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: "There has been immigrants in …" 3,653 comments · Page 75 of 147
What absolute tripe, there is no division,ZERO, everyone is in agreement Immigration needs to be controlled. This is why people despise and distrust the media, they just flat out lie to your face, they’ll tell …
What absolute tripe, there is no division,ZERO, everyone is in agreement Immigration needs to be controlled. This is why people despise and distrust the media, they just flat out lie to your face, they’ll tell you what your eyes are seeing and your ears are hearing are not real.
Identity Attack0.06704199
Insult0.15982662
Profanity0.025087673
Threat0.009256045
Severe Toxicity0.0052261353
Low Tox 0.25462922 Moderate Con 0.386 Policy_Critique
Feb 11, 2026 9 likes Canada's tighter immigration policy divides …
As a person living in India, my appeal to the Canadian people is don't let "asylum seekers" from India into your country without proper vetting. Legal migration of skilled labour is one thing you shouldn't …
As a person living in India, my appeal to the Canadian people is don't let "asylum seekers" from India into your country without proper vetting. Legal migration of skilled labour is one thing you shouldn't be looking out for. They're already westernized. What you need to look out for are those that immigrated illegally. Please deport them, honestly. A lot of these self declared asylum seekers are people who've commited serious crimes here in India and running from the Law.
Identity Attack0.2854555
Insult0.08434689
Profanity0.015967157
Threat0.012130005
Severe Toxicity0.008277893
Low Tox 0.25462922 Constructive 0.713
Sep 19, 2025 137 likes Inside Canada's Indian Metropolis (Brampton)
San Francisco gets red state homeless. Canada gets illegal immigrants fleeing Trump.
San Francisco gets red state homeless. Canada gets illegal immigrants fleeing Trump.
Identity Attack0.20680901
Insult0.09416737
Profanity0.015625564
Threat0.009204263
Severe Toxicity0.0048828125
Low Tox 0.25462922 Low Con 0.146 Comparative_Framing
Jul 10, 2025 1 likes How Canada broke its immigration …
Amazing how there has been this massive, coordinated effort to seemingly destroy the West via absurd levels of unchecked immigration from non-western countries, completely destroying the native demographics It's literally erasing what makes the West …
Amazing how there has been this massive, coordinated effort to seemingly destroy the West via absurd levels of unchecked immigration from non-western countries, completely destroying the native demographics It's literally erasing what makes the West great, now every day there's a new video about how it's a gigantic negative for the west, destroying social services, increasing violent and non-violent crime rates to unseen levels It's really surreal and honestly it scares me, and it breaks my heart
Identity Attack0.14661247
Insult0.16480011
Profanity0.058445938
Threat0.025616571
Severe Toxicity0.009994507
Low Tox 0.25462922 Constructive 0.593 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Employers are mad because they are underpaying the immigrants. That’s why they hire them over Canadians. Look at Tim Hortons
Employers are mad because they are underpaying the immigrants. That’s why they hire them over Canadians. Look at Tim Hortons
Identity Attack0.23163283
Insult0.16195811
Profanity0.028093686
Threat0.00780612
Severe Toxicity0.0049591064
Low Tox 0.25462922 Moderate Con 0.358 Economic_Argument
Feb 14, 2026 Canada's tighter immigration policy divides …
Not a word about this in the election from Hot Air Pierre, but now your conservative rag has an opinion since India is no longer funding the election for your man. Not that I disagree …
Not a word about this in the election from Hot Air Pierre, but now your conservative rag has an opinion since India is no longer funding the election for your man. Not that I disagree that immigration in Canada is a broken mess, but now that pp mentioned it this week you’re blowing his horn. 🤔
Identity Attack0.055673428
Insult0.1711343
Profanity0.08710717
Threat0.011249693
Severe Toxicity0.00793457
Low Tox 0.25462922 Moderate Con 0.347 Meta_Commentary
Jun 17, 2025 How Canada broke its immigration …
Taxes and Immigration are just two of the Weapons being used against every Canadian by the Government working in cahoots with greedy and lazy oligopolies in this Country, The Question is; Are we as Canadians …
Taxes and Immigration are just two of the Weapons being used against every Canadian by the Government working in cahoots with greedy and lazy oligopolies in this Country, The Question is; Are we as Canadians being replaced ? Absolutely, and it is best not to pretend that it is not happening. Why is the Government flooding the Country with so many Immigrants at such a rapid pace ? Answer: Immigrants from certain parts of the World on average tend to be superficially obedient and compliant as regards Authoritarian Mechanisms ( social face ) However, they are simply more " skillful " and crafty when it comes to getting things done. They share the same cultures, languages, tribal and other local networks and many times those connections extend internationally. As Canadians, we tend to be highly individualistic, often politically and socially apathetic - in short, we do not have what they have. We are being out-competed and exploited by the very Freedoms we've fought to uphold.
Identity Attack0.12440576
Insult0.19500497
Profanity0.022833163
Threat0.009307829
Severe Toxicity0.0059509277
Low Tox 0.25462922 Constructive 0.636
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Blame the Immigration / government.
Blame the Immigration / government.
Identity Attack0.2783691
Insult0.06372428
Profanity0.020646973
Threat0.011405042
Severe Toxicity0.006904602
Low Tox 0.25462922 Low Con 0.155
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
As a caucasian, its no point complaining because most of the new age kids are playing games, doing weed and staying indoors while the immigrants deliver them pizza... So what is the point of complaining …
As a caucasian, its no point complaining because most of the new age kids are playing games, doing weed and staying indoors while the immigrants deliver them pizza... So what is the point of complaining that you see other colours around when the nation's commerce must go on... The guy saying no taxes doesnt look like our regular tax payer either... Seems to me the only work he does is buying synthetic drugs and sleeping on benches...
Identity Attack0.18313584
Insult0.12521741
Profanity0.018665737
Threat0.009385503
Severe Toxicity0.005340576
Low Tox 0.25462922 Constructive 0.604
Sep 19, 2025 93 likes Inside Canada's Indian Metropolis (Brampton)
When immigrants try to imposed their culture it's called an invasion by immigration
When immigrants try to imposed their culture it's called an invasion by immigration
Identity Attack0.28034934
Insult0.06354945
Profanity0.040409464
Threat0.009100696
Severe Toxicity0.008544922
Low Tox 0.25462922 Moderate Con 0.321 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
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...
A student visa is totally fraud they are just enrolled students for immigration only.
A student visa is totally fraud they are just enrolled students for immigration only.
Identity Attack0.10221587
Insult0.13607834
Profanity0.026727317
Threat0.0065827454
Severe Toxicity0.0038719177
Low Tox 0.2540519 Low Con 0.176 Unverified_Claim
Jan 29, 2026 6 likes Inside Canada's Indian Invasion...
If you aren’t indigenous, YOU ARE ALSO AN IMMIGRANT.
If you aren’t indigenous, YOU ARE ALSO AN IMMIGRANT.
Identity Attack0.25986546
Insult0.0810151
Profanity0.025770858
Threat0.0066215824
Severe Toxicity0.006790161
Low Tox 0.2540519 Low Con 0.29 Moral_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Fix immigration!!! Have a nice flight 😂
Fix immigration!!! Have a nice flight 😂
Identity Attack0.18705739
Insult0.04969218
Profanity0.027273865
Threat0.019746035
Severe Toxicity0.010223389
Low Tox 0.2540519 Low Con 0.264 Humor_Satire
Jan 11, 2026 3 likes Canada’s new rules in 2026
common problem, it exist in all countries, where jealousy fuels hatred. when immigrants become more successful than locals, jealousy creeps in. Then violence.
common problem, it exist in all countries, where jealousy fuels hatred. when immigrants become more successful than locals, jealousy creeps in. Then violence.
Identity Attack0.23770751
Insult0.083112895
Profanity0.02522431
Threat0.019055385
Severe Toxicity0.0064849854
Low Tox 0.2540519 Moderate Con 0.448 Moral_Argument
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
It's time the government started deporting these kinds of people... They opened the doors to Canada for them—well, they didn't really open them, they forced their way in. And all they've done is undervalue the …
It's time the government started deporting these kinds of people... They opened the doors to Canada for them—well, they didn't really open them, they forced their way in. And all they've done is undervalue the work, doing shoddy jobs and charging low wages. They ruin the good work done by others and pay them poorly. They're opportunists. There aren't enough jobs for citizens. They take all the jobs, and companies pay less. The government should be paying attention to that. There are a lot of them undocumented immigrants... and all they've done is increase crime.
Identity Attack0.06567776
Insult0.19734058
Profanity0.026727317
Threat0.013424582
Severe Toxicity0.00705719
Low Tox 0.2540519 Constructive 0.573 Fear_Threat
Feb 20, 2026 Inside Canada's Indian Invasion...
It isn't just immigration our whole system is broken
It isn't just immigration our whole system is broken
Identity Attack0.17925262
Insult0.06337463
Profanity0.047173142
Threat0.008919456
Severe Toxicity0.0075149536
Low Tox 0.2540519 Moderate Con 0.32 Policy_Critique
Feb 27, 2026 17 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I have loved your channel for a while now, but i really do not like how you allowed the racist man in the safety vest to be in this video. I recognize Canada has huge …
I have loved your channel for a while now, but i really do not like how you allowed the racist man in the safety vest to be in this video. I recognize Canada has huge problems with excess immigration and we can't meet the demands we are insinuating we can meet to potential immigrants. I also recognize that there is a a huge problem with Indian students being lured here under false pretences and this issue needs to be exposed. However, I don't think you should have given an openly racist person a platform to share their views and you laughed when they said obviously racist things. He said "I'm as racist as the next person" and you laughed. Sorry but what?! He is normalizing his racism and you are playing along. Just pick a different person to interview. He said "better indians than muslims, africans, etc....." Canada hasn't been around that long relative to other places. This guy came from immigrants like 1-2 generations ago. You probably got a lot of footage to choose from. Why him?
Identity Attack0.20680901
Insult0.16758773
Profanity0.027410502
Threat0.008815889
Severe Toxicity0.0059127808
Low Tox 0.2524482 Constructive 0.805 Moral_Argument
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
The rich have stolen everything and blame the “other”for our problems in order to divide us. They also use immigration to lower wages and dilute the labour pool. In many cases the immigrants have been …
The rich have stolen everything and blame the “other”for our problems in order to divide us. They also use immigration to lower wages and dilute the labour pool. In many cases the immigrants have been lied to and sacrificed for this false opportunity. We all need to fight the big money monopolies that choke us all and make the desperation that leads to hate. As a Canadian I’ll point out that people are people, the Canadians I know don’t treat “Canada”well.
Identity Attack0.2331515
Insult0.15556364
Profanity0.016752819
Threat0.008466354
Severe Toxicity0.005340576
Low Tox 0.2524482 Constructive 0.64
Sep 22, 2025 Why Canadians Are Turning Against …
I'm glad that my family immigrated to the US from Canada. We still have a place up that way in a very rural area and even that is falling apart. The Indians are coming in …
I'm glad that my family immigrated to the US from Canada. We still have a place up that way in a very rural area and even that is falling apart. The Indians are coming in and taking a bunch of businesses and jobs from Canadians and they do not assimilate whatsoever.
Identity Attack0.316
Insult0.07428485
Profanity0.020646973
Threat0.0072106146
Severe Toxicity0.007019043
Low Tox 0.2524482 Constructive 0.685
Jan 27, 2026 Inside Canada's Indian Invasion...
Great info. Those White Canadians who don't like immigrants coming in, please go and ask your elders why they entered India, Canada and many other places. Also did they entered legally and followed the locals …
Great info. Those White Canadians who don't like immigrants coming in, please go and ask your elders why they entered India, Canada and many other places. Also did they entered legally and followed the locals rules and respected their traditions?Additionally, who figured out the navigation of ship routes from Europe to here or India!?
Identity Attack0.29188538
Insult0.06302499
Profanity0.017367685
Threat0.007340072
Severe Toxicity0.005531311
Low Tox 0.2524482 Constructive 0.675
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Its ok have some drugs, get high This immigrant will save your life in hospital. People are fed up because they still get treated, the gap is being filled….
Its ok have some drugs, get high This immigrant will save your life in hospital. People are fed up because they still get treated, the gap is being filled….
Identity Attack0.18002926
Insult0.09563028
Profanity0.021740068
Threat0.010887212
Severe Toxicity0.0059890747
Low Tox 0.2524482 Moderate Con 0.476 Solidarity
Sep 11, 2025 Why Canadians Are Turning Against …
Those responsible to safeguard it does not want illegals to be removed. They are part of the immigration racket.
Those responsible to safeguard it does not want illegals to be removed. They are part of the immigration racket.
Identity Attack0.26155844
Insult0.08459369
Profanity0.016821137
Threat0.013217449
Severe Toxicity0.0065612793
Low Tox 0.2524482 Low Con 0.182 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
First of all stop all these bogus students and asylum seekers, immigration needs to be rationalized. Canada cant save the world if it cant save itself. Unfortunately people need to leave and we need to …
First of all stop all these bogus students and asylum seekers, immigration needs to be rationalized. Canada cant save the world if it cant save itself. Unfortunately people need to leave and we need to limit how many people come here
Identity Attack0.22261032
Insult0.12702756
Profanity0.015864678
Threat0.010550622
Severe Toxicity0.007095337
Low Tox 0.2524482 Moderate Con 0.405
Jan 15, 2026 2.9 million Canadian temporary visas …
Nothing wrong with that. Putting a cap on immigrants is normal.
Nothing wrong with that. Putting a cap on immigrants is normal.
Identity Attack0.27991617
Insult0.059061307
Profanity0.026590679
Threat0.042662576
Severe Toxicity0.008964539
Low Tox 0.2524482 Low Con 0.238
Jan 3, 2026 New rules, regulations take effect …

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.