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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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30,738 comments · Page 920 of 1230
There's so much diversity in gender on this panel
There's so much diversity in gender on this panel
Identity Attack0.031722516
Insult0.014390918
Profanity0.025634222
Threat0.0072365063
Severe Toxicity0.002193451
Low Tox 0.054284602 Moderate Con 0.434 Meta_Commentary
Oct 2, 2025 IRCC Names India in Study …
Send the Army to Defend they are coming for your Tax Handouts$$$
Send the Army to Defend they are coming for your Tax Handouts$$$
Identity Attack0.0050317086
Insult0.01617693
Profanity0.0128245065
Threat0.020091362
Severe Toxicity0.002746582
Low Tox 0.054284602 Low Con 0.141 Fear_Threat
Jan 5, 2026 2 likes Migrants cross into Canada near …
200 comments in 3 mins lol
200 comments in 3 mins lol
Identity Attack0.0045507364
Insult0.018129934
Profanity0.033144772
Threat0.008453408
Severe Toxicity0.003604889
Low Tox 0.054284602 Moderate Con 0.301
Jan 27, 2026 Inside Canada's Indian Invasion...
lol
lol
Identity Attack0.0042732526
Insult0.01961243
Profanity0.031391226
Threat0.0074436385
Severe Toxicity0.0026893616
Low Tox 0.054284602 Moderate Con 0.496
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
"Slashed targets" is a snow job - don't believe the hype! These new "slashed" numbers near the start of the video are DOUBLE what they were before Justin/liberals took power a decade ago.
"Slashed targets" is a snow job - don't believe the hype! These new "slashed" numbers near the start of the video are DOUBLE what they were before Justin/liberals took power a decade ago.
Identity Attack0.0051427023
Insult0.024640027
Profanity0.013883443
Threat0.0071070488
Severe Toxicity0.0013160706
Low Tox 0.054284602 Low Con 0.196
Jan 3, 2026 29 likes New rules, regulations take effect …
They took over 💯 replacement is real
They took over 💯 replacement is real
Identity Attack0.00776955
Insult0.01929015
Profanity0.037403382
Threat0.00866054
Severe Toxicity0.0032234192
Low Tox 0.054284602 Moderate Con 0.362
Jan 27, 2026 Inside Canada's Indian Invasion...
35 $ per month saved with the tax cut IF I get it 😂😂😂 what a joke
35 $ per month saved with the tax cut IF I get it 😂😂😂 what a joke
Identity Attack0.0012486777
Insult0.025929155
Profanity0.015079016
Threat0.006097279
Severe Toxicity0.0011301041
Low Tox 0.054284602 Low Con 0.283
Jan 13, 2026 Canada’s new rules in 2026
You can't fully blame Trudeau...I also blame this country for electing him 3 times and the LPC a total of 4 consecutive times.
You can't fully blame Trudeau...I also blame this country for electing him 3 times and the LPC a total of 4 consecutive times.
Identity Attack0.0068446035
Insult0.026444806
Profanity0.01041628
Threat0.0066086366
Severe Toxicity0.0013923645
Low Tox 0.054284602 Constructive 0.537 Policy_Critique
Jun 16, 2025 548 likes How Canada broke its immigration …
When you consider what the yearly payouts for propagandist media are, $78 million is pocket change.
When you consider what the yearly payouts for propagandist media are, $78 million is pocket change.
Identity Attack0.0037922803
Insult0.027347196
Profanity0.012722028
Threat0.0060196044
Severe Toxicity0.0007915497
Low Tox 0.054284602 Low Con 0.07 Unverified_Claim
Dec 30, 2025 1 likes Deportations From Canada at Their …
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn …
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn English I follow the rules pay tax respect. in greece same thing happened, and rest of ther Europe (do something or you done)
Identity Attack0.0376521
Insult0.018774498
Profanity0.0118680475
Threat0.0065697995
Severe Toxicity0.0015640259
Low Tox 0.054284602 Constructive 0.601
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Well sir, You can put your finger on the way Indian people do their stuff (Tradition /culture ) but you can never finger out and say they are not patriotic. When it comes to protecting …
Well sir, You can put your finger on the way Indian people do their stuff (Tradition /culture ) but you can never finger out and say they are not patriotic. When it comes to protecting what they love they will be first one on line of defence, Mark my word. We Respect every Countries constitution, and we are hard workers that's why we prosper. Law and Love that's what country's build on. Have a great day.
Identity Attack0.034816213
Insult0.018838953
Profanity0.014156717
Threat0.0071070488
Severe Toxicity0.0016498566
Low Tox 0.054284602 Constructive 0.758 Moral_Argument
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
0:55 wait, how would going to Canada help them get into Switzerland? I'm confused
0:55 wait, how would going to Canada help them get into Switzerland? I'm confused
Identity Attack0.027815815
Insult0.01465692
Profanity0.017504321
Threat0.008077981
Severe Toxicity0.0021076202
Low Tox 0.054284602 Moderate Con 0.321 Question
Feb 5, 2026 Inside Canada's Indian Invasion...
The young people can’t afford to have children because it is so expensive to live.
The young people can’t afford to have children because it is so expensive to live.
Identity Attack0.009175468
Insult0.0151129225
Profanity0.01265371
Threat0.008013252
Severe Toxicity0.0016021729
Low Tox 0.054284602 Low Con 0.226 Economic_Argument
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
A lot of immigrants who had skills in demand, after 5, 10 years decided to go back where they came from due to cost of living vs income. Housing for example in Canada is steep. …
A lot of immigrants who had skills in demand, after 5, 10 years decided to go back where they came from due to cost of living vs income. Housing for example in Canada is steep. Some left for USA, better pay, lower housing costs. Those that do not have skills in demand, having a job, it's pay is worth the cost of living pain.
Identity Attack0.029402243
Insult0.019483518
Profanity0.010911589
Threat0.006770459
Severe Toxicity0.0012779236
Low Tox 0.054284602 Constructive 0.645 Economic_Argument
Feb 16, 2026 1 likes Canada's tighter immigration policy divides …
that guy at 5:00 was mostly talking facts
that guy at 5:00 was mostly talking facts
Identity Attack0.0068446035
Insult0.01890341
Profanity0.02303812
Threat0.007624879
Severe Toxicity0.002193451
Low Tox 0.054284602 Low Con 0.288 Meta_Commentary
Jan 27, 2026 12 likes Inside Canada's Indian Invasion...
How can any Canadian trust CBC, they work for justin.
How can any Canadian trust CBC, they work for justin.
Identity Attack0.014048826
Insult0.02657372
Profanity0.0103992
Threat0.006136116
Severe Toxicity0.0013446808
Low Tox 0.054037213 Low Con 0.209
Dec 25, 2018 How much do refugees and …
I stopped calling the OPP about abandoned boats, trailers, and 20 foot boats full to the brim with over 20 people crossing the St Lawrence, now when I see it I call US border patrol …
I stopped calling the OPP about abandoned boats, trailers, and 20 foot boats full to the brim with over 20 people crossing the St Lawrence, now when I see it I call US border patrol and they actually respond with an actual gun boat.
Identity Attack0.004994711
Insult0.014504919
Profanity0.012312118
Threat0.030969119
Severe Toxicity0.002746582
Low Tox 0.054037213 Constructive 0.577 Personal_Narrative
Jan 29, 2026 4 likes Inside Canada's Indian Invasion...
It takes about 10 yrs to deport someone from Canada.
It takes about 10 yrs to deport someone from Canada.
Identity Attack0.029402243
Insult0.014124917
Profanity0.011150704
Threat0.010783645
Severe Toxicity0.0017261505
Low Tox 0.054037213 Low Con 0.283
Dec 28, 2025 Deportations From Canada at Their …
Only two weeks later they added Russian dubbing 😢
Only two weeks later they added Russian dubbing 😢
Identity Attack0.019374741
Insult0.014732921
Profanity0.022901481
Threat0.009074804
Severe Toxicity0.002670288
Low Tox 0.054037213 Low Con 0.154 Meta_Commentary
Feb 13, 2026 Inside Canada's Indian Invasion...
I no longer believe you CBC!
I no longer believe you CBC!
Identity Attack0.007547563
Insult0.02425329
Profanity0.012892825
Threat0.0071070488
Severe Toxicity0.0016307831
Low Tox 0.054037213 Low Con 0.291
Oct 21, 2018 2 likes How much do refugees and …
ICE ICE BABY 😂
ICE ICE BABY 😂
Identity Attack0.0049577127
Insult0.019547975
Profanity0.027547138
Threat0.008815889
Severe Toxicity0.004425049
Low Tox 0.054037213 Moderate Con 0.372 Humor_Satire
Jan 22, 2026 1 likes 2.9 million Canadian temporary visas …
"How corporate media betrayed the principles of journalism for ratings that massage the political ego of their owner." Is a much more compelling story that has waaay bigger ramifications then the slop you're discussing.
"How corporate media betrayed the principles of journalism for ratings that massage the political ego of their owner." Is a much more compelling story that has waaay bigger ramifications then the slop you're discussing.
Identity Attack0.0027378413
Insult0.028502205
Profanity0.012073003
Threat0.0061296434
Severe Toxicity0.0007534027
Low Tox 0.054037213 Low Con 0.299
Jun 25, 2025 1 likes How Canada broke its immigration …
remember its all on purpose, and they're laughing
remember its all on purpose, and they're laughing
Identity Attack0.004402745
Insult0.018774498
Profanity0.02023706
Threat0.008712323
Severe Toxicity0.001707077
Low Tox 0.054037213 Low Con 0.137 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
And bring there gods too
And bring there gods too
Identity Attack0.021987455
Insult0.015948927
Profanity0.026044132
Threat0.01052473
Severe Toxicity0.0035095215
Low Tox 0.054037213 Moderate Con 0.309 Identity_Assertion
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
Canada's immigration system was and is exactly where the liberals want it, although with less media attention. Carney was Canada's shadow, "unpaid", PM from about 2019 onward and he WANTS the country flooded. He likely …
Canada's immigration system was and is exactly where the liberals want it, although with less media attention. Carney was Canada's shadow, "unpaid", PM from about 2019 onward and he WANTS the country flooded. He likely commissioned the Century Initiative report and he hired the author of it to work for HIM, not Canada. Ever notice that Carney does not ever wear a Canada flag pin on his lapel...he does not believe in countries or borders.
Identity Attack0.01374736
Insult0.025026767
Profanity0.010535837
Threat0.006259101
Severe Toxicity0.0012874603
Low Tox 0.054037213 Constructive 0.544 Unverified_Claim
Feb 17, 2026 34 likes LILLEY UNLEASHED: The fall of …

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.