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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 40 of 67
White folks act like the world was made for them and for them only. White people are not indigenous to to Canada. Did white Canadians learn any indigenous languages? So why do they complain about …
White folks act like the world was made for them and for them only. White people are not indigenous to to Canada. Did white Canadians learn any indigenous languages? So why do they complain about assimilation? The world is changing.
Identity Attack0.4830652
Insult0.16817254
Profanity0.043415543
Threat0.00756015
Severe Toxicity0.015350811
Moderate 0.3827457 Moderate Con 0.451
Aug 27, 2025 Why Canadians Are Turning Against …
Whites captured all these countries just centuries ago and now they don't want someone else, what a irony😂😂
Whites captured all these countries just centuries ago and now they don't want someone else, what a irony😂😂
Identity Attack0.44690517
Insult0.18480228
Profanity0.10301965
Threat0.00899713
Severe Toxicity0.020127986
Moderate 0.3811502 Low Con 0.191 Moral_Argument
Jan 28, 2026 5 likes Inside Canada's Indian Invasion...
What I’ve seen so far half way in this video is immigrant on immigrant hate😂 lmao I see the ratio is very different of where they are coming from but in the video it said …
What I’ve seen so far half way in this video is immigrant on immigrant hate😂 lmao I see the ratio is very different of where they are coming from but in the video it said 1/4 Canadians are immigrants so even from the white people he interviewed were all immigrants I think 1 or 2 weren’t but the rest were from Poland Portugal Holland and I’m only half way in the video lmao
Identity Attack0.39773783
Insult0.15556364
Profanity0.14666493
Threat0.011042561
Severe Toxicity0.023076924
Moderate 0.3811502 Constructive 0.574 Meta_Commentary
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's funny or white people go to every other country and do business go on vacation but when they're in their own country bitter
It's funny or white people go to every other country and do business go on vacation but when they're in their own country bitter
Identity Attack0.46028158
Insult0.17610447
Profanity0.119731516
Threat0.010447056
Severe Toxicity0.01896597
Moderate 0.3811502 Low Con 0.283 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Now white people know how natives of the land felt. Karma is beautiful
Now white people know how natives of the land felt. Karma is beautiful
Identity Attack0.44690517
Insult0.16195811
Profanity0.108590275
Threat0.028206514
Severe Toxicity0.023076924
Moderate 0.3811502 Moderate Con 0.367 Identity_Assertion
Jan 20, 2026 6 likes Inside Canada's Indian Metropolis (Brampton)
When did whites become native Canadians 😂
When did whites become native Canadians 😂
Identity Attack0.46028158
Insult0.16809943
Profanity0.0715894
Threat0.009618527
Severe Toxicity0.018449519
Moderate 0.37955463 Low Con 0.251 Humor_Satire
Feb 3, 2026 Inside Canada's Indian Invasion...
In Winnipeg it is also zero white people working in our Tim Hourtins. Its only racism if its a white person having this hiring practice.
In Winnipeg it is also zero white people working in our Tim Hourtins. Its only racism if its a white person having this hiring practice.
Identity Attack0.46028158
Insult0.16846494
Profanity0.03715288
Threat0.008634649
Severe Toxicity0.013543231
Moderate 0.37955463 Low Con 0.264 Identity_Assertion
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
9:05 their god is a white money man ? Lmao
9:05 their god is a white money man ? Lmao
Identity Attack0.3908055
Insult0.16551061
Profanity0.16031636
Threat0.011094344
Severe Toxicity0.02167734
Moderate 0.37795907 Low Con 0.173 Humor_Satire
Feb 26, 2026 Inside Canada's Indian Invasion...
These white people forget that they too r immigrants..came a few centuries before us...native indians r the real owner of usa and canada.
These white people forget that they too r immigrants..came a few centuries before us...native indians r the real owner of usa and canada.
Identity Attack0.46028158
Insult0.1823172
Profanity0.055940874
Threat0.008336896
Severe Toxicity0.015609037
Moderate 0.37795907 Moderate Con 0.364 Identity_Assertion
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
there's too many white Canadians in Canada. *LET THEM IN*
there's too many white Canadians in Canada. *LET THEM IN*
Identity Attack0.46028158
Insult0.13607834
Profanity0.075468846
Threat0.019918699
Severe Toxicity0.018384963
Moderate 0.37795907 Low Con 0.187 Identity_Assertion
Feb 13, 2026 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...
oh wow........ (as someone who grew up in Vancouver...... aka "HongCouver" ......... you gotta come visit HONG-COUVER some day and do a video on how chinese are taking over the greater Vancouver area, NOT EVEN …
oh wow........ (as someone who grew up in Vancouver...... aka "HongCouver" ......... you gotta come visit HONG-COUVER some day and do a video on how chinese are taking over the greater Vancouver area, NOT EVEN JUST VANCOUVER CITY....... ITS EVERY SINGLE CITY within a 1-2 hour drive outside of Vancouver City................. THEY LITERALLY ARE TAKING OVER....... and I am NOTTT a racist person........ but man..... its not the same vancouver that I grew up in I tell you that, MY SON IS ONE OF ONLY 6 WHITE KIDS IN HIS ENTIRE SCHOOL (a elementary school of 400-450 kids BY THE WAY)...................... since grade 1 (he is now in grade 3) ........ HE HAS BEEN THE ONLY WHITE KID IN HIS CLASS SINCE HE STARTED GOING TO SCHOOL THERE................. AND AGAIN!!!!!!!!! NOTHING WRONG WITH CHINESE OR ASIAN PEOPLE................. I JUST CAN NOT HELP BUT WONDER THAT 15-30 YEARS FROM NOW............. IS THERE GOING TO BE ANYYYYY WHITE PEOPLE LEFT HERE????????? MY THOUGHTS ARE NO........ WHITE PEOPLE WILL BE LESS THEN 5%
Identity Attack0.38185352
Insult0.25800487
Profanity0.0887236
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.606 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The driving part was funny, that is legit India, Vietnam, China, Pakistan and MOST of Central and North Africa..i know i've lived in these areas...its wild Google or serach up how to cross the road …
The driving part was funny, that is legit India, Vietnam, China, Pakistan and MOST of Central and North Africa..i know i've lived in these areas...its wild Google or serach up how to cross the road in VIetnam and its 1000's of videos of the chaos, its not normal, its not a system its just low IQ as the white dude said
Identity Attack0.39773783
Insult0.24928534
Profanity0.18356428
Threat0.02181799
Severe Toxicity0.020902663
Moderate 0.37751234 Constructive 0.57
Jan 27, 2026 Inside Canada's Indian Invasion...
Flip-flopping immigration issues, whoop-dee-doo in Canada, the new satellite country of/India of North America 🇮🇳. Pretty 🍛 spicy issues coming out of Canada this days. No longer the great white North. The great white replacement …
Flip-flopping immigration issues, whoop-dee-doo in Canada, the new satellite country of/India of North America 🇮🇳. Pretty 🍛 spicy issues coming out of Canada this days. No longer the great white North. The great white replacement Theory in action 🎬. Crazy good.😂
Identity Attack0.3958119
Insult0.26957804
Profanity0.07870171
Threat0.010576514
Severe Toxicity0.015350811
Moderate 0.37751234 Low Con 0.189 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Can you people put White (Western) people on the government? Not those immigrants who just received green card/residency in your country. That Zafar sure is not a true Canadian. You let those people sit in …
Can you people put White (Western) people on the government? Not those immigrants who just received green card/residency in your country. That Zafar sure is not a true Canadian. You let those people sit in the government, ofcourse they'll be sympathetic towards those other immigrants as well. And those Indians are good at sugar-coating. 🤦
Identity Attack0.46028158
Insult0.2469859
Profanity0.059948977
Threat0.009359611
Severe Toxicity0.016771052
Moderate 0.37751234 Moderate Con 0.428 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
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...
I can only see bad comments and racism from fellow white people. I don’t see any hatred from the other people. Guys not good.
I can only see bad comments and racism from fellow white people. I don’t see any hatred from the other people. Guys not good.
Identity Attack0.40713623
Insult0.21135417
Profanity0.068967216
Threat0.009256045
Severe Toxicity0.013543231
Moderate 0.37751234 Moderate Con 0.458 Moral_Argument
Nov 24, 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)
The Britishers came looted, murdered, done many atrocities in india but no west people condemned or raised any voice about it. Christianity came in India and is slowly changing ethnicity in India That's not the …
The Britishers came looted, murdered, done many atrocities in india but no west people condemned or raised any voice about it. Christianity came in India and is slowly changing ethnicity in India That's not the problem for these white people
Identity Attack0.4508763
Insult0.20434737
Profanity0.15371579
Threat0.1368402
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.39 Moral_Argument
Feb 9, 2026 Inside Canada's Indian Invasion...
I don't see anything bad here at all. Other than some white people with bad attitudes. And im older and white and not a huge fan of the mass imagination we have seen here over …
I don't see anything bad here at all. Other than some white people with bad attitudes. And im older and white and not a huge fan of the mass imagination we have seen here over the last 5 years.
Identity Attack0.44690517
Insult0.21368977
Profanity0.10549548
Threat0.009981008
Severe Toxicity0.014898917
Moderate 0.37751234 Constructive 0.551 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
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...
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...
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 …
The larger issue you don’t seem to understand or convey in your video is the fact that this racist and ignorance-fuelled behaviour becoming so normalized without thinking about the deeper issues at hand trickles into …
The larger issue you don’t seem to understand or convey in your video is the fact that this racist and ignorance-fuelled behaviour becoming so normalized without thinking about the deeper issues at hand trickles into society at large is it eventually seeps into racism in general towards other cultures (although it’s not right towards any culture or ethnicity). Basically if you’re not white or white passing people become less inclusive or accepting, or write you off thinking you’re a foreigner (have seen this being experienced by a lot of Canadian born friends). This is all in all a reflection of the failing critical thinking skills in our society and dumbing down of our culture. If you think you’re gonna sit cushy and you’re safe because you’re not one of the indians, well you just might be next! People have lost empathy and decency. A lot of the videos posted online are exaggerated posts to garner views and engagement, but it’s not necessarily the truth.
Identity Attack0.34324843
Insult0.35677677
Profanity0.12727508
Threat0.010783645
Severe Toxicity0.01935331
Moderate 0.37751234 Constructive 0.708 Moral_Argument
Feb 8, 2026 1 likes 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.