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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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Active: "Canada is doomed." 26 comments · Page 1 of 2
They're ALL clueless. They're ALL DEI hires. And the useful idiots will keep on voting them in. Canada is definitely doomed.
They're ALL clueless. They're ALL DEI hires. And the useful idiots will keep on voting them in. Canada is definitely doomed.
Identity Attack0.25309357
Insult0.7827088
Profanity0.2980872
Threat0.00967031
Severe Toxicity0.02420936
Toxic 0.76197964 Low Con 0.22 Insult Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people …
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people they have let in, they aren't looking for peace they are looking for power EVEIL power, please ask the LIBERALS Why they are here, and when getting a job WHAT HAPPENED to CANADIANS FIRST, Canada I doomed, doomed if you are in your 20's 30's you may still experience the hate, they already speak their own language, refusing to speak English, refusing to serve people who are different from them, Canada is letting in selfish ignorant people, everything we Canadians say or ask them to is discrimination, they dress their way they run businesses their way, just like in their country, AND WHY ? because the Canadian government is weak, they can't defend the country or it's people shame on this Liberal government, they totally suck.
Identity Attack0.55044734
Insult0.5130944
Profanity0.27274927
Threat0.13313138
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.457 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, …
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, and knowing that they will vote for them the same as the Democrats in the United States did that’s the plan. Do you remember when Trudeau said , the immigrants are more Canadian than you are because you take for granted your Canadian ship and that they are the true Canadians not us votes in the bag. Liberals have one how many times we’re doomed. We don’t live in Canada anymore. We live in, CANASTAN AND ALL AMERICAN CANADIENS ARE THE DUMBEST DECEPTION IS IN THE BRAIN. THEY DON’T EVEN REALIZE WHERE ALL AMERICANS LIVING IN NORTH AMERICA MAY THE TRUTH SET YOU FREE LOOK IN THE MIRROR IF YOU BECOME WHAT YOU HATE????
Identity Attack0.36702603
Insult0.57787937
Profanity0.25001678
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.52272606 Moderate Con 0.344 Insult Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is doomed.. See how these snakes destroy them inside out..
Canada is doomed.. See how these snakes destroy them inside out..
Identity Attack0.19693321
Insult0.40243408
Profanity0.07611542
Threat0.108496375
Severe Toxicity0.017093835
Moderate 0.3977292 Low Con 0.126 Fear_Threat
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
congratulations, canada is doomed just like india
congratulations, canada is doomed just like india
Identity Attack0.3817989
Insult0.26957804
Profanity0.038906425
Threat0.010990778
Severe Toxicity0.014511578
Moderate 0.36043653 Low Con 0.241 Fear_Threat
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
More right wing propaganda from the National Post. Immigrants have always made Canada a better and more interesting place to live despite the doom and gloom from the lily white and always wrong NP. A …
More right wing propaganda from the National Post. Immigrants have always made Canada a better and more interesting place to live despite the doom and gloom from the lily white and always wrong NP. A lot of hate for people from India on here. Well, it’s the National Post, what did I expect?
Identity Attack0.36702603
Insult0.1640896
Profanity0.021125201
Threat0.0074436385
Severe Toxicity0.007896423
Moderate 0.30993456 Moderate Con 0.445 Policy_Critique
Aug 30, 2025 How Canada broke its immigration …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele ONLY because they all pay cash so they can circumvent the taxes. They all make babies like mice so give it 40 years and Canada will not be recognizable. And it’s the governments fault because they’re so greedy for tax money that they let the here by the boat load because they don’t wanna wait for the rest of us to make Canada larger population wise because it will take way too long. That and their tuition money for colleges, the list goes on in this non talked about bullshit that the liberals have done. They seriously do all this scheming and raising taxes just to give our tax money away to everyone but the people who pay the taxes. We could have put a huge dent in the national debt by now, but liberals just can’t conserve money hence their name. If it doesn’t stop soon, we are doomed. Surrey BC where I lived for 14 years, is just as bad as Brampton. They all own 1.6-2 million dollar houses in the suburbs of the city, all own businesses and all do the same shit as Brampton, circumvent the taxes. That’s the thanks we get for letting them here is to scam us so they can get rich quick while we all suffer and will never own a house by the looks of it. In Victoria BC where I live now, it’s gotten so bad that I can’t move out of my house I’ve been in for 4 years cuz I can’t find anything cheaper and this place is a 400sq ft 1 bedroom for $1850 a month. Can’t afford to do anything but survive while the immigrants all live like kings. There’s gotta be a line to not cross and that has been the case for too long where it’s been crossed for a long time and no one says or does anything about it out of fear of being called a racist. Call me one. Idgaf anymore. I ain’t racist. I’m just sick of the rules being severely crossed for money. Money makes everyone that has a lot of it GREEDY sons of bitches and it’s gotta stop.
Identity Attack0.2854555
Insult0.22770336
Profanity0.047173142
Threat0.008893564
Severe Toxicity0.012435913
Low Tox 0.29953843 Constructive 0.588 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada is doomed, there is no saving it... as a canadian working in the trades you would not believe how many liberals there are it seems to me that 50% of genz, 75% of gen …
Canada is doomed, there is no saving it... as a canadian working in the trades you would not believe how many liberals there are it seems to me that 50% of genz, 75% of gen x and 90% of boomers are liberal. they're importing these people at such a rapid rate and they all out breed whites. there's no chance the country will ever vote in a politician that will fix this... and what would that even look like? capture and deport every immigrant (and their anchor babies) from the last 10-15 years? its just not feasible... my advice to fellow Canadians; get out while u can its going to get unimaginably worse in the next ten years
Identity Attack0.2877625
Insult0.16861114
Profanity0.041912504
Threat0.014048163
Severe Toxicity0.010986328
Low Tox 0.295883 Constructive 0.557
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
😐😐😐CANADA IS DOOMED! These separatists are running from their own country and their only mantra is money. Liberal politicians are responsible for this invasion.
😐😐😐CANADA IS DOOMED! These separatists are running from their own country and their only mantra is money. Liberal politicians are responsible for this invasion.
Identity Attack0.1808059
Insult0.16883044
Profanity0.021876704
Threat0.009100696
Severe Toxicity0.007095337
Low Tox 0.2854733 Low Con 0.144 Fear_Threat
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Im an immigrant and after living for awhile in canada I noticed that Canada is not longer what it used to be, Indians hired Indians and some of them have issues either other cultures, Canada …
Im an immigrant and after living for awhile in canada I noticed that Canada is not longer what it used to be, Indians hired Indians and some of them have issues either other cultures, Canada is Doomed, Im happy I left
Identity Attack0.29798782
Insult0.08533409
Profanity0.022559889
Threat0.007547205
Severe Toxicity0.0074386597
Low Tox 0.2553839 Constructive 0.564 Personal_Narrative
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
Canada is So doomed
Canada is So doomed
Identity Attack0.14661247
Insult0.15556364
Profanity0.048425674
Threat0.009178371
Severe Toxicity0.0061035156
Low Tox 0.2524482 Low Con 0.261 Fear_Threat
Jan 26, 2026 Canada’s new rules in 2026
doomed canada is doomed
doomed canada is doomed
Identity Attack0.105836816
Insult0.11616662
Profanity0.040158957
Threat0.010680079
Severe Toxicity0.0075912476
Low Tox 0.23235008 Low Con 0.259 Fear_Threat
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
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 …
Canada is DOOMED
Canada is DOOMED
Identity Attack0.1035157
Insult0.09855611
Profanity0.034146797
Threat0.0104988385
Severe Toxicity0.0063323975
Low Tox 0.21642438 Low Con 0.286 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada is doomed
Canada is doomed
Identity Attack0.11163961
Insult0.08434689
Profanity0.04667213
Threat0.010990778
Severe Toxicity0.005340576
Low Tox 0.21107252 Moderate Con 0.301 Fear_Threat
Feb 7, 2026 Inside Canada's Indian Invasion...
Canada is doomed.
Canada is doomed.
Identity Attack0.10221587
Insult0.09563028
Profanity0.02522431
Threat0.009359611
Severe Toxicity0.0043296814
Low Tox 0.20312156 Low Con 0.245 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is doomed, going the way of the United Kingdom!
Canada is doomed, going the way of the United Kingdom!
Identity Attack0.10221587
Insult0.08533409
Profanity0.019143965
Threat0.008492245
Severe Toxicity0.0039863586
Low Tox 0.19939905 Low Con 0.204 Fear_Threat
Nov 20, 2025 33 likes Thousands of refugees allowed into …
Canada is doomed 😂
Canada is doomed 😂
Identity Attack0.10221587
Insult0.0836065
Profanity0.032643758
Threat0.008919456
Severe Toxicity0.0050354004
Low Tox 0.19870108 Low Con 0.271
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is doomed . 😂
Canada is doomed . 😂
Identity Attack0.094936445
Insult0.08410009
Profanity0.029888187
Threat0.008841781
Severe Toxicity0.0049972534
Low Tox 0.19694418 Low Con 0.204 Fear_Threat
Nov 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian it's our duty to put our migrants 1st, or Canada is doomed.
As a Canadian it's our duty to put our migrants 1st, or Canada is doomed.
Identity Attack0.10837819
Insult0.010674983
Profanity0.00015629054
Threat0.00796909
Severe Toxicity0.000013938626
Low Tox 0.16267991
Apr 18, 2025
Too late. Canada is doomed.
Too late. Canada is doomed.
Identity Attack0.07508347
Insult0.06634661
Profanity0.017094411
Threat0.010731863
Severe Toxicity0.0037002563
Low Tox 0.15987846 Low Con 0.214 Fear_Threat
Oct 17, 2025 IRCC Names India in Study …
Canada's doomed. The warning signs are all around.
Canada's doomed. The warning signs are all around.
Identity Attack0.04564415
Insult0.060752302
Profanity0.014634945
Threat0.009437286
Severe Toxicity0.002746582
Low Tox 0.11450345 Low Con 0.164 Fear_Threat
Feb 26, 2026 300 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Your preaching to the choir, we are DOOMED to permanent Liberal ideology here in Canada
Your preaching to the choir, we are DOOMED to permanent Liberal ideology here in Canada
Identity Attack0.029660052
Insult0.047935467
Profanity0.012038844
Threat0.0065956907
Severe Toxicity0.00207901
Low Tox 0.11150667 Low Con 0.266 Fear_Threat
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
Canada "DOOM" 😮
Canada "DOOM" 😮
Identity Attack0.021987455
Insult0.035333443
Profanity0.021945024
Threat0.007249452
Severe Toxicity0.005302429
Low Tox 0.07291982 Low Con 0.192 Fear_Threat
Nov 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada "Doom" 😮😮
Canada "Doom" 😮😮
Identity Attack0.015958117
Insult0.028612386
Profanity0.020646973
Threat0.006861079
Severe Toxicity0.0046920776
Low Tox 0.05205809 Low Con 0.134
Aug 27, 2025 1 likes Why Canadians Are Turning Against …

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.