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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: "If you whites are so …" 1,674 comments · Page 41 of 67
First white guy tripping
First white guy tripping
Identity Attack0.39966375
Insult0.16802633
Profanity0.17008601
Threat0.11769595
Severe Toxicity0.022839356
Moderate 0.37751234 Moderate Con 0.379
Jan 27, 2026 Inside Canada's Indian Invasion...
And canada promised to whites back in mesolithic
And canada promised to whites back in mesolithic
Identity Attack0.45348886
Insult0.17486192
Profanity0.08613731
Threat0.04718852
Severe Toxicity0.021031776
Moderate 0.37751234 Low Con 0.182 Identity_Assertion
Feb 6, 2026 Inside Canada's Indian Invasion...
Canada never belonged to white people it was invaded by them
Canada never belonged to white people it was invaded by them
Identity Attack0.4508763
Insult0.15343215
Profanity0.0816113
Threat0.011974656
Severe Toxicity0.017029278
Moderate 0.37751234 Low Con 0.169 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
I just wonder why white still have racial identity ? No Church or Masjid offers free food or humanitarian aid but we HINDU PARSI JAIN SIKHS and Indian Christians Jews have one one unique thing …
I just wonder why white still have racial identity ? No Church or Masjid offers free food or humanitarian aid but we HINDU PARSI JAIN SIKHS and Indian Christians Jews have one one unique thing is , treat human as human being. See history , when Indians initially landed there , they were not treated at par but we did not asked for HINDU SIKH or JAIN laws................We try to build ourselves with hardwork and keeping family roots intact. This is the reason Indians are successful migrants. Even in India , they stay in close family relations and financial transactions are done only in community to ensure that money flows within community. This is not crime but way of gaining wealth for longer properity and existence.
Identity Attack0.46028158
Insult0.24493282
Profanity0.10178173
Threat0.017674083
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.73
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and …
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and leave. This created space for the Indians to come in and occupy. Now, the Indians have bought up all the businesses and houses from where the yts have flee. Now the yt people see the Indians thriving and giving jobs to their own kind, discriminating just like the yt people do, and this makes the yt people upset. Two very arrogant, egotistical, and entitled kinds of people.
Identity Attack0.44690517
Insult0.27969417
Profanity0.08064143
Threat0.011120236
Severe Toxicity0.017158391
Moderate 0.37751234 Constructive 0.542 Identity_Assertion
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Native canadian not white lol
Native canadian not white lol
Identity Attack0.44690517
Insult0.16751462
Profanity0.07643871
Threat0.007961469
Severe Toxicity0.01735206
Moderate 0.37751234 Moderate Con 0.328 Identity_Assertion
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
Go to india and check out the burger joint by the us consulate. Buch of whites there. Thats not whites taking over the country. Truth is canadian government trying to get rich with cheep labor.
Go to india and check out the burger joint by the us consulate. Buch of whites there. Thats not whites taking over the country. Truth is canadian government trying to get rich with cheep labor.
Identity Attack0.44690517
Insult0.23704576
Profanity0.048175167
Threat0.009540852
Severe Toxicity0.01302678
Moderate 0.37751234 Moderate Con 0.317 Economic_Argument
Feb 24, 2026 2 likes Inside Canada's Indian Invasion...
Dude, who would fall for a white guy trying to enter the US? 😂😂😂
Dude, who would fall for a white guy trying to enter the US? 😂😂😂
Identity Attack0.44690517
Insult0.15769513
Profanity0.11354194
Threat0.01508414
Severe Toxicity0.018449519
Moderate 0.37751234 Low Con 0.2 Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...
Tyler slowly turned into a white supremacist “14 words” guy
Tyler slowly turned into a white supremacist “14 words” guy
Identity Attack0.39207554
Insult0.26395
Profanity0.09518933
Threat0.010835429
Severe Toxicity0.014963473
Moderate 0.37751234 Low Con 0.216 Meta_Commentary
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
"Invasion", while it was the previous Canadian government that let in a flood of Indians by letting Canadians run fake diploma mills, including but not limited to khalistani terrorists despite warnings from the Indian govt. …
"Invasion", while it was the previous Canadian government that let in a flood of Indians by letting Canadians run fake diploma mills, including but not limited to khalistani terrorists despite warnings from the Indian govt. But not taking any blame is a part of white culture so it is wt it is ig. Keep importing our worst, keep blaming others instead of your govt, helps us back home
Identity Attack0.43256098
Insult0.26957804
Profanity0.041160982
Threat0.011120236
Severe Toxicity0.014963473
Moderate 0.37751234 Moderate Con 0.374 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
All these bon white Europeans gotta go that came here in the last 4 decades
All these bon white Europeans gotta go that came here in the last 4 decades
Identity Attack0.44690517
Insult0.16861114
Profanity0.15371579
Threat0.03407705
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.21 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Why is Brampton such an issue. I mean its just one city these videos never focus on real issues just blaming or demonizing one community to blame their failures. Their mayors are white MP’s are …
Why is Brampton such an issue. I mean its just one city these videos never focus on real issues just blaming or demonizing one community to blame their failures. Their mayors are white MP’s are white , premiers are white prime ministers are white but somehow a brown or black person working in tim horton is the root of all problems.
Identity Attack0.46028158
Insult0.24171697
Profanity0.06395709
Threat0.009566744
Severe Toxicity0.014769804
Moderate 0.37751234 Constructive 0.512 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
It's Karma to White Colonials.
It's Karma to White Colonials.
Identity Attack0.43896464
Insult0.16853803
Profanity0.092279755
Threat0.021645326
Severe Toxicity0.020644438
Moderate 0.37751234 Low Con 0.178 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
there is a white genocide taking place in Canada and nobody is allowed to oppose it
there is a white genocide taking place in Canada and nobody is allowed to oppose it
Identity Attack0.44690517
Insult0.10440776
Profanity0.08807703
Threat0.13448004
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.171 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
yeah the one white guy said it very correctly- "They just have low inteligence" yeah actually most of our people whethere they are rich or poor they act like they are the one. Our people …
yeah the one white guy said it very correctly- "They just have low inteligence" yeah actually most of our people whethere they are rich or poor they act like they are the one. Our people have a kind of attitude. That attitude is harming others also.
Identity Attack0.39461556
Insult0.26957804
Profanity0.07870171
Threat0.011379151
Severe Toxicity0.012962224
Moderate 0.37751234 Constructive 0.65 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
This is still better than coming in big ships, spreading diseases and killing native people, and forcefully taking native peoples land and pushing them to extinction. You should be grateful Indians are not repeating white …
This is still better than coming in big ships, spreading diseases and killing native people, and forcefully taking native peoples land and pushing them to extinction. You should be grateful Indians are not repeating white people history, like history of US Canada South Africa New Zealand Australia 😅
Identity Attack0.44690517
Insult0.16883044
Profanity0.05393682
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.412 Comparative_Framing
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
If that white guy is very intelligent so why is he a construction worker huh
If that white guy is very intelligent so why is he a construction worker huh
Identity Attack0.39461556
Insult0.23704576
Profanity0.104876526
Threat0.010291707
Severe Toxicity0.01935331
Moderate 0.37751234 Low Con 0.224 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
@8:15 Oh, and why is that? No white people to coat tail?
@8:15 Oh, and why is that? No white people to coat tail?
Identity Attack0.44690517
Insult0.15414265
Profanity0.1067334
Threat0.044925548
Severe Toxicity0.019740647
Moderate 0.37751234 Low Con 0.219 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
4:52 but there racist against whites ?
4:52 but there racist against whites ?
Identity Attack0.41222036
Insult0.11464815
Profanity0.12374964
Threat0.018192071
Severe Toxicity0.016706496
Moderate 0.37751234 Low Con 0.255 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I don't see no white doctors now days 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
I don't see no white doctors now days 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
Identity Attack0.3908055
Insult0.089778624
Profanity0.11230402
Threat0.014220826
Severe Toxicity0.019482423
Moderate 0.37751234 Moderate Con 0.314 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Right, why not also ask the Wet'suweten, the Nlakapamux, the Haida, and the Xilcotin about the visa's the white man "produced" to steal their lands. What a joke.
Right, why not also ask the Wet'suweten, the Nlakapamux, the Haida, and the Xilcotin about the visa's the white man "produced" to steal their lands. What a joke.
Identity Attack0.4054415
Insult0.27763805
Profanity0.057443913
Threat0.012440704
Severe Toxicity0.015931819
Moderate 0.37751234 Moderate Con 0.409
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
this is diference between islamist extremists and other religions they welcome everyone they dont want to change your religion they give you free mind and peace its just white people insecurity if they islamists they …
this is diference between islamist extremists and other religions they welcome everyone they dont want to change your religion they give you free mind and peace its just white people insecurity if they islamists they dont speak anytrhing because they are afraid
Identity Attack0.44690517
Insult0.16802633
Profanity0.11230402
Threat0.019055385
Severe Toxicity0.019095084
Moderate 0.37751234 Moderate Con 0.387
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
its called tribalism and you white people especially women have voted to ban eurpean tribalism under the false judgement of nazism/racism
its called tribalism and you white people especially women have voted to ban eurpean tribalism under the false judgement of nazism/racism
Identity Attack0.41975367
Insult0.16795322
Profanity0.15283443
Threat0.010705971
Severe Toxicity0.019095084
Moderate 0.37751234 Low Con 0.265
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
It's funny all the white immigrants ( who migrated to America/canada/australia and wiped out the original culture and people, are so afraid about the massive immigration 😂
It's funny all the white immigrants ( who migrated to America/canada/australia and wiped out the original culture and people, are so afraid about the massive immigration 😂
Identity Attack0.46028158
Insult0.16839184
Profanity0.06646215
Threat0.013165667
Severe Toxicity0.01806218
Moderate 0.37751234 Moderate Con 0.321 Humor_Satire
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
It must break their hearts, like how the superior white skinned colonizers now becoming minority in their own countries 😂😂 Don't worry The karma is just completing it's Life cycle.
It must break their hearts, like how the superior white skinned colonizers now becoming minority in their own countries 😂😂 Don't worry The karma is just completing it's Life cycle.
Identity Attack0.44690517
Insult0.17734702
Profanity0.1308005
Threat0.063352615
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.239
Oct 6, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)

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.