woman just informed me when she had to find a house to rent she was turned down for 40 places because she was white. Apparently they are only renting to immigrants now.
A woman just informed me when she had to find a house to rent she was turned down for 40 places because she was white. Apparently they are only renting to immigrants now.
Identity Attack0.4139151
Insult0.110259406
Profanity0.043415543
Threat0.008129764
Severe Toxicity0.011062622
Moderate 0.3389984 Constructive 0.593
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.