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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: "Replacement" 245 comments · Page 6 of 10
I know sir you may feel some anger but Indians will replace you too, and I don’t think you will like it. I feel sadness for all the Canadians.
I know sir you may feel some anger but Indians will replace you too, and I don’t think you will like it. I feel sadness for all the Canadians.
Identity Attack0.28034934
Insult0.07238392
Profanity0.017709278
Threat0.01119791
Severe Toxicity0.0063323975
Low Tox 0.2540519 Constructive 0.526
Jan 13, 2026 Why Canadians Are Turning Against …
Stop bringing economic migrants. Help Canadians build their own family. More immigration will mean that Canadians will be replaced. We will work to our death for others and not even our own descendants living on …
Stop bringing economic migrants. Help Canadians build their own family. More immigration will mean that Canadians will be replaced. We will work to our death for others and not even our own descendants living on the land.
Identity Attack0.19495805
Insult0.06319981
Profanity0.020032106
Threat0.1284288
Severe Toxicity0.009918213
Low Tox 0.24763705 Moderate Con 0.45
Aug 26, 2025 Why Canadians Are Turning Against …
just replace Canada with india
just replace Canada with india
Identity Attack0.2808415
Insult0.06826523
Profanity0.020442016
Threat0.009955117
Severe Toxicity0.009384155
Low Tox 0.24603334 Low Con 0.235 Identity_Assertion
Jan 20, 2026 Why Canada’s immigration system has …
Its not broke its working. Girls in thos country do nothing but help thdmselves use old men dont date young men . Just use old men for money . We need to be replaced asap
Its not broke its working. Girls in thos country do nothing but help thdmselves use old men dont date young men . Just use old men for money . We need to be replaced asap
Identity Attack0.21075934
Insult0.08831572
Profanity0.040158957
Threat0.018364733
Severe Toxicity0.00831604
Low Tox 0.24442963 Moderate Con 0.318 Fear_Threat
Sep 5, 2025 How Canada broke its immigration …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. etc. they wanna have this whole destabilization of the voting blocks so that the government can literally run wild do whatever they want. It’s funny how the “great replacement“ is said to be “deboned“ online yeah it’s literally happening right in front of our faces and our government leaders across the world are just openly saying it even in America. It’s either massive legal immigration from the left or massive H1B visa immigration from the right they literally tell you right to your face that you are either “too lazy“ or “too stupid“ to do some of these jobs meanwhile, there are millions of smart citizens who are not only ready to work, but can do the jobs that the H1B visa people and the illegal immigrants do way better especially because most of the H1B jobs are literally working at a fucking gas station and anything the illegal immigrants are doing especially jobs in construction and labor. American citizens and Canadian citizens do a way better quality job. Never believe the PSYOP of immigrants being “way better workers“ that’s literally just just a flyable objectively untrue. A wise man once said if someone is willing to cheap out on labor, then they are willing to cheap out on the job.
Identity Attack0.21075934
Insult0.08484049
Profanity0.07611542
Threat0.012492486
Severe Toxicity0.008735657
Low Tox 0.24282593 Constructive 0.644 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If Brampton was established up on a paddock by these migrants, who are they replacing then? Cows?😄
If Brampton was established up on a paddock by these migrants, who are they replacing then? Cows?😄
Identity Attack0.1769227
Insult0.097093195
Profanity0.030639706
Threat0.009307829
Severe Toxicity0.006866455
Low Tox 0.2412222 Low Con 0.289 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
the government/ corporations importing a slave class from india to replace the boomers, rather than paying upcoming Canadians a livable wage.
the government/ corporations importing a slave class from india to replace the boomers, rather than paying upcoming Canadians a livable wage.
Identity Attack0.21668483
Insult0.08831572
Profanity0.018324144
Threat0.00899713
Severe Toxicity0.007019043
Low Tox 0.23812068 Low Con 0.157
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is now owned by Communist China and inhabited by endless hordes of East Indians imported to replace the Canadian population. That is the 'middle power' strategy to get back at Donald Trump described by …
Canada is now owned by Communist China and inhabited by endless hordes of East Indians imported to replace the Canadian population. That is the 'middle power' strategy to get back at Donald Trump described by Mark Carney to a standing ovation in Davos.
Identity Attack0.22631748
Insult0.08533409
Profanity0.0147374235
Threat0.008789998
Severe Toxicity0.005683899
Low Tox 0.23343207 Moderate Con 0.336 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Socialism never fails to fail . Canada is a Godless socialist country and accepts euthanasia, perhaps you are being replaced by better people?
Socialism never fails to fail . Canada is a Godless socialist country and accepts euthanasia, perhaps you are being replaced by better people?
Identity Attack0.10221587
Insult0.11616662
Profanity0.024472807
Threat0.010602405
Severe Toxicity0.0062942505
Low Tox 0.23235008 Low Con 0.154 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Mass East Indian immigration is called the great replacement!
Mass East Indian immigration is called the great replacement!
Identity Attack0.23846684
Insult0.04207976
Profanity0.028093686
Threat0.011379151
Severe Toxicity0.010375977
Low Tox 0.23090743 Low Con 0.215
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
You will be replaced. What happened in SAfrica to those frmers will happen to you.
You will be replaced. What happened in SAfrica to those frmers will happen to you.
Identity Attack0.09824528
Insult0.053791173
Profanity0.022764845
Threat0.13144556
Severe Toxicity0.008773804
Low Tox 0.22846605 Low Con 0.231
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a …
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a takeover of Canada with the assistance of quisling politicians. The very ones he votes for by-the-way. Kali is funded by rich Indian billionaires. End-game 2100. When Canada be little more than offshore state of India. Well recently his son was laid off from his job. Replaced by a lower paid Indian worker as prophesied would gradually happen to native workers by whoever outed Project Kali four decades back. Low & behold his lad is now looking to move overseas. Surprise, surprise. My mate has become a big believer in Project Kali. Now even wants an Alberta free of Ottawa.
Identity Attack0.14661247
Insult0.1469393
Profanity0.026454043
Threat0.009955117
Severe Toxicity0.0061798096
Low Tox 0.22311419 Constructive 0.529 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
All part of the WEFs AGENDA 2030. This is the REPLACEMENT THEORY in real time. The GUBMENT wants a Race war. They been trying to start it for a while now. AGENDA 2030 involves MASS …
All part of the WEFs AGENDA 2030. This is the REPLACEMENT THEORY in real time. The GUBMENT wants a Race war. They been trying to start it for a while now. AGENDA 2030 involves MASS DEPOPULATION
Identity Attack0.105256535
Insult0.04032305
Profanity0.023721304
Threat0.077831104
Severe Toxicity0.01083374
Low Tox 0.21642438 Low Con 0.245
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Canada is like the Ukraine, a giant money laundering operation. I hope my province will separate. I hope we can reverse replacement theory!!
Canada is like the Ukraine, a giant money laundering operation. I hope my province will separate. I hope we can reverse replacement theory!!
Identity Attack0.10221587
Insult0.11172232
Profanity0.013507691
Threat0.008013252
Severe Toxicity0.0042533875
Low Tox 0.20839658 Moderate Con 0.366
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Invasion through immigration. Population replacement
Invasion through immigration. Population replacement
Identity Attack0.16801116
Insult0.032248367
Profanity0.022013342
Threat0.013321015
Severe Toxicity0.00919342
Low Tox 0.2043827 Low Con 0.212
Oct 6, 2025 IRCC Names India in Study …
The government was lying all along. The influx of these migrants are a net loss for Canadians. We don’t need 2.9 million to come change our society. It’s almost 8% of our total population. They …
The government was lying all along. The influx of these migrants are a net loss for Canadians. We don’t need 2.9 million to come change our society. It’s almost 8% of our total population. They are here to replace us, not to strengthen us.
Identity Attack0.116281845
Insult0.08582769
Profanity0.014805742
Threat0.00713294
Severe Toxicity0.0038337708
Low Tox 0.20312156 Moderate Con 0.412 Fear_Threat
Feb 18, 2026 2.9 million Canadian temporary visas …
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why …
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why he keeps them in their respective portfolio? But he absolutely needs to be also removed He is doing so much harm to Canada as this 70 yr old has never seen in her entire adult life He has done nothing to repair the relationship with USA Which he has to repair No instead he is working on China Go figure why Because they are a communist regime Whereas the USA is a democracy and solvant democracy such as our own and as far back Canada use to have a rather strong relationship with them But now its not Why? These are the kind of questions that should be asked Why Because CTV and CBC Are our CNN NBC Equivalent of fake news And totally Libéral bias
Identity Attack0.010063417
Insult0.16751462
Profanity0.020168742
Threat0.013631714
Severe Toxicity0.0051498413
Low Tox 0.20312156 Moderate Con 0.448 Call_To_Action
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
How about fire n replace dmv instructors for passing these people. Revoke licenses
How about fire n replace dmv instructors for passing these people. Revoke licenses
Identity Attack0.008213525
Insult0.030375287
Profanity0.017845914
Threat0.2836219
Severe Toxicity0.010528564
Low Tox 0.2028889 Low Con 0.17 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
u import india u become india. a country is still struggling on poverty line after 79 years independence. by the way the replacement is not only happening in Brampton but the whole Canada, like surrey …
u import india u become india. a country is still struggling on poverty line after 79 years independence. by the way the replacement is not only happening in Brampton but the whole Canada, like surrey abbortsford, nanaimo....
Identity Attack0.21470967
Insult0.06652143
Profanity0.015932998
Threat0.008181547
Severe Toxicity0.005874634
Low Tox 0.20219094 Moderate Con 0.478 Fear_Threat
Feb 13, 2026 4 likes Inside Canada's Indian Invasion...
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give …
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give the experience to those who lived here and need it. They’d rather hire someone from somewhere else that has experience and then fails to follow through as the born and raised person given the opportunity would. The amount I’ve seen white people fight to work and work fighting to keep their job burning themselves out when they’re easily replaceable by someone for a fraction of the cost and needing 3 people in their place since most immigrants are extremely lazy, especially after getting the pr. I’ve watched so many eastern Indians start to work full time. Hardly do anything until they get their card then drop off the map of actual work being done only to move to Ontario. Meanwhile I apply to countless jobs and don’t get one call back in 2 years with experience. Don’t even get me started on housing..
Identity Attack0.21668483
Insult0.06652143
Profanity0.025770858
Threat0.0083886795
Severe Toxicity0.0051498413
Low Tox 0.20195828 Constructive 0.643 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Why is immigration Canada discriminating against white immigrants? Why is immigration Canada importing 500,000 new immigrants a year when our unemployment rate is 6.5% and food banks can't keep up with soaring demand? Why are …
Why is immigration Canada discriminating against white immigrants? Why is immigration Canada importing 500,000 new immigrants a year when our unemployment rate is 6.5% and food banks can't keep up with soaring demand? Why are Canadian universities denying acceptance to Canada's business and engineering programs when these graduates are the ones who could invest in Canada and create enough jobs for Canadians? Why hasn't the Canadian government lowered Canada's age of consent so young women can get married again and have children instead of relying so heavily on immigrants for our population growth? Why is divorce law so punitive in Canada (a lifetime of alimony payments for marriages ending after ten years) discouraging people from getting married? Why does the Canadian government hate Canadians so much and is not reversing the destructive laws of Steven Harper and the conservatives? Is it the goal of the Canadian government to kill us Canadians and replace us all with immigrants who look like Canada's Aboriginal people? If so then why doesn't Canada protect white people from Aboriginal people so that white people can succeed in Canada?
Identity Attack0.21075934
Insult0.06023245
Profanity0.016752819
Threat0.00823333
Severe Toxicity0.0048065186
Low Tox 0.19694418 Constructive 0.545 Economic_Argument
Feb 9, 2026 How Canada broke its immigration …
The great population replacement theory is not theory anymore , results achieved , RCMP and Immigration pretending to do something via media spin and visual manipulation . Here is the con : headlines say investigation …
The great population replacement theory is not theory anymore , results achieved , RCMP and Immigration pretending to do something via media spin and visual manipulation . Here is the con : headlines say investigation , translation "we're looking into it " . Media shows shooting and netflix shooting drama . ...public perception of safety acheived , drinks all around for fooling them again .
Identity Attack0.020681098
Insult0.06953252
Profanity0.024404489
Threat0.063352615
Severe Toxicity0.0051498413
Low Tox 0.19314334 Moderate Con 0.343 Unverified_Claim
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
The contrast between immigrants, many from India, and the rhetoric of those who now feel like a new minority was striking. It should not surprise me that racism appears anywhere humans are, but what stood …
The contrast between immigrants, many from India, and the rhetoric of those who now feel like a new minority was striking. It should not surprise me that racism appears anywhere humans are, but what stood out was how some speakers treated all Indians as a single people, despite hundreds of cultures, and accused them of failing to assimilate to ‘their way.’ Many of those voices were themselves descendants of immigrants who were once pressured to abandon Norwegian or other identities in the name of assimilation. Yet there was little evidence they had actually spent time getting to know their Indian neighbors, their cultures, friendships, or daily realities. Instead, the focus was fear and a narrative of societal collapse, rather than honest engagement that separates real local issues from blanket blame. Of course, any local community can have problems, and some groups can be unwelcoming. But the argument presented implied there is only one way to be Canadian. That echoes xenophobic rhetoric in the US about who counts as ‘American,’ often while ignoring the reality of Indigenous peoples entirely. I do not deny the importance of shared commitments like the rule of law, freedom, and evidence based policy rooted in the Enlightenment and scientific thinking. But culture and learning can coexist with those values. What troubled me most was how poverty and discrimination were replaced with racial generalizations, and how victim language was used to deflect responsibility, something that resembles DARVO. Given the same conditions, these problems could arise in any group, regardless of race.
Identity Attack0.22063516
Insult0.06826523
Profanity0.022969801
Threat0.00899713
Severe Toxicity0.004711151
Low Tox 0.19219314 Constructive 0.817 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Metropolis (Brampton)
I remember going to Canada in the late 70s early 80s and it was full of Japanese. I guess they got replaced.
I remember going to Canada in the late 70s early 80s and it was full of Japanese. I guess they got replaced.
Identity Attack0.24462871
Insult0.053205602
Profanity0.018734055
Threat0.009074804
Severe Toxicity0.0059890747
Low Tox 0.19029272 Moderate Con 0.467 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
What a shock, immigrants want more immigration and open borders. Meanwhile the natives are getting replaced.
What a shock, immigrants want more immigration and open borders. Meanwhile the natives are getting replaced.
Identity Attack0.18158256
Insult0.04442204
Profanity0.016103793
Threat0.007819066
Severe Toxicity0.0038909912
Low Tox 0.18744208 Low Con 0.269 Identity_Assertion
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)

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.