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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

click to expand

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: "Canada is doing more to …" 6,088 comments · Page 180 of 244
I can feel the problem between these groups and the best answer I can ever give to Canada is to make schools how to stop racism and put them everywhere
I can feel the problem between these groups and the best answer I can ever give to Canada is to make schools how to stop racism and put them everywhere
Identity Attack0.057037655
Insult0.026702631
Profanity0.0147374235
Threat0.008259222
Severe Toxicity0.0025558472
Low Tox 0.09785384 Constructive 0.522 Call_To_Action
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Grew up in Brampton from age 5-10, half a decade of being a kid in such an open suburb area. Many neighbourhoods now we're farmlands and empty lots. The Indian population was just starting to …
Grew up in Brampton from age 5-10, half a decade of being a kid in such an open suburb area. Many neighbourhoods now we're farmlands and empty lots. The Indian population was just starting to boom, as I thought would all other ethnicities. Regardless of the changes of demographics, Brampton is still such a beautiful city, just taken over by overpopulation at a fast pace. We do not complain, but as a Country we should consider the rate of growth as a positive but also has many negatives. Finding jobs in Brampton is nearly impossible as a young adult - and also looking for new homes with landlords that aren't of Indian descent is becoming a rare occurrence. Changes can be made to benefit both Canadians and Indians as we are known for accepting all cultures, that is what I love about Canada. It is a sight to see when you witness the Indian culture in Brampton, lets not take that away!
Identity Attack0.060220852
Insult0.03070583
Profanity0.021876704
Threat0.008867673
Severe Toxicity0.0033569336
Low Tox 0.09785384 Constructive 0.869 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada government needs to go
Canada government needs to go
Identity Attack0.035847444
Insult0.02708937
Profanity0.018392462
Threat0.009981008
Severe Toxicity0.0024604797
Low Tox 0.09785384 Low Con 0.174
Jan 7, 2026 New rules, regulations take effect …
I'm scared for my life driving in Canada
I'm scared for my life driving in Canada
Identity Attack0.05794714
Insult0.018323302
Profanity0.016479544
Threat0.01052473
Severe Toxicity0.0029563904
Low Tox 0.09785384 Moderate Con 0.416 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Welcome to the Turbanization of Canada
Welcome to the Turbanization of Canada
Identity Attack0.045901958
Insult0.028942931
Profanity0.015181494
Threat0.008841781
Severe Toxicity0.0035095215
Low Tox 0.09785384 Low Con 0.232 Identity_Assertion
Aug 31, 2025 2 likes How Canada broke its immigration …
True Canadians want lower immigration. The only ones that don't are foreigners living in Canada and neoliberal globalists. Canada has a population of about 41 million people right now. Only about 28 million are actual …
True Canadians want lower immigration. The only ones that don't are foreigners living in Canada and neoliberal globalists. Canada has a population of about 41 million people right now. Only about 28 million are actual "Canadians".
Identity Attack0.07673789
Insult0.027841117
Profanity0.010365041
Threat0.006136116
Severe Toxicity0.0018882751
Low Tox 0.09741997 Moderate Con 0.336 Identity_Assertion
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
this is a great news for Canadian !!! Keep Up. Canada will spend more taxpayers money as the more asylum people are accepted by immigration. Stop Any Kind of Immigration Temporarily.
this is a great news for Canadian !!! Keep Up. Canada will spend more taxpayers money as the more asylum people are accepted by immigration. Stop Any Kind of Immigration Temporarily.
Identity Attack0.061130337
Insult0.022190686
Profanity0.010450439
Threat0.008039144
Severe Toxicity0.002708435
Low Tox 0.09741997 Constructive 0.578 Call_To_Action
Dec 24, 2025 1 likes Deportations From Canada at Their …
Canada is not only for European immigrants..This land is for everyone around the world
Canada is not only for European immigrants..This land is for everyone around the world
Identity Attack0.089145996
Insult0.019870255
Profanity0.014225035
Threat0.0063885585
Severe Toxicity0.0024986267
Low Tox 0.09741997 Moderate Con 0.376
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Please leave for your respective countries as Canada cannot afford to have more immigrants. The healthcare education economy and infrastructure cannot bear the burden. Thank you
Please leave for your respective countries as Canada cannot afford to have more immigrants. The healthcare education economy and infrastructure cannot bear the burden. Thank you
Identity Attack0.058401883
Insult0.02425329
Profanity0.010501678
Threat0.0066927844
Severe Toxicity0.00207901
Low Tox 0.09741997 Moderate Con 0.36
Jan 17, 2026 2.9 million Canadian temporary visas …
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is …
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is not necessarily about racism, but about maintaining social balance and protecting opportunities for the local population. Many Asian countries feel the same way—we would not want large numbers of foreigners, whether Russian, American, or from elsewhere, to migrate in such a way that they dominate job markets or significantly alter the local social structure. This perspective applies universally, not just in Western countries. From this viewpoint, it seems reasonable for countries to manage immigration by maintaining a balance between native citizens and immigrants. Setting limits or proportions for different immigrant groups can be seen as a way to preserve social stability while still allowing controlled and fair immigration.
Identity Attack0.08087392
Insult0.026702631
Profanity0.0157622
Threat0.008129764
Severe Toxicity0.0024318695
Low Tox 0.09741997 Constructive 0.761
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
PUT CANADA FIRST!!!! SHOW THEM WE HAVE HAD ENOUGH!!!!
PUT CANADA FIRST!!!! SHOW THEM WE HAVE HAD ENOUGH!!!!
Identity Attack0.031980325
Insult0.023028618
Profanity0.014190876
Threat0.010757755
Severe Toxicity0.0037384033
Low Tox 0.09741997 Low Con 0.249 Call_To_Action
Sep 9, 2025 Why Canadians Are Turning Against …
Indian government warned about criminals coming to canada and requested to send them back so they can be prosecuted in india but canada government refused. Its Canadian government fault to allow such unversities to exits …
Indian government warned about criminals coming to canada and requested to send them back so they can be prosecuted in india but canada government refused. Its Canadian government fault to allow such unversities to exits and issuing so many student visas. Canadians should hold government accountable and elected members and see who gets profit by forming such enterprises.
Identity Attack0.06340405
Insult0.030154925
Profanity0.010774951
Threat0.0074048014
Severe Toxicity0.0019836426
Low Tox 0.0969861 Moderate Con 0.466 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I apologize I should have waited two mins more. Kuddos Brian Lilley sharing your fathers medical horror story. What is Canada going to do?
I apologize I should have waited two mins more. Kuddos Brian Lilley sharing your fathers medical horror story. What is Canada going to do?
Identity Attack0.012842959
Insult0.03710241
Profanity0.012585391
Threat0.007301235
Severe Toxicity0.0021648407
Low Tox 0.0969861 Constructive 0.669 Personal_Narrative
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Why did authorities trust these people in the first place ? What is the need for so many many turbans walking down the street in Canada
Why did authorities trust these people in the first place ? What is the need for so many many turbans walking down the street in Canada
Identity Attack0.025605056
Insult0.03566399
Profanity0.012038844
Threat0.0074954215
Severe Toxicity0.0019550323
Low Tox 0.0969861 Low Con 0.248 Identity_Assertion
Oct 1, 2025 2 likes IRCC Names India in Study …
MASS deportation before its too late, otherwise Canada will be lost..... .(from 2015-2025, 35 mil- 41 mil)
MASS deportation before its too late, otherwise Canada will be lost..... .(from 2015-2025, 35 mil- 41 mil)
Identity Attack0.029917859
Insult0.017743196
Profanity0.0113215
Threat0.018192071
Severe Toxicity0.002746582
Low Tox 0.0969861 Low Con 0.285
Oct 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada becomes Kannada hahaha
Canada becomes Kannada hahaha
Identity Attack0.055218685
Insult0.032138187
Profanity0.018665737
Threat0.006912862
Severe Toxicity0.0037384033
Low Tox 0.09655223 Moderate Con 0.323 Humor_Satire
Feb 25, 2026 Inside Canada's Indian Invasion...
Just wait until Second Sons & Dominion Society do what they've been planning. These things will soon learn they're not wanted in Canada.
Just wait until Second Sons & Dominion Society do what they've been planning. These things will soon learn they're not wanted in Canada.
Identity Attack0.044612918
Insult0.028722567
Profanity0.0113215
Threat0.008945347
Severe Toxicity0.0024986267
Low Tox 0.09655223 Low Con 0.163 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is the new India🔥🔥
Canada is the new India🔥🔥
Identity Attack0.060220852
Insult0.026058068
Profanity0.025907494
Threat0.008867673
Severe Toxicity0.0049972534
Low Tox 0.09655223 Low Con 0.259 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As an Indian I am shocked too! Unchecked immigration? How is the mass immigration helping Canada? These illegal colleges created just for immigration, these are open secrets, why these are not tackled? Being in the …
As an Indian I am shocked too! Unchecked immigration? How is the mass immigration helping Canada? These illegal colleges created just for immigration, these are open secrets, why these are not tackled? Being in the tech industry I thought I could get PR relatively easily. But everyday I am seeing stories about people moving to western countries, beating the system, not paying taxes - how does that even work?
Identity Attack0.05976611
Insult0.02567133
Profanity0.01579636
Threat0.0069387536
Severe Toxicity0.002002716
Low Tox 0.09655223 Constructive 0.658 Policy_Critique
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you for talking about this. It feels like nobody cares about Canada outside or even inside of Canada. This is just the tip of the iceberg.
Thank you for talking about this. It feels like nobody cares about Canada outside or even inside of Canada. This is just the tip of the iceberg.
Identity Attack0.024198212
Insult0.034011267
Profanity0.015864678
Threat0.006265574
Severe Toxicity0.0017547607
Low Tox 0.09655223 Constructive 0.536 Solidarity
Jan 27, 2026 45 likes Inside Canada's Indian Invasion...
Problem in Canada is open borders and socialist spending
Problem in Canada is open borders and socialist spending
Identity Attack0.052944973
Insult0.027730936
Profanity0.010928668
Threat0.0062267366
Severe Toxicity0.0016117096
Low Tox 0.09655223 Low Con 0.174 Policy_Critique
Nov 25, 2025 Quebec Ends Economic Immigration Program …
8.5% of Canada is South Asian 5.9% is Indian This only counts people with citizenship
8.5% of Canada is South Asian 5.9% is Indian This only counts people with citizenship
Identity Attack0.089973204
Insult0.023093075
Profanity0.0127903465
Threat0.0060908063
Severe Toxicity0.0021362305
Low Tox 0.09655223 Low Con 0.259 Unverified_Claim
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
After the Amin saga in Uganda, Canada and Uk invited the Indians to their countries, because they were interested in what they could do to boost their economy, why are they complaining now? Those are …
After the Amin saga in Uganda, Canada and Uk invited the Indians to their countries, because they were interested in what they could do to boost their economy, why are they complaining now? Those are now Canadians
Identity Attack0.07425626
Insult0.025284592
Profanity0.011765569
Threat0.006420923
Severe Toxicity0.001783371
Low Tox 0.09611836 Moderate Con 0.408 Moral_Argument
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
After watching this I don’t think I’m going to go to Canada.
After watching this I don’t think I’m going to go to Canada.
Identity Attack0.040745795
Insult0.02173949
Profanity0.011936366
Threat0.007586042
Severe Toxicity0.0021839142
Low Tox 0.09611836 Moderate Con 0.348 Personal_Narrative
Feb 13, 2026 Inside Canada's Indian Invasion...
Wow 10 people deported look out Canada finally taking action
Wow 10 people deported look out Canada finally taking action
Identity Attack0.036105253
Insult0.023093075
Profanity0.011150704
Threat0.009566744
Severe Toxicity0.0022125244
Low Tox 0.09611836 Low Con 0.22 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …

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.