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
Active: "This is ridiculous and so …" 93 comments · Page 1 of 4
Ridiculous
Ridiculous
Identity Attack0.0010097797
Insult0.9474293
Profanity0.0004985354
Threat0.00025186283
Severe Toxicity0.000028537012
Toxic 0.9724851 Insult
Dec 8, 2025 1 likes
That statue is ridiculous take that shit down lol.
That statue is ridiculous take that shit down lol.
Identity Attack0.04203484
Insult0.5270482
Profanity0.86331284
Threat0.020091362
Severe Toxicity0.25624833
Toxic 0.90451443 Low Con 0.241 Insult Humor_Satire
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Look at these clowns . So sh**#*tty and most ridiculous bastards .
Look at these clowns . So sh**#*tty and most ridiculous bastards .
Identity Attack0.1007269
Insult0.8131897
Profanity0.7181329
Threat0.018710058
Severe Toxicity0.35368225
Toxic 0.9029226 Low Con 0.092 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
4:13 who tf is eating poo in India? Like wtf where do these white cockroaches hear these ridiculous claims of information.?
4:13 who tf is eating poo in India? Like wtf where do these white cockroaches hear these ridiculous claims of information.?
Identity Attack0.5983441
Insult0.6099415
Profanity0.5724795
Threat0.060766358
Severe Toxicity0.44969136
Toxic 0.8299589 Low Con 0.218 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
With our ridiculous immigration I can appreciate why other countries would be more concerned.
With our ridiculous immigration I can appreciate why other countries would be more concerned.
Identity Attack0.0035612027
Insult0.6936806
Profanity0.00060427067
Threat0.00023601066
Severe Toxicity0.000009505577
Toxic 0.8226108 Insult
Dec 9, 2025
Way to go stupid evil governments to many of one is by design ridiculous evil bought out bureaucrats and politicians Lord Jesus bring your judgment upon this country it deserves it , Canada is lost
Way to go stupid evil governments to many of one is by design ridiculous evil bought out bureaucrats and politicians Lord Jesus bring your judgment upon this country it deserves it , Canada is lost
Identity Attack0.30256465
Insult0.7775208
Profanity0.2882351
Threat0.016465442
Severe Toxicity0.04666401
Toxic 0.7701451 Low Con 0.172 Insult
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Ridiculous, and our taxes fund how much of this crap?
Ridiculous, and our taxes fund how much of this crap?
Identity Attack0.012139536
Insult0.67735565
Profanity0.4798129
Threat0.008531082
Severe Toxicity0.024678862
Toxic 0.7701451 Low Con 0.282 Insult Economic_Argument
Oct 2, 2025 2 likes IRCC Names India in Study …
I would never want my country too be like india. They are ridiculously dirty and proud
I would never want my country too be like india. They are ridiculously dirty and proud
Identity Attack0.69783735
Insult0.6149945
Profanity0.39409557
Threat0.01698343
Severe Toxicity0.24482845
Toxic 0.7252971 Moderate Con 0.393 Identity Attack Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Liberals ruined everything, it's so pathetic & ridiculous yet Canadians vote liberal or even NDP!
Liberals ruined everything, it's so pathetic & ridiculous yet Canadians vote liberal or even NDP!
Identity Attack0.37292135
Insult0.71027446
Profanity0.14842765
Threat0.009722093
Severe Toxicity0.023076924
Moderate 0.687436 Low Con 0.257 Insult Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
The USA is not the greatest country on earth any more like it’s done it’s a fascist dictatorship where you get shot in the street for not liking a political party. You don’t have free …
The USA is not the greatest country on earth any more like it’s done it’s a fascist dictatorship where you get shot in the street for not liking a political party. You don’t have free healthcare. Your food is ridiculous. Your housing is ridiculous. You don’t have very good Medicaid or Medicare or social programs. Your countries are shit hole. It is not the greatest country on earth at all. Have you seen the best countries on earth? The USA is not in it.
Identity Attack0.49032792
Insult0.5739874
Profanity0.5188411
Threat0.18281023
Severe Toxicity0.2281948
Moderate 0.6544696 Moderate Con 0.362 Insult Comparative_Framing
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
The Trudeau government was in power too long. The number of people they brought in to the country each year was ridiculous at best. Now that there are thousands of imported people who have absconded …
The Trudeau government was in power too long. The number of people they brought in to the country each year was ridiculous at best. Now that there are thousands of imported people who have absconded it will be next to impossible to get them the H out of the country. Nice go'in politically correct Liberal fools.
Identity Attack0.1508922
Insult0.69164425
Profanity0.257327
Threat0.0086087575
Severe Toxicity0.023076924
Moderate 0.6407703 Moderate Con 0.393 Insult
Dec 24, 2025 1 likes Deportations From Canada at Their …
Way too many Indians. If you arrive on the Toronto Pearson Airport, you think you are in INDIA. It is ridiculous. 😢
Way too many Indians. If you arrive on the Toronto Pearson Airport, you think you are in INDIA. It is ridiculous. 😢
Identity Attack0.5689151
Insult0.5935568
Profanity0.17803068
Threat0.010757755
Severe Toxicity0.023411209
Moderate 0.6308517 Moderate Con 0.375 Identity Attack Insult Fear_Threat
Feb 14, 2026 2 likes Inside Canada's Indian Invasion...
Is zero way is it a tragedy that Canada cant take every citizen in the world who wants to move here. Honestly the opinions of the main stream media are ridiculous, why dont we just …
Is zero way is it a tragedy that Canada cant take every citizen in the world who wants to move here. Honestly the opinions of the main stream media are ridiculous, why dont we just pave a golden road for them all and make sure they all have 5 bedroom, 6 washroom houses with 4 car garages and Olympic size swimming pools, now that fact we dont have 7 billion houses like that in Canada with the same amount of farm land and natural land is the real tragedy, wake up and get your head out of your ass
Identity Attack0.10221587
Insult0.57787937
Profanity0.44133487
Threat0.028206514
Severe Toxicity0.05742428
Moderate 0.6308517 Moderate Con 0.42 Insult Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
That is ridiculous guess I'll spend my hard earned vacation money to other countries.
That is ridiculous guess I'll spend my hard earned vacation money to other countries.
Identity Attack0.0011428217
Insult0.5108696
Profanity0.0024140358
Threat0.00015521722
Severe Toxicity0.0000070143587
Moderate 0.62052333 Insult Economic_Argument
Dec 10, 2025
Why are we some damned powerless? “We don’t want to be overconfident”, what a ridiculous statement from someone in authority.
Why are we some damned powerless? “We don’t want to be overconfident”, what a ridiculous statement from someone in authority.
Identity Attack0.025806036
Insult0.5678696
Profanity0.48510036
Threat0.009825659
Severe Toxicity0.02373986
Moderate 0.60311776 Low Con 0.278 Insult Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
In Hinduism we don't say Christianity is bad, Islam is bad, etc and turn a Church into a Temple. Ridiculous.
In Hinduism we don't say Christianity is bad, Islam is bad, etc and turn a Church into a Temple. Ridiculous.
Identity Attack0.5075293
Insult0.5935568
Profanity0.22663295
Threat0.009281937
Severe Toxicity0.023076924
Moderate 0.6027529 Low Con 0.27 Identity Attack Insult Moral_Argument
Jan 17, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous! Why is it that it’s only poopjeets that are being …
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous! Why is it that it’s only poopjeets that are being brought in to take over. Are there no other countries that have refugees that aren’t fleas on the system? The US have black fatigue, well Canada definitely have Hindu fatigue. I’m getting tired of being a second or third class citizen in my own fucking country. Voting to get the Lieberals out will not work, extreme violence is going to be the only way to remove them or Canada will be gone forever. Once that’s accomplished then the mass deportations can start immediately.
Identity Attack0.5135796
Insult0.5678696
Profanity0.5013569
Threat0.031314444
Severe Toxicity0.23224801
Moderate 0.60254884 Constructive 0.545 Identity Attack Insult Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
lol ya cuz they come from India where they all drive like crackheads lol nd that’s not racist go watch an India travel video lol it’s obv an adjustment to them but with that culture …
lol ya cuz they come from India where they all drive like crackheads lol nd that’s not racist go watch an India travel video lol it’s obv an adjustment to them but with that culture a lot of them are gunna think the rules out here are ridiculous
Identity Attack0.5485698
Insult0.5130944
Profanity0.36230123
Threat0.025961896
Severe Toxicity0.16960317
Moderate 0.60152835 Low Con 0.3 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Utterly ridiculous!!!
Utterly ridiculous!!!
Identity Attack0.00932346
Insult0.6099415
Profanity0.22592722
Threat0.00866054
Severe Toxicity0.018578632
Moderate 0.5972042 Low Con 0.242 Insult
Oct 2, 2025 2 likes IRCC Names India in Study …
Michelle Rempel Garner you are an embarrassment - Canada is NOT Trump land show some decorum and treat officials with respect. Some of your questions were ridiculous and simply for show. I worked as a …
Michelle Rempel Garner you are an embarrassment - Canada is NOT Trump land show some decorum and treat officials with respect. Some of your questions were ridiculous and simply for show. I worked as a Senior Advisor in 2 government departments and have been in Parliament many times. You can be an effective politician but don't act like a clown AND by the way I live in Alberta.
Identity Attack0.052490227
Insult0.66500133
Profanity0.10240069
Threat0.007832011
Severe Toxicity0.016706496
Moderate 0.5972042 Constructive 0.671 Insult Meta_Commentary
Oct 1, 2025 IRCC Names India in Study …
But people were mad at Trudeau for reducing student visas 😂 ridiculous
But people were mad at Trudeau for reducing student visas 😂 ridiculous
Identity Attack0.01465176
Insult0.6308392
Profanity0.16078159
Threat0.008414571
Severe Toxicity0.012574885
Moderate 0.5885171 Low Con 0.269 Insult Humor_Satire
Oct 21, 2025 IRCC Names India in Study …
It isn't the Canadian dream anymore, it's ridiculous.
It isn't the Canadian dream anymore, it's ridiculous.
Identity Attack0.2823795
Insult0.61794597
Profanity0.1612468
Threat0.008013252
Severe Toxicity0.018449519
Moderate 0.5885171 Moderate Con 0.307 Insult
Aug 26, 2025 Why Canadians Are Turning Against …
Why are you platforming a bunch of ignorance and hatred and not even fact checking the ridiculous things they say? Doesn't smell good.
Why are you platforming a bunch of ignorance and hatred and not even fact checking the ridiculous things they say? Doesn't smell good.
Identity Attack0.013144426
Insult0.6308392
Profanity0.1589207
Threat0.008129764
Severe Toxicity0.014640691
Moderate 0.5885171 Low Con 0.194 Insult
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
All of these fake colleges that Canada is letting Indians and other immigrants in are absolutely ridiculous. A ridiculous amount of uneducated immigrants from a several countries are coming in as fake students and fake …
All of these fake colleges that Canada is letting Indians and other immigrants in are absolutely ridiculous. A ridiculous amount of uneducated immigrants from a several countries are coming in as fake students and fake asylum claims and Canadians have to suffer as a consequence. These people also take loans and cash out on credit, take cash and run back to their country. The rest of Canadians are left holding the bill. F this libtard government we live in.
Identity Attack0.46028158
Insult0.58196646
Profanity0.2761231
Threat0.01101667
Severe Toxicity0.02449106
Moderate 0.5885171 Moderate Con 0.408 Insult
Sep 30, 2025 IRCC Names India in Study …
IMMIGRATION IS ALSONTO BLAME?? I HAVE NEVER SEEN A COUNTRY, AN INTERNATIONAL STUDENTS , STUDENT VISA CAN BRING THE WHOLE FUCKING FAMILY SUCH AS HUSBAND, CHIKSFEN, MOTHER TO VISIT , ARE ALLOWED TO CANADA TO …
IMMIGRATION IS ALSONTO BLAME?? I HAVE NEVER SEEN A COUNTRY, AN INTERNATIONAL STUDENTS , STUDENT VISA CAN BRING THE WHOLE FUCKING FAMILY SUCH AS HUSBAND, CHIKSFEN, MOTHER TO VISIT , ARE ALLOWED TO CANADA TO STAY HERE?? OH MY GOD, STUDENT VISA, IS A STUDENT VISA, YOU ARE HERE TO STUDY STUDYBSTUDY STUDY, GET THAT CLEAR ON.MIND, STUDY, , , YOU FINISH , GO HOME, GO HOME, GET CERTIFICATE OR DIPLOMA GO HOME,,,,, THE AMOUNT OF MONEY YOU HAD BEEN WORKING AS A STUDENT VISA STUDENT VISA THAT IMMIGRATION CANADA ALLOWED YOU, WHICH IS I THINK, ITS RIDICULOUS, THEY SHOULD NOT ALLOWED TO WORK IN A STUDENT -VISA, THEY CHOOSE CANADA TO STUDY , THEY SHOULD HAVE MONEY TO PAY FOR THEIR APARTMENT, FOOD ( NOT USING FOODBANK), PAY FOR.HEALTHA CARE(.INSTEAD USING UNIVERSAL HEALTH CARE) AND REST OF THEIR FAMILY THEY BROUGHT) ,,,, AS THE WORD ITSELF, STUDENT- VISA, BRING YOUR OWN MONEY, DO NOT USE CANADA AS A PIGGY BANK TO EARN MORE , YOU ARE NOT ALLOWED THAT
Identity Attack0.3817989
Insult0.47357693
Profanity0.4989438
Threat0.025443908
Severe Toxicity0.27908814
Moderate 0.584095 Moderate Con 0.399
Oct 17, 2025 IRCC Names India in Study …

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.