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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: "Vote liberal" 326 comments · Page 10 of 14
Canadians can't afford to have babies. I don't know what makes the government or the immigrants they bring in think that, after the free government stipends and support ends, theyll be able to afford to …
Canadians can't afford to have babies. I don't know what makes the government or the immigrants they bring in think that, after the free government stipends and support ends, theyll be able to afford to have babies. They won't. They'll be in the same position most Canadians are in: working their life away to pay their bills, and having the government take half their income in the form of taxes in order to pay for all the NEW immigrants who arrive. I'm guessing that's partly why a lot of new immigrants are leaving Canada shortly after they arrive: they were sold a fairy tale that no longer exists, and probably won't exist again until Canadians wake up and vote out the Liberal party.
Identity Attack0.08087392
Insult0.035333443
Profanity0.015010698
Threat0.007353018
Severe Toxicity0.0032043457
Low Tox 0.112540044 Constructive 0.594
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Canadian immigration is a vote factory , liberals handing out free money so they vote for who pays them
Canadian immigration is a vote factory , liberals handing out free money so they vote for who pays them
Identity Attack0.06294931
Insult0.033901088
Profanity0.012107162
Threat0.0064015044
Severe Toxicity0.0020313263
Low Tox 0.11212669 Low Con 0.116
Dec 26, 2025 1 likes Deportations From Canada at Their …
The massive majority of Indians I've met in Canada have been absolutely kind. I have no ill will for the people. I do have ill will for our liberal government though. There's just too many …
The massive majority of Indians I've met in Canada have been absolutely kind. I have no ill will for the people. I do have ill will for our liberal government though. There's just too many people coming in at once. In 2025 we had 415,000 new permanent residences. 2024 it was 425,000. The liberal government said they were going to lower immigration and they didn't. They gutted the international student program but they kept the influx of permanent residences coming in because they're not done buying votes.
Identity Attack0.07508347
Insult0.03885912
Profanity0.020510335
Threat0.007598988
Severe Toxicity0.0028038025
Low Tox 0.11202335 Constructive 0.75 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
true canadians did not vote for liberals,, the mass gimmigrants did,, they are magority now,, trudeau and carney put them in for votes,, and paid for them to come,,
true canadians did not vote for liberals,, the mass gimmigrants did,, they are magority now,, trudeau and carney put them in for votes,, and paid for them to come,,
Identity Attack0.06294931
Insult0.035774168
Profanity0.012107162
Threat0.0069905366
Severe Toxicity0.0023078918
Low Tox 0.11202335 Low Con 0.218
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
And you Canadians are still gonna vote Liberal. Smh
And you Canadians are still gonna vote Liberal. Smh
Identity Attack0.06567776
Insult0.030816011
Profanity0.0157622
Threat0.0068999166
Severe Toxicity0.0026512146
Low Tox 0.11088664 Low Con 0.184 Call_To_Action
Jan 21, 2026 Canada’s new rules in 2026
Everyone who voted for the liberal government did vote for mass immigration.
Everyone who voted for the liberal government did vote for mass immigration.
Identity Attack0.0543092
Insult0.028281843
Profanity0.014839902
Threat0.006543908
Severe Toxicity0.0020217896
Low Tox 0.11088664 Low Con 0.247
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Unfortunately, these problems will never end as the voting populous wants liberals in power. The old Canada will never return
Unfortunately, these problems will never end as the voting populous wants liberals in power. The old Canada will never return
Identity Attack0.051580742
Insult0.0350029
Profanity0.011782649
Threat0.007935578
Severe Toxicity0.002040863
Low Tox 0.10913446 Low Con 0.243 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
India 2.0 and Canadians voted for this (Liberals).
India 2.0 and Canadians voted for this (Liberals).
Identity Attack0.057037655
Insult0.032909457
Profanity0.014498309
Threat0.006874025
Severe Toxicity0.0030517578
Low Tox 0.10870059 Low Con 0.29 Fear_Threat
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Tell it to the people who voted for the Liberal, Mark Carney will magically made Canada great again, elbows up! 🤣🤣🤣🤣
Tell it to the people who voted for the Liberal, Mark Carney will magically made Canada great again, elbows up! 🤣🤣🤣🤣
Identity Attack0.015053716
Insult0.039737478
Profanity0.019485557
Threat0.007340072
Severe Toxicity0.002784729
Low Tox 0.10783285 Low Con 0.233 Humor_Satire
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Mark my words, many will stay illegally, and the Liberals will create a program so they can normalize their statuses, and give them permanent residency. Then they'll be voting in Canadian elections when they become …
Mark my words, many will stay illegally, and the Liberals will create a program so they can normalize their statuses, and give them permanent residency. Then they'll be voting in Canadian elections when they become Canadian citizens, they is how they take our country from us. This was always their plan.
Identity Attack0.06249457
Insult0.030044744
Profanity0.011782649
Threat0.007301235
Severe Toxicity0.0024604797
Low Tox 0.10783285 Moderate Con 0.34
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
The ONLY reason why the liberals won is because the immigrants were the ones who voted for them and it shows that there’s practically more immigrants in this country than there is Canadians
The ONLY reason why the liberals won is because the immigrants were the ones who voted for them and it shows that there’s practically more immigrants in this country than there is Canadians
Identity Attack0.09576365
Insult0.02373764
Profanity0.0128245065
Threat0.005893383
Severe Toxicity0.0019454956
Low Tox 0.10609736 Moderate Con 0.325 Unverified_Claim
Sep 26, 2025 2 likes Why Canadians Are Turning Against …
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 …
We need Trump to eliminate these problems. The liberals are doing this on purpose to gain votes!
We need Trump to eliminate these problems. The liberals are doing this on purpose to gain votes!
Identity Attack0.020781586
Insult0.027841117
Profanity0.0138151245
Threat0.022853967
Severe Toxicity0.0024032593
Low Tox 0.10175867 Low Con 0.25
Oct 1, 2025 IRCC Names India in Study …
Things will never change here until the Liberal government is gone so stop voting for them .
Things will never change here until the Liberal government is gone so stop voting for them .
Identity Attack0.021987455
Insult0.029714199
Profanity0.014464149
Threat0.010110466
Severe Toxicity0.002193451
Low Tox 0.10089093 Moderate Con 0.319 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
I keep hearing people over fifty voted Liberal. I'm 65 and myself and my many friends voted Conservative. I believe it was rigged. Razor thin margins in favour of the Liberals. Yeah o.k. They used …
I keep hearing people over fifty voted Liberal. I'm 65 and myself and my many friends voted Conservative. I believe it was rigged. Razor thin margins in favour of the Liberals. Yeah o.k. They used Donald, to say most of us changed our minds and wanted to reward the Liberals for their stellar performance over the last ten years. We need change now!
Identity Attack0.018872296
Insult0.036545437
Profanity0.019348921
Threat0.0077284453
Severe Toxicity0.0019550323
Low Tox 0.10045706 Constructive 0.762
Aug 27, 2025 Why Canadians Are Turning Against …
Immigrants overflowing from Bampton into Mississauga and neighbouring areas. Liberals and NDP brought them in to buy votes for a majority win in Canada's elections.
Immigrants overflowing from Bampton into Mississauga and neighbouring areas. Liberals and NDP brought them in to buy votes for a majority win in Canada's elections.
Identity Attack0.056582913
Insult0.02708937
Profanity0.010706633
Threat0.006686311
Severe Toxicity0.0016975403
Low Tox 0.09828771 Moderate Con 0.403
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Ontario you voted for the Liberals, you deserve it.
Ontario you voted for the Liberals, you deserve it.
Identity Attack0.02138452
Insult0.028171662
Profanity0.014395831
Threat0.021300001
Severe Toxicity0.0039482117
Low Tox 0.09828771 Moderate Con 0.379 Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . …
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . On that note the current liberal party is not really liberal and the old voters don’t realize the Conservative Party is much closer to center than the liberals and the liberal left are smart enough to keep them voting . IF A LIBERAL FROM 1960 SHOWED UP IN 2025 HE'D BE CONSIDERED A CONSERVATIVE IF A LIBERAL FROM 2025 SHOWED UP IN 1960 HE'D BE CONSIDERED A DANGEROUS LUNATIC
Identity Attack0.016159095
Insult0.045007613
Profanity0.017162729
Threat0.0070552654
Severe Toxicity0.0020313263
Low Tox 0.09611836 Constructive 0.682 Comparative_Framing
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
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 …
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...
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
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 …

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.