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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

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30,738 comments · Page 425 of 1230
Answers canadians knew even not working for Immigration department......students from India are the largest visa fraudsters.....no wonder our kids can't find even a minimum wage summer job....if they say 40+k non compliant you know that …
Answers canadians knew even not working for Immigration department......students from India are the largest visa fraudsters.....no wonder our kids can't find even a minimum wage summer job....if they say 40+k non compliant you know that the real number is 3 times that over 100K.....as a matter how to find them.....start with Brampton, Ontario.
Identity Attack0.36702603
Insult0.25007802
Profanity0.020783609
Threat0.007948523
Severe Toxicity0.010375977
Moderate 0.32919475 Constructive 0.543 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
I NEED TO THROW UP
I NEED TO THROW UP
Identity Attack0.018872296
Insult0.046178754
Profanity0.13344458
Threat0.43007585
Severe Toxicity0.023076924
Moderate 0.32919475 Moderate Con 0.335
Jan 13, 2026 3 likes Canada’s new rules in 2026
You DOXED THE SMUGGLER 😅😭💀
You DOXED THE SMUGGLER 😅😭💀
Identity Attack0.020681098
Insult0.16868424
Profanity0.22643133
Threat0.024753258
Severe Toxicity0.023076924
Moderate 0.32919475 Low Con 0.191 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
India is cool settlers are not😆😆😆😆😊 india never attacked natives like settlers did
India is cool settlers are not😆😆😆😆😊 india never attacked natives like settlers did
Identity Attack0.34649673
Insult0.15911613
Profanity0.0864606
Threat0.030969119
Severe Toxicity0.021419114
Moderate 0.32919475 Low Con 0.23 Comparative_Framing
Feb 24, 2026 Inside Canada's Indian Metropolis (Brampton)
💩
💩
Identity Attack0.024801146
Insult0.18355975
Profanity0.2761231
Threat0.010084574
Severe Toxicity0.019740647
Moderate 0.32919475 Moderate Con 0.46
Jan 29, 2026 Inside Canada's Indian Invasion...
No more Indian international students they're now migrating to New Brunswick and are being hired as PSW with work permit. They're moving to Alberta, New Brunswick. Canada is a laughing stock for most immigrants.
No more Indian international students they're now migrating to New Brunswick and are being hired as PSW with work permit. They're moving to Alberta, New Brunswick. Canada is a laughing stock for most immigrants.
Identity Attack0.3817989
Insult0.16868424
Profanity0.019485557
Threat0.006602164
Severe Toxicity0.008735657
Moderate 0.32919475 Moderate Con 0.411
Nov 25, 2025 1 likes IRCC Names India in Study …
When a INDIAN says ther is too MAnY INDIAN IN CANADA that means it really is to much indian in CANADADA😅☠️
When a INDIAN says ther is too MAnY INDIAN IN CANADA that means it really is to much indian in CANADADA😅☠️
Identity Attack0.38230872
Insult0.14331897
Profanity0.047674157
Threat0.007547205
Severe Toxicity0.014382465
Moderate 0.32919475 Low Con 0.252 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It just looks like the Canadian homeless are just shooting themselves in the foot by not utilising these, communities and their free food and stuff. Ofc these all might just be for the cam and …
It just looks like the Canadian homeless are just shooting themselves in the foot by not utilising these, communities and their free food and stuff. Ofc these all might just be for the cam and they discriminate non Indians who try to enter Hindu or Sikh temples, Idk .
Identity Attack0.38223284
Insult0.097093195
Profanity0.04291453
Threat0.2330281
Severe Toxicity0.017610285
Moderate 0.32919475 Constructive 0.513
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
They got the poors blaming immigrants instead of the billionaires robbing them. Genius.
They got the poors blaming immigrants instead of the billionaires robbing them. Genius.
Identity Attack0.29188538
Insult0.24928534
Profanity0.028093686
Threat0.011456826
Severe Toxicity0.008888245
Moderate 0.32919475 Low Con 0.194 Economic_Argument
Jan 28, 2026 11 likes Inside Canada's Indian Invasion...
Brother JamCan, this whole thing was predictable decades ago! I got to Canada in 1995 right after hell unfolded in the country of a thousand hills! I saw with my own eyes & felt from …
Brother JamCan, this whole thing was predictable decades ago! I got to Canada in 1995 right after hell unfolded in the country of a thousand hills! I saw with my own eyes & felt from personal experience how great my adopted country was! However, not everything was rosy! I saw and experienced the "not-in-your-face" anti-black racism, whether politically, socially, and most def in the employment market! At the same time, the establisment (read white folks) was busy encouraging & promoting east indians to take up leadership roles in all spheres of the society, thus making them the "model minority" in the country! This mess was bound to happen, and in the end, this is what got us here! My feeling is that white canada is totally responsible for this, and they should stop crying on TV, roll up their sleeves, and clean up the mess! Peace Out!
Identity Attack0.3817989
Insult0.20434737
Profanity0.12991914
Threat0.012751401
Severe Toxicity0.016512826
Moderate 0.32919475 Constructive 0.744 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
So its okay for europeans to go steal and take over people's land?
So its okay for europeans to go steal and take over people's land?
Identity Attack0.34649673
Insult0.1378885
Profanity0.066963166
Threat0.035458352
Severe Toxicity0.0118255615
Moderate 0.32919475 Low Con 0.184 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
These ben choads in Brampton can't drive! They're not in their senses! *head bobble
These ben choads in Brampton can't drive! They're not in their senses! *head bobble
Identity Attack0.08831879
Insult0.3388922
Profanity0.110447146
Threat0.01187109
Severe Toxicity0.0119018555
Moderate 0.32919475 Low Con 0.232
Jan 27, 2026 Inside Canada's Indian Invasion...
My daughter who is born Canada cannot finda job in Mcdonald because most of this fast food restaurant hire Indians. Any store I go like walnart, a&w tim hortons. You only see Indian workers.
My daughter who is born Canada cannot finda job in Mcdonald because most of this fast food restaurant hire Indians. Any store I go like walnart, a&w tim hortons. You only see Indian workers.
Identity Attack0.41052565
Insult0.12521741
Profanity0.027820412
Threat0.007586042
Severe Toxicity0.010070801
Moderate 0.32919475 Constructive 0.589 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
Indians trying to get to the United States as their FINAL DESTINATION.. they use Canada as a Temporary stomping ground..
Indians trying to get to the United States as their FINAL DESTINATION.. they use Canada as a Temporary stomping ground..
Identity Attack0.38215697
Insult0.15414265
Profanity0.028640235
Threat0.011405042
Severe Toxicity0.013285006
Moderate 0.32919475 Moderate Con 0.317 Unverified_Claim
Sep 19, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
i can smell this video.
i can smell this video.
Identity Attack0.01656105
Insult0.056133457
Profanity0.15195307
Threat0.012751401
Severe Toxicity0.014511578
Moderate 0.32919475 Moderate Con 0.35
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The immigration system focused on highly educated people with skill set. The English test requirements was setup for much higher score then what they have now. The people they bring from Punjab are not verified …
The immigration system focused on highly educated people with skill set. The English test requirements was setup for much higher score then what they have now. The people they bring from Punjab are not verified and many are just rich and criminals in India. Some are involved in drug traffic also. It is madness
Identity Attack0.34974504
Insult0.26196828
Profanity0.073529124
Threat0.01052473
Severe Toxicity0.0126394415
Moderate 0.32919475 Moderate Con 0.446 Policy_Critique
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
The government should fire the immigrants that are working or don't hire them at all, ive had trouble looking in 2019 after I came back from visiting my family from Italy, I couldn't get a …
The government should fire the immigrants that are working or don't hire them at all, ive had trouble looking in 2019 after I came back from visiting my family from Italy, I couldn't get a job, I just gave up and im on a month to month and my cat is sick too
Identity Attack0.37082586
Insult0.16788013
Profanity0.042413518
Threat0.053654157
Severe Toxicity0.014188796
Moderate 0.32919475 Constructive 0.642
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
the old indian guy saying newcomers should assimilate is so true. Like it's genuinely scary. Of course canada is not like the US and we don't have ICE (thank god) but it's still scary. The …
the old indian guy saying newcomers should assimilate is so true. Like it's genuinely scary. Of course canada is not like the US and we don't have ICE (thank god) but it's still scary. The violent crime has been skyrocketing. Guns are becoming more common. Sexual Assaults are increasing.. It's a lot of third-world violence and ideals being brought here.
Identity Attack0.3043136
Insult0.1711343
Profanity0.044417568
Threat0.04029291
Severe Toxicity0.01412424
Moderate 0.32919475 Constructive 0.705 Fear_Threat
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
Maximum are khalistani who don't even consider them as Indians but say it loud when confronted
Maximum are khalistani who don't even consider them as Indians but say it loud when confronted
Identity Attack0.3817989
Insult0.24903896
Profanity0.119731516
Threat0.019228047
Severe Toxicity0.020127986
Moderate 0.32919475 Low Con 0.208 Identity_Assertion
Feb 21, 2026 Inside Canada's Indian Invasion...
By listening to him he is not Punjabi for sure he is haranvi defaming punjabis name
By listening to him he is not Punjabi for sure he is haranvi defaming punjabis name
Identity Attack0.28034934
Insult0.36798462
Profanity0.1765991
Threat0.035458352
Severe Toxicity0.023076924
Moderate 0.32919475 Low Con 0.216 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
If all of them say the drivers are terrible, then odds are a lot of them are also the terrible drivers lol
If all of them say the drivers are terrible, then odds are a lot of them are also the terrible drivers lol
Identity Attack0.023193322
Insult0.2817503
Profanity0.098067984
Threat0.008349842
Severe Toxicity0.00667572
Moderate 0.3286776 Low Con 0.168
Jan 27, 2026 Inside Canada's Indian Invasion...
“As a brown Canadian, I know exactly what racism feels like — I’ve lived it for 40 years. The truth is, some people simply can’t accept brown immigrants, even though we work the hardest and …
“As a brown Canadian, I know exactly what racism feels like — I’ve lived it for 40 years. The truth is, some people simply can’t accept brown immigrants, even though we work the hardest and often for the lowest pay. Yes, one percent may cause trouble, but that exists in every community. What’s really unfair is how brown immigrants are singled out, while no one makes videos when Indian students are dying or struggling. We’re not monkeys — we’re human beings, we’ve worked for decades building this country, often in silence and underpaid. Stop the racism. Canada is stronger when we live together, not when we tear each other down.”
Identity Attack0.3817989
Insult0.21836096
Profanity0.089370176
Threat0.019918699
Severe Toxicity0.014059683
Moderate 0.3286776 Constructive 0.735 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
this is what indenture servitude looks like in modern times. you bring them subjects in, exploit them, and provide nothing in return to support these. they once again turned humans into slaves, ie commodities that …
this is what indenture servitude looks like in modern times. you bring them subjects in, exploit them, and provide nothing in return to support these. they once again turned humans into slaves, ie commodities that can be used to produce and consume. and all along they encourage these people to be proud of their new condition. this last remaining colonial dominion is ugly, vile, immoral, criminal, inhumane. hopefully the north american union soon occurs so to finally rid the continent of this evil corruption.
Identity Attack0.12735364
Insult0.3388922
Profanity0.06195303
Threat0.036149003
Severe Toxicity0.013995127
Moderate 0.3286776 Low Con 0.28 Moral_Argument
Nov 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Carney put an incompetent in this Immigration role. He wants millions of new immigrants to come to Canada. While they may have lowered student Visas and temporary worker permits, VISITOR PERMITS are probably being given …
Carney put an incompetent in this Immigration role. He wants millions of new immigrants to come to Canada. While they may have lowered student Visas and temporary worker permits, VISITOR PERMITS are probably being given out in the millions …. ONCE these ‘visitors come’ - they are NEVER followed up to ensure they go home. It is these people applying for refugee status or asylum .. in the millions …. Liberals want this uncontrolled immigration - with no checks and balances .. because these are the millions of new votes they are getting. Who can check on VISITOR visas and the numbers coming in and going home? I think this is the gap …????
Identity Attack0.0775651
Insult0.36365277
Profanity0.024677763
Threat0.007832011
Severe Toxicity0.006980896
Moderate 0.3286776 Constructive 0.524 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
As a Canadian we immigrants have to.leave peacefully not to bring your culture in Canada
As a Canadian we immigrants have to.leave peacefully not to bring your culture in Canada
Identity Attack0.38699543
Insult0.097093195
Profanity0.021330157
Threat0.010162249
Severe Toxicity0.014511578
Moderate 0.3286776 Moderate Con 0.444 Identity_Assertion
Sep 7, 2025 1 likes Why Canadians Are Turning Against …

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.