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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.

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Search comment text, filter by category or toxicity level
30,738 comments · Page 785 of 1230
Where are all the people saying that this is wrong and inhumane? Oh wait, that only applies to the US
Where are all the people saying that this is wrong and inhumane? Oh wait, that only applies to the US
Identity Attack0.037909906
Insult0.031256735
Profanity0.017982552
Threat0.0076507707
Severe Toxicity0.0022888184
Low Tox 0.11098998 Low Con 0.246 Comparative_Framing
Feb 12, 2026 3 likes Canada's tighter immigration policy divides …
Immigration used one of the best in world. What happened? How did we get to the worst?
Immigration used one of the best in world. What happened? How did we get to the worst?
Identity Attack0.055218685
Insult0.024511116
Profanity0.016035475
Threat0.0065180166
Severe Toxicity0.0022220612
Low Tox 0.11098998 Low Con 0.292 Question
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
2025 was 1000 percent to high, cut it to 0% f off we are full.
2025 was 1000 percent to high, cut it to 0% f off we are full.
Identity Attack0.004587734
Insult0.024511116
Profanity0.10425757
Threat0.012803185
Severe Toxicity0.0048828125
Low Tox 0.11098998 Low Con 0.249
Jan 17, 2026 Canada’s new rules in 2026
How can a government lose 79000 people 😢 how ? What if they all were doing some kind of harm or fraud taking people job under the table ..common canada , ut bigger then that
How can a government lose 79000 people 😢 how ? What if they all were doing some kind of harm or fraud taking people job under the table ..common canada , ut bigger then that
Identity Attack0.015355183
Insult0.054962315
Profanity0.013712646
Threat0.0073789097
Severe Toxicity0.0019073486
Low Tox 0.11098998 Moderate Con 0.451
Sep 27, 2025 1 likes IRCC Names India in Study …
do these people practice the non answers ahead of time.. what a joke
do these people practice the non answers ahead of time.. what a joke
Identity Attack0.0027933381
Insult0.05144889
Profanity0.018392462
Threat0.006641001
Severe Toxicity0.0015544891
Low Tox 0.11098998 Low Con 0.154 Meta_Commentary
Sep 29, 2025 IRCC Names India in Study …
I think they go by the name John Smiths, Alex Brown, Johnny white. The only way to figure out is let them read their names.. 😅😅😅
I think they go by the name John Smiths, Alex Brown, Johnny white. The only way to figure out is let them read their names.. 😅😅😅
Identity Attack0.053854458
Insult0.02618698
Profanity0.023652986
Threat0.010032792
Severe Toxicity0.0031661987
Low Tox 0.11098998 Moderate Con 0.41 Humor_Satire
Sep 29, 2025 IRCC Names India in Study …
This happens when you elect people to show multiculturalism
This happens when you elect people to show multiculturalism
Identity Attack0.08087392
Insult0.021288296
Profanity0.019895468
Threat0.0074436385
Severe Toxicity0.0031471252
Low Tox 0.11098998 Low Con 0.192
Sep 28, 2025 2 likes IRCC Names India in Study …
India 2.0.. soon to be updated to real India 1.0😂
India 2.0.. soon to be updated to real India 1.0😂
Identity Attack0.08666438
Insult0.03489272
Profanity0.037904397
Threat0.026479885
Severe Toxicity0.009307861
Low Tox 0.11098998 Low Con 0.159 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
We dont have any where else to go. Immigrants have a country to go to
We dont have any where else to go. Immigrants have a country to go to
Identity Attack0.089973204
Insult0.021481665
Profanity0.018802373
Threat0.007081157
Severe Toxicity0.00289917
Low Tox 0.11098998 Low Con 0.286
Aug 24, 2025 12 likes Why Canadians Are Turning Against …
Close the borders trump is right
Close the borders trump is right
Identity Attack0.050443888
Insult0.018967867
Profanity0.015079016
Threat0.012285355
Severe Toxicity0.0044059753
Low Tox 0.11088664 Low Con 0.239
Sep 30, 2025 IRCC Names India in Study …
In your next video don't forget to mention how businesses (small & large) get incentives via government subsidies to hire immigrants. Teenagers and uni students born here can't find jobs at fast food places anymore …
In your next video don't forget to mention how businesses (small & large) get incentives via government subsidies to hire immigrants. Teenagers and uni students born here can't find jobs at fast food places anymore because those places are full of people who barely speak the language.
Identity Attack0.054763943
Insult0.032028005
Profanity0.011902207
Threat0.006304411
Severe Toxicity0.0016212463
Low Tox 0.11088664 Constructive 0.646 Policy_Critique
Sep 19, 2025 172 likes Inside Canada's Indian Metropolis (Brampton)
Imagine the smell there
Imagine the smell there
Identity Attack0.0046987277
Insult0.025284592
Profanity0.04266402
Threat0.008000307
Severe Toxicity0.0033569336
Low Tox 0.11088664 Moderate Con 0.36 Humor_Satire
Jan 2, 2026 Inside Canada's Indian Metropolis (Brampton)
As an Indian from the Caribbean I can’t even argue with that 😭
As an Indian from the Caribbean I can’t even argue with that 😭
Identity Attack0.08666438
Insult0.023221988
Profanity0.029460056
Threat0.0068416605
Severe Toxicity0.003376007
Low Tox 0.11088664 Moderate Con 0.47 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
They need Indians to get Canada grown..... Indians have contributed greatly to the development of Canada....
They need Indians to get Canada grown..... Indians have contributed greatly to the development of Canada....
Identity Attack0.10221587
Insult0.022448512
Profanity0.01490822
Threat0.0069646453
Severe Toxicity0.002822876
Low Tox 0.11088664 Moderate Con 0.36 Solidarity
Feb 21, 2026 Inside Canada's Indian Invasion...
It saddens me for what this country has become. When I first came here, I saw the potential of what I could do in this country but that is not the case anymore. I, amongst …
It saddens me for what this country has become. When I first came here, I saw the potential of what I could do in this country but that is not the case anymore. I, amongst many immigrants from India, try every bit possible to assimilate in the society and believe me we have, almost at par with Canadian values. However, post-covid, everyone seems to judge every east Indian on the same grounds as outlined by the speakers in this video. My opinion is, people who do not respect the laws and traditions of this country should go back to their countries (regardless of who they are) and do all your propaganda there especially all the international ones. Like I came here for a better future and I feel I am getting a worsened experience due to all this toxicity for colored people and their behaviour of course.
Identity Attack0.089973204
Insult0.033790905
Profanity0.019690514
Threat0.007094103
Severe Toxicity0.0028419495
Low Tox 0.11088664 Constructive 0.767
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
The term "Racism" doesn't exist anymore.
The term "Racism" doesn't exist anymore.
Identity Attack0.06476828
Insult0.020966014
Profanity0.025497584
Threat0.007586042
Severe Toxicity0.0034713745
Low Tox 0.11088664 Low Con 0.18 Unverified_Claim
Jan 28, 2026 13 likes Inside Canada's Indian Invasion...
I was born and raised in Canada. I went to a walk in clinic and was rejected. They told me they only take immigrants. I felt so hopeless. Their clinic was empty, compared to other …
I was born and raised in Canada. I went to a walk in clinic and was rejected. They told me they only take immigrants. I felt so hopeless. Their clinic was empty, compared to other walk in clincs that reach capacity before they even open their doors.
Identity Attack0.07425626
Insult0.031807642
Profanity0.013644327
Threat0.0072753434
Severe Toxicity0.0024318695
Low Tox 0.11088664 Constructive 0.661
Aug 26, 2025 Why Canadians Are Turning Against …
As Canadian citizens we want our money back , this was the liberal government’s irresponsibility that caused this , we should not have to pay for their irresponsibility. The Biden administration opened their borders to …
As Canadian citizens we want our money back , this was the liberal government’s irresponsibility that caused this , we should not have to pay for their irresponsibility. The Biden administration opened their borders to spite trumps wall and the Canadian liberal party followed the same policy.
Identity Attack0.018671319
Insult0.0638991
Profanity0.010945748
Threat0.0064144502
Severe Toxicity0.0016117096
Low Tox 0.11088664 Moderate Con 0.444 Policy_Critique
Dec 25, 2025 2 likes Deportations From Canada at Their …
Dude on bike 😂😂😂😂😂😂
Dude on bike 😂😂😂😂😂😂
Identity Attack0.008324518
Insult0.026058068
Profanity0.039657943
Threat0.01238892
Severe Toxicity0.0061416626
Low Tox 0.11088664 Moderate Con 0.334 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The government has turned Canadians against immigrants. People should look to see who is to blame and it's not the immigrants. When Canadians work all their lives and the government is taking from Canadians and …
The government has turned Canadians against immigrants. People should look to see who is to blame and it's not the immigrants. When Canadians work all their lives and the government is taking from Canadians and giving it to people who haven't contributed a dime to the system.
Identity Attack0.09162762
Insult0.030154925
Profanity0.011116544
Threat0.006835188
Severe Toxicity0.0021839142
Low Tox 0.11088664 Moderate Con 0.463 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
They lowered the standards for refugee claimants and lowered our living standards
They lowered the standards for refugee claimants and lowered our living standards
Identity Attack0.06385879
Insult0.023995465
Profanity0.017231047
Threat0.008505191
Severe Toxicity0.002746582
Low Tox 0.11088664 Moderate Con 0.402 Policy_Critique
Feb 17, 2026 66 likes LILLEY UNLEASHED: The fall of …
And you Canadians are still gonna vote Liberal. Smh
And you Canadians are still gonna vote Liberal. Smh
Identity Attack0.06567776
Insult0.030816011
Profanity0.0157622
Threat0.0068999166
Severe Toxicity0.0026512146
Low Tox 0.11088664 Low Con 0.184 Call_To_Action
Jan 21, 2026 Canada’s new rules in 2026
Simple solution = bring in ICE and cleanup Canada! NOW
Simple solution = bring in ICE and cleanup Canada! NOW
Identity Attack0.034042787
Insult0.024768941
Profanity0.013029462
Threat0.049774777
Severe Toxicity0.0065994263
Low Tox 0.11088664 Low Con 0.161 Call_To_Action
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Sikhs are great warriors who protected India from the Moh@mmedan invasions in history and they get put in the same basket with other types of immigrants these days, but they contribute greatly to the economy …
Sikhs are great warriors who protected India from the Moh@mmedan invasions in history and they get put in the same basket with other types of immigrants these days, but they contribute greatly to the economy and do not sit around on benefits. They are hard working people with principles and family values. They are also peaceful, and anyone can go and have a feed at the temple at lunch time.
Identity Attack0.099072486
Insult0.030154925
Profanity0.019758832
Threat0.008764107
Severe Toxicity0.0039863586
Low Tox 0.11088664 Constructive 0.756 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
17:02 he sai he does not want to talk to u from what it sounds like
17:02 he sai he does not want to talk to u from what it sounds like
Identity Attack0.0069185994
Insult0.02122384
Profanity0.030389199
Threat0.009747985
Severe Toxicity0.0033569336
Low Tox 0.11088664 Moderate Con 0.376 Meta_Commentary
Jan 29, 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.