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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 #}

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Active: "So, what happens after the …" 755 comments · Page 28 of 31
This is happening everywhere… Is a globalist agenda… after exhausting the economy and values of the people they try to fix it by bringing digital ID and severe restrictions
This is happening everywhere… Is a globalist agenda… after exhausting the economy and values of the people they try to fix it by bringing digital ID and severe restrictions
Identity Attack0.005512681
Insult0.013706914
Profanity0.010911589
Threat0.0067898775
Severe Toxicity0.0010204315
Low Tox 0.031331215 Low Con 0.26 Unverified_Claim
Oct 26, 2025 41 likes Inside Canada's Indian Metropolis (Brampton)
Canada… how could you let this happen to the once beautiful land?
Canada… how could you let this happen to the once beautiful land?
Identity Attack0.011173353
Insult0.012376905
Profanity0.010023449
Threat0.006925808
Severe Toxicity0.0012397766
Low Tox 0.030388435 Moderate Con 0.352 Fear_Threat
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and almost every fast food restaurant lets them work there without having Canadian taxes taking off their checks.Plus what happen to that box on most applications where it says are you legally allowed to work in Canada.
Identity Attack0.02238941
Insult0.0116169015
Profanity0.010074687
Threat0.005809236
Severe Toxicity0.0009393692
Low Tox 0.030388435 Constructive 0.616
Dec 14, 2025 How Canada broke its immigration …
Happening all over the world. Everyone loves there country but does not want to stay.
Happening all over the world. Everyone loves there country but does not want to stay.
Identity Attack0.009619443
Insult0.010856897
Profanity0.0113727385
Threat0.0067834044
Severe Toxicity0.0011301041
Low Tox 0.030270588 Moderate Con 0.469 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s happening in Texas to bro
It’s happening in Texas to bro
Identity Attack0.008694496
Insult0.011236899
Profanity0.017299367
Threat0.008453408
Severe Toxicity0.0016784668
Low Tox 0.030270588 Low Con 0.296 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
We need an ICE team in canada, I think these guys are trying to cover their lack of response in light of what is happening down south.
We need an ICE team in canada, I think these guys are trying to cover their lack of response in light of what is happening down south.
Identity Attack0.004846719
Insult0.017088935
Profanity0.00998929
Threat0.006815769
Severe Toxicity0.001001358
Low Tox 0.030034892 Moderate Con 0.389
Dec 28, 2025 Deportations From Canada at Their …
Missing? Did the Rapture happen afterall?
Missing? Did the Rapture happen afterall?
Identity Attack0.0044767405
Insult0.0103248935
Profanity0.014498309
Threat0.008272167
Severe Toxicity0.001411438
Low Tox 0.029799197 Low Con 0.204 Humor_Satire
Sep 29, 2025 IRCC Names India in Study …
What ever happened to the meaning of that old proverb “When in Rome, Do as the Romans Do”!
What ever happened to the meaning of that old proverb “When in Rome, Do as the Romans Do”!
Identity Attack0.010581387
Insult0.011692902
Profanity0.0147374235
Threat0.0065115434
Severe Toxicity0.0012397766
Low Tox 0.029563503 Moderate Con 0.304 Identity_Assertion
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
I certainly don’t have any problems with most of these people on an individual level. However when the demographic radically change and there is not enough infrastructure to support people and assimilation is not happening …
I certainly don’t have any problems with most of these people on an individual level. However when the demographic radically change and there is not enough infrastructure to support people and assimilation is not happening it becomes a severe impediment to a flourishing nation.
Identity Attack0.011987305
Insult0.011084898
Profanity0.012585391
Threat0.0069387536
Severe Toxicity0.0012207031
Low Tox 0.029092113 Moderate Con 0.474 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of …
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of living here, but not to embrace the culture that makes this country great. It feels like we’re losing a battle most people didn’t even realize was happening. A government is meant to serve its people, yet it often feels like ours is working against us.
Identity Attack0.0063266335
Insult0.015644927
Profanity0.010774951
Threat0.0063367756
Severe Toxicity0.0007343292
Low Tox 0.029092113 Constructive 0.718 Personal_Narrative
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Look what happened to Surrey BC especially Newton same thing years ago now they have the whole thing
Look what happened to Surrey BC especially Newton same thing years ago now they have the whole thing
Identity Attack0.0032928092
Insult0.013934915
Profanity0.013371054
Threat0.0070164283
Severe Toxicity0.0010585785
Low Tox 0.028385026 Moderate Con 0.34 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Global is propaganda why air this now? When its been happening for years?
Global is propaganda why air this now? When its been happening for years?
Identity Attack0.0037922803
Insult0.012110904
Profanity0.012243799
Threat0.0067769317
Severe Toxicity0.0010061264
Low Tox 0.027442247 Low Con 0.163 Meta_Commentary
Feb 18, 2026 8 likes Canadian immigration officers investigating hundreds …
Happening in Sydney Australia too
Happening in Sydney Australia too
Identity Attack0.009027477
Insult0.009051885
Profanity0.018529098
Threat0.009696201
Severe Toxicity0.0020503998
Low Tox 0.026735162 Moderate Con 0.411 Comparative_Framing
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
The government allows this to happen because government employees here, at all levels, are fueled by risk aversion above all else.
The government allows this to happen because government employees here, at all levels, are fueled by risk aversion above all else.
Identity Attack0.003884775
Insult0.013402912
Profanity0.010757872
Threat0.006738094
Severe Toxicity0.0007390976
Low Tox 0.025556687 Low Con 0.238 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
nothing happened
nothing happened
Identity Attack0.004643231
Insult0.009165886
Profanity0.017777596
Threat0.008427517
Severe Toxicity0.0015926361
Low Tox 0.025320992 Moderate Con 0.395 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
this happens in every country and for centuries, nothing new and yes we can do better to those that comment here, provide support when you can, come up with solutions and do something about rather …
this happens in every country and for centuries, nothing new and yes we can do better to those that comment here, provide support when you can, come up with solutions and do something about rather than complain about it.
Identity Attack0.001655654
Insult0.013174911
Profanity0.00998929
Threat0.006039023
Severe Toxicity0.0005245209
Low Tox 0.024849601 Constructive 0.601 Moral_Argument
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
What happened in the end????
What happened in the end????
Identity Attack0.0024418586
Insult0.008557882
Profanity0.017367685
Threat0.008323951
Severe Toxicity0.0014972687
Low Tox 0.024849601 Moderate Con 0.329 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
People work and spend and bring up economy. All this will eventually catch up and shrink the economy. Seen it happen one example is UK , Japan and USA. In a few years it will …
People work and spend and bring up economy. All this will eventually catch up and shrink the economy. Seen it happen one example is UK , Japan and USA. In a few years it will show
Identity Attack0.006363631
Insult0.010020891
Profanity0.011902207
Threat0.008466354
Severe Toxicity0.0011491776
Low Tox 0.02449606 Moderate Con 0.324 Economic_Argument
Nov 21, 2025 Quebec Ends Economic Immigration Program …
This is even Brampton anymore it’s literally happened to all of Canada.
This is even Brampton anymore it’s literally happened to all of Canada.
Identity Attack0.0075845607
Insult0.010210892
Profanity0.011201942
Threat0.007301235
Severe Toxicity0.0011396408
Low Tox 0.02449606 Moderate Con 0.333 Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
To answer your last question, it is because they want this... look up harjeet sing. He was the top general of canada. And when the afganistan withdrawl happened, lets say canadian troops showed bias as …
To answer your last question, it is because they want this... look up harjeet sing. He was the top general of canada. And when the afganistan withdrawl happened, lets say canadian troops showed bias as to who was being pulled from the warzone...
Identity Attack0.006363631
Insult0.011920903
Profanity0.00993805
Threat0.0072365063
Severe Toxicity0.0007677078
Low Tox 0.024378212 Moderate Con 0.473 Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
This happens in every single country they go to
This happens in every single country they go to
Identity Attack0.0076585566
Insult0.008519882
Profanity0.014634945
Threat0.008052089
Severe Toxicity0.0013446808
Low Tox 0.024260364 Low Con 0.205
Oct 12, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
the exact same is happening in Australia
the exact same is happening in Australia
Identity Attack0.011543332
Insult0.008804884
Profanity0.014532468
Threat0.007883795
Severe Toxicity0.0013637543
Low Tox 0.023906821 Low Con 0.298
Jan 27, 2026 Inside Canada's Indian Invasion...
Same thing is happening to the whole of Australia, something needs to change before it’s too late
Same thing is happening to the whole of Australia, something needs to change before it’s too late
Identity Attack0.00847251
Insult0.0096028885
Profanity0.012346277
Threat0.008789998
Severe Toxicity0.0012493134
Low Tox 0.023906821 Moderate Con 0.38 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
What has happened to Canada?
What has happened to Canada?
Identity Attack0.009693438
Insult0.009488888
Profanity0.011560614
Threat0.0068869707
Severe Toxicity0.0011062622
Low Tox 0.023906821 Moderate Con 0.314 Question
Feb 20, 2026 Canadian immigration officers investigating hundreds …
Same thing is happening in Australia
Same thing is happening in Australia
Identity Attack0.011691323
Insult0.008595883
Profanity0.014805742
Threat0.008039144
Severe Toxicity0.0013446808
Low Tox 0.023671126 Moderate Con 0.334
Jan 27, 2026 4 likes 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.