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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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Active: "This is not your Canada, …" 6,088 comments · Page 37 of 244
The original immigrants from India were hard working honest people who appreciated the opportunity to live in Canada. The new Indian immigrants are arrogant , boastful and aggressive. They want to scan and con their …
The original immigrants from India were hard working honest people who appreciated the opportunity to live in Canada. The new Indian immigrants are arrogant , boastful and aggressive. They want to scan and con their way in and game the system for everything they can get.
Identity Attack0.5135796
Insult0.5130944
Profanity0.059447967
Threat0.010188141
Severe Toxicity0.023076924
Moderate 0.50789946 Moderate Con 0.458 Identity Attack Insult Identity_Assertion
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
every one is so racist in canada
every one is so racist in canada
Identity Attack0.5135796
Insult0.40975618
Profanity0.13608865
Threat0.00899713
Severe Toxicity0.023076924
Moderate 0.50789946 Moderate Con 0.379 Identity Attack Moral_Argument
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
Canada is a messed up country our government cares more about immigrants and south asians than they do their own people it’s actually sickening
Canada is a messed up country our government cares more about immigrants and south asians than they do their own people it’s actually sickening
Identity Attack0.48990932
Insult0.50440645
Profanity0.091633186
Threat0.0076119336
Severe Toxicity0.023076924
Moderate 0.50789946 Moderate Con 0.303 Insult Identity_Assertion
Oct 15, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Dear Indians don't turn Canada and Europe into sithole ❤
Dear Indians don't turn Canada and Europe into sithole ❤
Identity Attack0.50515765
Insult0.47384647
Profanity0.44366163
Threat0.009981008
Severe Toxicity0.041283876
Moderate 0.50789946 Low Con 0.225 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Da niga driving tuk tuk in Canada lmao 🤣
Da niga driving tuk tuk in Canada lmao 🤣
Identity Attack0.55044734
Insult0.5130944
Profanity0.4662011
Threat0.05203775
Severe Toxicity0.35094213
Moderate 0.50789946 Low Con 0.218 Identity Attack Insult Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
Majority of new Indian Sikhs in Canada dont want khalistan for starters... Its just old sikhs immigrants and their low iq grandchildren
Majority of new Indian Sikhs in Canada dont want khalistan for starters... Its just old sikhs immigrants and their low iq grandchildren
Identity Attack0.55044734
Insult0.5130944
Profanity0.12096943
Threat0.011172019
Severe Toxicity0.024725812
Moderate 0.50789946 Low Con 0.179 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
They go to Canada and also here in the USA and shit post on yt about how great their india is while eating and drinking America's water, food. PS:Then stay in India and develop it! …
They go to Canada and also here in the USA and shit post on yt about how great their india is while eating and drinking America's water, food. PS:Then stay in India and develop it! Friends
Identity Attack0.41975367
Insult0.36798462
Profanity0.48510036
Threat0.013217449
Severe Toxicity0.051147457
Moderate 0.50789946 Moderate Con 0.321 Identity_Assertion
Feb 8, 2026 Inside Canada's Indian Invasion...
Just another day in Trudeau's Canada. This guy really screwed our country
Just another day in Trudeau's Canada. This guy really screwed our country
Identity Attack0.06522302
Insult0.5208188
Profanity0.34099978
Threat0.008336896
Severe Toxicity0.023076924
Moderate 0.50789946 Low Con 0.243 Insult Policy_Critique
Jan 5, 2026 6 likes Migrants cross into Canada near …
The government destabalised Canada for a reason. It is a part of a strategy for fascist regimes to take over a country and it's resources. I read a book by Naomi Klein several years ago …
The government destabalised Canada for a reason. It is a part of a strategy for fascist regimes to take over a country and it's resources. I read a book by Naomi Klein several years ago called "Shock Doctrine" where she outlines this strategy and breaks it down. This did not happen by accident or because of stupidity or bad government. It was strategic and part of the plan.
Identity Attack0.052944973
Insult0.5723624
Profanity0.19770569
Threat0.009281937
Severe Toxicity0.013478675
Moderate 0.50789946 Constructive 0.63 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
CANADA IS GETTING TAKEN OVER, THERE NASTY. THAT CURRY SMELLS!
CANADA IS GETTING TAKEN OVER, THERE NASTY. THAT CURRY SMELLS!
Identity Attack0.26155844
Insult0.5130944
Profanity0.15635987
Threat0.010239923
Severe Toxicity0.023076924
Moderate 0.50789946 Low Con 0.194 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I hate this stuff so much as many cool Indian and Punjabi people here In Toronto Canada it crazy they don’t speak English they don’t like us (ppl that were born here) and they don’t …
I hate this stuff so much as many cool Indian and Punjabi people here In Toronto Canada it crazy they don’t speak English they don’t like us (ppl that were born here) and they don’t even like Canada they assume they don’t need to assimilate they just wanna take over and change it they took over the Main Street completely no English stores I could barely go to the corner store cuz they did t know what I was saying it’s just insane asf they hate and ruin and take over with. No care for us
Identity Attack0.44690517
Insult0.42167732
Profanity0.33141375
Threat0.036839653
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.558 Fear_Threat
Feb 7, 2026 Inside Canada's Indian Invasion...
Indian dude is saying he never been discriminated in Canada, and in other hand, Canadian saying get the hell out of our country.
Indian dude is saying he never been discriminated in Canada, and in other hand, Canadian saying get the hell out of our country.
Identity Attack0.458714
Insult0.41767508
Profanity0.39498812
Threat0.036149003
Severe Toxicity0.024866661
Moderate 0.50789946 Moderate Con 0.369
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
You did not study. Your parents did nothing. Did they support you to get a college eduvation. You sent your jobs to china. And you allow potential terrorist into canada. You alllowed muslims and khalistans. …
You did not study. Your parents did nothing. Did they support you to get a college eduvation. You sent your jobs to china. And you allow potential terrorist into canada. You alllowed muslims and khalistans. CANADIANS YOU JUST SET YOURSELF FOR FAILURE.
Identity Attack0.5135796
Insult0.44802538
Profanity0.04291453
Threat0.015602129
Severe Toxicity0.023152983
Moderate 0.50789946 Low Con 0.254 Identity Attack
Aug 28, 2025 Why Canadians Are Turning Against …
white men being their racists selves even in canada.
white men being their racists selves even in canada.
Identity Attack0.5612457
Insult0.41530323
Profanity0.08710717
Threat0.008815889
Severe Toxicity0.023076924
Moderate 0.50789946 Low Con 0.206 Identity Attack Identity_Assertion
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Please eradicate Islamic terrorist. Don't invite them into Canada. Conditions will be worse than UK( united Kingdom) This is why America put huge tarrif on Canada ( USA's greatest trading partner). Islamic terrorist in Canada …
Please eradicate Islamic terrorist. Don't invite them into Canada. Conditions will be worse than UK( united Kingdom) This is why America put huge tarrif on Canada ( USA's greatest trading partner). Islamic terrorist in Canada is a threat to America 😢😢😢😢. Stop Refugeecitizenship in Canada and other European Countries.😢😢.
Identity Attack0.57150364
Insult0.3470427
Profanity0.07255927
Threat0.34804323
Severe Toxicity0.030523606
Moderate 0.50789946 Moderate Con 0.412 Identity Attack Fear_Threat
Nov 24, 2025 IRCC Names India in Study …
The immigrants just don't integrate to Canadian morals. That is the problem. This is why we are losing our culture. (if Canada didn't take migrants I'd bet we'd have more kids and we are just …
The immigrants just don't integrate to Canadian morals. That is the problem. This is why we are losing our culture. (if Canada didn't take migrants I'd bet we'd have more kids and we are just adjusting to a population size that reflects our needs) Maybe ACTUAL Canadians should flip the fuck out like we do in war. I am hating how much worse Canada has gotten and I feel that if I put in more effort there will be the opposite of a reward at the end. Paying families to have kids means that women won't go to their corpo daycare. The more people you bring with NOTHING, takes away from those who paid for it and everyone suffers.
Identity Attack0.4830652
Insult0.43450394
Profanity0.46460027
Threat0.04201601
Severe Toxicity0.11756202
Moderate 0.50789946 Constructive 0.636 Identity_Assertion
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Trudeau and Freeland really screwed Canada
Trudeau and Freeland really screwed Canada
Identity Attack0.12440576
Insult0.5101222
Profanity0.39409557
Threat0.009799767
Severe Toxicity0.023076924
Moderate 0.50789946 Low Con 0.199 Insult Policy_Critique
Jan 19, 2026 122 likes Why Canada’s immigration system has …
oh wow,even the indian hate indian's that come to canada😂😂😂.
oh wow,even the indian hate indian's that come to canada😂😂😂.
Identity Attack0.57554024
Insult0.3388922
Profanity0.11539881
Threat0.011560392
Severe Toxicity0.023129508
Moderate 0.50789946 Low Con 0.218 Identity Attack Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada really opened the flood gates and started accepting anyone with a pulse smh Now its full of khalistani thugs
Canada really opened the flood gates and started accepting anyone with a pulse smh Now its full of khalistani thugs
Identity Attack0.49032792
Insult0.5130944
Profanity0.17473823
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.50789946 Low Con 0.165 Insult
Sep 21, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
This migraine destroy Canada, indian corrupted people earn money by corruption and buying multiple houses in Canada this is the reason of house price crisis and house shortage .
This migraine destroy Canada, indian corrupted people earn money by corruption and buying multiple houses in Canada this is the reason of house price crisis and house shortage .
Identity Attack0.55044734
Insult0.46476576
Profanity0.08128801
Threat0.019746035
Severe Toxicity0.023411209
Moderate 0.50759226 Moderate Con 0.301 Identity Attack Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Terrible Canada Carney is a scam bag leader who is ruining my country with his imagination
Terrible Canada Carney is a scam bag leader who is ruining my country with his imagination
Identity Attack0.10221587
Insult0.5678696
Profanity0.15724123
Threat0.01086132
Severe Toxicity0.021419114
Moderate 0.50759226 Low Con 0.221 Insult
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Enough is enough, get the fraudulent and dishonest people out of Canada now!
Enough is enough, get the fraudulent and dishonest people out of Canada now!
Identity Attack0.293411
Insult0.5678696
Profanity0.045419596
Threat0.011508608
Severe Toxicity0.018191293
Moderate 0.50759226 Low Con 0.147 Insult
Oct 24, 2025 IRCC Names India in Study …
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of …
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of these people pay taxes,almost everyone seen in the video works,and last I checked even blue collar workers pay taxes,from an uber eats driver to the nurse These people come here legally paying double and triple in fees,they're not illegal immigrants like many in USA The church was sold willingly for money and then the temple was built,all temples pay property taxes and were bought with money No one wants to talk about diploma mills willingly giving admissions to the students The people welcomed the youtuber with open arms,explained things,gave answers and a lot of food Some things need improvement I totally agree like Indians need to maintain cleanliness and integrate but overall what a piece of propaganda this video is,people in comments literally ignoring how welcoming the people were to this youtuber That guy is totally right,people don't really face racism irl Anyways I am glad people irl are not like people online,I love Canada and always will and I'm proud of how welcoming and open Canada is 🇨🇦❤️
Identity Attack0.24293575
Insult0.53014356
Profanity0.16496858
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.50759226 Constructive 0.817 Insult Policy_Critique
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
Who TF is telling you to shut up because you are white? I am a 67 year old white woman who was born and raised in Canada and have NEVER been felt I could not …
Who TF is telling you to shut up because you are white? I am a 67 year old white woman who was born and raised in Canada and have NEVER been felt I could not speak.
Identity Attack0.4887047
Insult0.40243408
Profanity0.4193644
Threat0.012130005
Severe Toxicity0.02491361
Moderate 0.50759226 Constructive 0.621
Aug 31, 2025 Why Canadians Are Turning Against …
The poopjeet invasion of Canada... As a European, getting overrun by the Islam deathcult, I know how you guys feel.
The poopjeet invasion of Canada... As a European, getting overrun by the Islam deathcult, I know how you guys feel.
Identity Attack0.5548181
Insult0.43158367
Profanity0.22703624
Threat0.13549154
Severe Toxicity0.059217658
Moderate 0.50503236 Moderate Con 0.408 Identity Attack Fear_Threat
Jan 27, 2026 5 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.