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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: "How they are going to …" 2,613 comments · Page 30 of 105
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20668297
Profanity0.043916557
Threat0.018537397
Severe Toxicity0.017093835
Moderate 0.38601747 Low Con 0.249 Call_To_Action
Jan 27, 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 …
Man I agree with you why they try to change our language. They should go back to their country
Man I agree with you why they try to change our language. They should go back to their country
Identity Attack0.41975367
Insult0.18355975
Profanity0.07611542
Threat0.022681303
Severe Toxicity0.022839356
Moderate 0.38434127 Moderate Con 0.499 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
1:55 This guy sums it up perfectly. You don't go to another country and live life and make it just like the country you left behind. Respect and follow the values of the country you've …
1:55 This guy sums it up perfectly. You don't go to another country and live life and make it just like the country you left behind. Respect and follow the values of the country you've migrated to and only bring your good values from your home country. If you're hell bent on making it just like home with the negative sides of it, then maybe you should just go back home
Identity Attack0.20483385
Insult0.24287975
Profanity0.30161268
Threat0.019746035
Severe Toxicity0.023076924
Moderate 0.38434127 Constructive 0.673 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
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 …
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20434737
Profanity0.044167064
Threat0.018882722
Severe Toxicity0.017222947
Moderate 0.38434127 Low Con 0.252 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20434737
Profanity0.044167064
Threat0.018882722
Severe Toxicity0.017222947
Moderate 0.38434127 Low Con 0.252 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Identity Attack0.44690517
Insult0.20434737
Profanity0.044167064
Threat0.018882722
Severe Toxicity0.017222947
Moderate 0.38434127 Low Con 0.249 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
When are you going to report on the "greatest country on the world" shooting its own people? Talk about Trumps personal GESTAPO
When are you going to report on the "greatest country on the world" shooting its own people? Talk about Trumps personal GESTAPO
Identity Attack0.11744241
Insult0.24424846
Profanity0.057443913
Threat0.41623402
Severe Toxicity0.023076924
Moderate 0.38434127 Low Con 0.132 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
If you are having so much trouble with these people, then put them on a plane and send them back to India 🇮🇳. More than half of them are people who fled India after engaging …
If you are having so much trouble with these people, then put them on a plane and send them back to India 🇮🇳. More than half of them are people who fled India after engaging in criminal activities and sought refuge in Canada. No one in India demands Khalistan except for a few terrorist Sikhs living in Canada. In 2024, Indian students spent more than 10 billion Canadian dollars in Canada. In 2025, the number of students going to Canada decreased by 50 percent. So don't worry, Indians won't be going to Canada anymore.
Identity Attack0.44690517
Insult0.33964422
Profanity0.072882555
Threat0.091630474
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.442 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
People thinking everything would be better if those 2.8 millions simply go away, the might be the same that believed 1.5% interest rates and homes at 250 k dollars would last forever, the same kind …
People thinking everything would be better if those 2.8 millions simply go away, the might be the same that believed 1.5% interest rates and homes at 250 k dollars would last forever, the same kind of people with only secondary school thinking the deserve 100k a year, 8 weeks vacations and a uniond that loves them. ET finalement, des idiots qui vont assurer que c'est toujours les immigrants qui ne sont pas productifs et qui representent la source du probleme.
Identity Attack0.20483385
Insult0.47384647
Profanity0.26624632
Threat0.0069646453
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.385 Moral_Argument
Jan 16, 2026 2.9 million Canadian temporary visas …
"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...
When is Canada going to get the corrupt liberals out of office so we can stop paying for the world's problems? Canada is bleeding yet we are sending billions to fight foreign wars and line …
When is Canada going to get the corrupt liberals out of office so we can stop paying for the world's problems? Canada is bleeding yet we are sending billions to fight foreign wars and line foreign billionaires pockets.
Identity Attack0.11396073
Insult0.42881694
Profanity0.027547138
Threat0.012854968
Severe Toxicity0.008735657
Moderate 0.3827457 Moderate Con 0.337 Policy_Critique
Mar 3, 2026 Deportations From Canada at Their …
No one has ownership of a country. That is the problem, people, specifically whites, thinking they have the right to dictate who lives in a country they have no ownership rights too. These people actually …
No one has ownership of a country. That is the problem, people, specifically whites, thinking they have the right to dictate who lives in a country they have no ownership rights too. These people actually believe it’s their country alone. and it’s not just Canada, it’s a universal privilege they believe they have. It’s a mental illness rooted in hate. Go buy an island and complain over that.
Identity Attack0.38246045
Insult0.36365277
Profanity0.036651865
Threat0.008349842
Severe Toxicity0.01302678
Moderate 0.3827457 Moderate Con 0.333
Nov 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Another group going to ruin a Christian nation
Another group going to ruin a Christian nation
Identity Attack0.3825363
Insult0.086852804
Profanity0.10425757
Threat0.2836219
Severe Toxicity0.018384963
Moderate 0.3827457 Low Con 0.168 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Hahahhaha....i remember when i was still in canada ( illegal ) ...hearing a psycho called sheila frazer ? Saying something like ...: there are 10,000 illegals in canada ..go ahead and find them! 😂 Nininini …
Hahahhaha....i remember when i was still in canada ( illegal ) ...hearing a psycho called sheila frazer ? Saying something like ...: there are 10,000 illegals in canada ..go ahead and find them! 😂 Nininini catch me if you can .. hehe free pizzas
Identity Attack0.29188538
Insult0.40243408
Profanity0.03915693
Threat0.0086087575
Severe Toxicity0.01121521
Moderate 0.3811502 Moderate Con 0.46
Nov 6, 2025 IRCC Names India in Study …
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...
you are a propagandiste trying to spread fear go to America your kind of people.
you are a propagandiste trying to spread fear go to America your kind of people.
Identity Attack0.09162762
Insult0.38406035
Profanity0.07126612
Threat0.012440704
Severe Toxicity0.011672974
Moderate 0.3811502 Low Con 0.124
Aug 29, 2025 Why Canadians Are Turning Against …
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...
Hindu guy saying he's peaceful and loving. Sikh guy saying he's peaceful and loving. Yet they go around fighting each other. Either these guys are both lying, or their community is not being taught their …
Hindu guy saying he's peaceful and loving. Sikh guy saying he's peaceful and loving. Yet they go around fighting each other. Either these guys are both lying, or their community is not being taught their religion properly.
Identity Attack0.44690517
Insult0.34101152
Profanity0.0715894
Threat0.010990778
Severe Toxicity0.016512826
Moderate 0.3811502 Moderate Con 0.426 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
In The Next video you should go to Mississauga because its full with Pakistani 😊
In The Next video you should go to Mississauga because its full with Pakistani 😊
Identity Attack0.44690517
Insult0.16758773
Profanity0.10178173
Threat0.03856628
Severe Toxicity0.023076924
Moderate 0.37955463 Moderate Con 0.308 Identity_Assertion
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
The dude on the bike made a sweeping claim about ALL Africans being terrible people😂😂. I am an African with a Master’s degree in Communication Studies, and I can bet you bike guy doesn't have …
The dude on the bike made a sweeping claim about ALL Africans being terrible people😂😂. I am an African with a Master’s degree in Communication Studies, and I can bet you bike guy doesn't have a high school diploma, but he wants to talk about the intelligence level of all Africans? I've written two books and contributed a chapter to a compendium on journalism in West Africa. While I agree that many of the Africans going to Canada are from war-torn countries without a good education, he speaks of Africa like it's a monolith. Realities in Ghana aren't same as in Ethiopia. South Africa isn't same as Rwanda nor is Senegal same as Madagascar so unless he is referring to individual countries with specific examples, his claims don't even make any sense. I would like to see just one contribution from fatty to scholarship😂😂. EDIT: By the way, some of Africa's brightest minds include Ngozi Okonjo, an economist and politician (Nigerian) who serves as director general of the World Trade Organization; Vera Songwe, an economist (Cameroonian) who served as head of the UN Economic Commission for Africa; Dr. Tedros Adhanom an Ethiopian doctor who currently serves as DG of the World Health Organization; Prof. Salim Abdool Karim (South African) scientist globally respected for his research on immunology; Aliko Dangote (Nigerian) and Africa's richest man and one of the top 100 richest people in the world according to Forbes. The list is too long but fatty there wouldn't know because he's as dumb as a rock and it's easy for him to spew garbage rather than read an actual book or question the stereotypes which he's fed about Africa by his chosen echo chamber.
Identity Attack0.44690517
Insult0.344702
Profanity0.09518933
Threat0.012233571
Severe Toxicity0.021031776
Moderate 0.37955463 Constructive 0.741 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Balkans be like (Indians got gaslighted to think going to Balkans is unironically good idea)
Balkans be like (Indians got gaslighted to think going to Balkans is unironically good idea)
Identity Attack0.44690517
Insult0.20434737
Profanity0.19155724
Threat0.2836219
Severe Toxicity0.02416241
Moderate 0.37955463 Low Con 0.217 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
east indians are everywhere dude in canada like 4 years ago going back decades tims was all old ladies like normal canadian ladies not east indian men and now its wild bad
east indians are everywhere dude in canada like 4 years ago going back decades tims was all old ladies like normal canadian ladies not east indian men and now its wild bad
Identity Attack0.46028158
Insult0.2735258
Profanity0.075792134
Threat0.008582866
Severe Toxicity0.01935331
Moderate 0.37955463 Low Con 0.299 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
let them go back to their own country!
let them go back to their own country!
Identity Attack0.3817989
Insult0.16853803
Profanity0.04867618
Threat0.03235042
Severe Toxicity0.018836858
Moderate 0.37955463 Low Con 0.216 Identity_Assertion
Jan 27, 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.