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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: "I am with you Canada. …" 6,088 comments · Page 118 of 244
As long you are not Italian...immigrate in Canada will be really easy for you!
As long you are not Italian...immigrate in Canada will be really easy for you!
Identity Attack0.2869935
Insult0.061626412
Profanity0.019212283
Threat0.008841781
Severe Toxicity0.006866455
Low Tox 0.25462922 Moderate Con 0.329
Jul 6, 2018 How much do refugees and …
All the Americans come up to Canada and film these videos and never reach out to me the Resident Indian expert! Ive got the details fellas been covering the scams for a while!
All the Americans come up to Canada and film these videos and never reach out to me the Resident Indian expert! Ive got the details fellas been covering the scams for a while!
Identity Attack0.2028587
Insult0.14331897
Profanity0.031140719
Threat0.00814271
Severe Toxicity0.005264282
Low Tox 0.25462922 Moderate Con 0.477 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Modern states (all post cold war NATO) are tailored as such to put the descendants of the citizens are always at a disadvantage. Land, taxes, infrastructure, livelihood stolen from their grandparents by their own state …
Modern states (all post cold war NATO) are tailored as such to put the descendants of the citizens are always at a disadvantage. Land, taxes, infrastructure, livelihood stolen from their grandparents by their own state and distributed to newcomers. The scapegoats are Indians in Canada, North Aficans in France, Syrians and Afghans in Turkey while the politicians commit the crime go unpunished.
Identity Attack0.23467018
Insult0.15982662
Profanity0.019758832
Threat0.009877442
Severe Toxicity0.0062179565
Low Tox 0.25462922 Moderate Con 0.382
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
They are taking OUR jobs. We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians …
They are taking OUR jobs. We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians in Canada than Canadians. I miss Canada.
Identity Attack0.28034934
Insult0.0810151
Profanity0.02119352
Threat0.009644418
Severe Toxicity0.009155273
Low Tox 0.25462922 Moderate Con 0.479 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada is formed from mass immigration peroid
Canada is formed from mass immigration peroid
Identity Attack0.22707681
Insult0.09563028
Profanity0.03389629
Threat0.008505191
Severe Toxicity0.0073623657
Low Tox 0.25462922 Low Con 0.25 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Jam Can your statement on migrating and leaving your culture at the door makes no sense. The white man migrated to Canada and is still trying to change the native Indians way of life. Canada …
Jam Can your statement on migrating and leaving your culture at the door makes no sense. The white man migrated to Canada and is still trying to change the native Indians way of life. Canada was spell with a K they changed it to a C
Identity Attack0.28034934
Insult0.07872037
Profanity0.022696527
Threat0.0071588317
Severe Toxicity0.0064468384
Low Tox 0.25462922 Constructive 0.59
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of …
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of people asking for CBC to be defunded, now I'll pray for it everyday. CBC is a highly anti Canadians television.
Identity Attack0.24462871
Insult0.123407245
Profanity0.016889455
Threat0.009540852
Severe Toxicity0.005607605
Low Tox 0.25462922 Constructive 0.516 Fear_Threat
Jan 16, 2026 2.9 million Canadian temporary visas …
Canada used to be a bottom feeder foir Indian Students
Canada used to be a bottom feeder foir Indian Students
Identity Attack0.2783691
Insult0.13607834
Profanity0.052183274
Threat0.007547205
Severe Toxicity0.008506775
Low Tox 0.25462922 Low Con 0.216
Sep 28, 2025 IRCC Names India in Study …
Indian enter in Canada proper channel with government permission What about refugees 😂😂
Indian enter in Canada proper channel with government permission What about refugees 😂😂
Identity Attack0.2869935
Insult0.06722072
Profanity0.023721304
Threat0.00713294
Severe Toxicity0.006980896
Low Tox 0.25462922 Low Con 0.182 Question
Feb 24, 2026 Inside Canada's Indian Invasion...
Please feel free to burn the flag of Canada! Its ok. No deportation! No jail time! CBC will protects you! Our politicians will love you. They need your votes.
Please feel free to burn the flag of Canada! Its ok. No deportation! No jail time! CBC will protects you! Our politicians will love you. They need your votes.
Identity Attack0.055218685
Insult0.034562174
Profanity0.019622196
Threat0.33609006
Severe Toxicity0.016319158
Low Tox 0.25462922 Low Con 0.296
Nov 23, 2025 Why Canadians Are Turning Against …
I guess canada belongs to indians now❤
I guess canada belongs to indians now❤
Identity Attack0.2831485
Insult0.06634661
Profanity0.037904397
Threat0.0084793
Severe Toxicity0.009307861
Low Tox 0.2540519 Moderate Con 0.304 Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
it is a cultural genocide and Canada isnt the only one. Europe and Australia is next up. America is already gone. thank you politicians
it is a cultural genocide and Canada isnt the only one. Europe and Australia is next up. America is already gone. thank you politicians
Identity Attack0.14233272
Insult0.076819435
Profanity0.017504321
Threat0.038911607
Severe Toxicity0.0073623657
Low Tox 0.2540519 Low Con 0.293 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
As somebody born and raised in Canada I’ve always said it was kinda of ironic that a country that was founded by colonizing Indians is getting re-colonized by different Indians
As somebody born and raised in Canada I’ve always said it was kinda of ironic that a country that was founded by colonizing Indians is getting re-colonized by different Indians
Identity Attack0.30103904
Insult0.07491849
Profanity0.023106437
Threat0.0072882893
Severe Toxicity0.006752014
Low Tox 0.2540519 Moderate Con 0.445
Sep 18, 2025 51 likes Inside Canada's Indian Metropolis (Brampton)
There are very few legitimate "War Refugees" in Canada. Most of these people are economic migrants using our system against us. Why does our government favor foreigners over our own people? Seriously, I would like …
There are very few legitimate "War Refugees" in Canada. Most of these people are economic migrants using our system against us. Why does our government favor foreigners over our own people? Seriously, I would like to know. Everything the Liberal Party Mafia does is punishment for people for being Canadian.
Identity Attack0.25647953
Insult0.12702756
Profanity0.017436003
Threat0.010835429
Severe Toxicity0.005569458
Low Tox 0.2540519 Constructive 0.505 Unverified_Claim
Feb 27, 2026 10 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Life has no value in Canada. TAX FARM.
Life has no value in Canada. TAX FARM.
Identity Attack0.18468912
Insult0.113185234
Profanity0.016411226
Threat0.0077672824
Severe Toxicity0.0077438354
Low Tox 0.2540519 Low Con 0.143 Economic_Argument
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
What is this one sided, emotionally manipulative BS? "oh no, deporting people who aren't allowed to be here costs money!" Yes. Yes, maintaining our borders costs money. Being in Canada isn't a universal right.
What is this one sided, emotionally manipulative BS? "oh no, deporting people who aren't allowed to be here costs money!" Yes. Yes, maintaining our borders costs money. Being in Canada isn't a universal right.
Identity Attack0.11744241
Insult0.15556364
Profanity0.05268429
Threat0.008414571
Severe Toxicity0.006980896
Low Tox 0.2540519 Constructive 0.511 Policy_Critique
Dec 29, 2025 2 likes Deportations From Canada at Their …
Because they know it's way easier to go and infest canada over ANY country in the world thats not considered 3rd world.
Because they know it's way easier to go and infest canada over ANY country in the world thats not considered 3rd world.
Identity Attack0.19100772
Insult0.09563028
Profanity0.030639706
Threat0.05559385
Severe Toxicity0.0104522705
Low Tox 0.2540519 Low Con 0.168 Fear_Threat
Feb 15, 2026 Inside Canada's Indian Invasion...
Trudeau let every Tom, Dick & Harry from every flea bitten country on the planet into Canada and now we have problems .Now Trudeau quits takes his 7 million dollar pension and says i created …
Trudeau let every Tom, Dick & Harry from every flea bitten country on the planet into Canada and now we have problems .Now Trudeau quits takes his 7 million dollar pension and says i created the problem now let the next guy fix it.
Identity Attack0.08252834
Insult0.16846494
Profanity0.089693464
Threat0.008945347
Severe Toxicity0.0090789795
Low Tox 0.2540519 Low Con 0.238
Jun 23, 2025 How Canada broke its immigration …
When you start seeing an Indian ice hockey team Canada is in big trouble! 😂🤣😂
When you start seeing an Indian ice hockey team Canada is in big trouble! 😂🤣😂
Identity Attack0.26833034
Insult0.0811385
Profanity0.02167175
Threat0.0091524795
Severe Toxicity0.007019043
Low Tox 0.2540519 Low Con 0.136 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
It's time the government started deporting these kinds of people... They opened the doors to Canada for them—well, they didn't really open them, they forced their way in. And all they've done is undervalue the …
It's time the government started deporting these kinds of people... They opened the doors to Canada for them—well, they didn't really open them, they forced their way in. And all they've done is undervalue the work, doing shoddy jobs and charging low wages. They ruin the good work done by others and pay them poorly. They're opportunists. There aren't enough jobs for citizens. They take all the jobs, and companies pay less. The government should be paying attention to that. There are a lot of them undocumented immigrants... and all they've done is increase crime.
Identity Attack0.06567776
Insult0.19734058
Profanity0.026727317
Threat0.013424582
Severe Toxicity0.00705719
Low Tox 0.2540519 Constructive 0.573 Fear_Threat
Feb 20, 2026 Inside Canada's Indian Invasion...
Somebody in canada is making money trafficking innocent people from third world countries
Somebody in canada is making money trafficking innocent people from third world countries
Identity Attack0.26494437
Insult0.07967083
Profanity0.01982715
Threat0.009023022
Severe Toxicity0.0074005127
Low Tox 0.2540519 Low Con 0.266
Sep 29, 2025 IRCC Names India in Study …
Hoping canada become india capital and usa become Third World
Hoping canada become india capital and usa become Third World
Identity Attack0.23998553
Insult0.082372494
Profanity0.025907494
Threat0.013321015
Severe Toxicity0.01083374
Low Tox 0.2540519 Low Con 0.146 Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
This is the canada all these prideful canadians are so proud i guess lol. Whats the point of being soverign when you can't control your borders, your economy, your milltary or anything a sovereign nation …
This is the canada all these prideful canadians are so proud i guess lol. Whats the point of being soverign when you can't control your borders, your economy, your milltary or anything a sovereign nation is suppost to do? Our border is unguarded along america allowing illegal migrants who come to our countries from around the world to sneak into the usa or sneak into Canada, 73% of all our exports go to the usa, usa is no longer rather our boss, all these prideful canadians dont realize that our whole economy hinges on america lol, russia and china have been investing in making milltary bases in the artic, if we dont secure our artic then the usa will do it for us, but if that happens then who will really own the artic?
Identity Attack0.18705739
Insult0.15769513
Profanity0.048175167
Threat0.008285114
Severe Toxicity0.008621216
Low Tox 0.2540519 Moderate Con 0.427 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Sad seeing the downfall of America and Canada too. Just look at the countries where all these immigrants come from to see what the end result will be, smh.🤦🏼‍♂️
Sad seeing the downfall of America and Canada too. Just look at the countries where all these immigrants come from to see what the end result will be, smh.🤦🏼‍♂️
Identity Attack0.2772088
Insult0.082372494
Profanity0.024951037
Threat0.008712323
Severe Toxicity0.00667572
Low Tox 0.2540519 Low Con 0.248 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Mark Miller’s un vetted migrants have increased crime in Canada antisemitism and radical ideology in schools
Mark Miller’s un vetted migrants have increased crime in Canada antisemitism and radical ideology in schools
Identity Attack0.23011416
Insult0.100019015
Profanity0.013678487
Threat0.008556974
Severe Toxicity0.0050354004
Low Tox 0.2540519 Low Con 0.22 Unverified_Claim
Jun 18, 2025 2 likes How Canada broke its immigration …

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.