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 536 of 1230
5:50 bro's propaganda failed😂
5:50 bro's propaganda failed😂
Identity Attack0.016862517
Insult0.0806213
Profanity0.06746418
Threat0.01052473
Severe Toxicity0.0074768066
Low Tox 0.2553839 Low Con 0.198 Humor_Satire
Feb 20, 2026 Inside Canada's Indian Invasion...
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it …
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it would take a while. They will need time and patience. Likely their children will be more assimilated if they were young or born there. A lot of immigrants who are white in your country and your history likely took time for them to assimilate. But their children were likely already assimilated. Also, don’t blame the immigrants for the actions of your government. And yes, your country is changing and it happens all the time when you are nation founded by immigrants. For some of you who think the system isn’t working I get that. But for those who find it a problem when they are not white, just say it.
Identity Attack0.28883415
Insult0.083112895
Profanity0.06195303
Threat0.009799767
Severe Toxicity0.008850098
Low Tox 0.2553839 Constructive 0.732 Moral_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
😂 man, the honesty of the white guy in the bike is refreshing, it'll be soo nice if we all can give a honest opinion without anybody getting offended
😂 man, the honesty of the white guy in the bike is refreshing, it'll be soo nice if we all can give a honest opinion without anybody getting offended
Identity Attack0.2774022
Insult0.06858205
Profanity0.07708528
Threat0.012285355
Severe Toxicity0.009422302
Low Tox 0.2553839 Constructive 0.521 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
750k is crazy work 😂😂😂😂😂
750k is crazy work 😂😂😂😂😂
Identity Attack0.006696612
Insult0.08484049
Profanity0.13785136
Threat0.0077284453
Severe Toxicity0.0076293945
Low Tox 0.2553839 Moderate Con 0.347
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
4:11 funniest shet I've heard , as a Indian 😂 Upper class will travel on business class there , buy a mansion or something Middle class would move there legally for job or education They …
4:11 funniest shet I've heard , as a Indian 😂 Upper class will travel on business class there , buy a mansion or something Middle class would move there legally for job or education They don't have to move there illegally Also watching so far , that doesn't look like a foreign country to me , L to Canada
Identity Attack0.19495805
Insult0.082619295
Profanity0.17008601
Threat0.0091524795
Severe Toxicity0.01302678
Low Tox 0.2553839 Moderate Con 0.486 Humor_Satire
Feb 13, 2026 Inside Canada's Indian Invasion...
I saw that there were signs in Canada that advised not to poop on beaches.
I saw that there were signs in Canada that advised not to poop on beaches.
Identity Attack0.01766643
Insult0.07745308
Profanity0.2124067
Threat0.008155655
Severe Toxicity0.008163452
Low Tox 0.2553839 Moderate Con 0.432
Jan 27, 2026 Inside Canada's Indian Invasion...
The polish guy has assimilated quite well - he now looks down upon (other) immigrants , probably just like his parents treated the jews back in poland.
The polish guy has assimilated quite well - he now looks down upon (other) immigrants , probably just like his parents treated the jews back in poland.
Identity Attack0.29798782
Insult0.0777699
Profanity0.0741757
Threat0.009825659
Severe Toxicity0.009841919
Low Tox 0.2553839 Moderate Con 0.444 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Every morning after drinking coffee, I go to the bathroom and give birth to an indian.
Every morning after drinking coffee, I go to the bathroom and give birth to an indian.
Identity Attack0.27991617
Insult0.06407392
Profanity0.07320584
Threat0.026307223
Severe Toxicity0.013091337
Low Tox 0.2553839 Moderate Con 0.319 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indians took visa, kindly make video on how Europeans colonised American continent.
Indians took visa, kindly make video on how Europeans colonised American continent.
Identity Attack0.28034934
Insult0.0638991
Profanity0.06044999
Threat0.01750142
Severe Toxicity0.01083374
Low Tox 0.2553839 Low Con 0.216 Comparative_Framing
Feb 14, 2026 27 likes Inside Canada's Indian Invasion...
Incoming: The Great Wall of Brampton. Berlin Wall was nothing! The cancer must be isolated.
Incoming: The Great Wall of Brampton. Berlin Wall was nothing! The cancer must be isolated.
Identity Attack0.050671257
Insult0.113185234
Profanity0.057443913
Threat0.027170537
Severe Toxicity0.008735657
Low Tox 0.2553839 Low Con 0.157 Fear_Threat
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
In Portugal the government is starting to implement some measures but to be honest we are not noting any difference so far. He started having fraud in our NHS because the public workers were enrolling …
In Portugal the government is starting to implement some measures but to be honest we are not noting any difference so far. He started having fraud in our NHS because the public workers were enrolling illegal immigrants with fake addresses in exchange of money. There lines since 4 AM of portuguese elders in front of the health centers trying to have an appointment with no luck. Someone from the Foreign Affairs Office was envolver in the scheme as well. This is sick and of course members of the governments have to be evolved.
Identity Attack0.14661247
Insult0.23237456
Profanity0.03715288
Threat0.0084793
Severe Toxicity0.005722046
Low Tox 0.2553839 Constructive 0.686 Unverified_Claim
Nov 22, 2025 4 likes Quebec Ends Economic Immigration Program …
Okay so here's the thing I live in Canada and Canadians DO NOT want to work they are getting lazier. Indians and immigrants are keeping our economy functioning. Without them there would be no staff …
Okay so here's the thing I live in Canada and Canadians DO NOT want to work they are getting lazier. Indians and immigrants are keeping our economy functioning. Without them there would be no staff for Walmart and all the min wage jobs. They do need to stop letting them in now tho and use those resources to help the housing crisis.. which is more of a people not wanting to get sober or work hard enough to pay rent crisis. 😂
Identity Attack0.27798235
Insult0.113185234
Profanity0.020578653
Threat0.006925808
Severe Toxicity0.0059509277
Low Tox 0.2553839 Constructive 0.658 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
And not just Brampton all of Ontario and Canada country is destroyed
And not just Brampton all of Ontario and Canada country is destroyed
Identity Attack0.10221587
Insult0.097093195
Profanity0.020373698
Threat0.05688698
Severe Toxicity0.0073623657
Low Tox 0.2553839 Low Con 0.282 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Yes. You are right. All aslym people getting everything very easy. All taxpayers money going to be wasted.
Yes. You are right. All aslym people getting everything very easy. All taxpayers money going to be wasted.
Identity Attack0.28034934
Insult0.08434689
Profanity0.022901481
Threat0.009799767
Severe Toxicity0.006904602
Low Tox 0.2553839 Moderate Con 0.31
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
They arrested the smugglers, wild
They arrested the smugglers, wild
Identity Attack0.057492398
Insult0.123407245
Profanity0.11477985
Threat0.053330876
Severe Toxicity0.010986328
Low Tox 0.2553839 Moderate Con 0.301 Meta_Commentary
Feb 20, 2026 Inside Canada's Indian Invasion...
5:35 look at Tylers face haha
5:35 look at Tylers face haha
Identity Attack0.019575719
Insult0.082866095
Profanity0.10116278
Threat0.027170537
Severe Toxicity0.014317908
Low Tox 0.2553839 Low Con 0.278 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Don’t turn into India Canada
Don’t turn into India Canada
Identity Attack0.28622448
Insult0.076819435
Profanity0.027820412
Threat0.00823333
Severe Toxicity0.008125305
Low Tox 0.2553839 Low Con 0.215 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
come to australia and do something abt our priminester who doesn’t listen to Australians and are having a mass immigration problem and they won’t do anything abt it they take our jobs houses to our …
come to australia and do something abt our priminester who doesn’t listen to Australians and are having a mass immigration problem and they won’t do anything abt it they take our jobs houses to our tax payer money and everything australia is being taken over by immigrants
Identity Attack0.2803029
Insult0.077136256
Profanity0.02023706
Threat0.0086087575
Severe Toxicity0.006980896
Low Tox 0.2553839 Moderate Con 0.42
Jan 27, 2026 Inside Canada's Indian Invasion...
I like the fat dude. He's honest af.
I like the fat dude. He's honest af.
Identity Attack0.08583717
Insult0.16758773
Profanity0.15985115
Threat0.009023022
Severe Toxicity0.007896423
Low Tox 0.2553839 Moderate Con 0.423 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
There is nothing “racist” about not wanting your country to be infiltrated by mass immigration.
There is nothing “racist” about not wanting your country to be infiltrated by mass immigration.
Identity Attack0.2803029
Insult0.07460167
Profanity0.028230323
Threat0.012647836
Severe Toxicity0.008354187
Low Tox 0.2553839 Low Con 0.216 Moral_Argument
Feb 27, 2026 Inside Canada's Indian Invasion...
GOOD!!!! Stop the insanity!! I have been trying for 2 years to get my son (Canadian citizen) and my fiancee up here!! She was denied once because I didnt supply a return ticket in the …
GOOD!!!! Stop the insanity!! I have been trying for 2 years to get my son (Canadian citizen) and my fiancee up here!! She was denied once because I didnt supply a return ticket in the app!! Number 1..my son is a citizen of this country!! I won't shed tears for non-Canadians..sorry!! Close the doors unless there is a direct LINK to Canada! FYI..took 19 months to get my son's citizenship! 18 months!! I had to go through the EXACT same process as everyone who has ZERO connection to this country other than the thought of free money!! Maybe I need to move to Quebec? My fiancee speaks English, French, Spanish AND Italian but still....not admissible! Wrong colour or religion I guess!
Identity Attack0.10221587
Insult0.16989174
Profanity0.032643758
Threat0.009204263
Severe Toxicity0.007209778
Low Tox 0.2553839 Constructive 0.751
Nov 25, 2025 Quebec Ends Economic Immigration Program …
This guy brags about having permanent residence, which is essentially Canadian citizenship, but can't speak English lmao. Brutal policy from the Canadian government.
This guy brags about having permanent residence, which is essentially Canadian citizenship, but can't speak English lmao. Brutal policy from the Canadian government.
Identity Attack0.11976352
Insult0.16480011
Profanity0.035900343
Threat0.010472948
Severe Toxicity0.006980896
Low Tox 0.2553839 Moderate Con 0.345 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport deport
Deport deport
Identity Attack0.13591312
Insult0.061801232
Profanity0.04141149
Threat0.042985857
Severe Toxicity0.013155893
Low Tox 0.2553839 Low Con 0.274
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
I feel bad for the immigrants I work with that didn't scam the system, they are getting the Canadian experience getting boned and taxed for doing the right thing.
I feel bad for the immigrants I work with that didn't scam the system, they are getting the Canadian experience getting boned and taxed for doing the right thing.
Identity Attack0.23239216
Insult0.15982662
Profanity0.06495911
Threat0.008893564
Severe Toxicity0.006828308
Low Tox 0.2553839 Constructive 0.663 Moral_Argument
Nov 21, 2025 1 likes Thousands of refugees allowed into …
When visiting PEI, I was shocked to see that most shops, restaurants was full of Indian people.
When visiting PEI, I was shocked to see that most shops, restaurants was full of Indian people.
Identity Attack0.34974504
Insult0.0670459
Profanity0.041912504
Threat0.007974415
Severe Toxicity0.0075149536
Low Tox 0.2553839 Constructive 0.534 Personal_Narrative
Feb 15, 2026 Inside Canada's Indian Invasion...

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.