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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: "If they are here illegally …" 638 comments · Page 9 of 26
The one who are destroying Canada are the ones running the govt , the TRUE criminals are the ones who voted for them. Let’s create a homeland security, deport the illegals. Let’s clean up Canada
The one who are destroying Canada are the ones running the govt , the TRUE criminals are the ones who voted for them. Let’s create a homeland security, deport the illegals. Let’s clean up Canada
Identity Attack0.32768643
Insult0.34135336
Profanity0.023789622
Threat0.079364374
Severe Toxicity0.016964722
Moderate 0.37694603 Low Con 0.176
Aug 25, 2025 Why Canadians Are Turning Against …
Not missing just somewhere in small town of Canada working and living illegally. These insects just invading creating more insects dumping it in orphanages
Not missing just somewhere in small town of Canada working and living illegally. These insects just invading creating more insects dumping it in orphanages
Identity Attack0.22063516
Insult0.40243408
Profanity0.050680235
Threat0.011482717
Severe Toxicity0.01644827
Moderate 0.37694603 Low Con 0.25
Sep 28, 2025 1 likes IRCC Names India in Study …
Dude, 12 years ago, I knew a girl who loved to screw illegal aliens, and one paid me $100 to drive him to 0 Avenue in Surrey, BC. He jumped the fence and was gone …
Dude, 12 years ago, I knew a girl who loved to screw illegal aliens, and one paid me $100 to drive him to 0 Avenue in Surrey, BC. He jumped the fence and was gone in a minute through a farmer's field. That's easy. Why pay 6K when you can do it for free? Thanks for showing the LIBERAL/NDP of Canada's third-world downfall.
Identity Attack0.2808415
Insult0.29383746
Profanity0.20483992
Threat0.10696311
Severe Toxicity0.023076924
Moderate 0.37576625 Constructive 0.55 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The hole world is the same fighting mass illegal immigrants
The hole world is the same fighting mass illegal immigrants
Identity Attack0.38215697
Insult0.24561718
Profanity0.15635987
Threat0.010938995
Severe Toxicity0.019095084
Moderate 0.37576625 Low Con 0.179 Comparative_Framing
Aug 25, 2025 75 likes Why Canadians Are Turning Against …
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 …
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 …
Deport it all are came from illegal students .
Deport it all are came from illegal students .
Identity Attack0.3817989
Insult0.22303216
Profanity0.049928714
Threat0.100830056
Severe Toxicity0.021419114
Moderate 0.37458646 Low Con 0.144 Call_To_Action
Sep 29, 2025 1 likes IRCC Names India in Study …
I bet Canadian population will go down to like 10 million 😂 I mean illegal immigrants or criminals should be deported I agree on that but deporting random legal immigrants just because they ‘take’ your …
I bet Canadian population will go down to like 10 million 😂 I mean illegal immigrants or criminals should be deported I agree on that but deporting random legal immigrants just because they ‘take’ your jobs or education? That’s just absurd.
Identity Attack0.32768643
Insult0.3406697
Profanity0.036401358
Threat0.013321015
Severe Toxicity0.011062622
Moderate 0.37340668 Moderate Con 0.427
Jan 18, 2026 1 likes Deportations From Canada at Their …
its not just Indians the Mexicans are working illegals on construction for way less money ,and the sad part is that Canadians companies are hire them !
its not just Indians the Mexicans are working illegals on construction for way less money ,and the sad part is that Canadians companies are hire them !
Identity Attack0.45348886
Insult0.21836096
Profanity0.023584666
Threat0.007081157
Severe Toxicity0.011062622
Moderate 0.3722269 Moderate Con 0.419 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
they should've deported all these visa student immigrants...over 5million of them and 0 went to school!!! then on top of it people are making the same money from 10 years ago while the cost of …
they should've deported all these visa student immigrants...over 5million of them and 0 went to school!!! then on top of it people are making the same money from 10 years ago while the cost of living goes up and up and up they mock us because we don't want to have children because we simply cannot afford 2-3k childcare while making 3.5k/month after taxes and rent at 3k/month while they come here have a free house, free money, pop out kids like crazy because the government will pay for the extra kids shit...highschool kids cant even get a job these days...the jobs that used to be for kids like tim hortons mcdonalds etc...are literally taken by immigrants as full blown jobs then there's not even enough jobs for the people here and employers are paying less and less and if you don't like it move along there's 100 illegal immigrants on student visas behind you waiting for that job when they should've been out of this country already!! Vancouver full of crackheads on fentanyl...Toronto full of heroin addicts walking around like zombies truck drivers buying cdl's from vending machines... icing on the cake was a crackhead doing heroin on a bench in broad daylight right on king st w. we're talking about a main street not a slow street or a side street where nobody sees shit...its fucking KING AND PETER!! I got so pissed off I tried to confront the dude but he was so out of it he couldn't even function... now we're talking about a crackhead that if he opens his eyes and he's flipping out and sees you as the cookie monster he'll fucking stab you with a needle what if it has hiv? or some other messed up disease? what if its a kid? WHAT IF IT'S YOU? what will it take for people to finally care about the issues in the community?!? crackhead immigrant? deported... cdl's? 10mil government trust fund to either run your own truck or to open a company...this would end all of these bankruptcy runaways whenever shit happens... student WORK visas? revoke them all...if they can't afford to pay for their international studies they have no business being an international student... first you study...get your degree once COMPLETED if you want to come back because you liked Canada apply from OUTSIDE Canada for a visa/pr. we don't need people working 10 years saving up to study living in a condo bedroom like 6 people in there driving up the cost of living for everyone else then fucking off when shit gets tough...
Identity Attack0.28622448
Insult0.344702
Profanity0.09486605
Threat0.032695748
Severe Toxicity0.01825585
Moderate 0.3722269 Constructive 0.628 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Finally covering the invasion of illegal indians who come here on "student visas" and never leave. ( saying this before i see the video lets see if you noticed )
Finally covering the invasion of illegal indians who come here on "student visas" and never leave. ( saying this before i see the video lets see if you noticed )
Identity Attack0.44690517
Insult0.1823172
Profanity0.07126612
Threat0.012958534
Severe Toxicity0.017287504
Moderate 0.3722269 Moderate Con 0.312 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indians crossing illegally to the US passing by mexicans crossing illegally to Canada like that meme of the 2 people driving by each other 😅
Indians crossing illegally to the US passing by mexicans crossing illegally to Canada like that meme of the 2 people driving by each other 😅
Identity Attack0.44690517
Insult0.16989174
Profanity0.032643758
Threat0.008246276
Severe Toxicity0.014253352
Moderate 0.37073207 Low Con 0.242 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The pure and real Canadians are the natives who lived here for millennia; the rest are invaders, immigrants, or illegal.
The pure and real Canadians are the natives who lived here for millennia; the rest are invaders, immigrants, or illegal.
Identity Attack0.38445538
Insult0.3126888
Profanity0.020032106
Threat0.007068211
Severe Toxicity0.013349563
Moderate 0.37073207 Low Con 0.219
Oct 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Close all illegal colleges, they are fake colleges just working as nursery for mass immigration.
Close all illegal colleges, they are fake colleges just working as nursery for mass immigration.
Identity Attack0.38246045
Insult0.24928534
Profanity0.041160982
Threat0.0113014765
Severe Toxicity0.011978149
Moderate 0.36867723 Low Con 0.107 Policy_Critique
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived …
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived illegally was taken back to India by indian authorities. But illegal Indians thise Canadian Government choose to keep and not handover to India purposely are mystery. And Remember Canada's Anti India group AKA Criminal Sikh Khalistani organisation which is Legally protected, patronised, used by very Canadian political party & Canadian Secret Service agencies to Snub india in geopolitics. Vanadian courts have already convicted these Khalistani Criminals for Bombing Air India Flight in 1983 where 300+ Candian citizens were died. These khalistanis & other ilegal indian immigrant who are willfully protected by canada under the name of Social Religious Freedom & what not. India had already complained to Canada about stop giving political asylum to these criminal groups, end the support to these Sikh Khalistani Criminals who are awaiting Criminal trials in Indian courts. But Canada refused to handover these criminals, many of these who have become Khalistani Drug Cartel Operatives & recruits living in Canada under secret Canadian government protection. And same Khalistani Big drug cartel money goes in to Canadian election funding and to the Canadian Political parties both the Conservative & Liberals are in co hoot with these Indian criminals. Thats why they get free run in Canada. Hense Canadian political parties protect ,shield the Khalistani group members when ever they get into trouble with Canadian Law & enforcement. So Canadian whites are equally responsible for corruption, rampant unchecked immigration of criminals and then its easy for Whites Canadians to blem India & Indians for everything mess they have created in Canada. No White Canadian is questioning RCMP's role in all this mess bcoz white Canadians never want to question their White Canadian Police and how the RCMP police operates ignoring the criminal activities of Immigrants who become drug cartel members and how the hell they get quick easy Canadian Citizenship where as a Legal Skilled immigrant do not get Canadian PR or Citizenship even after putting many efforts and money as fees. Something Rot is Cookin in Canada and it Smells bad....😢😢
Identity Attack0.4139151
Insult0.26957804
Profanity0.049427703
Threat0.011612174
Severe Toxicity0.018126737
Moderate 0.36867723 Constructive 0.504 Unverified_Claim
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not …
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not everyone is like that in my experience, I'm not from brampton but I'm sikh and I have sikh friends who are white and indigenous as well. One thing people don't realise is a lot of Canadians are actually really racist. You clearly saw that from the interview of the guy and his wife who was an RN, they passed the exam fair and square but I feel like his lack of understanding of the English language didn't get his point across right. The point he missed was the quality of life is higher in Canada, In India it's way easier, the cost of living is way cheaper, there's tons of cheap labour to hire maids for all your house work for example which is common in their culture, but as you've probably seen online, India isn't the cleanest or friendliest place to be, and if he was a nurse in India he would probably be broke without a good job, and having the opportunity to find good high paying jobs in something that Canadians also do when they travel to the US if a position in their field isn't available in whatever local city they grew up in. The main issue stems from international students from like after covid, regardless of country, India is in the spotlight because there's just more indians compared to other countries international students but its all the same stuff, you have kids from all over the world that might not have learned the same cultural practices, fresh 16-18 year olds living alone for the first time that have to do all their own chores and don't even know how to take care of themselves in some cases or do laundry or anything like that and it doesn't mean they were illegal immigrants or anything, just that they never put in the effort to learn because they were too entitled, its the same with entitled kids that go to Korea or Japan from north America as well that don't learn their culture and customs and misbehave because they are too entitled, and once you understand that you can see the bigger picture more clearly instead of just defaulting to racism. Also I'm not saying they can't be frustrated, its frustrating for everyone, even for me but racism isn't the answer.
Identity Attack0.38699543
Insult0.2817503
Profanity0.06646215
Threat0.015256803
Severe Toxicity0.016771052
Moderate 0.36867723 Constructive 0.855 Moral_Argument
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Send them all back and blacklist them from ever returning. They commited fraud the illegally enter the country.
Send them all back and blacklist them from ever returning. They commited fraud the illegally enter the country.
Identity Attack0.28883415
Insult0.25602314
Profanity0.041661996
Threat0.13768311
Severe Toxicity0.017093835
Moderate 0.36867723 Low Con 0.187 Call_To_Action
Oct 2, 2025 IRCC Names India in Study …
So mumbo jumbo talk. Find these 79,000 students who are in India illegally and deport them now!!!
So mumbo jumbo talk. Find these 79,000 students who are in India illegally and deport them now!!!
Identity Attack0.37953663
Insult0.16868424
Profanity0.059948977
Threat0.13161413
Severe Toxicity0.01825585
Moderate 0.36456755 Low Con 0.196 Call_To_Action
Oct 2, 2025 IRCC Names India in Study …
Looks like Indiana there are growing stronger as a community. Hope they help all the homeless people as well. For people who says illegal immigrants and cash in hand jobs, most people from India works …
Looks like Indiana there are growing stronger as a community. Hope they help all the homeless people as well. For people who says illegal immigrants and cash in hand jobs, most people from India works so hard and they are only contributing to the society unlike other countries like Pakistan or Arabs who destroys a society
Identity Attack0.46028158
Insult0.23237456
Profanity0.06395709
Threat0.014738814
Severe Toxicity0.018320406
Moderate 0.3625127 Constructive 0.72 Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Laughing my head off, immigration officer rounding up criminals and some of them are here illegally, what are the immigration officer going to do when they all demand refugee status or claim asylum seekers, I …
Laughing my head off, immigration officer rounding up criminals and some of them are here illegally, what are the immigration officer going to do when they all demand refugee status or claim asylum seekers, I guess they will be given lodging, food and healthcare, all on the taxpayers dime, Canada is a joke
Identity Attack0.32184324
Insult0.33964422
Profanity0.027410502
Threat0.008000307
Severe Toxicity0.009307861
Moderate 0.36095104 Moderate Con 0.363 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
WHY CANADA TOOOO SOFT TO ALLOW THEM AT FIRST, REMOVE THEM, PROSECUTE ILLEGALS.
WHY CANADA TOOOO SOFT TO ALLOW THEM AT FIRST, REMOVE THEM, PROSECUTE ILLEGALS.
Identity Attack0.37361985
Insult0.16751462
Profanity0.022286616
Threat0.31092548
Severe Toxicity0.02077355
Moderate 0.36095104 Low Con 0.191
Sep 28, 2025 IRCC Names India in Study …
Gov. Officials who are compliant and are helping these illegal immigrants should be removed as well
Gov. Officials who are compliant and are helping these illegal immigrants should be removed as well
Identity Attack0.3819294
Insult0.16758773
Profanity0.039657943
Threat0.24484909
Severe Toxicity0.020127986
Moderate 0.36095104 Low Con 0.281
Oct 19, 2025 IRCC Names India in Study …
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have …
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have Indian MP's with lots of influence on immigration policy such as Fake student visa, visitor or travel visa which are the back door of illegal immigration process!
Identity Attack0.40883094
Insult0.1935001
Profanity0.023243073
Threat0.009463178
Severe Toxicity0.012435913
Moderate 0.36095104 Constructive 0.512 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Lies, they do get more than Canadians, and illegal aliens/refugees get a hearty sum to get their permanent home furnished
Lies, they do get more than Canadians, and illegal aliens/refugees get a hearty sum to get their permanent home furnished
Identity Attack0.3758158
Insult0.27969417
Profanity0.02208166
Threat0.0069387536
Severe Toxicity0.010757446
Moderate 0.36095104 Low Con 0.214
Feb 11, 2025 1 likes How much do refugees and …
Safe 3rd party - turn them back to the USA - they are illegal
Safe 3rd party - turn them back to the USA - they are illegal
Identity Attack0.36702603
Insult0.24928534
Profanity0.03690237
Threat0.012337137
Severe Toxicity0.012130737
Moderate 0.36095104 Low Con 0.214 Policy_Critique
Jan 5, 2026 Migrants cross into Canada near …

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.