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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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Search comment text, filter by category or toxicity level
30,738 comments · Page 326 of 1230
You havent seen the nasty parts. Of course walking into temple with a camera you will hear advocation for peace. Growing up there you are taught in school that if you are white you are …
You havent seen the nasty parts. Of course walking into temple with a camera you will hear advocation for peace. Growing up there you are taught in school that if you are white you are evil from the teachers and the brown students of which outnumber you 20/1 take that mileage and run with it. Many employers and landlords will not even give you a chance unless you are of their faith or from their home region in india or pakistan, and if you are black or white than you shouldnt even bother trying… aint gonna happen. There is a massive entitlement from the younger Sikhs who actively want to see the country become more closer to the punjab with Brampton being the new Lahore. Street violence rarely gets brought up anymore because it is so frequent so media only jumps on it if they got nothing else to use. The majority of gangs are in Bramalea south of Kennedy. This isnt just circumstances because “they have it so hard here boohoo”. The Tamel people that live in Brampton come from India and Sri Lanka. Many fled due to the tigers and because India has been trying to destroy their culture for a long while. You wont find Tamel who has lived in Canada more than a year in a gang, or with a thick as lard accent, or speaking their previous language in public. They are good people, very respectful.
Identity Attack0.44690517
Insult0.3388922
Profanity0.17101645
Threat0.025961896
Severe Toxicity0.022710243
Moderate 0.38601747 Constructive 0.663 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
So disguting
So disguting
Identity Attack0.020681098
Insult0.33964422
Profanity0.19032755
Threat0.008712323
Severe Toxicity0.014059683
Moderate 0.38601747 Moderate Con 0.353 Moral_Argument
Jan 2, 2026 Inside Canada's Indian Metropolis (Brampton)
We can only thank first and second Trudeau for the mes that we have now in Canada. As a white migrant they are blaming me for the racism and discrimination. I am sick and tiers …
We can only thank first and second Trudeau for the mes that we have now in Canada. As a white migrant they are blaming me for the racism and discrimination. I am sick and tiers of this newcomers and free loaders to Canada. Pack up and go where you come from if you don't like the way Canada is. We will be better off without you. Learn the language and respect Canada that gave you opportunity to live in peace.
Identity Attack0.41222036
Insult0.34548226
Profanity0.02392626
Threat0.010964886
Severe Toxicity0.016190045
Moderate 0.38601747 Constructive 0.522
Aug 25, 2025 Why Canadians Are Turning Against …
Gross.
Gross.
Identity Attack0.010951365
Insult0.40243408
Profanity0.10920923
Threat0.00866054
Severe Toxicity0.011062622
Moderate 0.38601747 Moderate Con 0.324
Nov 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20668297
Profanity0.043916557
Threat0.018537397
Severe Toxicity0.017093835
Moderate 0.38601747 Low Con 0.249 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
As someone from Ottawa Canada who goes to Toronto often, yes there are a lot of Indians in our country and my gripe comes down to how they overrun traditional fast food places we grew …
As someone from Ottawa Canada who goes to Toronto often, yes there are a lot of Indians in our country and my gripe comes down to how they overrun traditional fast food places we grew up on, but since they have no attachment to it they half ass and don’t make things up to par and make it seem like they’re doing you a favor when you’re paying. So many places are ruined because of this, not just Tim Hortons. However, Tyler postured this as if this is a recent epidemic when Brampton has BEEN known for a lot of Indian immigrants starting in the late 80s and 90s- maybe he mentions this and I missed it or I haven’t got to it yet as I’m midway through the video… Toronto and its areas are very diverse and have been for a long time. Nearby from Brampton in Markham that’s where a lot of Chinese are and you can see it by the business types and you see Chinese lettering under English writing in some places. So why is Tyler acting like this is a rapid epidemic that just started? To ramp you guys up. Again, not denying the fact we have a ton of Indians and have taken in more than ever in the recent years, but these weren’t calm white places that have been overrun like in some of your other videos in Europe, etc.
Identity Attack0.316
Insult0.36798462
Profanity0.33453682
Threat0.011405042
Severe Toxicity0.023076924
Moderate 0.38601747 Constructive 0.802 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
What a joke its unbelievable fire all those incompetent employees not doing their job.
What a joke its unbelievable fire all those incompetent employees not doing their job.
Identity Attack0.016862517
Insult0.4339631
Profanity0.04516909
Threat0.08703069
Severe Toxicity0.008392334
Moderate 0.38601747 Low Con 0.155
Nov 23, 2025 1 likes Thousands of refugees allowed into …
Immediately check that racist guy’s hard drive. That being said. It is disheartening to see some bad immigrants ruining it for the majority immigrants who are genuinely working hard to have a better life.
Immediately check that racist guy’s hard drive. That being said. It is disheartening to see some bad immigrants ruining it for the majority immigrants who are genuinely working hard to have a better life.
Identity Attack0.37292135
Insult0.36939126
Profanity0.037904397
Threat0.009644418
Severe Toxicity0.011291504
Moderate 0.38601747 Moderate Con 0.481 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian, i had to leave and emigrate to Norway to go back to a time where I’m not scared to lock my doors. I hate what Canada has become
As a Canadian, i had to leave and emigrate to Norway to go back to a time where I’m not scared to lock my doors. I hate what Canada has become
Identity Attack0.43256098
Insult0.21368977
Profanity0.104876526
Threat0.010576514
Severe Toxicity0.015931819
Moderate 0.38601747 Moderate Con 0.469 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
Enviable ? Montreal is almost All Muslim living off the dole , it’s Canada !
Enviable ? Montreal is almost All Muslim living off the dole , it’s Canada !
Identity Attack0.46028158
Insult0.25007802
Profanity0.06195303
Threat0.00866054
Severe Toxicity0.01896597
Moderate 0.38601747 Low Con 0.22 Unverified_Claim
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
DO NORTH TEXAS INIAN INVASION
DO NORTH TEXAS INIAN INVASION
Identity Attack0.3817989
Insult0.1378885
Profanity0.1631077
Threat0.2836219
Severe Toxicity0.038593806
Moderate 0.38601747 Low Con 0.257
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
CANADA NEEDS ICE COPS THEY ARE COMING IN ILLEGALY TAKING ARE JOBS THEY CANT DRIVE THEY ARE KILLING CANADA
CANADA NEEDS ICE COPS THEY ARE COMING IN ILLEGALY TAKING ARE JOBS THEY CANT DRIVE THEY ARE KILLING CANADA
Identity Attack0.24970764
Insult0.22770336
Profanity0.060951006
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.38601747 Low Con 0.225
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
White segregation is coming with all this mass immigration
White segregation is coming with all this mass immigration
Identity Attack0.4508763
Insult0.123407245
Profanity0.11354194
Threat0.014566151
Severe Toxicity0.022710243
Moderate 0.38601747 Low Con 0.197 Fear_Threat
Feb 24, 2026 Inside Canada's Indian Invasion...
Punjabi's don't eat cow, poop or worship animals. These arent the call center type of browns. There's a bed bunch in every race or nationality. + Props to Tyler exposing this
Punjabi's don't eat cow, poop or worship animals. These arent the call center type of browns. There's a bed bunch in every race or nationality. + Props to Tyler exposing this
Identity Attack0.35948995
Insult0.24767025
Profanity0.29209393
Threat0.02440793
Severe Toxicity0.023645958
Moderate 0.38601747 Constructive 0.575 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Everyone is foreigner except the Aboriginal people
Everyone is foreigner except the Aboriginal people
Identity Attack0.4887047
Insult0.16853803
Profanity0.10735235
Threat0.01052473
Severe Toxicity0.023076924
Moderate 0.38601747 Moderate Con 0.338
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
96% of ALL Canadas immigrants come from India. That means its NOT multiculturalism, its an INVASION!!!!
96% of ALL Canadas immigrants come from India. That means its NOT multiculturalism, its an INVASION!!!!
Identity Attack0.46028158
Insult0.24424846
Profanity0.02932342
Threat0.007689608
Severe Toxicity0.02258113
Moderate 0.38601747 Low Con 0.203 Unverified_Claim
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
The Canadian Dominion of Cuckistan has fallen.
The Canadian Dominion of Cuckistan has fallen.
Identity Attack0.27991617
Insult0.37619758
Profanity0.22522148
Threat0.008634649
Severe Toxicity0.01896597
Moderate 0.38601747 Low Con 0.171 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm an Indian and Punjab is the worst state where all the drugs, criminals, illegal border crossings, rape, human traffickers and terrorism, gangs, gang violence connecting with khalistan are raised and they just have plenty …
I'm an Indian and Punjab is the worst state where all the drugs, criminals, illegal border crossings, rape, human traffickers and terrorism, gangs, gang violence connecting with khalistan are raised and they just have plenty of land plus black money which gives them power. Sad some of the states have totally put the whole country name to such a shame and have never evolved from such a mindset. I just pray Indians to represent their country abroad as a better citizen and respect their laws and culture.
Identity Attack0.44690517
Insult0.36537176
Profanity0.20916378
Threat0.12689553
Severe Toxicity0.031420294
Moderate 0.38601747 Constructive 0.704 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
pa jeets are locusts.
pa jeets are locusts.
Identity Attack0.26325142
Insult0.46327567
Profanity0.26607355
Threat0.024062606
Severe Toxicity0.023076924
Moderate 0.38601747 Low Con 0.213
Jan 27, 2026 Inside Canada's Indian Invasion...
tell me why neglect of care we have enough colleges that need credits all a bunch of bull
tell me why neglect of care we have enough colleges that need credits all a bunch of bull
Identity Attack0.022188433
Insult0.40243408
Profanity0.2395431
Threat0.008440462
Severe Toxicity0.01502803
Moderate 0.38434127 Low Con 0.224 Policy_Critique
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
Send everyone back to where they came from. If their not with us there against us .
Send everyone back to where they came from. If their not with us there against us .
Identity Attack0.38185352
Insult0.1711343
Profanity0.069969244
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.38434127 Low Con 0.175 Call_To_Action
Sep 9, 2025 Why Canadians Are Turning Against …
Bruh, ask any international student. They will tell you the same thing from 5 years ago before these all went to a hel hole.
Bruh, ask any international student. They will tell you the same thing from 5 years ago before these all went to a hel hole.
Identity Attack0.053854458
Insult0.24928534
Profanity0.3351773
Threat0.0287245
Severe Toxicity0.018320406
Moderate 0.38434127 Low Con 0.268
Sep 28, 2025 IRCC Names India in Study …
Thank you for not missing Canada's problem with Hindus
Thank you for not missing Canada's problem with Hindus
Identity Attack0.4774257
Insult0.24171697
Profanity0.037904397
Threat0.009437286
Severe Toxicity0.015867263
Moderate 0.38434127 Moderate Con 0.39 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Coming from India to Canada to be a minimum wage cashier at a restaurant is crazy.
Coming from India to Canada to be a minimum wage cashier at a restaurant is crazy.
Identity Attack0.23011416
Insult0.40975618
Profanity0.09066332
Threat0.007935578
Severe Toxicity0.009613037
Moderate 0.38434127 Moderate Con 0.403 Economic_Argument
Jan 27, 2026 157 likes Inside Canada's Indian Invasion...
Far as I am concerned I don't get free eye glasses or dental or hearing aids. I am a Senior and as far as I am concerned illegal and asylum immigrants should not receive free …
Far as I am concerned I don't get free eye glasses or dental or hearing aids. I am a Senior and as far as I am concerned illegal and asylum immigrants should not receive free health care in Canada call me racist I don't care.
Identity Attack0.41052565
Insult0.33154017
Profanity0.045419596
Threat0.011353259
Severe Toxicity0.017481172
Moderate 0.38434127 Constructive 0.564 Economic_Argument
Feb 26, 2026 136 likes BATRA’S BURNING QUESTIONS: Canada’s absent …

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.