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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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Active: "They are not indian they …" 4,309 comments · Page 99 of 173
its not enough indian , please more!!
its not enough indian , please more!!
Identity Attack0.37953663
Insult0.0838533
Profanity0.0741757
Threat0.024580594
Severe Toxicity0.020127986
Moderate 0.32557452 Low Con 0.286 Humor_Satire
Feb 23, 2026 Inside Canada's Indian Invasion...
If it goes like this then evry Indian have a right to track and hunt every british which flourished on loot money from India . . . and made the europe and america the what …
If it goes like this then evry Indian have a right to track and hunt every british which flourished on loot money from India . . . and made the europe and america the what it is .
Identity Attack0.36942887
Insult0.16861114
Profanity0.08096472
Threat0.10696311
Severe Toxicity0.01683561
Moderate 0.32557452 Low Con 0.27
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
No it doesn't divide the country. Everyone agrees Canada wants far fewer indians
No it doesn't divide the country. Everyone agrees Canada wants far fewer indians
Identity Attack0.41222036
Insult0.097093195
Profanity0.04592061
Threat0.013579931
Severe Toxicity0.013414118
Moderate 0.32557452 Moderate Con 0.36 Unverified_Claim
Feb 12, 2026 Canada's tighter immigration policy divides …
Ive never seen / heard anyone say anything nice about indians or their country....smh
Ive never seen / heard anyone say anything nice about indians or their country....smh
Identity Attack0.3817989
Insult0.086852804
Profanity0.0741757
Threat0.009592636
Severe Toxicity0.016190045
Moderate 0.32557452 Moderate Con 0.407 Identity_Assertion
Oct 26, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
ask them and they say they are sikh not indian but if something bad happen they become suddenly indian
ask them and they say they are sikh not indian but if something bad happen they become suddenly indian
Identity Attack0.38238457
Insult0.13607834
Profanity0.11601777
Threat0.047835086
Severe Toxicity0.01986976
Moderate 0.32557452 Low Con 0.265 Identity_Assertion
Nov 21, 2025 Inside Canada's Indian Metropolis (Brampton)
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc …
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc before letting them settle. It is your country do something otherwise this is bad!
Identity Attack0.3758158
Insult0.15982662
Profanity0.02932342
Threat0.0138755
Severe Toxicity0.01159668
Moderate 0.32557452 Moderate Con 0.495 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Never vote for Indian politicians despite political affiliation.
Never vote for Indian politicians despite political affiliation.
Identity Attack0.3895355
Insult0.0838533
Profanity0.05543986
Threat0.01254427
Severe Toxicity0.01322045
Moderate 0.32557452 Low Con 0.198 Call_To_Action
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
White guy in bicycle at -26degress while Indians in Brampton drive to work. They can afford to pay for car while he can’t 😂
White guy in bicycle at -26degress while Indians in Brampton drive to work. They can afford to pay for car while he can’t 😂
Identity Attack0.37879246
Insult0.11172232
Profanity0.068967216
Threat0.010084574
Severe Toxicity0.014253352
Moderate 0.3250515 Low Con 0.263
Jan 27, 2026 Inside Canada's Indian Invasion...
Get ready Canada for some Indian toe food in your restaurants. Your food will definitely smell like punjabi
Get ready Canada for some Indian toe food in your restaurants. Your food will definitely smell like punjabi
Identity Attack0.381025
Insult0.16875735
Profanity0.0569429
Threat0.008000307
Severe Toxicity0.011672974
Moderate 0.3250515 Moderate Con 0.369 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I have np with whatever race that wants to come to Canada, but my problem with the Indians is that when. They get jobs they only hire their own once they get in, and when …
I have np with whatever race that wants to come to Canada, but my problem with the Indians is that when. They get jobs they only hire their own once they get in, and when there are other races at the job, they give all that work to the other race and talk in their language all day not a good feeling
Identity Attack0.40255263
Insult0.13607834
Profanity0.07047026
Threat0.008090926
Severe Toxicity0.013091337
Moderate 0.3250515 Constructive 0.58 Identity_Assertion
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
The content of this video reflects clear racial bias and discrimination against the Indian diaspora.
The content of this video reflects clear racial bias and discrimination against the Indian diaspora.
Identity Attack0.36702603
Insult0.09270445
Profanity0.077731855
Threat0.012596053
Severe Toxicity0.013414118
Moderate 0.3250515 Low Con 0.279
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
You first went there as European colonizers you colonized India and half the world performed extreme brutalites for money and now you are having problem with immigrants. So, ironic and if you don’t like them …
You first went there as European colonizers you colonized India and half the world performed extreme brutalites for money and now you are having problem with immigrants. So, ironic and if you don’t like them so why you shield khalistani activist from Indian government.
Identity Attack0.36702603
Insult0.18480228
Profanity0.034397304
Threat0.014738814
Severe Toxicity0.01322045
Moderate 0.3250515 Moderate Con 0.376
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Don't call yourself a journalist, and this video is not a pure journalism. You are just finding the bad things about Indians.
Don't call yourself a journalist, and this video is not a pure journalism. You are just finding the bad things about Indians.
Identity Attack0.31015682
Insult0.11978693
Profanity0.07449899
Threat0.009411395
Severe Toxicity0.010223389
Moderate 0.3250515 Moderate Con 0.332 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Seems like most people like them, tbh I have no issue with indians but I would much rather have them in India and develop India, they need them badly
Seems like most people like them, tbh I have no issue with indians but I would much rather have them in India and develop India, they need them badly
Identity Attack0.3758158
Insult0.16053712
Profanity0.15107171
Threat0.030623792
Severe Toxicity0.018449519
Moderate 0.3245134 Moderate Con 0.462 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Well white people don't belong in Canada anyway. You belong in Europe so why target only Indians for coming to Canada?
Well white people don't belong in Canada anyway. You belong in Europe so why target only Indians for coming to Canada?
Identity Attack0.39207554
Insult0.08484049
Profanity0.02836696
Threat0.0078449575
Severe Toxicity0.00957489
Moderate 0.3245134 Low Con 0.26 Identity_Assertion
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
There are so many Indians in Ireland now that Ireland would have to send 30 million Irish to India to affect their demographics to the same extent. Thats 8 times the entire native Irish population! …
There are so many Indians in Ireland now that Ireland would have to send 30 million Irish to India to affect their demographics to the same extent. Thats 8 times the entire native Irish population! Its complete madness.
Identity Attack0.36598656
Insult0.16831873
Profanity0.108590275
Threat0.011275585
Severe Toxicity0.011444092
Moderate 0.3245134 Low Con 0.278 Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Tyler - was onto something but missed a HUGE story by not diving in deep enough. The Indian invasion in Canada makes the Minnesota Somalian insanity look like small potatoes. I’d be more than happy …
Tyler - was onto something but missed a HUGE story by not diving in deep enough. The Indian invasion in Canada makes the Minnesota Somalian insanity look like small potatoes. I’d be more than happy to be interviewed by Tyler.
Identity Attack0.2869935
Insult0.28997475
Profanity0.025497584
Threat0.008220384
Severe Toxicity0.0090789795
Moderate 0.3245134 Constructive 0.601
Jan 27, 2026 Inside Canada's Indian Invasion...
Lol , this dude travelled to spread some hatred and all he got in return is loads of food and nice treatment and left him wondering why his own people don't look after each other …
Lol , this dude travelled to spread some hatred and all he got in return is loads of food and nice treatment and left him wondering why his own people don't look after each other and Indians do! The white europeans went there and built all those churches and spread their culture, now can't stand watching someone else do that.
Identity Attack0.33352965
Insult0.15414265
Profanity0.089693464
Threat0.009903334
Severe Toxicity0.011749268
Moderate 0.3245134 Moderate Con 0.402 Moral_Argument
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You know it's bad when even the Indians themselves complain
You know it's bad when even the Indians themselves complain
Identity Attack0.3817989
Insult0.110259406
Profanity0.11539881
Threat0.010783645
Severe Toxicity0.012435913
Moderate 0.3245134 Low Con 0.212 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
just saying i don't support hindu stuff as an Indian in canada jesus is king ✝. ( i am not a convert i was born in india moved to canada at 7 i am part …
just saying i don't support hindu stuff as an Indian in canada jesus is king ✝. ( i am not a convert i was born in india moved to canada at 7 i am part of syro-malabar church ifykyk
Identity Attack0.39773783
Insult0.083359696
Profanity0.064458095
Threat0.010757755
Severe Toxicity0.016125489
Moderate 0.3245134 Constructive 0.507 Personal_Narrative
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
Even Indians don't want themselves there
Even Indians don't want themselves there
Identity Attack0.38238457
Insult0.07333439
Profanity0.09389619
Threat0.012647836
Severe Toxicity0.013607788
Moderate 0.3245134 Low Con 0.216 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
They are not Indians but Pajeets, So stop Calling them Indians
They are not Indians but Pajeets, So stop Calling them Indians
Identity Attack0.37361985
Insult0.27969417
Profanity0.15371579
Threat0.015256803
Severe Toxicity0.023076924
Moderate 0.32397532 Low Con 0.184 Identity_Assertion
Feb 24, 2026 Inside Canada's Indian Invasion...
As an immigrant living in Canada for 50 years, it amazes me that Canadians are called racists when they are the ones who accepted immigrants with open arms. But immigration has gone too far. And …
As an immigrant living in Canada for 50 years, it amazes me that Canadians are called racists when they are the ones who accepted immigrants with open arms. But immigration has gone too far. And why are we only immigrating Indians and Muslims? That's not immigration, it's migration.
Identity Attack0.38215697
Insult0.15698463
Profanity0.019348921
Threat0.007573096
Severe Toxicity0.009346008
Moderate 0.32397532 Constructive 0.692
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
I am from Brampton, and over here we call this Indian invasion, AKA Injection of liberal votes "Diversity"
I am from Brampton, and over here we call this Indian invasion, AKA Injection of liberal votes "Diversity"
Identity Attack0.3758158
Insult0.15556364
Profanity0.10116278
Threat0.02613456
Severe Toxicity0.021806452
Moderate 0.32397532 Moderate Con 0.412 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Indian invasion
Indian invasion
Identity Attack0.37655997
Insult0.08484049
Profanity0.10178173
Threat0.03718498
Severe Toxicity0.023076924
Moderate 0.32397532 Moderate Con 0.404 Identity_Assertion
Jan 27, 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.