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 637 of 1230
every tims is only indian
every tims is only indian
Identity Attack0.20088354
Insult0.05262003
Profanity0.05017922
Threat0.00899713
Severe Toxicity0.00793457
Low Tox 0.19599396 Low Con 0.274 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Non will leave we need ice get them all out
Non will leave we need ice get them all out
Identity Attack0.018168874
Insult0.0350029
Profanity0.027000591
Threat0.13815513
Severe Toxicity0.011138916
Low Tox 0.19599396 Low Con 0.288 Call_To_Action
Jan 16, 2026 2.9 million Canadian temporary visas …
The vetting of some of these people is very poor. Also, you do have freeloaders that come to Canada, receive all kinds of aid, and take jobs where they are paid under the table. This …
The vetting of some of these people is very poor. Also, you do have freeloaders that come to Canada, receive all kinds of aid, and take jobs where they are paid under the table. This is equally the fault of their employers and the immigrants.
Identity Attack0.16993292
Insult0.07396803
Profanity0.012687869
Threat0.006330303
Severe Toxicity0.0032234192
Low Tox 0.19599396 Constructive 0.634 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
Massive Deportation Button ———>
Massive Deportation Button ———>
Identity Attack0.08831879
Insult0.03257891
Profanity0.019007329
Threat0.038220957
Severe Toxicity0.0077438354
Low Tox 0.19599396 Low Con 0.229 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
1:43 Why does this gen x think Ryerson is still a college?
1:43 Why does this gen x think Ryerson is still a college?
Identity Attack0.036105253
Insult0.06424874
Profanity0.06746418
Threat0.009385503
Severe Toxicity0.0063705444
Low Tox 0.19599396 Low Con 0.277 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Civil War is very near.
Civil War is very near.
Identity Attack0.036878675
Insult0.019934712
Profanity0.029460056
Threat0.13616586
Severe Toxicity0.01083374
Low Tox 0.19599396 Low Con 0.226
Sep 30, 2025 IRCC Names India in Study …
Get them out of here. There's no jobs for the people that live here and are citizens.
Get them out of here. There's no jobs for the people that live here and are citizens.
Identity Attack0.10221587
Insult0.05203446
Profanity0.017436003
Threat0.0138755
Severe Toxicity0.004634857
Low Tox 0.19599396 Moderate Con 0.326 Economic_Argument
Feb 10, 2026 1 likes 2.9 million Canadian temporary visas …
Government did job on Immigrations we would not in mess day 1 they never let in point blank
Government did job on Immigrations we would not in mess day 1 they never let in point blank
Identity Attack0.15517195
Insult0.061626412
Profanity0.023243073
Threat0.00933372
Severe Toxicity0.0062179565
Low Tox 0.19599396 Moderate Con 0.304 Policy_Critique
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I watch a lot of Hindi films. Years ago the criminals would flee to Dubai, but now the films always mention Canada as the place to flee for the criminals. Life imitating art or the …
I watch a lot of Hindi films. Years ago the criminals would flee to Dubai, but now the films always mention Canada as the place to flee for the criminals. Life imitating art or the other way around?
Identity Attack0.10221587
Insult0.09563028
Profanity0.015591404
Threat0.008582866
Severe Toxicity0.0031089783
Low Tox 0.19599396 Moderate Con 0.423 Comparative_Framing
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Cette politicienne prend des cas d’abus sans en dire combien de cas. Et sans fournir la solution quant à savoircommment on peut différencier lesquels sont légitimes et lesquels sont bogues comme elle dit,
Cette politicienne prend des cas d’abus sans en dire combien de cas. Et sans fournir la solution quant à savoircommment on peut différencier lesquels sont légitimes et lesquels sont bogues comme elle dit,
Identity Attack0.0046987277
Insult0.24928534
Profanity0.018529098
Threat0.0054839733
Severe Toxicity0.0031280518
Low Tox 0.19599396 Moderate Con 0.351 Policy_Critique
Feb 24, 2026 'We do know that there's …
CLOSE FOREIGN IMMIGRATION OFFICES, START MASS REMIGRATION!!!!
CLOSE FOREIGN IMMIGRATION OFFICES, START MASS REMIGRATION!!!!
Identity Attack0.14875233
Insult0.03312982
Profanity0.013883443
Threat0.011430934
Severe Toxicity0.0075912476
Low Tox 0.19599396 Low Con 0.099
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Come to Quebec or montreal, you will find same thing, not Indian, but mid east.😢
Come to Quebec or montreal, you will find same thing, not Indian, but mid east.😢
Identity Attack0.23163283
Insult0.056133457
Profanity0.017299367
Threat0.0071070488
Severe Toxicity0.0049591064
Low Tox 0.19599396 Moderate Con 0.303 Comparative_Framing
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
That city worker gettin fired
That city worker gettin fired
Identity Attack0.017163984
Insult0.05086332
Profanity0.043415543
Threat0.11616269
Severe Toxicity0.0062179565
Low Tox 0.19599396 Moderate Con 0.319 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler, you were freezing in the video hahahah so colddddd
Tyler, you were freezing in the video hahahah so colddddd
Identity Attack0.011173353
Insult0.037395194
Profanity0.0913099
Threat0.011974656
Severe Toxicity0.011520386
Low Tox 0.19599396 Moderate Con 0.486 Humor_Satire
Feb 16, 2026 Inside Canada's Indian Invasion...
Don’t know about Canada, but in US, Indians are the richest ethnic groups. Canada does attract lesser skilled Indians. However, pretty sure Indians contribute more than their share of taxes. You guys can keep on …
Don’t know about Canada, but in US, Indians are the richest ethnic groups. Canada does attract lesser skilled Indians. However, pretty sure Indians contribute more than their share of taxes. You guys can keep on hating but all the western countries need Indians as that’s where the population is. And people work hard. They are invited. >99% Indians immigrate legally. They’re abiding by rules laid by these countries. Up to these countries to decide the rules.
Identity Attack0.25309357
Insult0.054962315
Profanity0.017094411
Threat0.006925808
Severe Toxicity0.0044441223
Low Tox 0.19599396 Constructive 0.615
Oct 3, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Business owners are unhappy and mad because no more cheap labour and grants from the government. There is no shortage of labour in Canada unemployment rate is close to 7% young Canadians can’t find a …
Business owners are unhappy and mad because no more cheap labour and grants from the government. There is no shortage of labour in Canada unemployment rate is close to 7% young Canadians can’t find a job all positions are filled by imported cheap labour workers
Identity Attack0.04925346
Insult0.13064787
Profanity0.017231047
Threat0.0061749537
Severe Toxicity0.0028800964
Low Tox 0.19599396 Moderate Con 0.48 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
Colleges also want to make lessons remote and send contract to India. Firing all the teachers. FACT That is why they are striking
Colleges also want to make lessons remote and send contract to India. Firing all the teachers. FACT That is why they are striking
Identity Attack0.10221587
Insult0.054376744
Profanity0.026317406
Threat0.064969026
Severe Toxicity0.0064086914
Low Tox 0.19599396 Low Con 0.226
Oct 1, 2025 IRCC Names India in Study …
If Canadians are are really "turning against immigrants", then why did they vote Liberal/NDP in the 2025 election? The Left is gung-ho for even more immigration.
If Canadians are are really "turning against immigrants", then why did they vote Liberal/NDP in the 2025 election? The Left is gung-ho for even more immigration.
Identity Attack0.1294935
Insult0.07396803
Profanity0.021945024
Threat0.008129764
Severe Toxicity0.0041389465
Low Tox 0.19599396 Moderate Con 0.414
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Not unlike the problem in the USA with Illegal Aliens. They simply need to go.
Not unlike the problem in the USA with Illegal Aliens. They simply need to go.
Identity Attack0.10775458
Insult0.036716945
Profanity0.00013964473
Threat0.0013180199
Severe Toxicity0.000008605419
Low Tox 0.19569367 Policy_Critique
Apr 15, 2025
I would like to see Tyler interview the Native Americans in Montana. My cousin went to, I believe it was Billings, Montana. He had a lot of people just being straight up rude towards him, …
I would like to see Tyler interview the Native Americans in Montana. My cousin went to, I believe it was Billings, Montana. He had a lot of people just being straight up rude towards him, and when he was talking to some of the locals, they said that the Native Americans hate other Americans. Just thought it’d be interesting to see them talk about it. That and how the native Hawaiians hate Tourists. (Nassau Bahamas would be a good one. They have that massive Atlantis waterpark and casino which the locals are not allowed in. And you have to drive through the town before you get to the entrance of the park. All the buildings are all boarded up people just sitting in the streets, all ragged. Well, tourist are partying in this massive waterpark with a lazy river that goes around the entire park)
Identity Attack0.14661247
Insult0.082866095
Profanity0.027000591
Threat0.009256045
Severe Toxicity0.0049591064
Low Tox 0.19504376 Constructive 0.706 Comparative_Framing
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
DEPORT
DEPORT
Identity Attack0.094936445
Insult0.034451995
Profanity0.029596692
Threat0.02181799
Severe Toxicity0.00831604
Low Tox 0.19504376 Low Con 0.298
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Curry People
Curry People
Identity Attack0.034816213
Insult0.057890166
Profanity0.09034003
Threat0.091630474
Severe Toxicity0.010147095
Low Tox 0.19504376 Moderate Con 0.404
Jan 20, 2026 Inside Canada's Indian Metropolis (Brampton)
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, …
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, vote, nomination, poll, etc etc. these people and their beliefs do not work in western society. they want to overrun the population (with religion as an excuse) so they can take control and begin dismantling western culture. soon all of canadas laws and protections will defend the invasions and open their boarders wide open. western society and it's values are in grave danger. they're going to use our system against us. its happening right in front of your eyes. time to wake up. these people aren't coming to canada and the states in search of a better life or the american dream. they do not want to assimilate and they refuse our values. they are here because they want their own country, and they're very close to having it. these people were chanting DEATH TO THE WEST, DEATH TO AMERICA the day they flew over.
Identity Attack0.16801116
Insult0.0806213
Profanity0.020373698
Threat0.010343489
Severe Toxicity0.0064468384
Low Tox 0.19504376 Moderate Con 0.368 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
The elites have no care about their little experiment on us!
The elites have no care about their little experiment on us!
Identity Attack0.02439919
Insult0.07840354
Profanity0.037403382
Threat0.009281937
Severe Toxicity0.0033950806
Low Tox 0.19504376 Low Con 0.182
Jun 18, 2025 How Canada broke its immigration …
PLAGUE
PLAGUE
Identity Attack0.01139534
Insult0.07491849
Profanity0.096482486
Threat0.011146127
Severe Toxicity0.009422302
Low Tox 0.19504376 Low Con 0.294
Jan 28, 2026 2 likes 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.