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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: "There is no more Canada …" 6,088 comments · Page 84 of 244
You can't have it both ways!! First we were told to STOP having so many children...they said there are too many bodies on the earth, DEMANDED we reduce the number of course we're having. Corporations …
You can't have it both ways!! First we were told to STOP having so many children...they said there are too many bodies on the earth, DEMANDED we reduce the number of course we're having. Corporations who's companies depend on workers and an ever increasing profit share, are being gutted from within by greedy shareholders. These corporations have borrowed money based on past, present, real and IMAGINED INCOME...and that model collapses if there are not enough consumers to buy their products. These corporations will go bankrupt and fall into ruin if we continue along with the current climate change model fear mongering about too many people. The fact is Canada has NEVER had too many people. We run at a carbon DEFICIT compared to other nations with same population. The world doesn't have a population problem - the middle East has a population problem, and since we share NO BOARDERS with any of these nations - NOT ONE OF THESE PEOPLE IS OUR RESPONSIBILITY. DEPORT THEM ALL
Identity Attack0.073429056
Insult0.16831873
Profanity0.18663849
Threat0.013010317
Severe Toxicity0.019611536
Moderate 0.3389984 Constructive 0.506
Aug 27, 2025 Why Canadians Are Turning Against …
Canada, etc. is being Assam-ed. No one believed us and our ancestors when we stood up against the illegal Indians immigrants/migrants. They refused to assimilate with the native Asian matriarchal, matrilineal societies. Instead, they have …
Canada, etc. is being Assam-ed. No one believed us and our ancestors when we stood up against the illegal Indians immigrants/migrants. They refused to assimilate with the native Asian matriarchal, matrilineal societies. Instead, they have been killing the native Asian matriarchal societies and forcing them into patriarchal societies. Only one left to be forcibly converted to patriarchal society. On the other hand, India has been committing the genocide and ethnic cleansing of the native Asian population, with the West supporting it.
Identity Attack0.40351558
Insult0.22770336
Profanity0.041912504
Threat0.1319513
Severe Toxicity0.02116089
Moderate 0.3389984 Constructive 0.519 Unverified_Claim
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
liberals ruined canada
liberals ruined canada
Identity Attack0.31892163
Insult0.21602537
Profanity0.07514556
Threat0.02924249
Severe Toxicity0.010147095
Moderate 0.3389984 Low Con 0.29 Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Read the comments and lose your humanity... sad about the future of Canada, this mentality will destroy you all.
Read the comments and lose your humanity... sad about the future of Canada, this mentality will destroy you all.
Identity Attack0.10221587
Insult0.23237456
Profanity0.020373698
Threat0.19229786
Severe Toxicity0.013155893
Moderate 0.3389984 Low Con 0.198
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I think it's safe to safe that Canada, like the UK before it, is certifiably an illegitimate state. An invaded, anarchic land.
I think it's safe to safe that Canada, like the UK before it, is certifiably an illegitimate state. An invaded, anarchic land.
Identity Attack0.36702603
Insult0.26957804
Profanity0.020851927
Threat0.009618527
Severe Toxicity0.013866014
Moderate 0.3389984 Low Con 0.21 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The indigenous people of Canada are from India and Oriental then the white Europeans came made it white now the Indians are making it brown again make Canada brown again
The indigenous people of Canada are from India and Oriental then the white Europeans came made it white now the Indians are making it brown again make Canada brown again
Identity Attack0.44690517
Insult0.13969865
Profanity0.032643758
Threat0.008712323
Severe Toxicity0.015673593
Moderate 0.3389984 Low Con 0.171
Jan 27, 2026 Inside Canada's Indian Invasion...
We have no culture anymore. Even in College we learn that Canada doesn't have any identity anymore, it's racist, we have ❤Diversity ❤ smh
We have no culture anymore. Even in College we learn that Canada doesn't have any identity anymore, it's racist, we have ❤Diversity ❤ smh
Identity Attack0.35948995
Insult0.25800487
Profanity0.03690237
Threat0.00704232
Severe Toxicity0.0127685545
Moderate 0.3389984 Moderate Con 0.384 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Gunshots violence arson, this is Liberal Canada
Gunshots violence arson, this is Liberal Canada
Identity Attack0.27875587
Insult0.1640896
Profanity0.040158957
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.167 Fear_Threat
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
canada is sraps
canada is sraps
Identity Attack0.28622448
Insult0.27146968
Profanity0.18049006
Threat0.009566744
Severe Toxicity0.01502803
Moderate 0.3389984 Moderate Con 0.311
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Hi guys this is a country of Indians not Canada gone in my opinion
Hi guys this is a country of Indians not Canada gone in my opinion
Identity Attack0.4006267
Insult0.14331897
Profanity0.07514556
Threat0.009799767
Severe Toxicity0.015867263
Moderate 0.3389984 Low Con 0.277 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
Identity Attack0.10221587
Insult0.36798462
Profanity0.07191269
Threat0.013113883
Severe Toxicity0.010910034
Moderate 0.3389984 Moderate Con 0.475 Fear_Threat
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
hindu's are not canadas problem , terrorism supporting religions are
hindu's are not canadas problem , terrorism supporting religions are
Identity Attack0.40158966
Insult0.16839184
Profanity0.043415543
Threat0.011767523
Severe Toxicity0.013155893
Moderate 0.3389984 Low Con 0.146 Fear_Threat
Nov 10, 2025 Inside Canada's Indian Metropolis (Brampton)
everyone in canada has caught their pathogen the fun guy named gus
everyone in canada has caught their pathogen the fun guy named gus
Identity Attack0.2331515
Insult0.3388922
Profanity0.05168226
Threat0.00866054
Severe Toxicity0.010223389
Moderate 0.3389984 Low Con 0.292 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
I live in canada and in my apartment building a bunch of Indians live there and what they do is literally throw their own trash out of the balcony ruining the grass, everywhere you look …
I live in canada and in my apartment building a bunch of Indians live there and what they do is literally throw their own trash out of the balcony ruining the grass, everywhere you look there will be trash, it gotten so bad the owner of the building put a note on all floors saying if you litter or don’t throw out your trash your being recorded and will get fined.
Identity Attack0.36702603
Insult0.26395
Profanity0.057944927
Threat0.010084574
Severe Toxicity0.012435913
Moderate 0.3389984 Constructive 0.575
Jan 27, 2026 Inside Canada's Indian Invasion...
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is …
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is majority of immigrants coming here from just India and Muslim countries for years now, its changing our once wonderful, beautiful country because their cultures are vastly different and they don't assimilate into ours. There's an underlining issue that is becoming more and more an issue with real Canadians and something will give soon......
Identity Attack0.41222036
Insult0.22303216
Profanity0.043916557
Threat0.008026198
Severe Toxicity0.015609037
Moderate 0.3389984 Constructive 0.621 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
This is why I left Canada. Too many Indians. So I moved to India.
This is why I left Canada. Too many Indians. So I moved to India.
Identity Attack0.43896464
Insult0.11797678
Profanity0.028093686
Threat0.0077154995
Severe Toxicity0.011444092
Moderate 0.3389984 Moderate Con 0.426
Sep 19, 2025 47 likes Inside Canada's Indian Metropolis (Brampton)
Justin Trudeau has destroyed Canada.
Justin Trudeau has destroyed Canada.
Identity Attack0.08170113
Insult0.24630153
Profanity0.03715288
Threat0.08089764
Severe Toxicity0.01083374
Moderate 0.3389984 Low Con 0.202 Policy_Critique
Feb 11, 2026 233 likes Canada's tighter immigration policy divides …
I hope the human smuggler never gets caught!… he’s getting them out of Canada👍🏻 Doing what the government should be doing. But of course they don’t, because the libtards want them in for the votes.
I hope the human smuggler never gets caught!… he’s getting them out of Canada👍🏻 Doing what the government should be doing. But of course they don’t, because the libtards want them in for the votes.
Identity Attack0.10757765
Insult0.34203702
Profanity0.09868695
Threat0.010214032
Severe Toxicity0.010910034
Moderate 0.3389984 Moderate Con 0.374 Call_To_Action
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Lol how are Indians in government in canada
Lol how are Indians in government in canada
Identity Attack0.39334553
Insult0.16773392
Profanity0.06145202
Threat0.006848133
Severe Toxicity0.013478675
Moderate 0.3389984 Low Con 0.198 Identity_Assertion
Nov 1, 2025 IRCC Names India in Study …
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting …
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting turned down when I hand out resumes, because I'm white and I was born in Canada its bad they're taking all the student jobs and then buying the businesses where students are working and then firing the students i'm no longer in school, so it's even harder to find a job. It's gotten to the point where if you want a job you need to work for yourself. They're even taking jobs in the trades so now people are having to work for themselves under-the-table and launder their money the average median income in Canada is anywhere from $45000 to $50000 a year the average house costs $673,335 the average household only makes $80000 a year i used to dream about having my own home and starting a family now I just hope I can find an apartment for less than $2000 a month that isn't owned by a slum Lord living in Toronto that's bought the property without ever even being to Smiths Falls a day in their life.
Identity Attack0.39461556
Insult0.23704576
Profanity0.098067984
Threat0.030278467
Severe Toxicity0.016190045
Moderate 0.3389984 Constructive 0.675 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
Identity Attack0.3817989
Insult0.16751462
Profanity0.023721304
Threat0.18281023
Severe Toxicity0.020386212
Moderate 0.3389984 Moderate Con 0.438 Identity_Assertion
Aug 30, 2025 Why Canadians Are Turning Against …
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's …
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's not anyone's land. There are no native inhabitants there. Understand?😮😮😮😮😮😮😮
Identity Attack0.38215697
Insult0.12521741
Profanity0.035148825
Threat0.007068211
Severe Toxicity0.011672974
Moderate 0.3389984 Moderate Con 0.378 Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. …
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. Generations of true Canadians worked, struggled, settled, overcame even died just to hand the country over to heterogeneous minorities with nothing in common with nor loyalty to Canada or its people. All so the liberals could steal power and turn Canada in to a 1 party nation. Disgusting…
Identity Attack0.35624164
Insult0.27558193
Profanity0.09551262
Threat0.0130621
Severe Toxicity0.015157142
Moderate 0.3389984 Moderate Con 0.377 Unverified_Claim
Jan 2, 2026 IRCC Names India in Study …
Africans make great Canadians!!! ... but not the Islamists. Our Charter starts; WHEREAS CANADA IS FOUNDED UPON PRINCIPLES THAT RECOGNIZE THE SUPREMACY OF GOD AND THE RULE OF LAW; ......that's GOD of the Bible not …
Africans make great Canadians!!! ... but not the Islamists. Our Charter starts; WHEREAS CANADA IS FOUNDED UPON PRINCIPLES THAT RECOGNIZE THE SUPREMACY OF GOD AND THE RULE OF LAW; ......that's GOD of the Bible not allen of the Qurans or the other gods of pagans. Time to get right with Christ Jesus not much time left, Jesus is on His way back here as He promised. Get ready to welcome the King of kings.
Identity Attack0.41052565
Insult0.16846494
Profanity0.027410502
Threat0.008129764
Severe Toxicity0.014963473
Moderate 0.3389984 Moderate Con 0.346 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Canadian people are upset that our government is allowing foreign nationals to disrespect our country and our people and set our flags on fire and yell at the top of their lungs that they want …
Canadian people are upset that our government is allowing foreign nationals to disrespect our country and our people and set our flags on fire and yell at the top of their lungs that they want to destroy Canada and their people that’s disrespect
Identity Attack0.37222284
Insult0.17734702
Profanity0.02522431
Threat0.10236332
Severe Toxicity0.015350811
Moderate 0.3389984 Moderate Con 0.453
Aug 26, 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.