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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: "It's not immigrating no more …" 3,653 comments · Page 49 of 147
Why dont Canadians come to india in heap and mass immigrate here? 🧐😸
Why dont Canadians come to india in heap and mass immigrate here? 🧐😸
Identity Attack0.40883094
Insult0.15414265
Profanity0.03489832
Threat0.036839653
Severe Toxicity0.018707745
Moderate 0.3389984 Low Con 0.215 Humor_Satire
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
So, a European immigrant and a homeless Canadian are dissing Indians! Get a job, buy a house, live a productive life!
So, a European immigrant and a homeless Canadian are dissing Indians! Get a job, buy a house, live a productive life!
Identity Attack0.3817989
Insult0.16839184
Profanity0.018529098
Threat0.008323951
Severe Toxicity0.0104522705
Moderate 0.3389984 Low Con 0.203
Oct 29, 2025 29 likes Inside Canada's Indian Metropolis (Brampton)
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...
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)
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...
UK, Ireland, ! Portugal all the same , riddled with immigrants. Destabilisation by design.
UK, Ireland, ! Portugal all the same , riddled with immigrants. Destabilisation by design.
Identity Attack0.37953663
Insult0.16989174
Profanity0.029460056
Threat0.010757755
Severe Toxicity0.013091337
Moderate 0.3389984 Low Con 0.225 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadian here, you guys have no idea how much immigration has ruined our country. We're hardly able to feed ourselves . Our Canadian born Indians are even just as fed up with it.
Canadian here, you guys have no idea how much immigration has ruined our country. We're hardly able to feed ourselves . Our Canadian born Indians are even just as fed up with it.
Identity Attack0.3895355
Insult0.191015
Profanity0.027273865
Threat0.009644418
Severe Toxicity0.011520386
Moderate 0.3389984 Constructive 0.581 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
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)
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 …
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 …
Justin Trudeau wants only non-white immigrants. Everybody knows that. He will spend as much money as possible to let in as many as possible. Immigration should be stopped completely.
Justin Trudeau wants only non-white immigrants. Everybody knows that. He will spend as much money as possible to let in as many as possible.  Immigration should be stopped completely.
Identity Attack0.41052565
Insult0.10587067
Profanity0.026180768
Threat0.011741633
Severe Toxicity0.012703998
Moderate 0.3389984 Low Con 0.192
Jul 8, 2018 3 likes How much do refugees and …
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 …
my indian status card means only native people indians, change the title to immigrant lol
my indian status card means only native people indians, change the title to immigrant lol
Identity Attack0.3817989
Insult0.14331897
Profanity0.10301965
Threat0.010654188
Severe Toxicity0.018320406
Moderate 0.3389984 Low Con 0.277
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Legal immigrants are also pissed at the amount of refugees. We went through so much to get here. But these folks just get right in and considered Canadians!?
Legal immigrants are also pissed at the amount of refugees. We went through so much to get here. But these folks just get right in and considered Canadians!?
Identity Attack0.316
Insult0.26957804
Profanity0.20700185
Threat0.0072365063
Severe Toxicity0.013801457
Moderate 0.3389984 Constructive 0.509
Jan 8, 2023 1 likes How much do refugees and …
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)
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 …
'Canadians' are immigrants! 😂😅
'Canadians' are immigrants! 😂😅
Identity Attack0.39207554
Insult0.16766082
Profanity0.04491858
Threat0.006427396
Severe Toxicity0.0126394415
Moderate 0.3389984 Low Con 0.24
Aug 25, 2025 Why Canadians Are Turning Against …
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 …
this is BS refugees and immigrants get treated better
this is BS  refugees and immigrants get treated better
Identity Attack0.28034934
Insult0.1662211
Profanity0.26641908
Threat0.0103175985
Severe Toxicity0.022322904
Moderate 0.3389984 Low Con 0.3
Apr 17, 2020 1 likes How much do refugees and …
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 …
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...
Fake news. The Liberals brought in more immigrants than they had housing for. Basic math was thrown out the window. It was insane.
Fake news. The Liberals brought in more immigrants than they had housing for. Basic math was thrown out the window. It was insane.
Identity Attack0.10221587
Insult0.34101152
Profanity0.041912504
Threat0.008919456
Severe Toxicity0.0063705444
Moderate 0.3389984 Moderate Con 0.34 Policy_Critique
Feb 11, 2026 7 likes Canada's tighter immigration policy divides …
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 …
Why even have an immigration minister. These people clearly have had a mission in mind, make all these failed/fake refugees into citizens for a perpetual Liberal Majority.
Why even have an immigration minister. These people clearly have had a mission in mind, make all these failed/fake refugees into citizens for a perpetual Liberal Majority.
Identity Attack0.2831485
Insult0.31740165
Profanity0.026727317
Threat0.0113014765
Severe Toxicity0.010070801
Moderate 0.3389984 Low Con 0.176 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.