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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 #}

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Active: "When i was in Vancouver …" 107 comments · Page 3 of 5
They already have Kalistan in Brampton and Vancouver. No Punjabi Sikh in India wants that
They already have Kalistan in Brampton and Vancouver. No Punjabi Sikh in India wants that
Identity Attack0.30103904
Insult0.0670459
Profanity0.046922635
Threat0.011405042
Severe Toxicity0.008926392
Low Tox 0.24924077 Low Con 0.29 Fear_Threat
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
Its been like that for ages i used to visit Vancouver canada when turned 19 im from wa state and hella imdians their
Its been like that for ages i used to visit Vancouver canada when turned 19 im from wa state and hella imdians their
Identity Attack0.27875587
Insult0.07840354
Profanity0.09775851
Threat0.009230154
Severe Toxicity0.009536743
Low Tox 0.2359567 Moderate Con 0.465 Personal_Narrative
Feb 27, 2026 Inside Canada's Indian Invasion...
I was in Vancouver a couple months ago, I renamed the city Vancurry, I did not found any white Canadian in my two weeks there
I was in Vancouver a couple months ago, I renamed the city Vancurry, I did not found any white Canadian in my two weeks there
Identity Attack0.28034934
Insult0.039737478
Profanity0.027410502
Threat0.009126588
Severe Toxicity0.005874634
Low Tox 0.23198941 Moderate Con 0.451 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Ontario, nova svptia. PEI, quebec, vancouver etc. keep voting for the same gang destroying the country. More liberals, more NDP, more greens means more pain. How much pain does it take to change thinking.
Ontario, nova svptia. PEI, quebec, vancouver etc. keep voting for the same gang destroying the country. More liberals, more NDP, more greens means more pain. How much pain does it take to change thinking.
Identity Attack0.043839492
Insult0.123407245
Profanity0.014600786
Threat0.014911477
Severe Toxicity0.004425049
Low Tox 0.21776234 Moderate Con 0.307 Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
I’m South African Indian from Durban, and I spent three months in Vancouver for work. Honestly, I wouldn’t visit Canada again. The cold was unbearable for me, and I found the country dull and boring. …
I’m South African Indian from Durban, and I spent three months in Vancouver for work. Honestly, I wouldn’t visit Canada again. The cold was unbearable for me, and I found the country dull and boring. Coming from Durban, where there’s warmth, energy, culture, and life everywhere, Canada just didn’t feel like my kind of place. Some people may enjoy the quiet and structure, but it’s not for everyone—and it definitely wasn’t for me. Three months was more than enough to know it’s not my vibe.
Identity Attack0.116281845
Insult0.089778624
Profanity0.049678206
Threat0.008272167
Severe Toxicity0.0059509277
Low Tox 0.19893374 Constructive 0.707 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
It's completely destroying the Canadian youth employment, aswell. Corporations are being incentivized by the Canadian government to hire temporary foreign workers so our youth unemployment rates have gone up to 15%+. Walk into a McDonald's, …
It's completely destroying the Canadian youth employment, aswell. Corporations are being incentivized by the Canadian government to hire temporary foreign workers so our youth unemployment rates have gone up to 15%+. Walk into a McDonald's, Taco Bell, Tim Hortons, etc, and you'll see nothing but Indians or Bangladeshis who barely speak English. In small towns you don't really see this, but in any major city like Vancouver or GTA you will.
Identity Attack0.20878418
Insult0.057890166
Profanity0.015079016
Threat0.008764107
Severe Toxicity0.004310608
Low Tox 0.19029272 Constructive 0.618 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
About time thank you tyler were all sick of this and Singh Hortons in vancouver bc
About time thank you tyler were all sick of this and Singh Hortons in vancouver bc
Identity Attack0.00932346
Insult0.15485314
Profanity0.01887069
Threat0.0068287146
Severe Toxicity0.002632141
Low Tox 0.18649188 Moderate Con 0.416
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
When I visited Vancouver British Columbia I noticed a lot of Indian people and it was interesting. I saw more Indian and Asians than Canadians haha
When I visited Vancouver British Columbia I noticed a lot of Indian people and it was interesting. I saw more Indian and Asians than Canadians haha
Identity Attack0.23467018
Insult0.036435258
Profanity0.033645786
Threat0.0071847234
Severe Toxicity0.004673004
Low Tox 0.18364124 Constructive 0.543 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Our bloody roads on Vancouver Island are now clogged with all the imports. Not only are they clogged the accident rate has gone up a lot. I'm hitting traffic blockage because of the auto accidents …
Our bloody roads on Vancouver Island are now clogged with all the imports. Not only are they clogged the accident rate has gone up a lot. I'm hitting traffic blockage because of the auto accidents way too often. Never mind the mindset of these people. Now the locals are driving dangerously because it is common for you to get stuck behind these people. People clogging the passing lane, driving under the speed limit or better yet, they randomly hit the brakes on the hyway. which cause things to be dangerous. We are soooo made at what's going on. Everyone seems to not like when these arrivals get jobs in our local town and are ignorant by talking in their language. We have NO doctors anymore and all medical issues have to wait 6 months to get treatment now. 5 times I tried to get bloodwork in our small town. I ended up having to drive to the city to get this done. Twice I've had to do this now.
Identity Attack0.010803374
Insult0.09563028
Profanity0.046171114
Threat0.013217449
Severe Toxicity0.0051116943
Low Tox 0.18269104 Constructive 0.743 Fear_Threat
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
When i was in Vancouver 1993, seem like the majority was asians ( chinese, Japanese and so on). I didnt see indians.
When i was in Vancouver 1993, seem like the majority was asians ( chinese, Japanese and so on). I didnt see indians.
Identity Attack0.27682206
Insult0.034011267
Profanity0.025360947
Threat0.0078449575
Severe Toxicity0.004825592
Low Tox 0.17718399 Constructive 0.506 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Way too many Indian MFs in Canada seem on our recent trips to Vancouver and Nova Scotia recently.
Way too many Indian MFs in Canada seem on our recent trips to Vancouver and Nova Scotia recently.
Identity Attack0.19890837
Insult0.05262003
Profanity0.033144772
Threat0.007314181
Severe Toxicity0.004558563
Low Tox 0.1693855 Moderate Con 0.423 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to Vancouver bud. Surrey has 5 times as many Indian immigrants as
Come to Vancouver bud. Surrey has 5 times as many Indian immigrants as
Identity Attack0.20680901
Insult0.039151907
Profanity0.022013342
Threat0.007029374
Severe Toxicity0.004386902
Low Tox 0.16851899 Moderate Con 0.325 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
My family of 16 moved to Canada from Holland in 1952. My wife’s family moved from France in 16th century. Canada has always been a land of immigrants. Where we lived in East Vancouver were …
My family of 16 moved to Canada from Holland in 1952. My wife’s family moved from France in 16th century. Canada has always been a land of immigrants. Where we lived in East Vancouver were were surrounded by Italians. Richmond was nothing years ago and now is mostly Chinese and Asian. Foreigners are energetic and have cultural roots they are proud of why shouldn’t they. The First Nations people here were exploited in every way by the English and French followed by every other European country. So the video focuses on Indian immigrants slanted with negative biases. India is a very diverse and historically one of the most accepting of foreigners in the world exploited terribly by the British and their hero Churchill who let millions of Indians starve by robbing them. Does anyone interviewed in this video know any history. Please stop belly aching.
Identity Attack0.11163961
Insult0.06529768
Profanity0.021466793
Threat0.008841781
Severe Toxicity0.004386902
Low Tox 0.15711457 Constructive 0.806
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Catch and Release, Vancouver streets are worse than Houston, Texas. Especially, Surrey. New Delhi has less crime than Surrey.
Catch and Release, Vancouver streets are worse than Houston, Texas. Especially, Surrey. New Delhi has less crime than Surrey.
Identity Attack0.05794714
Insult0.06889887
Profanity0.013336895
Threat0.008259222
Severe Toxicity0.002708435
Low Tox 0.15269235 Low Con 0.26 Fear_Threat
Feb 19, 2026 Canadian immigration officers investigating hundreds …
It’s not just Brampton, it’s Surrey, Vancouver, Winnipeg, Milton, Mississauga, and Toronto as well! Indians are all over Canada
It’s not just Brampton, it’s Surrey, Vancouver, Winnipeg, Milton, Mississauga, and Toronto as well! Indians are all over Canada
Identity Attack0.17303948
Insult0.03235855
Profanity0.022628209
Threat0.006977591
Severe Toxicity0.0038146973
Low Tox 0.15269235 Moderate Con 0.457 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
And if you go to Vancouver the airport is full of Chinese, all signs are in Chinese and all workers are Chinese. First time I flew in I honestly thought we took the wrong flight.
And if you go to Vancouver the airport is full of Chinese, all signs are in Chinese and all workers are Chinese. First time I flew in I honestly thought we took the wrong flight.
Identity Attack0.17614605
Insult0.031807642
Profanity0.014361672
Threat0.006492125
Severe Toxicity0.0030326843
Low Tox 0.15048122 Constructive 0.503 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
My neighbourhood in Vancouver, 10 years ago all the customer facing businesses had a mix of staff, now the 10-15 closest businesses are nearly 100% Indian only
My neighbourhood in Vancouver, 10 years ago all the customer facing businesses had a mix of staff, now the 10-15 closest businesses are nearly 100% Indian only
Identity Attack0.1444726
Insult0.028942931
Profanity0.020578653
Threat0.006647474
Severe Toxicity0.003528595
Low Tox 0.12520397 Constructive 0.544
Dec 15, 2025 Inside Canada's Indian Metropolis (Brampton)
Come to BC , especially Vancouver Island to do this lol 😂 it's bad here
Come to BC , especially Vancouver Island to do this lol 😂 it's bad here
Identity Attack0.026007013
Insult0.037980765
Profanity0.026590679
Threat0.008323951
Severe Toxicity0.0030517578
Low Tox 0.1182615 Moderate Con 0.423
Jan 27, 2026 Inside Canada's Indian Invasion...
I am a Canadian residing in Vancouver BC. and there is no division. We Canadians 🇨🇦 want fair, balanced and skilled immigration that contributes to the betterment of all Canadians. Companies like Tim Hortons want …
I am a Canadian residing in Vancouver BC. and there is no division. We Canadians 🇨🇦 want fair, balanced and skilled immigration that contributes to the betterment of all Canadians. Companies like Tim Hortons want to hire cheap foreign labour with no benefits, it is pure greed. Canadians have had enough. We are unified in this assertion.
Identity Attack0.04796442
Insult0.061626412
Profanity0.013405213
Threat0.0061296434
Severe Toxicity0.00207901
Low Tox 0.11419344 Constructive 0.67 Identity_Assertion
Feb 11, 2026 9 likes Canada's tighter immigration policy divides …
It’s good to hear some are thinking of leaving to the US. I truly wish for their success. I worked at a college that became a diploma mill in Vancouver and you couldn’t go to …
It’s good to hear some are thinking of leaving to the US. I truly wish for their success. I worked at a college that became a diploma mill in Vancouver and you couldn’t go to the men’s room without seeing 3 or 4 dudes hanging out. Foreign students also take from the food banks enough to have 1st year students now banned and many people no longer donate. I generally have great experiences Indian people, and have travelled India extensively, but if you let in too many of one type the native population will have a hard time and the immigrants themselves won’t integrate and build their own society. Blame the Liberal government.
Identity Attack0.08583717
Insult0.033790905
Profanity0.023584666
Threat0.012026439
Severe Toxicity0.0037384033
Low Tox 0.11161 Constructive 0.762 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Yes, My Husband and I are shocked. We noticed that there are so many Indian Nationals when we visited Vancouver BC (2023) and Toronto (2024). There everywhere, even at the airport. Most of the TSAs …
Yes, My Husband and I are shocked. We noticed that there are so many Indian Nationals when we visited Vancouver BC (2023) and Toronto (2024). There everywhere, even at the airport. Most of the TSAs are Indian nationals too.
Identity Attack0.10815793
Insult0.023479814
Profanity0.014498309
Threat0.006686311
Severe Toxicity0.0025177002
Low Tox 0.10956833 Constructive 0.737 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
You should come to Portland OR and Vancouver WA, Seattle area too - compare and contrast these communities to the Russians that moved here in the 90s. Still only one generation, but very assimilated, just …
You should come to Portland OR and Vancouver WA, Seattle area too - compare and contrast these communities to the Russians that moved here in the 90s. Still only one generation, but very assimilated, just with old foods and some customs of the old land. Like Germans, Scandinavians, English, Scottish, Polish, Italians, French immigrants. 2nd gen is already thoroughly Americanized. By 3rd generation, impossible to tell the difference. We do tend to be much more conservative, very Protestant actually in the PNW. Ilya Malinin, a memeber of our US figure skating team, is ethnically Russian. Looks like a Russian, but Russians look very American generally. Many such cases. And then the Mexis, Somalis, Indians... Even the fresh Ukrainians are a little uh... but I think at least the Ukies will adapt quickly
Identity Attack0.06249457
Insult0.030044744
Profanity0.016616182
Threat0.0069646453
Severe Toxicity0.0025177002
Low Tox 0.09872158 Constructive 0.79 Comparative_Framing
Feb 25, 2026 Inside Canada's Indian Invasion...
Broad Ethnic Groups (2021 Census) This classification focuses on larger panethnic groups. White: 72.9% Asian: 17.7% Indigenous: 5.2% Black: 3.5% Latin American: 1.5% Canada hasn't changed all that much, and certain cities having one ethnic …
Broad Ethnic Groups (2021 Census) This classification focuses on larger panethnic groups. White: 72.9% Asian: 17.7% Indigenous: 5.2% Black: 3.5% Latin American: 1.5% Canada hasn't changed all that much, and certain cities having one ethnic group that is not even new. Little Italy? Cabbage Town? China Town(s), Ukrainian and Finnish areas in western Canada? Asians in Vancouver. This time, it's the Indians, but Brampton has been changing for years into Brown Town. Years!
Identity Attack0.099072486
Insult0.019419061
Profanity0.011765569
Threat0.0067057298
Severe Toxicity0.0020980835
Low Tox 0.09828771 Constructive 0.561 Comparative_Framing
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Because they know about it like cartels in vancouver
Because they know about it like cartels in vancouver
Identity Attack0.014752249
Insult0.036435258
Profanity0.01627459
Threat0.006757513
Severe Toxicity0.0016021729
Low Tox 0.09611836 Low Con 0.185 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Haven't been there in more than 30 years. Why would l want to go to,an American city like Seattle or Portland or L.A. ,I can get killed easily enough in a Canadian city like Vancouver …
Haven't been there in more than 30 years. Why would l want to go to,an American city like Seattle or Portland or L.A. ,I can get killed easily enough in a Canadian city like Vancouver or Toronto? 🤢🤢🤢☣.Nothing to do with the present administration.
Identity Attack0.0012434248
Insult0.0013390502
Profanity0.00020500357
Threat0.084166765
Severe Toxicity0.00002814877
Low Tox 0.08084941 Fear_Threat
Dec 23, 2025

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.