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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

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

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Active: "So when all the white …" 1,674 comments · Page 48 of 67
White culture is IDGAF about you, unless you make me GAF about you. Then thats your problem cuz I dont fight fair. Leave me alone, I leave you alone. Simple.
White culture is IDGAF about you, unless you make me GAF about you. Then thats your problem cuz I dont fight fair. Leave me alone, I leave you alone. Simple.
Identity Attack0.36733335
Insult0.16480011
Profanity0.18663849
Threat0.013217449
Severe Toxicity0.01754573
Moderate 0.34757367 Moderate Con 0.335
Aug 25, 2025 Why Canadians Are Turning Against …
Google, YouTube, Microsoft, Adobe, and IBM are all led by Indian-born CEOs. If white North Americans have such a problem with Indian immigrants, why are they still using Google and YouTube every single day?
Google, YouTube, Microsoft, Adobe, and IBM are all led by Indian-born CEOs. If white North Americans have such a problem with Indian immigrants, why are they still using Google and YouTube every single day?
Identity Attack0.44690517
Insult0.15343215
Profanity0.057944927
Threat0.009100696
Severe Toxicity0.012283325
Moderate 0.34757367 Low Con 0.276 Economic_Argument
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
the biggest problem i have with india is their hiring practices. you can just tell whether a place has a indian manager. for example, my local subway has all indian people in their mid 20s-30s, …
the biggest problem i have with india is their hiring practices. you can just tell whether a place has a indian manager. for example, my local subway has all indian people in their mid 20s-30s, except for one old white lady who has been working there since forever. The problem is they only hire indian people. And those indian people always get my order wrong one way or another.
Identity Attack0.44690517
Insult0.15627414
Profanity0.0741757
Threat0.009644418
Severe Toxicity0.013155893
Moderate 0.34757367 Constructive 0.542 Identity_Assertion
Jan 27, 2026 1 likes 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 …
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...
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)
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...
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 …
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...
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...
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...
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...
Don't blame the people coming in, blame the system in place and the white liberals that are getting them in.
Don't blame the people coming in, blame the system in place and the white liberals that are getting them in.
Identity Attack0.39334553
Insult0.16266862
Profanity0.036651865
Threat0.010680079
Severe Toxicity0.009613037
Moderate 0.3389984 Moderate Con 0.301 Policy_Critique
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
All white people at the food shelters
All white people at the food shelters
Identity Attack0.38246045
Insult0.09416737
Profanity0.08322773
Threat0.015602129
Severe Toxicity0.018449519
Moderate 0.3389984 Moderate Con 0.361 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all …
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all big white countries they just wanna turn people against because there’s a growth in their people
Identity Attack0.3817989
Insult0.083359696
Profanity0.12220735
Threat0.019573374
Severe Toxicity0.019095084
Moderate 0.3389984 Moderate Con 0.358 Unverified_Claim
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 …
Indians in n India openly talk about owner ngvCabada and getting rid of the ( GORAs) white people they say you will clean thier toilets soon , thier plans for you are domestic servants
Indians in n India openly talk about owner ngvCabada and getting rid of the ( GORAs) white people they say you will clean thier toilets soon , thier plans for you are domestic servants
Identity Attack0.3817989
Insult0.26957804
Profanity0.16450337
Threat0.079364374
Severe Toxicity0.023076924
Moderate 0.3389984 Moderate Con 0.348
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I would love to see videos of how europeans are invading the global south. My home country Kenya, so many Europeans and Americans moving there. They are also moving to Uganda, Rwanda, Tanzania, Cape town …
I would love to see videos of how europeans are invading the global south. My home country Kenya, so many Europeans and Americans moving there. They are also moving to Uganda, Rwanda, Tanzania, Cape town in large numbers. We haven't even talked about Vietnam, Thailand etc. I want to see these videos. How they are destabilising our prices. How cost of living is going up because all these white people are moving to our countries. Cheap healthcare, cheap and affordable cost of living, great cultures, amazing food, great parties, great beaches, amazing wildlife etc. I go to clubs in Kenya where the majority is white people. Working remote jobs, getting paid is dollars and euros and enjoying life in the global south countries. Make that video.
Identity Attack0.3908055
Insult0.16337912
Profanity0.15195307
Threat0.05721026
Severe Toxicity0.023076924
Moderate 0.3389984 Constructive 0.747 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Identity Attack0.40447855
Insult0.12883772
Profanity0.027137227
Threat0.0084793
Severe Toxicity0.011672974
Moderate 0.3389984 Constructive 0.564 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
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)
“Let’s play a game called how many white people work at this tim hortons” 😂 I’m dead bro. Couldn’t be more real.
“Let’s play a game called how many white people work at this tim hortons” 😂 I’m dead bro. Couldn’t be more real.
Identity Attack0.37655997
Insult0.08831572
Profanity0.11354194
Threat0.11002964
Severe Toxicity0.020515325
Moderate 0.3389984 Moderate Con 0.382 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
guy with the bike will remain white and poor. some of us have 2 degrees and masters thanks
guy with the bike will remain white and poor. some of us have 2 degrees and masters thanks
Identity Attack0.37222284
Insult0.17361937
Profanity0.07449899
Threat0.01940071
Severe Toxicity0.015157142
Moderate 0.3389984 Moderate Con 0.343 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
it's funny how older immigrants that feel something is taken away from them by new immigrants. the same way whites feel about none white immigrants
it's funny how older immigrants that feel something is taken away from them by new immigrants. the same way whites feel about none white immigrants
Identity Attack0.41222036
Insult0.123407245
Profanity0.07740857
Threat0.009877442
Severe Toxicity0.012054443
Moderate 0.3389984 Moderate Con 0.444 Moral_Argument
Oct 11, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
(White) Canadians should probably get better educated than sitting here commenting.
(White) Canadians should probably get better educated than sitting here commenting.
Identity Attack0.3817989
Insult0.16480011
Profanity0.02385794
Threat0.007534259
Severe Toxicity0.010375977
Moderate 0.3389984 Low Con 0.147 Identity_Assertion
Oct 11, 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.