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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 #}

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Active: "I did not vote for …" 678 comments · Page 21 of 28
the liberal government at all level do not care because they still get the same tax dollars from us all so the only way to get this country back is vote for a new government …
the liberal government at all level do not care because they still get the same tax dollars from us all so the only way to get this country back is vote for a new government or by force
Identity Attack0.014752249
Insult0.027476108
Profanity0.017914234
Threat0.010369381
Severe Toxicity0.002412796
Low Tox 0.09351514 Low Con 0.248
Aug 25, 2025 Why Canadians Are Turning Against …
all the left-wing parties do exactly the same thing: bring in lots of people, manipulate election, and claim more control. they are all the same. Look what happened in Europe, UK, Australia, NewZealand, and UsA. …
all the left-wing parties do exactly the same thing: bring in lots of people, manipulate election, and claim more control. they are all the same. Look what happened in Europe, UK, Australia, NewZealand, and UsA. Canadian people, wake up, Vote Conservatives, Save Canada.
Identity Attack0.029144434
Insult0.032689095
Profanity0.011184863
Threat0.0067834044
Severe Toxicity0.0015544891
Low Tox 0.0926474 Moderate Con 0.388 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
IT FOR LIBERALS VOTES THEY ALLOW THIS
IT FOR LIBERALS VOTES THEY ALLOW THIS
Identity Attack0.026007013
Insult0.024640027
Profanity0.01982715
Threat0.008026198
Severe Toxicity0.0032615662
Low Tox 0.0926474 Low Con 0.154 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada voted for Liberals for the 10th time in a row now... then they complain about liberal policies. If you want conservartive politiks then vote for them 😂😂
Canada voted for Liberals for the 10th time in a row now... then they complain about liberal policies. If you want conservartive politiks then vote for them 😂😂
Identity Attack0.017967897
Insult0.033019636
Profanity0.015967157
Threat0.0066086366
Severe Toxicity0.001783371
Low Tox 0.091913216 Low Con 0.264 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Peope dont realise this but there is no stopping immigration in Canada. The stock market anticipates huge immigration as it is the only feasible path towards growing corporate profits. If we dont have huge immmigration, …
Peope dont realise this but there is no stopping immigration in Canada. The stock market anticipates huge immigration as it is the only feasible path towards growing corporate profits. If we dont have huge immmigration, the purchasing power of boomers, derived from a booming market and real estate market, will lead to massive inflation as labor shortages occur. There is nothing we can do to stop this. Boomers are going to vote Liberal and liberals will continue to flood the country with third world immigrants who cook, clean, drive, caretake, etc. Millenials and gen Z are the ones who will never own a home or start a family. And ironically the low birth rate will lead to even more immigration. I suspect that Canada will be primarily asian and african by 2060.
Identity Attack0.026007013
Insult0.033239998
Profanity0.0147374235
Threat0.0077284453
Severe Toxicity0.0020217896
Low Tox 0.091913216 Constructive 0.614 Economic_Argument
Jun 21, 2025 How Canada broke its immigration …
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. …
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. We need ice north of the border. Please.
Identity Attack0.02721288
Insult0.02657372
Profanity0.011219022
Threat0.009618527
Severe Toxicity0.002708435
Low Tox 0.08795626 Moderate Con 0.481 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Now they are fed up when at least half the country voted, them in for voting in Mark carney
Now they are fed up when at least half the country voted, them in for voting in Mark carney
Identity Attack0.0055496786
Insult0.03257891
Profanity0.019348921
Threat0.0072106146
Severe Toxicity0.0016117096
Low Tox 0.08716487 Low Con 0.263
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
So....nothing that actually puts real dollars in canadians pockets. Surprise Surprise. Keep voting liberal!
So....nothing that actually puts real dollars in canadians pockets. Surprise Surprise. Keep voting liberal!
Identity Attack0.026207991
Insult0.032138187
Profanity0.012107162
Threat0.0062849927
Severe Toxicity0.0015544891
Low Tox 0.08637348 Low Con 0.164 Economic_Argument
Jan 15, 2026 Canada’s new rules in 2026
Will somebody please put out a no confidence vote on Kearney so that we can get him out of power and bring Canada back to what it was
Will somebody please put out a no confidence vote on Kearney so that we can get him out of power and bring Canada back to what it was
Identity Attack0.006437627
Insult0.032028005
Profanity0.011253181
Threat0.009307829
Severe Toxicity0.0016021729
Low Tox 0.085582085 Moderate Con 0.329
Aug 26, 2025 Why Canadians Are Turning Against …
Why u guys keeping voting in liberals???
Why u guys keeping voting in liberals???
Identity Attack0.029402243
Insult0.023093075
Profanity0.01535229
Threat0.007249452
Severe Toxicity0.0020980835
Low Tox 0.081625134 Low Con 0.268 Question
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Just keep voting LIBERAL nothing will change with them in power.
Just keep voting LIBERAL nothing will change with them in power.
Identity Attack0.025404079
Insult0.026315894
Profanity0.013029462
Threat0.008815889
Severe Toxicity0.0018787384
Low Tox 0.08083374 Low Con 0.166
Aug 25, 2025 Why Canadians Are Turning Against …
Because the liberals allow it. Corporations love the influx of cheap disposable labor. Best part is that so many people have this idea that voting liberal is voting for The Good Guys. Feels so good …
Because the liberals allow it. Corporations love the influx of cheap disposable labor. Best part is that so many people have this idea that voting liberal is voting for The Good Guys. Feels so good to virtue signal and then complain how you struggle to feed your kids while corporations have been making record profits year after year.
Identity Attack0.01274247
Insult0.032468732
Profanity0.012073003
Threat0.0062914654
Severe Toxicity0.0013160706
Low Tox 0.08083374 Moderate Con 0.376 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberals just basically trying to get all the votes in. That's why. These people will never vote conservative.
Liberals just basically trying to get all the votes in. That's why. These people will never vote conservative.
Identity Attack0.034816213
Insult0.026831545
Profanity0.013849284
Threat0.0077284453
Severe Toxicity0.0016880035
Low Tox 0.08004235 Low Con 0.279 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Importing votes. Hthe Laurentian Libetal elites don't have to live with the consequences, secure in their gated Canadian communites and Florida/Arizona condos.
Importing votes. Hthe Laurentian Libetal elites don't have to live with the consequences, secure in their gated Canadian communites and Florida/Arizona condos.
Identity Attack0.028016793
Insult0.030375287
Profanity0.012107162
Threat0.007301235
Severe Toxicity0.0019454956
Low Tox 0.08004235 Low Con 0.17 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
The liberals recognized that professional skilled immigrants tend to vote conservative.
The liberals recognized that professional skilled immigrants tend to vote conservative.
Identity Attack0.053854458
Insult0.023866551
Profanity0.0138151245
Threat0.006647474
Severe Toxicity0.0015735626
Low Tox 0.079250954 Low Con 0.201 Unverified_Claim
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Canadians didn't vote for liberals. Immigrants voted for liberals
Canadians didn't vote for liberals. Immigrants voted for liberals
Identity Attack0.054763943
Insult0.021288296
Profanity0.011970525
Threat0.0061749537
Severe Toxicity0.0014877319
Low Tox 0.079250954 Moderate Con 0.313
Sep 7, 2025 Why Canadians Are Turning Against …
Then stop voting lieberals and vote conservative it's that simple guys carney has until about april next year and there will be a non confidence vote then we can finally get these lieberals out of …
Then stop voting lieberals and vote conservative it's that simple guys carney has until about april next year and there will be a non confidence vote then we can finally get these lieberals out of here we were literally 8k votes off in close ridings to win a conservative minority with how the polls are 41% conservative vs 39% lieberals that would be 172 seats for the conservative just barely a majority and carney is falling just as fast as trudope.
Identity Attack0.0076215584
Insult0.033901088
Profanity0.017367685
Threat0.006815769
Severe Toxicity0.0015544891
Low Tox 0.07845957 Constructive 0.525
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
People voted to keep liberals, so deal with it !😊
People voted to keep liberals, so deal with it !😊
Identity Attack0.0233943
Insult0.026831545
Profanity0.013712646
Threat0.008582866
Severe Toxicity0.0020599365
Low Tox 0.07687678 Low Con 0.229 Identity_Assertion
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
No one can find a job . People who voted liberal for the handout in Ontario are moving to alberta taking our jobs! Our infrastructure cant handle the growth !
No one can find a job . People who voted liberal for the handout in Ontario are moving to alberta taking our jobs! Our infrastructure cant handle the growth !
Identity Attack0.015958117
Insult0.031807642
Profanity0.0113727385
Threat0.006084333
Severe Toxicity0.0013828278
Low Tox 0.07371122 Moderate Con 0.476
Jun 19, 2025 6 likes How Canada broke its immigration …
The Liberals will do nothing those are their votes
The Liberals will do nothing those are their votes
Identity Attack0.026408968
Insult0.023028618
Profanity0.016172111
Threat0.0077672824
Severe Toxicity0.0016117096
Low Tox 0.069754265 Low Con 0.164
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
It does work… In the end, after 10 years, the liberals won again. I don’t see any reason for them to change their ways if it brings them success in our democracy. The new immigrants …
It does work… In the end, after 10 years, the liberals won again. I don’t see any reason for them to change their ways if it brings them success in our democracy. The new immigrants make a powerful voting block and as your numbers increase, their power will also increase… And I do think Canada is a very attractive destination, given all the government subsidies… Healthcare, dental care, child care, Pharma care… Subsidized, housing… To say nothing of the special refugee and immigrant programs…
Identity Attack0.030175667
Insult0.027841117
Profanity0.015557245
Threat0.0067316215
Severe Toxicity0.001964569
Low Tox 0.069754265 Constructive 0.68 Policy_Critique
Jun 20, 2025 How Canada broke its immigration …
Yeah, that means nothing. Rules don’t apply to illegal Liberal votes.
Yeah, that means nothing. Rules don’t apply to illegal Liberal votes.
Identity Attack0.032753747
Insult0.024382202
Profanity0.012585391
Threat0.006440342
Severe Toxicity0.0013160706
Low Tox 0.06896287 Low Con 0.179
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
india warned them not to allow because of the khalistan, but for votes Justin Trudeau did things
india warned them not to allow because of the khalistan, but for votes Justin Trudeau did things
Identity Attack0.050443888
Insult0.02122384
Profanity0.012995303
Threat0.007935578
Severe Toxicity0.0019073486
Low Tox 0.06896287 Low Con 0.218 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
6:05 culture starts at the top.. we voted four times for leadership that doesn’t believe “Canadian” is a valid identity
6:05 culture starts at the top.. we voted four times for leadership that doesn’t believe “Canadian” is a valid identity
Identity Attack0.04332388
Insult0.022061773
Profanity0.010621235
Threat0.0062849927
Severe Toxicity0.0015830994
Low Tox 0.06896287 Low Con 0.285
Sep 9, 2025 3 likes Why Canadians Are Turning Against …
I do not blame the immigrants, most immigrants didn’t come crossing the border illegally the government brought them and there’s no integration system whatsoever so again Canadians voted for the same government- so it seems …
I do not blame the immigrants, most immigrants didn’t come crossing the border illegally the government brought them and there’s no integration system whatsoever so again Canadians voted for the same government- so it seems like Canadians are happy with this.
Identity Attack0.051353373
Insult0.019547975
Profanity0.010501678
Threat0.006162008
Severe Toxicity0.0014972687
Low Tox 0.06817148 Constructive 0.55
Aug 25, 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.