Skip to content
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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
30,738 comments · Page 841 of 1230
Welcome to Canindia 🤫
Welcome to Canindia 🤫
Identity Attack0.042550452
Insult0.028502205
Profanity0.04742365
Threat0.010369381
Severe Toxicity0.0065231323
Low Tox 0.091913216 Moderate Con 0.317
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
You should check out Australia and New Zealand. Same thing is happening. Yesterday was Australia's national day "Australia day" but many members of the ruling party only posted messages celebrating Indian nationalism.
You should check out Australia and New Zealand. Same thing is happening. Yesterday was Australia's national day "Australia day" but many members of the ruling party only posted messages celebrating Indian nationalism.
Identity Attack0.06704199
Insult0.020901557
Profanity0.015420608
Threat0.008039144
Severe Toxicity0.0023937225
Low Tox 0.091913216 Constructive 0.563
Jan 27, 2026 Inside Canada's Indian Invasion...
Too bad you can't do anything about it
Too bad you can't do anything about it
Identity Attack0.0038477771
Insult0.024382202
Profanity0.022901481
Threat0.008116818
Severe Toxicity0.0019836426
Low Tox 0.091913216 Low Con 0.256
Aug 25, 2025 Why Canadians Are Turning Against …
Bro the Indian food is so good though, it's worth it bro it's worth it
Bro the Indian food is so good though, it's worth it bro it's worth it
Identity Attack0.05794714
Insult0.020321451
Profanity0.042413518
Threat0.008582866
Severe Toxicity0.00459671
Low Tox 0.091913216 Moderate Con 0.482 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada Love's Asia people
Canada Love's Asia people
Identity Attack0.06749674
Insult0.023221988
Profanity0.025634222
Threat0.0076507707
Severe Toxicity0.0035095215
Low Tox 0.091913216 Moderate Con 0.375
Oct 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Also Church turned into Mosque for Pakistani, Afghans, and Middle Eastern communities.
Also Church turned into Mosque for Pakistani, Afghans, and Middle Eastern communities.
Identity Attack0.10221587
Insult0.020837102
Profanity0.015386449
Threat0.0073789097
Severe Toxicity0.0025749207
Low Tox 0.091913216 Low Con 0.256
Sep 25, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
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 …
This what happening when a nation has rejected their first Christian identity. All of that started in spiritual realm first and after in the natural world. #gobacktochristianity
This what happening when a nation has rejected their first Christian identity. All of that started in spiritual realm first and after in the natural world. #gobacktochristianity
Identity Attack0.08170113
Insult0.017485369
Profanity0.012517073
Threat0.006440342
Severe Toxicity0.0018310547
Low Tox 0.091913216 Low Con 0.256
Oct 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
14:40 is anyone stopping those homeless Canadians from seeking help in these temples?! They seem to be so accepting
14:40 is anyone stopping those homeless Canadians from seeking help in these temples?! They seem to be so accepting
Identity Attack0.053399716
Insult0.024511116
Profanity0.011628932
Threat0.0067445673
Severe Toxicity0.002002716
Low Tox 0.091913216 Moderate Con 0.371
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. …
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. When you let in gobs of just anyone.. you end up with Brampton, Ontario, or Sweden, where foreign nationals have brought their own opinion of how life should be to a previously high trust/well functioning area. Like the opposite of gentrification. Basically slumification, a reduction in trust, an increase in crime, an increase in corruption.. Who would have thought there would one day be new Canadian citizens calling for Sharia Law in Canada? That is when immigration "jumped the shark", and the system needs fixing. And Canada already has the fix: Limit immigration to economically well off migrants who meet the points quota: ie, they are educated and speak english or french. And greatly restrict refugees... we have enough homeless and economically useless people, we do not need more.
Identity Attack0.04203484
Insult0.033019636
Profanity0.015693882
Threat0.0069905366
Severe Toxicity0.0021743774
Low Tox 0.091913216 Constructive 0.614
Jun 19, 2025 2 likes How Canada broke its immigration …
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 …
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 …
I think it’s a rush decision. Canada needs skilled worker to fill labor shortage and should welcome people truly threatened by political persecution. The problem in Canada is treating large amount unskilled economical migrants as …
I think it’s a rush decision. Canada needs skilled worker to fill labor shortage and should welcome people truly threatened by political persecution. The problem in Canada is treating large amount unskilled economical migrants as political asylum seekers.
Identity Attack0.03894114
Insult0.03070583
Profanity0.011970525
Threat0.008362788
Severe Toxicity0.0017356873
Low Tox 0.091913216 Constructive 0.572 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Indian spirituality penetrated western thinking in the 1960s and that was followed by cuisine from India, Pakistan, Bangladesh, Nepal etc. So generally people in the US, Canada, UK, Australia, etc have welcomed people from the …
Indian spirituality penetrated western thinking in the 1960s and that was followed by cuisine from India, Pakistan, Bangladesh, Nepal etc. So generally people in the US, Canada, UK, Australia, etc have welcomed people from the Indian sub-continent. Obviously immigration whether from India or another country needs to be moderated in order to give the immigrants time to adapt to the Canadian way of life
Identity Attack0.09162762
Insult0.02193286
Profanity0.013951761
Threat0.006479179
Severe Toxicity0.0021266937
Low Tox 0.091913216 Constructive 0.623 Comparative_Framing
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Bike guy is keeping it real. He should replace their politicians.
Bike guy is keeping it real. He should replace their politicians.
Identity Attack0.005512681
Insult0.038566336
Profanity0.013849284
Threat0.009023022
Severe Toxicity0.0014972687
Low Tox 0.091913216 Moderate Con 0.361 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
As long as he indian manage to boost the city economy, and don't have any conflict with any other cultures then there won't be too much of a problem.
As long as he indian manage to boost the city economy, and don't have any conflict with any other cultures then there won't be too much of a problem.
Identity Attack0.08170113
Insult0.021417208
Profanity0.019622196
Threat0.008298059
Severe Toxicity0.002708435
Low Tox 0.091913216 Low Con 0.286 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
skilled trades are not elbows up, lol.
skilled trades are not elbows up, lol.
Identity Attack0.0044767405
Insult0.02982438
Profanity0.02795705
Threat0.0074048014
Severe Toxicity0.002155304
Low Tox 0.091913216 Low Con 0.253
Jan 4, 2026 New rules, regulations take effect …
DO NOT REDEEM!
DO NOT REDEEM!
Identity Attack0.003884775
Insult0.025542418
Profanity0.020168742
Threat0.0091524795
Severe Toxicity0.002861023
Low Tox 0.091913216 Low Con 0.161
Jan 27, 2026 Inside Canada's Indian Invasion...
IRRELEVANT. IT IS TIME TO TAKE CARE OF CANADIANS. TRAIN CANADIANS. EDUCATE CANADIANS. ALLOW CANADIANS To BUY HOMES. TIME TO REDUCE IMMIGRATION BY 99% OF ALL COLOURS AND CREEDS UNTIL WE TAKE CARE OF THE …
IRRELEVANT. IT IS TIME TO TAKE CARE OF CANADIANS. TRAIN CANADIANS. EDUCATE CANADIANS. ALLOW CANADIANS To BUY HOMES. TIME TO REDUCE IMMIGRATION BY 99% OF ALL COLOURS AND CREEDS UNTIL WE TAKE CARE OF THE PEOPLE HERE AND SOLVE OUR OWN ISSUES. YOU WANT TO HELP THE WORLD? DO LIKE CHINA AND GIVE THEM LOW INTEREST LOANS TO IMPROVE THEIR OWN COUNTRY.
Identity Attack0.0543092
Insult0.022577424
Profanity0.010706633
Threat0.00780612
Severe Toxicity0.0026893616
Low Tox 0.09112182 Moderate Con 0.362
Dec 27, 2018 How much do refugees and …
PET made our systems far worse across multiple metrics, and Justin hit overdrive on the damage.
PET made our systems far worse across multiple metrics, and Justin hit overdrive on the damage.
Identity Attack0.0034038029
Insult0.032468732
Profanity0.013131939
Threat0.009256045
Severe Toxicity0.0015640259
Low Tox 0.09112182 Moderate Con 0.473 Policy_Critique
Jun 16, 2025 53 likes How Canada broke its immigration …
DUDE I LIVE RIGHT NEXT TO THAT HOME DEPOT
DUDE I LIVE RIGHT NEXT TO THAT HOME DEPOT
Identity Attack0.008953481
Insult0.020772645
Profanity0.032643758
Threat0.010472948
Severe Toxicity0.0040626526
Low Tox 0.09112182 Moderate Con 0.301 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Well they forced the needle and so many doctors have passed away due to the needle which is a bioweapon. Explosion of turbo cancer, clots, other diseases. Done purposely.
Well they forced the needle and so many doctors have passed away due to the needle which is a bioweapon. Explosion of turbo cancer, clots, other diseases. Done purposely.
Identity Attack0.0057346676
Insult0.02373764
Profanity0.017094411
Threat0.012233571
Severe Toxicity0.002670288
Low Tox 0.09112182 Moderate Con 0.403
Sep 8, 2025 Why Canadians Are Turning Against …
পুনজব
পুনজব
Identity Attack0.011543332
Insult0.024897853
Profanity0.0741757
Threat0.010162249
Severe Toxicity0.004634857
Low Tox 0.09112182 Low Con 0.263
Feb 25, 2026 Inside Canada's Indian Invasion...
Aren’t people tired of the ( emotional based argument ) let’s present the cases of foreigners impacted by immigration law . That’s what immigration law is supposed to do it’s supposed to impact foreigners. Then …
Aren’t people tired of the ( emotional based argument ) let’s present the cases of foreigners impacted by immigration law . That’s what immigration law is supposed to do it’s supposed to impact foreigners. Then there is the let’s get people to work cheaper than Canadians do and then wonder why Canadians aren’t taking those jobs . Can Canadians just be concerned about Canadians sometimes ? A. Leftist government would not implement these laws if they were not extremely popular . Let democracy thrive without demonizing people who just want to lead their country in a different direction .
Identity Attack0.03919895
Insult0.03136692
Profanity0.014395831
Threat0.0074048014
Severe Toxicity0.0018692017
Low Tox 0.09112182 Constructive 0.73 Policy_Critique
Feb 14, 2026 Canada's tighter immigration policy divides …
4:20 wut? What city in Canada is dying because it's population is going down? 🤔
4:20 wut? What city in Canada is dying because it's population is going down? 🤔
Identity Attack0.031722516
Insult0.020256994
Profanity0.013234417
Threat0.012699619
Severe Toxicity0.0024604797
Low Tox 0.09112182 Low Con 0.216 Question
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)

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.