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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

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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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30,738 comments · Page 569 of 1230
1.5 Million Indian Immigrants (90% scammed the visa system) entered Canada in 5 years, 1400 deported, WHAT DOES IT TELL US? The government wants us to hear they are doing their JOB. Are they doing …
1.5 Million Indian Immigrants (90% scammed the visa system) entered Canada in 5 years, 1400 deported, WHAT DOES IT TELL US? The government wants us to hear they are doing their JOB. Are they doing enough? The majority of Immigrants came from INDIA (65%), the Philippines (20%), and Nigeria (10%). What do these numbers tell us?
Identity Attack0.28034934
Insult0.0806213
Profanity0.023516348
Threat0.0074824756
Severe Toxicity0.0063705444
Low Tox 0.2412222 Constructive 0.522 Unverified_Claim
Jan 1, 2026 2 likes Deportations From Canada at Their …
What you have to understand are that the indians that came here 10+ years ago or the ones born here are completely different than the new ones especially these fake "international students". The ones that …
What you have to understand are that the indians that came here 10+ years ago or the ones born here are completely different than the new ones especially these fake "international students". The ones that moved here before had the social capital, finances and resources to move. The new ones, their family bring them over or they use student visas bc they dont have the wealth. Class is everything when looking at this issue. Even the old demographic of Indians dont like the FOB ones because they cause trouble and dont assimilate or even try
Identity Attack0.26833034
Insult0.11978693
Profanity0.07191269
Threat0.009463178
Severe Toxicity0.008010864
Low Tox 0.2412222 Constructive 0.616
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
No illegal, no refugee and no new immigrant should get one dime more than the lowest paid Canadian.
No illegal, no refugee and no new immigrant should get one dime more than the lowest paid Canadian.
Identity Attack0.26663736
Insult0.07808672
Profanity0.012995303
Threat0.007870848
Severe Toxicity0.006866455
Low Tox 0.2412222 Low Con 0.213 Policy_Critique
Aug 25, 2025 36 likes Why Canadians Are Turning Against …
I Don't see anything wrong here except for the khalistan thing (which is unpopular). You're grasping at straws with this one.
I Don't see anything wrong here except for the khalistan thing (which is unpopular). You're grasping at straws with this one.
Identity Attack0.105256535
Insult0.08831572
Profanity0.0684662
Threat0.018882722
Severe Toxicity0.008163452
Low Tox 0.2412222 Moderate Con 0.378 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
As an indian I can agree but india can't even give good jobs to its own citizens how do yo expect us to sit here die . Our government does nothing for LGBT rights because …
As an indian I can agree but india can't even give good jobs to its own citizens how do yo expect us to sit here die . Our government does nothing for LGBT rights because of which many people migrate to live a better life
Identity Attack0.27875587
Insult0.06652143
Profanity0.04291453
Threat0.016810767
Severe Toxicity0.0090408325
Low Tox 0.2412222 Constructive 0.634 Personal_Narrative
Feb 9, 2026 Inside Canada's Indian Invasion...
14:25 imagine the guy starting speaking Portuguese with him and he can barely speak thanks lol
14:25 imagine the guy starting speaking Portuguese with him and he can barely speak thanks lol
Identity Attack0.078392304
Insult0.0638991
Profanity0.0816113
Threat0.012906751
Severe Toxicity0.009231567
Low Tox 0.2412222 Low Con 0.278 Humor_Satire
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
It's destroyed Canada 😢
It's destroyed Canada 😢
Identity Attack0.10221587
Insult0.058475737
Profanity0.022354934
Threat0.11616269
Severe Toxicity0.008735657
Low Tox 0.2412222 Moderate Con 0.332 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
If Brampton was established up on a paddock by these migrants, who are they replacing then? Cows?😄
If Brampton was established up on a paddock by these migrants, who are they replacing then? Cows?😄
Identity Attack0.1769227
Insult0.097093195
Profanity0.030639706
Threat0.009307829
Severe Toxicity0.006866455
Low Tox 0.2412222 Low Con 0.289 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Next Zionism and the influence/ control of our government
Next Zionism and the influence/ control of our government
Identity Attack0.23391083
Insult0.038566336
Profanity0.043916557
Threat0.014738814
Severe Toxicity0.012359619
Low Tox 0.2412222 Low Con 0.147 Call_To_Action
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Indian are friends of Trudeau
Indian are friends of Trudeau
Identity Attack0.27759558
Insult0.07998765
Profanity0.026727317
Threat0.0068869707
Severe Toxicity0.0061035156
Low Tox 0.2412222 Low Con 0.3
Sep 29, 2025 1 likes IRCC Names India in Study …
Seems like deliberate incompetence and we need to STOP THIS.
Seems like deliberate incompetence and we need to STOP THIS.
Identity Attack0.0061416444
Insult0.16890354
Profanity0.020988565
Threat0.008582866
Severe Toxicity0.0031471252
Low Tox 0.2412222 Low Con 0.152 Call_To_Action
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I was born and raised in Canada. Been here for 52 years but I won't die here. This ISN'T Canada anymore. My teenage daughter couldn't find her first summer job, she had to work for …
I was born and raised in Canada. Been here for 52 years but I won't die here. This ISN'T Canada anymore. My teenage daughter couldn't find her first summer job, she had to work for her grandparents at their house gardening. Every single....no exaggeration...Tim Hortons, fast food place, Walmart....every single business in my town has 95% East Indians who don't even speak English. We can't find a doctor or housing. Our beaches and green spaces are getting dumped on continually by people that don't respect our country. Omg I could go on but why bother....the government doesn't listen.🙄
Identity Attack0.22707681
Insult0.11978693
Profanity0.036401358
Threat0.009023022
Severe Toxicity0.0090408325
Low Tox 0.2412222 Constructive 0.672
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Liberals are taking our history and religion away from us and pushing immigrants and their values for votes. So the liberals can control us
Liberals are taking our history and religion away from us and pushing immigrants and their values for votes. So the liberals can control us
Identity Attack0.2463217
Insult0.06774519
Profanity0.021876704
Threat0.009023022
Severe Toxicity0.0050354004
Low Tox 0.2412222 Low Con 0.282 Identity_Assertion
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The problem is canadian government specifically chose radical seperatist, instead of genuine indians.
The problem is canadian government specifically chose radical seperatist, instead of genuine indians.
Identity Attack0.26833034
Insult0.09855611
Profanity0.017709278
Threat0.0068999166
Severe Toxicity0.004558563
Low Tox 0.2412222 Low Con 0.171
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The number & money spent on fake refugees is a lot higher with the free hotels and spending cards provided, we need Ice to clean up the house or Canada will go bankrupt soon.
The number & money spent on fake refugees is a lot higher with the free hotels and spending cards provided, we need Ice to clean up the house or Canada will go bankrupt soon.
Identity Attack0.17614605
Insult0.11978693
Profanity0.015523086
Threat0.012647836
Severe Toxicity0.0059127808
Low Tox 0.2412222 Moderate Con 0.4 Unverified_Claim
Dec 24, 2025 2 likes Deportations From Canada at Their …
Well, after World War II, nobody really wants to fight each other by using nukes and stuff so we had Covid now we have mass immigrants. How do you attack a country without sending any …
Well, after World War II, nobody really wants to fight each other by using nukes and stuff so we had Covid now we have mass immigrants. How do you attack a country without sending any bombs off you flood them
Identity Attack0.116281845
Insult0.04852104
Profanity0.040910475
Threat0.13815513
Severe Toxicity0.010070801
Low Tox 0.2412222 Low Con 0.227 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
Keep voting liberals and it's going to get worse.
Keep voting liberals and it's going to get worse.
Identity Attack0.10221587
Insult0.08831572
Profanity0.021466793
Threat0.013217449
Severe Toxicity0.0046920776
Low Tox 0.2412222 Low Con 0.178 Call_To_Action
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
TOTAL DEPORTATIONS ARE IMMEDIATELY NEEDED TO REVERSE THE JEETIFICATION DESTRUCTION OF CANADA
TOTAL DEPORTATIONS ARE IMMEDIATELY NEEDED TO REVERSE THE JEETIFICATION DESTRUCTION OF CANADA
Identity Attack0.15731181
Insult0.06669625
Profanity0.020783609
Threat0.10389658
Severe Toxicity0.010375977
Low Tox 0.2412222 Low Con 0.202 Call_To_Action
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
Yeah, I have a friend who lives in Canada and he says there are too many Indians in and around Tronto
Yeah, I have a friend who lives in Canada and he says there are too many Indians in and around Tronto
Identity Attack0.293411
Insult0.06337463
Profanity0.030389199
Threat0.007249452
Severe Toxicity0.0060272217
Low Tox 0.2412222 Constructive 0.512 Personal_Narrative
Feb 13, 2026 Inside Canada's Indian Invasion...
liberals love complaining of low wages, no jobs, and expensive housing yet advocate for mass immigration to make themselves look good and virtuous. What a joke
liberals love complaining of low wages, no jobs, and expensive housing yet advocate for mass immigration to make themselves look good and virtuous. What a joke
Identity Attack0.10221587
Insult0.1469393
Profanity0.017094411
Threat0.006874025
Severe Toxicity0.003566742
Low Tox 0.2412222 Low Con 0.21 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Get the Gurpreets out
Get the Gurpreets out
Identity Attack0.10221587
Insult0.08558089
Profanity0.08613731
Threat0.063352615
Severe Toxicity0.009994507
Low Tox 0.2412222 Low Con 0.181 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
reptilians aim to extract loosh by civilising third world. AI surveillance technology will enable them to do this
reptilians aim to extract loosh by civilising third world. AI surveillance technology will enable them to do this
Identity Attack0.10815793
Insult0.06250052
Profanity0.079025
Threat0.11616269
Severe Toxicity0.013478675
Low Tox 0.2412222 Low Con 0.12 Unverified_Claim
Feb 7, 2026 Inside Canada's Indian Invasion...
What a joke! They are dropping it a whole 15000, whoopi f'n do, it should be stopped!
What a joke! They are dropping it a whole 15000, whoopi f'n do, it should be stopped!
Identity Attack0.009027477
Insult0.08582769
Profanity0.22105443
Threat0.011146127
Severe Toxicity0.007858276
Low Tox 0.2412222 Low Con 0.186 Policy_Critique
Jan 4, 2026 New rules, regulations take effect …
Finally doing something about immigration we have enough ,enough enough is enough, and start deporting as well would be a great idea
Finally doing something about immigration we have enough ,enough enough is enough, and start deporting as well would be a great idea
Identity Attack0.19495805
Insult0.04910661
Profanity0.022901481
Threat0.04718852
Severe Toxicity0.009613037
Low Tox 0.2412222 Moderate Con 0.43
Jan 7, 2026 Canada’s new rules in 2026
One wouldn't pronounce the English word pun as "poon" . So why do you insist on "Poooonjarb" after hearing Indian people pronounce it as "pun" "jaab" ? Sounds disrespectful.
One wouldn't pronounce the English word pun as "poon" . So why do you insist on "Poooonjarb" after hearing Indian people pronounce it as "pun" "jaab" ? Sounds disrespectful.
Identity Attack0.16993292
Insult0.123407245
Profanity0.108590275
Threat0.008401625
Severe Toxicity0.008888245
Low Tox 0.2412222 Moderate Con 0.416 Moral_Argument
Feb 22, 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.