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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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30,738 comments · Page 812 of 1230
The guy on with the bike in front of Tim hortans is how most Canadians feel about us immigrants guys so keep mixing the cultures together we are better ✌️😂😂
The guy on with the bike in front of Tim hortans is how most Canadians feel about us immigrants guys so keep mixing the cultures together we are better ✌️😂😂
Identity Attack0.056582913
Insult0.0279513
Profanity0.015693882
Threat0.0072882893
Severe Toxicity0.0025939941
Low Tox 0.102626406 Moderate Con 0.447 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
0:30 why do they have a big blue state of Mr Bean 😂😂
0:30 why do they have a big blue state of Mr Bean 😂😂
Identity Attack0.013847848
Insult0.024124376
Profanity0.034397304
Threat0.009851551
Severe Toxicity0.0052261353
Low Tox 0.102626406 Low Con 0.285 Humor_Satire
Feb 8, 2026 Inside Canada's Indian Invasion...
Culture is a tricky thing. Is it not a known fact that one may not be all that interested in their culture and religion in their country of origin, but once immigrated to a different …
Culture is a tricky thing. Is it not a known fact that one may not be all that interested in their culture and religion in their country of origin, but once immigrated to a different land, these same people become more attached to their original culture and religion, even more orthodox in their beliefs. They try to recreate what is familar. Why are we surprised most are not assimilating? It takes, for most, many generations. And even then. Immigrants will always, in one way or another affect change in the general culture. Think of different cuisine, the arts, influences on our beliefs, etc. What is a Canadian anyways? One who lives here? Who pays taxes here? How long of roots do you need to have before you are no longer called an immigrant? We have a very large country and from one community to another there is a difference in the culture. Perhaps we need to be clearer on what is in fact our highest Canadian values and communicate them more effectively. I would also like to add that there is suffering in not being able to pass on your culture. Watching your children and grandchildren speaking a different language, not having them understand yours enough for you to enjoy signing traditional songs to, not being able to guide them in your religious beliefs, etc., in the name of them becoming assimilated. I am experiencing these and my roots go back over 400 years on this land.
Identity Attack0.07673789
Insult0.027730936
Profanity0.018734055
Threat0.006861079
Severe Toxicity0.0023174286
Low Tox 0.102626406 Constructive 0.861
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
this was unreal lol
this was unreal lol
Identity Attack0.0048097214
Insult0.025929155
Profanity0.049177196
Threat0.0077154995
Severe Toxicity0.0032615662
Low Tox 0.102626406 Moderate Con 0.434
Jan 27, 2026 Inside Canada's Indian Invasion...
Sorry can't listen anymore more talk an talk and talk lol but nothing is happening time for Alberta to get out of this circus
Sorry can't listen anymore more talk an talk and talk lol but nothing is happening time for Alberta to get out of this circus
Identity Attack0.008509507
Insult0.04207976
Profanity0.019212283
Threat0.007314181
Severe Toxicity0.0021266937
Low Tox 0.102626406 Moderate Con 0.304 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
International students were ‘international’ before it became ruined by just one particular country 🤦🏽‍♂️
International students were ‘international’ before it became ruined by just one particular country 🤦🏽‍♂️
Identity Attack0.026007013
Insult0.030265106
Profanity0.018392462
Threat0.008375733
Severe Toxicity0.0020503998
Low Tox 0.102626406 Low Con 0.184 Identity_Assertion
Feb 18, 2026 22 likes Canadian immigration officers investigating hundreds …
5:00 what's so funny 😠
5:00 what's so funny 😠
Identity Attack0.00776955
Insult0.020256994
Profanity0.054437835
Threat0.010705971
Severe Toxicity0.0059127808
Low Tox 0.102626406 Low Con 0.295 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Yet our population keeps voting the liberals in. The liberals will just keep letting them in and giving them all of our money.
Yet our population keeps voting the liberals in. The liberals will just keep letting them in and giving them all of our money.
Identity Attack0.03249594
Insult0.033019636
Profanity0.013439372
Threat0.0079873605
Severe Toxicity0.0019931793
Low Tox 0.102626406 Low Con 0.178
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
It’s time to send the back
It’s time to send the back
Identity Attack0.007806548
Insult0.024382202
Profanity0.02385794
Threat0.039947584
Severe Toxicity0.004005432
Low Tox 0.102626406 Low Con 0.288
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I was actually expecting Tyler to show up on six nations reservation, when he asked " and how does the native Canadian population feel about the Indians
I was actually expecting Tyler to show up on six nations reservation, when he asked " and how does the native Canadian population feel about the Indians
Identity Attack0.10221587
Insult0.025026767
Profanity0.0137468055
Threat0.006602164
Severe Toxicity0.0022792816
Low Tox 0.102626406 Constructive 0.502 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
*This is what happens when your politicians sell you out to the highest bidder*
*This is what happens when your politicians sell you out to the highest bidder*
Identity Attack0.0076585566
Insult0.030926194
Profanity0.020032106
Threat0.0091524795
Severe Toxicity0.0019836426
Low Tox 0.102626406 Low Con 0.188 Policy_Critique
Nov 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada belum tahu karakter asia Selatan, dan tidak membuat quota berdasarkan benua dan negara, sehingga menimbulkan dominasi satu ethnis, juga perlu di pelajari antropologi , behaviour, dari asal negara 😊😊😊😊😊
Canada belum tahu karakter asia Selatan, dan tidak membuat quota berdasarkan benua dan negara, sehingga menimbulkan dominasi satu ethnis, juga perlu di pelajari antropologi , behaviour, dari asal negara 😊😊😊😊😊
Identity Attack0.05976611
Insult0.0350029
Profanity0.009835573
Threat0.006110225
Severe Toxicity0.001964569
Low Tox 0.102626406 Moderate Con 0.37
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Fatiguers
Fatiguers
Identity Attack0.009175468
Insult0.04032305
Profanity0.060951006
Threat0.007586042
Severe Toxicity0.0043296814
Low Tox 0.102192536 Moderate Con 0.351
Jan 29, 2026 Inside Canada's Indian Metropolis (Brampton)
Bro this seems extremely incomplete...as if youtube allowed only 16%.
Bro this seems extremely incomplete...as if youtube allowed only 16%.
Identity Attack0.007954539
Insult0.023995465
Profanity0.035900343
Threat0.00899713
Severe Toxicity0.0035095215
Low Tox 0.102192536 Low Con 0.224 Meta_Commentary
Feb 28, 2026 Inside Canada's Indian Invasion...
asylum seekers
asylum seekers
Identity Attack0.04512853
Insult0.025800243
Profanity0.026180768
Threat0.009023022
Severe Toxicity0.004234314
Low Tox 0.102192536 Moderate Con 0.422
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
@3:24 welcome to canada where words are restricted by threat of unemployment.
@3:24 welcome to canada where words are restricted by threat of unemployment.
Identity Attack0.047448806
Insult0.0279513
Profanity0.010996987
Threat0.0100069
Severe Toxicity0.0026893616
Low Tox 0.102192536 Low Con 0.178 Policy_Critique
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Oh this is just words. I do not believe any of it We are overpopulated and they are still coming in.
Oh this is just words. I do not believe any of it We are overpopulated and they are still coming in.
Identity Attack0.039456755
Insult0.025155678
Profanity0.017504321
Threat0.00814271
Severe Toxicity0.0029563904
Low Tox 0.102192536 Low Con 0.281 Fear_Threat
Dec 28, 2025 Deportations From Canada at Their …
The guy with the orange vest and bike should have his own show! That guy was hilarious.
The guy with the orange vest and bike should have his own show! That guy was hilarious.
Identity Attack0.00899048
Insult0.04032305
Profanity0.019485557
Threat0.0072365063
Severe Toxicity0.0023269653
Low Tox 0.102192536 Moderate Con 0.356 Meta_Commentary
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
This has been going on for 200 years, the difference is, is its now millions, not thousands. Italians came to US/ Canada in 1900's and kept to themselves just like the Indians. Mennonites, Chinese, Irish, …
This has been going on for 200 years, the difference is, is its now millions, not thousands. Italians came to US/ Canada in 1900's and kept to themselves just like the Indians. Mennonites, Chinese, Irish, all the same but just in a smaller way. It's balloned over time.
Identity Attack0.07177465
Insult0.028722567
Profanity0.016752819
Threat0.007521313
Severe Toxicity0.0025749207
Low Tox 0.102192536 Constructive 0.595 Comparative_Framing
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
It's about time, they already don't help those in need who have lived here since the beginning and they give much more to immigrants.
It's about time, they already don't help those in need who have lived here since the beginning and they give much more to immigrants.
Identity Attack0.08252834
Insult0.024640027
Profanity0.011902207
Threat0.006207318
Severe Toxicity0.0016880035
Low Tox 0.102192536 Constructive 0.543
Nov 28, 2025 Quebec Ends Economic Immigration Program …
"How the Liberals Broke Canadas immigration system."
"How the Liberals Broke Canadas immigration system."
Identity Attack0.04667538
Insult0.030375287
Profanity0.013166099
Threat0.0076637166
Severe Toxicity0.0020885468
Low Tox 0.102192536 Low Con 0.236 Meta_Commentary
Jun 19, 2025 1 likes How Canada broke its immigration …
They seem to be the best Legal Migrant Community to have i guess. Except the Canada to USA Illegaly part, that needs to stop
They seem to be the best Legal Migrant Community to have i guess. Except the Canada to USA Illegaly part, that needs to stop
Identity Attack0.08087392
Insult0.02264188
Profanity0.011628932
Threat0.006809296
Severe Toxicity0.0019741058
Low Tox 0.102192536 Moderate Con 0.353 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The biggest concern is that they took over a town that has prime real estate and best location! Why are they allowed to take over infrastructure, best land and all the tax paying resources like …
The biggest concern is that they took over a town that has prime real estate and best location! Why are they allowed to take over infrastructure, best land and all the tax paying resources like Health Care, when they are not even from Canada or not even Candian Citizens. I hope all the Gaza people take over Brampton because there are thousands heading straight to Canada ASAP and they should all be relocated to Brampton to even the playing field for diversity.
Identity Attack0.07591068
Insult0.027347196
Profanity0.013507691
Threat0.0089712385
Severe Toxicity0.00333786
Low Tox 0.102192536 Constructive 0.683
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Brampton is the best location for Khalistan XD
Brampton is the best location for Khalistan XD
Identity Attack0.048737846
Insult0.021094928
Profanity0.034146797
Threat0.011120236
Severe Toxicity0.0059509277
Low Tox 0.102192536 Low Con 0.239
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Well, as much as I don't like saying it, Canadians repeatedly voted for this. And still will not admit their own part in the problem. Denial makes no difference to facts. If open the front …
Well, as much as I don't like saying it, Canadians repeatedly voted for this. And still will not admit their own part in the problem. Denial makes no difference to facts. If open the front door, the back door the side door the pet entrance, the chimney, the gates and virtue signal "welcome" is it possible that those who have failed to make a nice home for themselves, see yours and rush into it to occupy it? And then being the failures at home-making that they provenly are (5000 years of proof - certainly, 80years of visible recorded evidence- since the Brits left them to do it on their own) turn yours into a squalid mess?
Identity Attack0.02439919
Insult0.045593183
Profanity0.01627459
Threat0.007365964
Severe Toxicity0.0024318695
Low Tox 0.102192536 Moderate Con 0.432
Sep 19, 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.