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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

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Active: "The "immigrants" are not the …" 3,653 comments · Page 31 of 147
The arrogance of the most latest immigrants, not only Indians, Filipinos, Somalis but also Ukrainians is astonishing.
The arrogance of the most latest immigrants, not only Indians, Filipinos, Somalis but also Ukrainians is astonishing.
Identity Attack0.46028158
Insult0.40243408
Profanity0.059447967
Threat0.008686432
Severe Toxicity0.017287504
Moderate 0.4269174 Low Con 0.184 Identity_Assertion
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Like USA, get officers to get them all out of our soil. Not racism, but they need to leave, even they got official papers. Stop giving them benefit for our tax dollars. Not racism, but …
Like USA, get officers to get them all out of our soil. Not racism, but they need to leave, even they got official papers. Stop giving them benefit for our tax dollars. Not racism, but majority robberies from The blacks new immigrants. Not racism, but too many Indians, no integrity, not polite, not following our cultural and demanding us to respect them. Respect is a two- way street. Thry don't respect our traditions, they should get deported. Politicians corruption like a third world countries because those immigrants are from those countries.
Identity Attack0.49032792
Insult0.39297962
Profanity0.09583591
Threat0.08396416
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.413 Call_To_Action
Sep 13, 2025 Why Canadians Are Turning Against …
what about surrey, vancouver? also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who …
what about surrey, vancouver? also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who are immigrants themselves are being racist cuz they're white, wut de sigam.
Identity Attack0.50515604
Insult0.3388922
Profanity0.055940874
Threat0.008129764
Severe Toxicity0.016964722
Moderate 0.4269174 Constructive 0.506 Identity Attack Moral_Argument
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
You can cut immigration all you want, it's not going to make Canadian kids any less lazy.
You can cut immigration all you want, it's not going to make Canadian kids any less lazy.
Identity Attack0.38200524
Insult0.45135358
Profanity0.052934792
Threat0.017156094
Severe Toxicity0.01393057
Moderate 0.4269174 Low Con 0.267
Jan 3, 2026 New rules, regulations take effect …
U white guy making video against immigrants- how sad for u - you don’t know real history- why u given visa to come - that is it govt issue nothing do immigrant - Poland guy …
U white guy making video against immigrants- how sad for u - you don’t know real history- why u given visa to come - that is it govt issue nothing do immigrant - Poland guy why come Canada tell me
Identity Attack0.48915586
Insult0.26957804
Profanity0.02973333
Threat0.010395273
Severe Toxicity0.019740647
Moderate 0.4269174 Low Con 0.252
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
YOU. BROUGHT. IMMIGRANTS HERE. STOP 🛑 COMPLAINING 😂😂😂
YOU. BROUGHT. IMMIGRANTS HERE. STOP 🛑 COMPLAINING 😂😂😂
Identity Attack0.41975367
Insult0.25404143
Profanity0.10549548
Threat0.010938995
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.208 Humor_Satire
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
okay the white guy on the bike lost me when he said " google the average iq of africa" bro have you seen the average american iq? it's going higher bcz it's boosted by immigrants …
okay the white guy on the bike lost me when he said " google the average iq of africa" bro have you seen the average american iq? it's going higher bcz it's boosted by immigrants from not america. also africa isn't a country
Identity Attack0.50515604
Insult0.26957804
Profanity0.16636424
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.457 Identity Attack Unverified_Claim
Feb 5, 2026 3 likes Inside Canada's Indian Invasion...
Bro's wife got piped by an immigrant, explains the frustration
Bro's wife got piped by an immigrant, explains the frustration
Identity Attack0.41052565
Insult0.34314156
Profanity0.22643133
Threat0.045572113
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.445 Humor_Satire
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
India: and the fraud and corruption it brings to Canada. Note the people with Indian background in inside Immigration Canada.
India: and the fraud and corruption it brings to Canada. Note the people with Indian background in inside Immigration Canada.
Identity Attack0.4774257
Insult0.39297962
Profanity0.028503597
Threat0.008401625
Severe Toxicity0.01935331
Moderate 0.4269174 Low Con 0.254
Oct 1, 2025 IRCC Names India in Study …
Say what you want about Hispanic immigrants. Yes, they bring problems too, but they are Christians, family driven, and have way more in common with the west
Say what you want about Hispanic immigrants. Yes, they bring problems too, but they are Christians, family driven, and have way more in common with the west
Identity Attack0.5485698
Insult0.31740165
Profanity0.10549548
Threat0.011586283
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.464 Identity Attack
Oct 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
A friend of mine who immigrated here recently needed help looking for a place and I asked what her budget was for rent and she told me the government will cover up too $5,000 per …
A friend of mine who immigrated here recently needed help looking for a place and I asked what her budget was for rent and she told me the government will cover up too $5,000 per month rent payments. I was blown away and this is a single young woman who barely speaks English friend or not this is ridiculous.
Identity Attack0.053399716
Insult0.47384647
Profanity0.13608865
Threat0.0079873605
Severe Toxicity0.007095337
Moderate 0.4269174 Constructive 0.735 Unverified_Claim
Aug 26, 2025 50 likes Why Canadians Are Turning Against …
47,000 students that are illegal and missing in Canada! Who the f…, is responsible for immigration in Canada!!!!
47,000 students that are illegal and missing in Canada! Who the f…, is responsible for immigration in Canada!!!!
Identity Attack0.23391083
Insult0.3388922
Profanity0.38063943
Threat0.009696201
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.364 Unverified_Claim
Sep 29, 2025 10 likes IRCC Names India in Study …
We will use immigration to destroy their nations. - Famous European Banking Family.
We will use immigration to destroy their nations. - Famous European Banking Family.
Identity Attack0.44690517
Insult0.15698463
Profanity0.09744903
Threat0.34889272
Severe Toxicity0.023076924
Moderate 0.42568782 Low Con 0.132 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few …
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few bureaucratic steps will help line up the immigrants across Canada towards airports to flee and here we go: 1- Introduce a 3 months grace period for illegals to depart with their lute, no questions asked 2- Establish a Black-List-Database for all illegals and anyone who makes that list will never get permanent residence no matter how long they stay or even if they apply from abroad down the road 3- Introduce daily fines for overstaying or being here illegal with no ceiling including assets seizure to cover fines 4- Abolish automatic birth citizenship unless both parents are fully legal, else contact your embassy for birth certificate and fetch healthcare, school etc ..on your own dime 5- Revoke driver licenses, bank accounts, temporary SIN numbers of all illegals 6- Mandate the RCMP, Local Police, Sheriffs to check immigration status of anyone who comes in contact with law enforcement including traffic stops 7- Establish new Driver License and other documents for citizens and legal people with specific design and color etc.. 8- Introduce a toll-free number so citizens can report illegals and illegal activities 9- Impose hefty fines and jail time on employers who hire illegals including business closures 10- Limit running to office on all levels to Canadian born citizens 11- No illegal owns, buys or sells any real estate or property Do these and the longest line will be the line leading to airports so our friends CBSA can sit in the ri comfy offices processing illegals at their own pace.
Identity Attack0.27171627
Insult0.47384647
Profanity0.10797132
Threat0.013217449
Severe Toxicity0.014511578
Moderate 0.42568782 Moderate Con 0.448
Dec 23, 2025 15 likes Deportations From Canada at Their …
Good ole RocaNews, the immigrants moved in and made the area wealthy, and the whites hit the crack pipe😅😂
Good ole RocaNews, the immigrants moved in and made the area wealthy, and the whites hit the crack pipe😅😂
Identity Attack0.48949075
Insult0.26957804
Profanity0.17752954
Threat0.0824309
Severe Toxicity0.023076924
Moderate 0.42568782 Low Con 0.282
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Welcome to GLOBALIST nightmare Canada. Our Cartel run governments along with our CORRUPT RCMP, compromised law enforcement.... rule with an iron fist. We have a two tiered judicial system also. COMMUNIST CARNEY and his band …
Welcome to GLOBALIST nightmare Canada. Our Cartel run governments along with our CORRUPT RCMP, compromised law enforcement.... rule with an iron fist. We have a two tiered judicial system also. COMMUNIST CARNEY and his band of incompetent immigrant cabinet ministers are anti-Canadian, anti-Christian. After 60 years in this country, I no longer recognize Canada, it is a morally and financially bankrupt country. Thank the Liberal voters.
Identity Attack0.36873037
Insult0.4378843
Profanity0.026317406
Threat0.009566744
Severe Toxicity0.015415368
Moderate 0.42568782 Moderate Con 0.312
Sep 29, 2025 IRCC Names India in Study …
honestly bro I'd rather have illegal immigrants rather than legal indians
honestly bro I'd rather have illegal immigrants rather than legal indians
Identity Attack0.5108175
Insult0.23237456
Profanity0.11911256
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.42349213 Moderate Con 0.338 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the …
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the far right. The same is playing out in other countries. That is the plan to gain power. Even getting people of the same ethnicity to give legimacy. Like giving testemonials to sell some crap on tv.😂 I am not surprised if people are angry, but they should get the facts, before they do something based on lies.
Identity Attack0.14661247
Insult0.40243408
Profanity0.38343847
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.42349213 Constructive 0.523 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Needs to be 0 immigrants.
Needs to be 0 immigrants.
Identity Attack0.5108175
Insult0.16788013
Profanity0.07385241
Threat0.036839653
Severe Toxicity0.023076924
Moderate 0.42349213 Low Con 0.173 Identity Attack Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canadians want less Indian immigrants bottom line 🇨🇦
Canadians want less Indian immigrants bottom line 🇨🇦
Identity Attack0.5135796
Insult0.24630153
Profanity0.04065997
Threat0.011482717
Severe Toxicity0.022452017
Moderate 0.42349213 Low Con 0.108 Identity Attack Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
You claim not to be racist, yet you zoom in on a man wearing slides as if he’s committing a crime? You cut to videos of only filthy street food and people doing disgusting things, …
You claim not to be racist, yet you zoom in on a man wearing slides as if he’s committing a crime? You cut to videos of only filthy street food and people doing disgusting things, generalizing an entire country based on hateful reels that I know you make as well. This adds fuel to the fire. By your logic, you probably live in a crack den, surviving on canned beans and food I wouldn’t even feed my farm animals, doped up on speed, living the American dream? I should make a video showing Tyler Oliveira’s homeland and cut to montages of Kensington, Philadelphia, Skidrow, and all those poor homeless communities you visit and antagonize for views and money. I should show all the weirdos that you know wander the streets of the country you call home, hurting and killing people in the name of beef or some ridiculously moronic bullshit. At least I don’t have to worry about getting shot or kidnapped by masked men in my country, but go on, bro, focus on the poop slingers and beggars. I’m absolutely not against you making videos on such topics, highlighting the abuse of the immigration system in both countries is important and above that, is your right to express yourself or report on. However, adding these unwanted tangents for clout and view baiting is not the definition of “independent journalism” that you claim to do. I was a huge fan of yours, but ever since you started making content about immigrants in New York City, you’ve gone down a very dark path. I hope you reflect on your actions and reconsider your outlook on the world.
Identity Attack0.12556632
Insult0.44126466
Profanity0.1308005
Threat0.02613456
Severe Toxicity0.023076924
Moderate 0.42349213 Constructive 0.686 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
The main take-away is immigration wouldn't be ass bad if there was more opportunity in everyones native land. That is what is what we should aim for.
The main take-away is immigration wouldn't be ass bad if there was more opportunity in everyones native land. That is what is what we should aim for.
Identity Attack0.11976352
Insult0.2469859
Profanity0.43272525
Threat0.0101363575
Severe Toxicity0.02167734
Moderate 0.42129645 Constructive 0.575 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
lol i fly about monthly from YVR, as soon as you exit the plane and walk into the airport it feels like india, its gotta stop 90 percent of them are scammers and just need …
lol i fly about monthly from YVR, as soon as you exit the plane and walk into the airport it feels like india, its gotta stop 90 percent of them are scammers and just need to go, but m0r0ns elected the liberals again, and well if you check the numbers so far on the immigration website, they are already set for another record year, they are not lowering the numbers its all gas lighting.
Identity Attack0.36702603
Insult0.4339631
Profanity0.26583168
Threat0.042985857
Severe Toxicity0.023076924
Moderate 0.42129645 Moderate Con 0.451 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Self declaration???? This is insane……. …….this is a LIBERAL FANTASY….iMMIGRATION is dysfunctional so are cxxxx leaders.
Self declaration???? This is insane……. …….this is a LIBERAL FANTASY….iMMIGRATION is dysfunctional so are cxxxx leaders.
Identity Attack0.18468912
Insult0.40243408
Profanity0.24438259
Threat0.009178371
Severe Toxicity0.020902663
Moderate 0.42129645 Low Con 0.131
Nov 25, 2025 Thousands of refugees allowed into …
Canada was always anti immigrant Even whites here immigrants 😂 We gotta be strong
Canada was always anti immigrant Even whites here immigrants 😂 We gotta be strong
Identity Attack0.5051609
Insult0.26957804
Profanity0.06145202
Threat0.009126588
Severe Toxicity0.019998873
Moderate 0.42129645 Moderate Con 0.318 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.