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: "When are you people are …" 4,268 comments · Page 97 of 171
People are sick of watching our version of civilization degraded to meet third world standards.
People are sick of watching our version of civilization degraded to meet third world standards.
Identity Attack0.11976352
Insult0.15769513
Profanity0.070942834
Threat0.008026198
Severe Toxicity0.0052261353
Low Tox 0.25727063 Low Con 0.222
Aug 25, 2025 Why Canadians Are Turning Against …
Go to Milwaukee Wisconsin dam near all subways and gas stations are owned by Indian people.
Go to Milwaukee Wisconsin dam near all subways and gas stations are owned by Indian people.
Identity Attack0.2949366
Insult0.07935401
Profanity0.060951006
Threat0.010369381
Severe Toxicity0.011444092
Low Tox 0.25727063 Moderate Con 0.415 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
I could see people jealousy towards Indians
I could see people jealousy towards Indians
Identity Attack0.2831485
Insult0.06512285
Profanity0.08096472
Threat0.0104988385
Severe Toxicity0.008354187
Low Tox 0.2553839 Moderate Con 0.391
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
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 …
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)
It’s extremely sad that our country has become this. Our government hates its native people, we’re disarmed and hurting here
It’s extremely sad that our country has become this. Our government hates its native people, we’re disarmed and hurting here
Identity Attack0.1035157
Insult0.08434689
Profanity0.048175167
Threat0.017846745
Severe Toxicity0.006866455
Low Tox 0.25462922 Moderate Con 0.431
Jan 27, 2026 Inside Canada's Indian Invasion...
Do you think the natives are the white people in canada??
Do you think the natives are the white people in canada??
Identity Attack0.3043136
Insult0.05964688
Profanity0.024541125
Threat0.007197669
Severe Toxicity0.005645752
Low Tox 0.25462922 Low Con 0.298 Question
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
What they don't tell you, is that they're working for or part of, that Indian minority elite oppressing over 1 billion of their own people.....
What they don't tell you, is that they're working for or part of, that Indian minority elite oppressing over 1 billion of their own people.....
Identity Attack0.28034934
Insult0.0818789
Profanity0.021876704
Threat0.016638106
Severe Toxicity0.0064468384
Low Tox 0.25462922 Moderate Con 0.319 Unverified_Claim
Feb 26, 2026 Inside Canada's Indian Invasion...
Agenda to destroy the west and force peopled into communism state run everything.
Agenda to destroy the west and force peopled into communism state run everything.
Identity Attack0.13591312
Insult0.05144889
Profanity0.041912504
Threat0.15276608
Severe Toxicity0.010070801
Low Tox 0.25462922 Low Con 0.097
Jun 19, 2025 2 likes How Canada broke its immigration …
CAINDIANS what these people come here and doing they can't do it in USA
CAINDIANS what these people come here and doing they can't do it in USA
Identity Attack0.27682206
Insult0.07555214
Profanity0.06145202
Threat0.009696201
Severe Toxicity0.0104522705
Low Tox 0.25462922 Low Con 0.213
Aug 26, 2025 Why Canadians Are Turning Against …
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other …
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other language we have to stand firm like sir John a McDonald said
Identity Attack0.27875587
Insult0.082372494
Profanity0.015967157
Threat0.008026198
Severe Toxicity0.008239746
Low Tox 0.25462922 Constructive 0.51
Aug 29, 2025 Why Canadians Are Turning Against …
The agruments are weak. The first settlers who left europe to settle in US was for economical and religious reasons. People should give up their food, personal values, language when they settle in north america? …
The agruments are weak. The first settlers who left europe to settle in US was for economical and religious reasons. People should give up their food, personal values, language when they settle in north america? Well I guess you cannot eat any Jamaican food again. In new york people still are proud of their italian and irish heritage. The problem with Canada is you flooding your country way too fast with immigrants.
Identity Attack0.28034934
Insult0.08582769
Profanity0.015147334
Threat0.007521313
Severe Toxicity0.005264282
Low Tox 0.25462922 Constructive 0.629
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since …
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since those days. How far down you’ll climb for content is sad. Modesto don’t love you like that. Those around you gassing you up, telling you you’re special and you make a difference are lying to you. Find Christ, find a purpose, hit the gym, do something productive. But do something else mad, it’s just sad. You’ve aligned yourself with people who have devious, self serving intentions. Think harder man
Identity Attack0.017867407
Insult0.18107465
Profanity0.07740857
Threat0.010239923
Severe Toxicity0.0075149536
Low Tox 0.25462922 Constructive 0.55 Personal_Narrative
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
DOES ANYONE ASK WHY IMMIGRANTS ARE COMING, IF WESTERN GOVERNMENTS CONTINUE TO DESTABLISE AND WEAKEN OTHER COUNTRIES IN AFRICA AND THE MIDDLE EAST WHY BE SURPRISED IF NORMAL PEOPLE IN THOSE WANT TO SEEK A …
DOES ANYONE ASK WHY IMMIGRANTS ARE COMING, IF WESTERN GOVERNMENTS CONTINUE TO DESTABLISE AND WEAKEN OTHER COUNTRIES IN AFRICA AND THE MIDDLE EAST WHY BE SURPRISED IF NORMAL PEOPLE IN THOSE WANT TO SEEK A BETTER AND MORE STABLE LIFE IN THE WEST. MORAL OF THIS TALE THE WEST NEEDS TO STOP INVADING OTHER COUNTRIES!
Identity Attack0.25647953
Insult0.06889887
Profanity0.022013342
Threat0.010265815
Severe Toxicity0.009117126
Low Tox 0.25462922 Moderate Con 0.364 Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
I think you yt people there should just enjoy the curry and stop complaining.
I think you yt people there should just enjoy the curry and stop complaining.
Identity Attack0.028016793
Insult0.107333586
Profanity0.07676199
Threat0.009981008
Severe Toxicity0.0059127808
Low Tox 0.25462922 Moderate Con 0.356 Humor_Satire
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Well one thing- people who go to another country to start a new life must respect and integrate in their culture. And if they don’t send them back. Also mostly Punjabis and hindu atleast no …
Well one thing- people who go to another country to start a new life must respect and integrate in their culture. And if they don’t send them back. Also mostly Punjabis and hindu atleast no Muslims otherwise they will try to convert Brampton into Brampistan😂
Identity Attack0.2964622
Insult0.0811385
Profanity0.05268429
Threat0.012285355
Severe Toxicity0.0127685545
Low Tox 0.25462922 Moderate Con 0.421 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
As a Brampton resident, these people are ruining the city.
As a Brampton resident, these people are ruining the city.
Identity Attack0.033527173
Insult0.16766082
Profanity0.02249157
Threat0.020954676
Severe Toxicity0.003929138
Low Tox 0.25462922 Moderate Con 0.401 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I would rather have an Indian majority over Somali. Indians are very nice people.
I would rather have an Indian majority over Somali. Indians are very nice people.
Identity Attack0.2839175
Insult0.070482984
Profanity0.06946823
Threat0.020436687
Severe Toxicity0.013478675
Low Tox 0.25462922 Constructive 0.522 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
I'm a native in Canada I don't mind the migrants that worked hard for their citizenship, I love all the white people and migrants that exist here for 100+ years already . The problem is …
I'm a native in Canada I don't mind the migrants that worked hard for their citizenship, I love all the white people and migrants that exist here for 100+ years already . The problem is flaud laws or lack of and migrants forcing their country standards or lack of on us
Identity Attack0.2823795
Insult0.07333439
Profanity0.024677763
Threat0.007365964
Severe Toxicity0.0062179565
Low Tox 0.25462922 Constructive 0.722
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
For all 10 or 20 million people in Canada there are 1500 million in India. Apparently we are doing well. We will better of without this Canadian asylum scam (drugs/ human trafficking business) and student …
For all 10 or 20 million people in Canada there are 1500 million in India. Apparently we are doing well. We will better of without this Canadian asylum scam (drugs/ human trafficking business) and student visa scam. The so called Indian student (black T shirt , beared) in Brampton did not appeared to be well educated. (English) So in effect he was paying ransom of 8K masqueraded as education fees to have right to work in Brampton .
Identity Attack0.27798235
Insult0.15769513
Profanity0.020783609
Threat0.00746953
Severe Toxicity0.00705719
Low Tox 0.25462922 Constructive 0.637
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, …
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, etc. and the complaining of dominating every industry? I’m not sure what angle that is. Maybe the other groups should do better at dominating industries or advocate for businesses to hire other Canadians (equal opportunity employment). And the whole “ cow poop video” Tyler posted is one village in India ; which of course makes Indians collectively look bad and gives way for many of you in the comments to continually perpetuate this idea that Indians are sub-human. And Tyler, word of advice, if you’re going to show parts of the Indian community and Hinduism religion in Canada — at least learn to pronounce words correctly so you don’t sound like a complete idiot.
Identity Attack0.21075934
Insult0.16124763
Profanity0.05268429
Threat0.009359611
Severe Toxicity0.0077819824
Low Tox 0.25462922 Constructive 0.677 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
ICE CANADA NEEDS TO BE ESTABLISHED IMMEDIATELY TO REMOVE THESE PEOPLE.
ICE CANADA NEEDS TO BE ESTABLISHED IMMEDIATELY TO REMOVE THESE PEOPLE.
Identity Attack0.030433474
Insult0.045007613
Profanity0.016411226
Threat0.34804323
Severe Toxicity0.01159668
Low Tox 0.25462922 Low Con 0.126
Oct 2, 2025 IRCC Names India in Study …
Look at all these legal gun owners shooting people. Maybe it is the guns that are the problem.
Look at all these legal gun owners shooting people. Maybe it is the guns that are the problem.
Identity Attack0.008583503
Insult0.030816011
Profanity0.020988565
Threat0.34804323
Severe Toxicity0.009841919
Low Tox 0.25462922 Low Con 0.132 Policy_Critique
Feb 24, 2026 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.