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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

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Active: "And the liberals will do …" 1,410 comments · Page 45 of 57
Give The West a Real reason to stay in this Bad Marriage and I will Listen, But they Can't. Please Note that the first 4 Premiers in Both Alberta and Saskatchewan AT 1905 were Liberals …
Give The West a Real reason to stay in this Bad Marriage and I will Listen, But they Can't. Please Note that the first 4 Premiers in Both Alberta and Saskatchewan AT 1905 were Liberals and that Explains So Much about the Bad Marriage from the beginning...
Identity Attack0.016862517
Insult0.03489272
Profanity0.012892825
Threat0.0064985976
Severe Toxicity0.0015830994
Low Tox 0.09525062 Moderate Con 0.446 Identity_Assertion
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Liberal government needs to go, just that simple!
Liberal government needs to go, just that simple!
Identity Attack0.021083053
Insult0.028502205
Profanity0.016137952
Threat0.00951496
Severe Toxicity0.0022506714
Low Tox 0.09481675 Low Con 0.15 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Nothing will happen ! Thank you Liberals !
Nothing will happen ! Thank you Liberals !
Identity Attack0.025605056
Insult0.030044744
Profanity0.012961143
Threat0.007754337
Severe Toxicity0.0024032593
Low Tox 0.09438288 Low Con 0.175 Policy_Critique
Feb 20, 2026 Canadian immigration officers investigating hundreds …
all 2.9 million of them will stay without proper papers, thanks to the liberals
all 2.9 million of them will stay without proper papers, thanks to the liberals
Identity Attack0.022590388
Insult0.028392024
Profanity0.012722028
Threat0.0071588317
Severe Toxicity0.0013923645
Low Tox 0.09438288 Low Con 0.196 Unverified_Claim
Jan 16, 2026 2 likes 2.9 million Canadian temporary visas …
Are there really any competent Liberal ministers?
Are there really any competent Liberal ministers?
Identity Attack0.008657498
Insult0.045593183
Profanity0.013268576
Threat0.006097279
Severe Toxicity0.0011634827
Low Tox 0.09438288 Low Con 0.237 Question
Feb 26, 2026 177 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
420$😂😂😂😂 thanks you Liberal's 😂
420$😂😂😂😂 thanks you Liberal's 😂
Identity Attack0.027815815
Insult0.030926194
Profanity0.020578653
Threat0.007922632
Severe Toxicity0.0028800964
Low Tox 0.09394901 Low Con 0.283 Humor_Satire
Jan 14, 2026 Canada’s new rules in 2026
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 …
The Liberal master plan is turning Canada into Canadastan
The Liberal master plan is turning Canada into Canadastan
Identity Attack0.04332388
Insult0.028502205
Profanity0.018255826
Threat0.007249452
Severe Toxicity0.0024223328
Low Tox 0.09308127 Low Con 0.151 Fear_Threat
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Liberals won’t do anything, no benefits or jobs they will leave.
Liberals won’t do anything, no benefits or jobs they will leave.
Identity Attack0.031722516
Insult0.029163294
Profanity0.01309778
Threat0.008531082
Severe Toxicity0.0018787384
Low Tox 0.0926474 Low Con 0.143 Policy_Critique
Jan 5, 2026 2 likes Migrants cross into Canada near …
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...
It's not becoming too conservative. It's more on a liberal level. As an immigrant, i see Canada heading down the same road as my country of origin, slowly becoming a "3rd world country." Why is …
It's not becoming too conservative. It's more on a liberal level. As an immigrant, i see Canada heading down the same road as my country of origin, slowly becoming a "3rd world country." Why is the government doing this if they truly loved this country?
Identity Attack0.053854458
Insult0.026960457
Profanity0.01220964
Threat0.0062979385
Severe Toxicity0.0019550323
Low Tox 0.0926474 Constructive 0.568
Aug 25, 2025 28 likes Why Canadians Are Turning Against …
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 …
how the liberals broke it.. change the title
how the liberals broke it.. change the title
Identity Attack0.020178653
Insult0.028942931
Profanity0.017367685
Threat0.008582866
Severe Toxicity0.0018882751
Low Tox 0.091913216 Low Con 0.207 Meta_Commentary
Aug 1, 2025 How Canada broke its immigration …
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...
Liberal policies are responsible to Canada's disasters, but never interested in changing policies to improve Canadians way of life..Government is to work for the people, not for the politicians wallets..
Liberal policies are responsible to Canada's disasters, but never interested in changing policies to improve Canadians way of life..Government is to work for the people, not for the politicians wallets..
Identity Attack0.02238941
Insult0.03665562
Profanity0.010296722
Threat0.006097279
Severe Toxicity0.0012779236
Low Tox 0.091913216 Moderate Con 0.359 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Why isn't CBC and CTV covering the uprising in Europe over illegal immigration. Liberal propaganda machine doesn't want liberal voters seeing what We Europe has become. Coming to Canada soon enough.
Why isn't CBC and CTV covering the uprising in Europe over illegal immigration. Liberal propaganda machine doesn't want liberal voters seeing what We Europe has become. Coming to Canada soon enough.
Identity Attack0.039714564
Insult0.026960457
Profanity0.011543535
Threat0.0077284453
Severe Toxicity0.0019359589
Low Tox 0.09112182 Low Con 0.261
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know …
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know it's not your fault. It's all the Liberal Gov's fault.
Identity Attack0.015757138
Insult0.034451995
Profanity0.012004685
Threat0.007145886
Severe Toxicity0.0016498566
Low Tox 0.09112182 Constructive 0.631
Nov 21, 2025 Quebec Ends Economic Immigration Program …
10 years of Liberals in power, Justin Trudope opened the floodgates.
10 years of Liberals in power, Justin Trudope opened the floodgates.
Identity Attack0.009989422
Insult0.033239998
Profanity0.016957775
Threat0.007573096
Severe Toxicity0.0019359589
Low Tox 0.09112182 Low Con 0.185 Policy_Critique
Dec 19, 2025 1 likes Why Canadians Are Turning Against …
Looks like the liberal gun ban is working
Looks like the liberal gun ban is working
Identity Attack0.012340514
Insult0.015340924
Profanity0.017504321
Threat0.02855184
Severe Toxicity0.003490448
Low Tox 0.09033044 Low Con 0.197 Humor_Satire
Feb 24, 2026 Canadian immigration officers investigating hundreds …
No no no Tyler, not Tim Hortons it's SINGH Hortons. The franchise has been destroyed beyond recognition. Edit: On another note the Liberal Government has got a lot of explaining to do... from behind bars.
No no no Tyler, not Tim Hortons it's SINGH Hortons. The franchise has been destroyed beyond recognition. Edit: On another note the Liberal Government has got a lot of explaining to do... from behind bars.
Identity Attack0.0053276913
Insult0.0314771
Profanity0.01442999
Threat0.009307829
Severe Toxicity0.0014877319
Low Tox 0.08874765 Moderate Con 0.389 Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
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...
These stories don't pass the sniff test. I don't believe the liberals are deporting anyone.
These stories don't pass the sniff test. I don't believe the liberals are deporting anyone.
Identity Attack0.028016793
Insult0.027605021
Profanity0.01579636
Threat0.007935578
Severe Toxicity0.0016498566
Low Tox 0.08795626 Low Con 0.288
Dec 29, 2025 1 likes Deportations From Canada at Their …
The title should read “How The liberals Broke The Canadian Immigration System”
The title should read “How The liberals Broke The Canadian Immigration System”
Identity Attack0.03636306
Insult0.027347196
Profanity0.010996987
Threat0.0073789097
Severe Toxicity0.0014972687
Low Tox 0.08716487 Low Con 0.131 Meta_Commentary
Jun 19, 2025 3 likes How Canada broke its immigration …
This was to stack the deck to keep the liberal communist party in power indefinitely.
This was to stack the deck to keep the liberal communist party in power indefinitely.
Identity Attack0.028628819
Insult0.028392024
Profanity0.017162729
Threat0.008556974
Severe Toxicity0.0020313263
Low Tox 0.08716487 Low Con 0.145
Jun 18, 2025 1 likes How Canada broke its immigration …
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were …
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were given papers to come into Canada in 2016 by none other than this very liberal government. Immigration minister Marc miller who is still a cabinet mp in a different position
Identity Attack0.021786476
Insult0.029273475
Profanity0.011031146
Threat0.0089712385
Severe Toxicity0.0018501282
Low Tox 0.08637348 Moderate Con 0.408 Unverified_Claim
Feb 18, 2026 7 likes Canadian immigration officers investigating hundreds …

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.