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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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Search comment text, filter by category or toxicity level
30,738 comments · Page 357 of 1230
CANADIANS CIVILIANS that loves, cares about Canada 🇨🇦, must stand up.now.. let's create our own military army, we can build millions of soliders while our traitors military rcmp.nazi ss police, government, policitians can't beat us..
CANADIANS CIVILIANS that loves, cares about Canada 🇨🇦, must stand up.now.. let's create our own military army, we can build millions of soliders while our traitors military rcmp.nazi ss police, government, policitians can't beat us..
Identity Attack0.19890837
Insult0.3682569
Profanity0.06495911
Threat0.022335978
Severe Toxicity0.014188796
Moderate 0.37458646 Moderate Con 0.384
Nov 23, 2025 Thousands of refugees allowed into …
I wouldn't be so pissed off a woman getting served before me that's fair be a gent an all but if some dude got served first as a Scottsman that is a whole different matter...
I wouldn't be so pissed off a woman getting served before me that's fair be a gent an all but if some dude got served first as a Scottsman that is a whole different matter...
Identity Attack0.22063516
Insult0.26957804
Profanity0.32965264
Threat0.011793415
Severe Toxicity0.01806218
Moderate 0.37458646 Constructive 0.685
Jan 27, 2026 Inside Canada's Indian Invasion...
Maybe we can borrow the US ICE….What a joke!!! Round them all up and DEPORT
Maybe we can borrow the US ICE….What a joke!!! Round them all up and DEPORT
Identity Attack0.21075934
Insult0.23704576
Profanity0.030639706
Threat0.21332647
Severe Toxicity0.018449519
Moderate 0.37458646 Low Con 0.113 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Reality will kick in very hard for these racist when they have to pay tution fee, because currently they'll are enjoying free eduction due to hefty fee paid by poor Indians in canada's colleges. Go …
Reality will kick in very hard for these racist when they have to pay tution fee, because currently they'll are enjoying free eduction due to hefty fee paid by poor Indians in canada's colleges. Go to CRA and ask which community contributes financially through taxes. Go to CSIS and ask about involvement of Indian community involved in crimes. Go and check the streets of your metropolitans, which community is involved in selling and consuming drugs. You won't find Indians selling drugs, but you'll certainly find canadian zombies in the streets. You know why you always target Indians for earning revenue from youtube, because Indians are calm and peace loving. They keep cool when they saw fools and goons, who're frustrated from their own. Grow up and start raising questions against trump, who wants to occupy your whole country! But i'm sure, you won't show the darkside of your racist communities who only cares of themselves(Individual, not the community), you won't show how trump is threatening to canada's sovereignty, you wont show the behaviours of canadians and americans, because you won't get views and if you won't get views, then how would earn and pay the emi. Wake up, smell the coffee and focus on real threat. And for canada future, do something to neutralize the threat or surrender and become the hypocrite 51st state!!
Identity Attack0.3817989
Insult0.32682732
Profanity0.03915693
Threat0.03235042
Severe Toxicity0.01412424
Moderate 0.37458646 Moderate Con 0.455 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We have been surviving without India and will do so, because Indians have come to this country and disrespected our norms, our culture and our way of life. People are tired and will no longer …
We have been surviving without India and will do so, because Indians have come to this country and disrespected our norms, our culture and our way of life. People are tired and will no longer put up with it.
Identity Attack0.45610145
Insult0.24287975
Profanity0.07643871
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.37458646 Moderate Con 0.466 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
The white guy in hi-vis seems very uncultured. Africans are brilliant people who are subjugated through religion. If religion didnt have them in a chokehold Africa would be richer then Europe. The many that enter …
The white guy in hi-vis seems very uncultured. Africans are brilliant people who are subjugated through religion. If religion didnt have them in a chokehold Africa would be richer then Europe. The many that enter the country need to have higher IQs then him.
Identity Attack0.38699543
Insult0.26957804
Profanity0.09899642
Threat0.012026439
Severe Toxicity0.016964722
Moderate 0.37458646 Moderate Con 0.436 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Send them back to India.. as our supreme leader claims that "We are Vishwaguru 😂" .. but please don't kill anyone 😢that is sad ...
Send them back to India.. as our supreme leader claims that "We are Vishwaguru 😂" .. but please don't kill anyone 😢that is sad ...
Identity Attack0.31307843
Insult0.17486192
Profanity0.094219476
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.37458646 Moderate Con 0.425 Humor_Satire
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Thanks to all the Indians living in Brampton...All are hardworking people. This Canadian economy is surviving because of high education fees charged to International students, money they bring from their home countries ,they work hard …
Thanks to all the Indians living in Brampton...All are hardworking people. This Canadian economy is surviving because of high education fees charged to International students, money they bring from their home countries ,they work hard in workplaces,hospitals,schools,retail,IT,manufacturing,government etc. ... Otherwise the so called mainstream bankrupt Cauca***n people dont even have money for retirement....Entitled lot dont want to work, they just want to make hateful videos and get attention. While they make such videos, Immigrants are focusing on working hard and getting ahead in life.
Identity Attack0.38176915
Insult0.3388922
Profanity0.22723788
Threat0.0100069
Severe Toxicity0.023076924
Moderate 0.37458646 Constructive 0.656
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Deport all of them criminals please.
Deport all of them criminals please.
Identity Attack0.24150419
Insult0.26957804
Profanity0.075468846
Threat0.17016006
Severe Toxicity0.015609037
Moderate 0.37458646 Low Con 0.193 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada can do without Indians and India...If there is a will, there is a way.
Canada can do without Indians and India...If there is a will, there is a way.
Identity Attack0.46050715
Insult0.11978693
Profanity0.03389629
Threat0.04167421
Severe Toxicity0.019482423
Moderate 0.37458646 Low Con 0.192
Aug 25, 2025 Why Canadians Are Turning Against …
I saw a pakistanian lady have one of those cultural knives hanging from her hip. I was thinking to myself, we wouldn't be able to have a gun on our hip. Why are they allowed …
I saw a pakistanian lady have one of those cultural knives hanging from her hip. I was thinking to myself, we wouldn't be able to have a gun on our hip. Why are they allowed to have a weapon hanging on their hip
Identity Attack0.35299334
Insult0.09416737
Profanity0.15195307
Threat0.42877895
Severe Toxicity0.023076924
Moderate 0.37458646 Constructive 0.559
Aug 26, 2025 Why Canadians Are Turning Against …
Meri benti a ah chappal gang nu atleast shoes paaa k niklya karo bahar kyu bezti krone rehne chare paase …roj 2-3 chappal gang aale dekhda mai surrey ch …kaddd akal ayu tuhanu
Meri benti a ah chappal gang nu atleast shoes paaa k niklya karo bahar kyu bezti krone rehne chare paase …roj 2-3 chappal gang aale dekhda mai surrey ch …kaddd akal ayu tuhanu
Identity Attack0.28034934
Insult0.42167732
Profanity0.33453682
Threat0.3423812
Severe Toxicity0.17009245
Moderate 0.37458646 Low Con 0.282 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Most of our immigration over the last 5-10 years have been awful. Nothing but warm bodies that offer nothing other than cheap labor. Not qualified for anything useful. Hence the crime, scams and corruption. We …
Most of our immigration over the last 5-10 years have been awful. Nothing but warm bodies that offer nothing other than cheap labor. Not qualified for anything useful. Hence the crime, scams and corruption. We have to stop letting the bad ones in.
Identity Attack0.2795294
Insult0.36537176
Profanity0.048425674
Threat0.009437286
Severe Toxicity0.012574885
Moderate 0.37458646 Moderate Con 0.464 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
As a son of an Indian immigrant. I will say alot of them are here illegally. They got to go.
As a son of an Indian immigrant. I will say alot of them are here illegally. They got to go.
Identity Attack0.4453683
Insult0.24171697
Profanity0.07320584
Threat0.020436687
Severe Toxicity0.01806218
Moderate 0.37458646 Constructive 0.58 Personal_Narrative
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
Guy on the orange bike was pretty prejudiced. Talking down on Muslims and Africans that proudly just highlighted that he wasn’t raised well.
Guy on the orange bike was pretty prejudiced. Talking down on Muslims and Africans that proudly just highlighted that he wasn’t raised well.
Identity Attack0.42615733
Insult0.2679134
Profanity0.070942834
Threat0.011327368
Severe Toxicity0.015996376
Moderate 0.37458646 Moderate Con 0.362 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
I like majority of Indian ppl. I don't like criminals and scammers and violent crazies regardless of the race.
I like majority of Indian ppl. I don't like criminals and scammers and violent crazies regardless of the race.
Identity Attack0.36702603
Insult0.36798462
Profanity0.2366394
Threat0.025789235
Severe Toxicity0.020257099
Moderate 0.37458646 Constructive 0.515 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Mr tibet on the beach after he turns canada in a hell hole but dont blame him he done it legally blame the government
Mr tibet on the beach after he turns canada in a hell hole but dont blame him he done it legally blame the government
Identity Attack0.10221587
Insult0.3388922
Profanity0.19524631
Threat0.030278467
Severe Toxicity0.015286255
Moderate 0.37458646 Moderate Con 0.306 Fear_Threat
Sep 27, 2025 1 likes IRCC Names India in Study …
This account and its comments are pure racism
This account and its comments are pure racism
Identity Attack0.25986546
Insult0.18728738
Profanity0.10735235
Threat0.008531082
Severe Toxicity0.014963473
Moderate 0.37458646 Low Con 0.265 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
INDIANS ARE BETTER THEN this 👉☪️🧕🇵🇰
INDIANS ARE BETTER THEN this 👉☪️🧕🇵🇰
Identity Attack0.39207554
Insult0.16890354
Profanity0.14666493
Threat0.025443908
Severe Toxicity0.023076924
Moderate 0.37458646 Low Con 0.289 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Why can't I unsubscribe from this vile channel?
Why can't I unsubscribe from this vile channel?
Identity Attack0.047190998
Insult0.17610447
Profanity0.15985115
Threat0.017846745
Severe Toxicity0.015157142
Moderate 0.37458646 Low Con 0.281 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
5:32 bro wtff?? 😂😂
5:32 bro wtff?? 😂😂
Identity Attack0.0058086636
Insult0.06858205
Profanity0.473824
Threat0.007586042
Severe Toxicity0.02402156
Moderate 0.37458646 Moderate Con 0.358
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada needs ICE to remove the illegals and criminals shooting up our homes and businesses.
Canada needs ICE to remove the illegals and criminals shooting up our homes and businesses.
Identity Attack0.3758158
Insult0.24287975
Profanity0.024951037
Threat0.34804323
Severe Toxicity0.022710243
Moderate 0.37458646 Low Con 0.212 Fear_Threat
Jan 22, 2026 Why Canada’s immigration system has …
Don’t hate the players hate the game Canadian representation from local to provincial to federal all levels so called bad actors there dark graves full of corruption money laundering 😢
Don’t hate the players hate the game Canadian representation from local to provincial to federal all levels so called bad actors there dark graves full of corruption money laundering 😢
Identity Attack0.10235514
Insult0.38406035
Profanity0.024199532
Threat0.008686432
Severe Toxicity0.008850098
Moderate 0.37458646 Low Con 0.292
Nov 21, 2025 Thousands of refugees allowed into …
no one wants to be canadian anymore, we should just be naturalized american making canada great again
no one wants to be canadian anymore, we should just be naturalized american making canada great again
Identity Attack0.46028158
Insult0.113185234
Profanity0.04516909
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.37458646 Low Con 0.21
Jan 13, 2026 Canada’s new rules in 2026
You are purposefully creating hate against Indians Nad using it as a business model
You are purposefully creating hate against Indians Nad using it as a business model
Identity Attack0.36598656
Insult0.16831873
Profanity0.11601777
Threat0.016120117
Severe Toxicity0.017674843
Moderate 0.37458646 Low Con 0.27 Moral_Argument
Feb 27, 2026 2 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.