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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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Search comment text, filter by category or toxicity level
Active: "I did NOT vote for …" 678 comments · Page 15 of 28
If you are an immigrant and you consciously decide to break the law, then you should be deported. If your family has issues with that decision, then you can go with them. If I were …
If you are an immigrant and you consciously decide to break the law, then you should be deported. If your family has issues with that decision, then you can go with them. If I were to break the law in another country, they wouldn’t hesitate to ship me back to where I came from. Just to be clear, I’m not conservative. In my eyes there is more to loose going that route. I feel I’m far more productive to put pressure on my representatives than to vote conservative and become the 51st state. Besides, their whining irritates me.
Identity Attack0.20088354
Insult0.07428485
Profanity0.027683776
Threat0.027170537
Severe Toxicity0.007247925
Low Tox 0.22445217 Constructive 0.635 Moral_Argument
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Yet ya'll still voted for the same Democrat Party knowing the BS job they've been doing.
Yet ya'll still voted for the same Democrat Party knowing the BS job they've been doing.
Identity Attack0.016460562
Insult0.11172232
Profanity0.17241211
Threat0.0067251488
Severe Toxicity0.005340576
Low Tox 0.22445217 Low Con 0.29
Aug 27, 2025 Why Canadians Are Turning Against …
Yet you vote liberal four times in a row because they turned the election into a Canada vs US hockey match and you all fell for it. Now you’re doomed. Don’t come here. You can’t …
Yet you vote liberal four times in a row because they turned the election into a Canada vs US hockey match and you all fell for it. Now you’re doomed. Don’t come here. You can’t be trusted.
Identity Attack0.023997234
Insult0.14874944
Profanity0.014976538
Threat0.010369381
Severe Toxicity0.0038719177
Low Tox 0.22311419 Low Con 0.223
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Stop voting for bad political parties. I lived homeless for 7 years in my truck. Now, I live off grid with no running water. I lost my career because of immigrants and they could care …
Stop voting for bad political parties. I lived homeless for 7 years in my truck. Now, I live off grid with no running water. I lost my career because of immigrants and they could care less whom they hurt. I am a victim of labor trafficking because of it. I survived this trouble in our country and still am.
Identity Attack0.18158256
Insult0.0810151
Profanity0.022696527
Threat0.008065036
Severe Toxicity0.0048446655
Low Tox 0.22311419 Constructive 0.661
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a …
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a takeover of Canada with the assistance of quisling politicians. The very ones he votes for by-the-way. Kali is funded by rich Indian billionaires. End-game 2100. When Canada be little more than offshore state of India. Well recently his son was laid off from his job. Replaced by a lower paid Indian worker as prophesied would gradually happen to native workers by whoever outed Project Kali four decades back. Low & behold his lad is now looking to move overseas. Surprise, surprise. My mate has become a big believer in Project Kali. Now even wants an Alberta free of Ottawa.
Identity Attack0.14661247
Insult0.1469393
Profanity0.026454043
Threat0.009955117
Severe Toxicity0.0061798096
Low Tox 0.22311419 Constructive 0.529 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Ontario, nova svptia. PEI, quebec, vancouver etc. keep voting for the same gang destroying the country. More liberals, more NDP, more greens means more pain. How much pain does it take to change thinking.
Ontario, nova svptia. PEI, quebec, vancouver etc. keep voting for the same gang destroying the country. More liberals, more NDP, more greens means more pain. How much pain does it take to change thinking.
Identity Attack0.043839492
Insult0.123407245
Profanity0.014600786
Threat0.014911477
Severe Toxicity0.004425049
Low Tox 0.21776234 Moderate Con 0.307 Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
I did not vote lib, and I tried to warn others But. It fell on deaf ears. I pray that we all stand together against this irresponsible government. Its going to be a very cold …
I did not vote lib, and I tried to warn others But. It fell on deaf ears. I pray that we all stand together against this irresponsible government. Its going to be a very cold winter. Many immigrants won't like it, especially when the hydro crashes. No heat or electricity. Hope they go back where they came from for their own good.
Identity Attack0.109318495
Insult0.113185234
Profanity0.018255826
Threat0.010887212
Severe Toxicity0.0045204163
Low Tox 0.21642438 Constructive 0.578 Fear_Threat
Sep 8, 2025 2 likes Why Canadians Are Turning Against …
Don't worry we will vote for the same government again that has been ruining Canada for 10 years 😂😂
Don't worry we will vote for the same government again that has been ruining Canada for 10 years 😂😂
Identity Attack0.02138452
Insult0.11616662
Profanity0.015181494
Threat0.011405042
Severe Toxicity0.0035095215
Low Tox 0.21107252 Low Con 0.254 Humor_Satire
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Blame whomever voted Liberal. I’m Albertan. We want out
Blame whomever voted Liberal. I’m Albertan. We want out
Identity Attack0.1232452
Insult0.06921569
Profanity0.020442016
Threat0.019228047
Severe Toxicity0.0059509277
Low Tox 0.21107252 Moderate Con 0.437
Aug 26, 2025 8 likes Why Canadians Are Turning Against …
Thank Trudeau for ruining Canada. And what Canadian did again, voted for Carny who was the financial advisor. You make the math.
Thank Trudeau for ruining Canada. And what Canadian did again, voted for Carny who was the financial advisor. You make the math.
Identity Attack0.04177703
Insult0.12702756
Profanity0.01265371
Threat0.009722093
Severe Toxicity0.003604889
Low Tox 0.21107252 Low Con 0.22
Aug 27, 2025 Why Canadians Are Turning Against …
Enjoy multiculturalism, Canadians. If you don't like it, stop voting for Lefties.
Enjoy multiculturalism, Canadians. If you don't like it, stop voting for Lefties.
Identity Attack0.18903255
Insult0.06774519
Profanity0.016411226
Threat0.007081157
Severe Toxicity0.004272461
Low Tox 0.20973456 Low Con 0.193 Call_To_Action
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
You kicked out a most hated PM due to his policies (including khalistani support), what changed now? It was supposed to be for better, you voted for?
You kicked out a most hated PM due to his policies (including khalistani support), what changed now? It was supposed to be for better, you voted for?
Identity Attack0.052490227
Insult0.08533409
Profanity0.020510335
Threat0.020264024
Severe Toxicity0.0047683716
Low Tox 0.20973456 Moderate Con 0.363
Aug 26, 2025 Why Canadians Are Turning Against …
self inflicted wound; canadian society suffers due to connivance of politicians dancing to get votes from Khalistanis... plain and simple
self inflicted wound; canadian society suffers due to connivance of politicians dancing to get votes from Khalistanis... plain and simple
Identity Attack0.11744241
Insult0.097093195
Profanity0.017231047
Threat0.009307829
Severe Toxicity0.00541687
Low Tox 0.20839658 Low Con 0.238 Policy_Critique
Feb 18, 2026 3 likes Canadian immigration officers investigating hundreds …
Which is why every store you walk into today, looks like you're in a third world nation. And for some weird reason, they ALWAYS vote Liberal.
Which is why every store you walk into today, looks like you're in a third world nation. And for some weird reason, they ALWAYS vote Liberal.
Identity Attack0.13805299
Insult0.0817555
Profanity0.016616182
Threat0.006317357
Severe Toxicity0.004673004
Low Tox 0.20705862 Low Con 0.26
Jun 19, 2025 3 likes How Canada broke its immigration …
The banned group, Sikhs for Justice, held a Khalistan referendum in Ottawa over the weekend during which supporters chanted ‘Kill India’ slogans and even desecrated the Indian flag. This is the seventh such unofficial vote …
The banned group, Sikhs for Justice, held a Khalistan referendum in Ottawa over the weekend during which supporters chanted ‘Kill India’ slogans and even desecrated the Indian flag. This is the seventh such unofficial vote that Canada has seen since September 2022. The timing of this event was significant — it came as Canadian PM Mark Carney met his Indian counterpart Narendra Modi on the sidelines of the G20 Summit in Johannesburg
Identity Attack0.18468912
Insult0.060927123
Profanity0.022013342
Threat0.13815513
Severe Toxicity0.010147095
Low Tox 0.20705862 Moderate Con 0.471 Unverified_Claim
Nov 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Michelle Rempel-Garner is a taxpayer funded politician that doesn't even live in her riding nor does she live in Canada, read about her in different forums and subreddits you will know how good of a …
Michelle Rempel-Garner is a taxpayer funded politician that doesn't even live in her riding nor does she live in Canada, read about her in different forums and subreddits you will know how good of a politician she is. What she is doing here is trying to win votes by creating hate and divide and unfortunately people are blinded by hate to see it. She is not even letting the person answer before firing her next question, just getting half story and letting people speak to a point where she can use that to further push her parties ideology.
Identity Attack0.021585498
Insult0.16337912
Profanity0.047173142
Threat0.008077981
Severe Toxicity0.004501343
Low Tox 0.2043827 Constructive 0.645
Oct 1, 2025 IRCC Names India in Study …
Canada and Europe need to vote the leftist out of power!!!! Then the mass expulsions can begin to rescue western civilization
Canada and Europe need to vote the leftist out of power!!!! Then the mass expulsions can begin to rescue western civilization
Identity Attack0.12208464
Insult0.0623257
Profanity0.017504321
Threat0.030623792
Severe Toxicity0.0061798096
Low Tox 0.20265625 Low Con 0.16 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
This is what happens when you vote Liberal. EVERYTHING breaks!
This is what happens when you vote Liberal. EVERYTHING breaks!
Identity Attack0.06340405
Insult0.0817555
Profanity0.02119352
Threat0.009048914
Severe Toxicity0.0037956238
Low Tox 0.20172562 Low Con 0.18 Policy_Critique
Jan 19, 2026 1 likes Why Canada’s immigration system has …
good times make weak men, the prosperous 80's and 90's and early 2000's had made many canadians become weak and accustomed to the good times, so they voted for weak men like trudeau and carney. …
good times make weak men, the prosperous 80's and 90's and early 2000's had made many canadians become weak and accustomed to the good times, so they voted for weak men like trudeau and carney. Wait till hard times comes to see how strong canadians will become, though i believe the TDS will make hard times continue for a long time.
Identity Attack0.057492398
Insult0.16053712
Profanity0.015079016
Threat0.0072753434
Severe Toxicity0.0028419495
Low Tox 0.20126031 Moderate Con 0.463 Identity_Assertion
Feb 22, 2026 LILLEY UNLEASHED: The fall of …
Stop voting liberal..thats the problem
Stop voting liberal..thats the problem
Identity Attack0.11163961
Insult0.07396803
Profanity0.017026093
Threat0.008039144
Severe Toxicity0.0035858154
Low Tox 0.20102765 Low Con 0.199
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Blackrock,follow the money. Maas immigration = bought votes.
Blackrock,follow the money. Maas immigration = bought votes.
Identity Attack0.1294935
Insult0.071750276
Profanity0.017777596
Threat0.00666042
Severe Toxicity0.005455017
Low Tox 0.20056234 Low Con 0.084 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
JUSTING TRUDEAU AND THE LIBERAL PARTY MESS THEY WILL DO ANYTHING TO GET THE VOTES FOR IMMIGRANTS ANYTHING
JUSTING TRUDEAU AND THE LIBERAL PARTY MESS THEY WILL DO ANYTHING TO GET THE VOTES FOR IMMIGRANTS ANYTHING
Identity Attack0.11280017
Insult0.0811385
Profanity0.02023706
Threat0.008492245
Severe Toxicity0.0051879883
Low Tox 0.20032968 Low Con 0.213
Sep 28, 2025 IRCC Names India in Study …
I am an Indian immigrant living on GTA. If I was forced to live in Brampton, I would rather go back to India than live in Brampton. The problem with Brampton is a subset of …
I am an Indian immigrant living on GTA. If I was forced to live in Brampton, I would rather go back to India than live in Brampton. The problem with Brampton is a subset of Indians that are easily recognizable and do not assimilate. Most of these specific subset come here as students and through family sponsorship ( not regular immigration stream). The students get false documents for their language and educational credentials. The politicians are also to blame for pondering for their votes. If there is one ethnic group that has the capacity to destroy Canada further in the future to a point of no return, it is this subset. Unfortunately most Canadians do not know this, and Indians as a general group are seen as the problem. Next time just ask them where in India these people are from, and soon you will know for yourself.
Identity Attack0.2308735
Insult0.071433455
Profanity0.02795705
Threat0.00948907
Severe Toxicity0.0062179565
Low Tox 0.20009702 Constructive 0.695 Personal_Narrative
Oct 26, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Here's a crazy theory, the rich ain't gonna be affected by any of this. Only the middle class. So are the majority of people gonna vote the other way now?
Here's a crazy theory, the rich ain't gonna be affected by any of this. Only the middle class. So are the majority of people gonna vote the other way now?
Identity Attack0.020078164
Insult0.107333586
Profanity0.044167064
Threat0.006550381
Severe Toxicity0.002374649
Low Tox 0.1996317 Moderate Con 0.331 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
they're extreme nepotists, so they vote in their own people. as soon as they have majority, canada is officially over.
they're extreme nepotists, so they vote in their own people. as soon as they have majority, canada is officially over.
Identity Attack0.062039822
Insult0.11797678
Profanity0.01982715
Threat0.007819066
Severe Toxicity0.003414154
Low Tox 0.19939905 Low Con 0.267 Fear_Threat
Mar 2, 2026 1 likes 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.