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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: "You should come to the …" 1,829 comments · Page 20 of 74
Being an Indian, I myself don't want Indians to get a PR on a foreign country. Just work and come back.
Being an Indian, I myself don't want Indians to get a PR on a foreign country. Just work and come back.
Identity Attack0.46028158
Insult0.2469859
Profanity0.0961592
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.39021665 Constructive 0.561 Identity_Assertion
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
Why can't they stay in Canada, why must they come to the US and destroy America too.
Why can't they stay in Canada, why must they come to the US and destroy America too.
Identity Attack0.3817989
Insult0.16897665
Profanity0.03840541
Threat0.2857609
Severe Toxicity0.023076924
Moderate 0.39021665 Low Con 0.236 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I have many Indian friends in BC who are sick of these people representing them, they wanted to come here to LEAVE their Indian culture and behaviours behind! They’re literally embarrassed to walk around because …
I have many Indian friends in BC who are sick of these people representing them, they wanted to come here to LEAVE their Indian culture and behaviours behind! They’re literally embarrassed to walk around because of these types😭
Identity Attack0.38826546
Insult0.34548226
Profanity0.12374964
Threat0.0104988385
Severe Toxicity0.01986976
Moderate 0.39021665 Constructive 0.566 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Gee I love when a foreign YouTuber comes into my country and feeds into a crippling culture war for clicks!
Gee I love when a foreign YouTuber comes into my country and feeds into a crippling culture war for clicks!
Identity Attack0.316
Insult0.16195811
Profanity0.21348765
Threat0.17016006
Severe Toxicity0.023076924
Moderate 0.38811707 Moderate Con 0.321 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
White guy from Europe invades random Red Indian land and names it Canada 🇨🇦 . Years later, his ancestor comes around to make a video that real indians have invaded and might do to them, …
White guy from Europe invades random Red Indian land and names it Canada 🇨🇦 . Years later, his ancestor comes around to make a video that real indians have invaded and might do to them, what they did to the Red Indians 😂😂😂
Identity Attack0.46028158
Insult0.1669316
Profanity0.11168506
Threat0.053007595
Severe Toxicity0.023076924
Moderate 0.38811707 Low Con 0.193 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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...
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 …
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...
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 …
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)
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)
Ive been trying to accept immigration as a good thing for over 40 years and what ive learned is it only benefits the people who come here under false pretenses because there is zero checks …
Ive been trying to accept immigration as a good thing for over 40 years and what ive learned is it only benefits the people who come here under false pretenses because there is zero checks from Canada immigration, its all taken by these peoples word! Completely insane ! Only word that should be taken are those of truly born sovereign Canadians whose families have built this country! Close down immigration we are full in fact we need to get rid of allot of rotten apples !
Identity Attack0.28034934
Insult0.40243408
Profanity0.045419596
Threat0.014048163
Severe Toxicity0.015931819
Moderate 0.38434127 Constructive 0.578 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
1:55 I have no words except to say this… Push to far and see what happens! Canadians are going to rise up and destroy these foul beasts Y’all are going to regret whats coming I …
1:55 I have no words except to say this… Push to far and see what happens! Canadians are going to rise up and destroy these foul beasts Y’all are going to regret whats coming I promise LONG LIVE THE REAL CANADA 🇨🇦 THE TRUE NORTH STRONG AND FREE!!! 💪🏼
Identity Attack0.22631748
Insult0.36709076
Profanity0.10178173
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.38434127 Moderate Con 0.39
Aug 27, 2025 Why Canadians Are Turning Against …
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...
No — people in sub-Saharan Africa do not have lower intelligence. That idea comes from outdated and discriminatory stereotypes that have been widely discredited.
No — people in sub-Saharan Africa do not have lower intelligence. That idea comes from outdated and discriminatory stereotypes that have been widely discredited.
Identity Attack0.44690517
Insult0.3406697
Profanity0.044668075
Threat0.0076637166
Severe Toxicity0.01502803
Moderate 0.3827457 Low Con 0.29 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
"people believe in khalistan for rightful reasons" ??😂 Stay in canada, whenever you guys go abroad, We're happy for you. We don't want you here in india, please never come back. If you want khalistan …
"people believe in khalistan for rightful reasons" ??😂 Stay in canada, whenever you guys go abroad, We're happy for you. We don't want you here in india, please never come back. If you want khalistan in india, declare a war against us and take it (if you can, well you can't)🤣🤣
Identity Attack0.44690517
Insult0.1935001
Profanity0.04366605
Threat0.13414288
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.369 Humor_Satire
Feb 18, 2026 2 likes Inside Canada's Indian Invasion...
These turban dudes don't even consider themselves Indian. Apparently, they come from a place called Sikhistan.
These turban dudes don't even consider themselves Indian. Apparently, they come from a place called Sikhistan.
Identity Attack0.458714
Insult0.2735258
Profanity0.14930901
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.3811502 Low Con 0.182 Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
The only clueless people in Canada are the libtards. Have fun losing your jobs and homes. Its coming because Carney doesnt care. Who cares is his moto.
The only clueless people in Canada are the libtards. Have fun losing your jobs and homes. Its coming because Carney doesnt care. Who cares is his moto.
Identity Attack0.24801466
Insult0.40698266
Profanity0.10116278
Threat0.008505191
Severe Toxicity0.0128976675
Moderate 0.3811502 Low Con 0.173 Fear_Threat
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Nothing good has ever come from India why do we take them ?
Nothing good has ever come from India why do we take them ?
Identity Attack0.44690517
Insult0.24287975
Profanity0.10178173
Threat0.017328756
Severe Toxicity0.023076924
Moderate 0.3811502 Low Con 0.17
Aug 27, 2025 Why Canadians Are Turning Against …
And it took me to come LEGALLY to Canada, just under a decade!!! Shame on you.
And it took me to come LEGALLY to Canada, just under a decade!!! Shame on you.
Identity Attack0.18313584
Insult0.37506318
Profanity0.02522431
Threat0.010110466
Severe Toxicity0.01083374
Moderate 0.3811502 Moderate Con 0.397 Personal_Narrative
Oct 21, 2025 IRCC Names India in Study …
Ok now come to Texas to Frisco, Plano and see the indian takeover here. Go hit up Ikea youll forget where you are!!! My husband is a contract worker that puts him in the Chase …
Ok now come to Texas to Frisco, Plano and see the indian takeover here. Go hit up Ikea youll forget where you are!!! My husband is a contract worker that puts him in the Chase Bank main headquarters quite a bit out there and he said its RUN OVER with indians. Chase brings them all here, gets them these work visas youll see every car in the parking lot says student driver on the bumper stickers. They cannot drive. My husband also says the floors they have them all working on stink so bad people gag having to walk in there straight off the elevator. They will just piss on the floor IN THE BATHROOMS they just go wherever they want. These people are their supposed tech smart people and they are stinking and pissing on the floor so imagine the lower IQ ones! They wipe with their barw hand!!!;One hand for wiping no toilet paper and one hand for eating. Thats why they only shake hands with their eating hand. They are disgusting!!!!
Identity Attack0.3802808
Insult0.34548226
Profanity0.20592089
Threat0.05559385
Severe Toxicity0.023076924
Moderate 0.3811502 Constructive 0.594 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Gross. I lived in India for 10 years and now it's coming to the west 😢
Gross. I lived in India for 10 years and now it's coming to the west 😢
Identity Attack0.28883415
Insult0.26957804
Profanity0.22643133
Threat0.0113014765
Severe Toxicity0.022064678
Moderate 0.3811502 Moderate Con 0.453 Personal_Narrative
Jan 27, 2026 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)
Basically 80% of students from India are a FRAUD in Canada, and 100% of the Indian students in Canada come in Canada to study NOT but to stay in Canada, there are so many Indian …
Basically 80% of students from India are a FRAUD in Canada, and 100% of the Indian students in Canada come in Canada to study NOT but to stay in Canada, there are so many Indian students in Canada, that have university degrees but they register themselves into Canadian colleges in order to work and live in Canada. It doesn’t make sense to downgrade your studies, and most probably 100% of the students from Asia in Canada they come here to stay that is the main goal. In fact indian men they get married to some rich girl then the father of the girl pays for the school and then they end up staying in the country and continue their lying and fraud lives in Canada - trust me I know them
Identity Attack0.458714
Insult0.3388922
Profanity0.08775374
Threat0.009437286
Severe Toxicity0.022193791
Moderate 0.37955463 Moderate Con 0.411
Oct 17, 2025 IRCC Names India in Study …
I hope one day a new government with an actual spine drops the hammer on all these people. You find one trace of Coming here illegally through scamming and lying, immediately deported. Canada is not …
I hope one day a new government with an actual spine drops the hammer on all these people. You find one trace of Coming here illegally through scamming and lying, immediately deported. Canada is not India, go home.
Identity Attack0.30256465
Insult0.36365277
Profanity0.04065997
Threat0.058826666
Severe Toxicity0.015479924
Moderate 0.37795907 Moderate Con 0.392
Nov 16, 2025 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.