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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: "I am an immigrant " 3,653 comments · Page 49 of 147
If you commit crime or bogus claim...should be deported and ne er allowed back or able to immigrant ever again...including their closest relatives
If you commit crime or bogus claim...should be deported and ne er allowed back or able to immigrant ever again...including their closest relatives
Identity Attack0.36702603
Insult0.14331897
Profanity0.043916557
Threat0.13363713
Severe Toxicity0.015931819
Moderate 0.3389984 Low Con 0.247 Policy_Critique
Feb 24, 2026 'We do know that there's …
Illegal Migrants Crying About Immigration
Illegal Migrants Crying About Immigration
Identity Attack0.3817989
Insult0.16839184
Profanity0.10240069
Threat0.012181788
Severe Toxicity0.014253352
Moderate 0.3389984 Low Con 0.183 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
6:33 the typical mindset of indians today and yesterday. The immigrant who migrated 50 years back they also had the same mindset. STOP COMPLAINING
6:33 the typical mindset of indians today and yesterday. The immigrant who migrated 50 years back they also had the same mindset. STOP COMPLAINING
Identity Attack0.37730414
Insult0.17610447
Profanity0.03464781
Threat0.007417747
Severe Toxicity0.0127685545
Moderate 0.3389984 Moderate Con 0.341 Identity_Assertion
Sep 26, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
The reality is that there are so many Canadian citizens who have been suffering in silence to survive in Canada without any help or support from the Canadian government... The irresponsible Liberal government has allowed …
The reality is that there are so many Canadian citizens who have been suffering in silence to survive in Canada without any help or support from the Canadian government... The irresponsible Liberal government has allowed a massive influx of fraudulent immigrants, fake international students, illegal visitors, and criminals to devastate our peaceful nation and ruin its middle-class citizens' lives without any control... There is no doubt that the Liberals' reckless immigration policy and the broken immigration system have destroyed our peaceful, prosperous, decent, and happy nation since 2015...
Identity Attack0.28883415
Insult0.3406697
Profanity0.021125201
Threat0.010964886
Severe Toxicity0.01159668
Moderate 0.3389984 Constructive 0.51
Jun 26, 2025 1 likes How Canada broke its immigration …
Immigrants complaining about immigrants. What a world.
Immigrants complaining about immigrants. What a world.
Identity Attack0.38230872
Insult0.16824563
Profanity0.027547138
Threat0.008181547
Severe Toxicity0.010147095
Moderate 0.3389984 Low Con 0.241
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
westerners after invading half of the world now complaining about immigration. cry about it lmfao
westerners after invading half of the world now complaining about immigration. cry about it lmfao
Identity Attack0.2823795
Insult0.16195811
Profanity0.15724123
Threat0.021645326
Severe Toxicity0.01825585
Moderate 0.3389984 Low Con 0.127
Jan 27, 2026 Inside Canada's Indian Invasion...
Grew up in Brampton, horrible what has happened to this country. Canada is over the third world has taken over. Grandparents came here worked hard the Canadian way, if they saw what happened to this …
Grew up in Brampton, horrible what has happened to this country. Canada is over the third world has taken over. Grandparents came here worked hard the Canadian way, if they saw what happened to this country it would be a disgrace. Canadians are tired and are feeling the impact on mass immigration. Government has failed us miserably.
Identity Attack0.20878418
Insult0.29383746
Profanity0.06295506
Threat0.0084793
Severe Toxicity0.009231567
Moderate 0.3389984 Constructive 0.561 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
We need to have armed immigration officers rounding these people up who have overstayed! STOP THE MADNESS!
We need to have armed immigration officers rounding these people up who have overstayed! STOP THE MADNESS!
Identity Attack0.23239216
Insult0.15343215
Profanity0.04516909
Threat0.3490162
Severe Toxicity0.021290002
Moderate 0.3389984 Low Con 0.253
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is …
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is majority of immigrants coming here from just India and Muslim countries for years now, its changing our once wonderful, beautiful country because their cultures are vastly different and they don't assimilate into ours. There's an underlining issue that is becoming more and more an issue with real Canadians and something will give soon......
Identity Attack0.41222036
Insult0.22303216
Profanity0.043916557
Threat0.008026198
Severe Toxicity0.015609037
Moderate 0.3389984 Constructive 0.621 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Any i immigrant criminal convicted of a crime needs to be deported . With a permanent ban to return to Canada
Any i immigrant criminal convicted of a crime needs to be deported . With a permanent ban to return to Canada
Identity Attack0.37082586
Insult0.21135417
Profanity0.022423252
Threat0.046218675
Severe Toxicity0.0125103295
Moderate 0.3389984 Low Con 0.204 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Indigenous watching red necks complaing "1/4 are immigrants": 👁👄👁
Indigenous watching red necks complaing "1/4 are immigrants": 👁👄👁
Identity Attack0.37879246
Insult0.22770336
Profanity0.09001675
Threat0.009566744
Severe Toxicity0.015802706
Moderate 0.3389984 Low Con 0.221 Humor_Satire
Oct 21, 2025 Inside Canada's Indian Metropolis (Brampton)
as an arab muslim from saudi im ngl indians are not the worst type of immigrants, they work and dont bother ofhers much. europe on the other hand is getting worse and worse i went …
as an arab muslim from saudi im ngl indians are not the worst type of immigrants, they work and dont bother ofhers much. europe on the other hand is getting worse and worse i went to italy for tourism and i saw italian women get harrassed by arab north africans. its so sad they live in fear in their own countries. a strange thing
Identity Attack0.4054415
Insult0.1640896
Profanity0.14313951
Threat0.025961896
Severe Toxicity0.018126737
Moderate 0.3389984 Constructive 0.688 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
They don’t have an issue with immigration. They have inissue with Islam.
They don’t have an issue with immigration. They have inissue with Islam.
Identity Attack0.4453683
Insult0.0817555
Profanity0.06495911
Threat0.008556974
Severe Toxicity0.0127685545
Moderate 0.3389984 Low Con 0.281 Identity_Assertion
Sep 9, 2025 Why Canadians Are Turning Against …
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for …
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for through taxes. Its truly frightening.😔
Identity Attack0.40883094
Insult0.17361937
Profanity0.023789622
Threat0.00780612
Severe Toxicity0.0125103295
Moderate 0.3389984 Constructive 0.524 Fear_Threat
Feb 18, 2026 2 likes Inside Canada's Indian Invasion...
Send all the immigrants home, our teens in Canada can’t get jobs like @ a Tim Hortons, Wendy’s because the immigrants all have the jobs, time to go home
Send all the immigrants home, our teens in Canada can’t get jobs like @ a Tim Hortons, Wendy’s because the immigrants all have the jobs, time to go home
Identity Attack0.3817989
Insult0.15911613
Profanity0.019622196
Threat0.014911477
Severe Toxicity0.013155893
Moderate 0.3389984 Moderate Con 0.32 Economic_Argument
Aug 25, 2025 256 likes Why Canadians Are Turning Against …
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 …
Native Canadians 😂🤣😂🤣 Only a British immigrant would say that 💯
Native Canadians 😂🤣😂🤣 Only a British immigrant would say that 💯
Identity Attack0.39461556
Insult0.1505596
Profanity0.039657943
Threat0.007340072
Severe Toxicity0.013543231
Moderate 0.3389984 Low Con 0.178 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Instead of crying, elect a anti immigrant government asap
Instead of crying, elect a anti immigrant government asap
Identity Attack0.36702603
Insult0.24835461
Profanity0.027000591
Threat0.011482717
Severe Toxicity0.010299683
Moderate 0.3389984 Low Con 0.211
Aug 30, 2025 2 likes Why Canadians Are Turning Against …
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)
I was unemployed for a short period of time at Maple Lodge Farm and another packing company and all workers were Indians and they were rude people. These companies should be raided by the police …
I was unemployed for a short period of time at Maple Lodge Farm and another packing company and all workers were Indians and they were rude people. These companies should be raided by the police and they will catch a lot of students hiding there. The immigration should open a site where citizens or legal residents can report these people. That would make it eadier for Canada to track the illegals. But the important thing is stop the incoming students and the refugees.
Identity Attack0.3819294
Insult0.24928534
Profanity0.028503597
Threat0.025443908
Severe Toxicity0.01483436
Moderate 0.3389984 Constructive 0.66 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
The government pays the expenses for these immigration peoples. They should look after their own first. The immigrants are taking over, not speaking English or assimilating. We were here first! You dont want to become …
The government pays the expenses for these immigration peoples. They should look after their own first. The immigrants are taking over, not speaking English or assimilating. We were here first! You dont want to become Canadian, go back where you came from!
Identity Attack0.3817989
Insult0.17361937
Profanity0.021398475
Threat0.011689849
Severe Toxicity0.013543231
Moderate 0.3389984 Moderate Con 0.307 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
It’s like being a Canadian Citizen is a crime now talk about immigration they call you racist, go to Tim Hortons, McDonalds, Walmart, or a truck stop you’ll see flip flop drivers 3-4 per truck. …
It’s like being a Canadian Citizen is a crime now talk about immigration they call you racist, go to Tim Hortons, McDonalds, Walmart, or a truck stop you’ll see flip flop drivers 3-4 per truck. Carney is doing squat, just grease your elbows nonsense, bruv can’t even stand for Canadians domestic problems. How can one demographic of people from one nation dominate every work sector.
Identity Attack0.28034934
Insult0.336253
Profanity0.027273865
Threat0.0091524795
Severe Toxicity0.010757446
Moderate 0.3389984 Moderate Con 0.362
Aug 27, 2025 Why Canadians Are Turning Against …
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over …
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over even with the promise to pay out of pocket for healthcare should it be needed. I find it utterly disgusting that as a born Canadian citizen I can't get a job, proper healthcare and live in a culture where immigrants (not all if them do this) thumb their noses at us. These immigrants, in my opinion, have NO intention of learning the english language either. I can't figure out why some of them even bothered coming to Canada because they haven't left their crap where they came from. It is no wonder Poland is the way they are about Immigration.
Identity Attack0.36702603
Insult0.33964422
Profanity0.07740857
Threat0.010602405
Severe Toxicity0.013672344
Moderate 0.3389984 Constructive 0.688 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
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 …
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...

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.