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 all of Canada …" 6,088 comments · Page 118 of 244
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of …
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of people asking for CBC to be defunded, now I'll pray for it everyday. CBC is a highly anti Canadians television.
Identity Attack0.24462871
Insult0.123407245
Profanity0.016889455
Threat0.009540852
Severe Toxicity0.005607605
Low Tox 0.25462922 Constructive 0.516 Fear_Threat
Jan 16, 2026 2.9 million Canadian temporary visas …
Canada is formed from mass immigration peroid
Canada is formed from mass immigration peroid
Identity Attack0.22707681
Insult0.09563028
Profanity0.03389629
Threat0.008505191
Severe Toxicity0.0073623657
Low Tox 0.25462922 Low Con 0.25 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Indian enter in Canada proper channel with government permission What about refugees 😂😂
Indian enter in Canada proper channel with government permission What about refugees 😂😂
Identity Attack0.2869935
Insult0.06722072
Profanity0.023721304
Threat0.00713294
Severe Toxicity0.006980896
Low Tox 0.25462922 Low Con 0.182 Question
Feb 24, 2026 Inside Canada's Indian Invasion...
I cam to Canada 43 years ago I went to school here I grow I had kids here Canada was a complete different country these Indians came and changed our Canadian culture they have no …
I cam to Canada 43 years ago I went to school here I grow I had kids here Canada was a complete different country these Indians came and changed our Canadian culture they have no respect or manners something really needs to done thank you
Identity Attack0.2949366
Insult0.086852804
Profanity0.022286616
Threat0.007819066
Severe Toxicity0.010223389
Low Tox 0.25462922 Constructive 0.617 Identity_Assertion
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
If the liberal government was bringing in engineers and doctors and their families, it'd be one thing.But they're not, they're shipping in criminals from other countries.These other countries are emptying their jails of the criminals.And …
If the liberal government was bringing in engineers and doctors and their families, it'd be one thing.But they're not, they're shipping in criminals from other countries.These other countries are emptying their jails of the criminals.And bringing them the canada and the liberals don't care as long as they vote for them.And cheat in the election, that's the bottom line!
Identity Attack0.08831879
Insult0.21368977
Profanity0.017572641
Threat0.009463178
Severe Toxicity0.004749298
Low Tox 0.25462922 Moderate Con 0.306 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
What a disgrace to Canada and its history.
What a disgrace to Canada and its history.
Identity Attack0.084182754
Insult0.17734702
Profanity0.015454767
Threat0.0072882893
Severe Toxicity0.004425049
Low Tox 0.25462922 Low Con 0.299
Jan 27, 2026 Inside Canada's Indian Invasion...
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)
Canadians, why are you angry? You don't want to have children, and besides, Canada brought in Indians because they are smart in the field of technology. This isn't an attack on Indians, but it's the …
Canadians, why are you angry? You don't want to have children, and besides, Canada brought in Indians because they are smart in the field of technology. This isn't an attack on Indians, but it's the truth.
Identity Attack0.2854555
Insult0.07428485
Profanity0.019485557
Threat0.009048914
Severe Toxicity0.0059509277
Low Tox 0.25462922 Constructive 0.527 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If Canadians don't do anything to save Canada, soon we will have cows roaming our streets
If Canadians don't do anything to save Canada, soon we will have cows roaming our streets
Identity Attack0.22707681
Insult0.1087965
Profanity0.027683776
Threat0.03235042
Severe Toxicity0.008392334
Low Tox 0.25462922 Low Con 0.207 Fear_Threat
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
They shall be removed from Canada. Diploma mill schools are still widely open and running. Absolutely everyone knows it’s India and china. DO SOMETHING!!!!!!!!!!!’
They shall be removed from Canada. Diploma mill schools are still widely open and running. Absolutely everyone knows it’s India and china. DO SOMETHING!!!!!!!!!!!’
Identity Attack0.23922618
Insult0.06459839
Profanity0.02119352
Threat0.08703069
Severe Toxicity0.011978149
Low Tox 0.25462922 Low Con 0.156
Sep 30, 2025 IRCC Names India in Study …
Mark Miller’s un vetted migrants have increased crime in Canada antisemitism and radical ideology in schools
Mark Miller’s un vetted migrants have increased crime in Canada antisemitism and radical ideology in schools
Identity Attack0.23011416
Insult0.100019015
Profanity0.013678487
Threat0.008556974
Severe Toxicity0.0050354004
Low Tox 0.2540519 Low Con 0.22 Unverified_Claim
Jun 18, 2025 2 likes How Canada broke its immigration …
There are very few legitimate "War Refugees" in Canada. Most of these people are economic migrants using our system against us. Why does our government favor foreigners over our own people? Seriously, I would like …
There are very few legitimate "War Refugees" in Canada. Most of these people are economic migrants using our system against us. Why does our government favor foreigners over our own people? Seriously, I would like to know. Everything the Liberal Party Mafia does is punishment for people for being Canadian.
Identity Attack0.25647953
Insult0.12702756
Profanity0.017436003
Threat0.010835429
Severe Toxicity0.005569458
Low Tox 0.2540519 Constructive 0.505 Unverified_Claim
Feb 27, 2026 10 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
This is the canada all these prideful canadians are so proud i guess lol. Whats the point of being soverign when you can't control your borders, your economy, your milltary or anything a sovereign nation …
This is the canada all these prideful canadians are so proud i guess lol. Whats the point of being soverign when you can't control your borders, your economy, your milltary or anything a sovereign nation is suppost to do? Our border is unguarded along america allowing illegal migrants who come to our countries from around the world to sneak into the usa or sneak into Canada, 73% of all our exports go to the usa, usa is no longer rather our boss, all these prideful canadians dont realize that our whole economy hinges on america lol, russia and china have been investing in making milltary bases in the artic, if we dont secure our artic then the usa will do it for us, but if that happens then who will really own the artic?
Identity Attack0.18705739
Insult0.15769513
Profanity0.048175167
Threat0.008285114
Severe Toxicity0.008621216
Low Tox 0.2540519 Moderate Con 0.427 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I guess canada belongs to indians now❤
I guess canada belongs to indians now❤
Identity Attack0.2831485
Insult0.06634661
Profanity0.037904397
Threat0.0084793
Severe Toxicity0.009307861
Low Tox 0.2540519 Moderate Con 0.304 Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
it is a cultural genocide and Canada isnt the only one. Europe and Australia is next up. America is already gone. thank you politicians
it is a cultural genocide and Canada isnt the only one. Europe and Australia is next up. America is already gone. thank you politicians
Identity Attack0.14233272
Insult0.076819435
Profanity0.017504321
Threat0.038911607
Severe Toxicity0.0073623657
Low Tox 0.2540519 Low Con 0.293 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Somebody in canada is making money trafficking innocent people from third world countries
Somebody in canada is making money trafficking innocent people from third world countries
Identity Attack0.26494437
Insult0.07967083
Profanity0.01982715
Threat0.009023022
Severe Toxicity0.0074005127
Low Tox 0.2540519 Low Con 0.266
Sep 29, 2025 IRCC Names India in Study …
Hoping canada become india capital and usa become Third World
Hoping canada become india capital and usa become Third World
Identity Attack0.23998553
Insult0.082372494
Profanity0.025907494
Threat0.013321015
Severe Toxicity0.01083374
Low Tox 0.2540519 Low Con 0.146 Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm surprised no liberal voters are calling this dude a "racist" because it involves Indians. He is literally interviewing both sides of this issue. In my opinion, if the liberal government stays in power, and …
I'm surprised no liberal voters are calling this dude a "racist" because it involves Indians. He is literally interviewing both sides of this issue. In my opinion, if the liberal government stays in power, and more and more liberal voters use the racism card on people who point out these issues just to make themselves feel like a good person, more and more major cities in Canada will be filled of them who either entered as an international student, or as an asylum seeker. It is not "multiculturalism" or "diversity" if there is only people from one culture coming to Canada? Where are the people from countries like Italy? Germany? Ukraine? Mexico? It is not racist to point out how in very few homes, most notably in Brampton, around 7 or more people live in one house. It is not racist to point out how these Indians need to learn to write and speak proper English. It is not racist to point out how they need to adapt to our civilized way of life here in Canada. It is not racist to point out the rise in crime done by people of Indian descent. It is not racist to point out how, coincidentally, the quality in Tim Hortons has dropped lately, when in a majority of them have workers of Indian descent, which are usually in major cities. How so? The liberal-imposed foreign worker plan, plus a little bit of corporate greed. It is not racist to point out that Indian "international students" are getting their food from food banks, which are supposed to be for the poor, and how some places of work only hire Indians, because they are run by Indians. Why is this discussion even about Indians? Because they make up HUGE majority of people coming to live in Canada. Matter of fact, this does not apply to Indians coming to Canada, but to whoever goes to live in another country. It does not take much out of you to at least adapt to the way of life in which ever country you go to. The conservative party sees this in a way that the liberals do not. Come back to this comment in another 10-20 years when the liberals are still in power. You'll see the difference.
Identity Attack0.27759558
Insult0.110259406
Profanity0.02303812
Threat0.008065036
Severe Toxicity0.005645752
Low Tox 0.2540519 Constructive 0.705
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
What is this one sided, emotionally manipulative BS? "oh no, deporting people who aren't allowed to be here costs money!" Yes. Yes, maintaining our borders costs money. Being in Canada isn't a universal right.
What is this one sided, emotionally manipulative BS? "oh no, deporting people who aren't allowed to be here costs money!" Yes. Yes, maintaining our borders costs money. Being in Canada isn't a universal right.
Identity Attack0.11744241
Insult0.15556364
Profanity0.05268429
Threat0.008414571
Severe Toxicity0.006980896
Low Tox 0.2540519 Constructive 0.511 Policy_Critique
Dec 29, 2025 2 likes Deportations From Canada at Their …
Life has no value in Canada. TAX FARM.
Life has no value in Canada. TAX FARM.
Identity Attack0.18468912
Insult0.113185234
Profanity0.016411226
Threat0.0077672824
Severe Toxicity0.0077438354
Low Tox 0.2540519 Low Con 0.143 Economic_Argument
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
When you start seeing an Indian ice hockey team Canada is in big trouble! 😂🤣😂
When you start seeing an Indian ice hockey team Canada is in big trouble! 😂🤣😂
Identity Attack0.26833034
Insult0.0811385
Profanity0.02167175
Threat0.0091524795
Severe Toxicity0.007019043
Low Tox 0.2540519 Low Con 0.136 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Sad seeing the downfall of America and Canada too. Just look at the countries where all these immigrants come from to see what the end result will be, smh.🤦🏼‍♂️
Sad seeing the downfall of America and Canada too. Just look at the countries where all these immigrants come from to see what the end result will be, smh.🤦🏼‍♂️
Identity Attack0.2772088
Insult0.082372494
Profanity0.024951037
Threat0.008712323
Severe Toxicity0.00667572
Low Tox 0.2540519 Low Con 0.248 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As somebody born and raised in Canada I’ve always said it was kinda of ironic that a country that was founded by colonizing Indians is getting re-colonized by different Indians
As somebody born and raised in Canada I’ve always said it was kinda of ironic that a country that was founded by colonizing Indians is getting re-colonized by different Indians
Identity Attack0.30103904
Insult0.07491849
Profanity0.023106437
Threat0.0072882893
Severe Toxicity0.006752014
Low Tox 0.2540519 Moderate Con 0.445
Sep 18, 2025 51 likes Inside Canada's Indian Metropolis (Brampton)
Trudeau let every Tom, Dick & Harry from every flea bitten country on the planet into Canada and now we have problems .Now Trudeau quits takes his 7 million dollar pension and says i created …
Trudeau let every Tom, Dick & Harry from every flea bitten country on the planet into Canada and now we have problems .Now Trudeau quits takes his 7 million dollar pension and says i created the problem now let the next guy fix it.
Identity Attack0.08252834
Insult0.16846494
Profanity0.089693464
Threat0.008945347
Severe Toxicity0.0090789795
Low Tox 0.2540519 Low Con 0.238
Jun 23, 2025 How Canada broke its immigration …
Because they know it's way easier to go and infest canada over ANY country in the world thats not considered 3rd world.
Because they know it's way easier to go and infest canada over ANY country in the world thats not considered 3rd world.
Identity Attack0.19100772
Insult0.09563028
Profanity0.030639706
Threat0.05559385
Severe Toxicity0.0104522705
Low Tox 0.2540519 Low Con 0.168 Fear_Threat
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.