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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 #}

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Active: "Canada is cooked 😢" 54 comments · Page 2 of 3
Canada is cooked
Canada is cooked
Identity Attack0.10221587
Insult0.06826523
Profanity0.08355101
Threat0.011508608
Severe Toxicity0.009536743
Low Tox 0.2191003 Moderate Con 0.377 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada is cooked
Canada is cooked
Identity Attack0.10221587
Insult0.06774519
Profanity0.08322773
Threat0.011612174
Severe Toxicity0.009536743
Low Tox 0.21642438 Moderate Con 0.377 Humor_Satire
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting …
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting in millions of international students whom many have little intention to study while quick to seek asylum. They are more like indentured labourers ripe to be exploited by their very own. Which country welcomes refugees and illegal immigrants with open arms, treating them far better than seniors who toiled for decades. Only in Canada! Oh Indicanada!
Identity Attack0.11744241
Insult0.11464815
Profanity0.020032106
Threat0.009281937
Severe Toxicity0.0060653687
Low Tox 0.21241048 Moderate Con 0.441 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian, Canada is cooked. This is not even 20% of it. Far worse
As a Canadian, Canada is cooked. This is not even 20% of it. Far worse
Identity Attack0.11047905
Insult0.07967083
Profanity0.025770858
Threat0.0074436385
Severe Toxicity0.0044441223
Low Tox 0.2043827 Moderate Con 0.334 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada turned to CanIndia. I used to live in Calgary and I was completely surprised by the amount of punjab people. Canada is already cooked
Canada turned to CanIndia. I used to live in Calgary and I was completely surprised by the amount of punjab people. Canada is already cooked
Identity Attack0.20483385
Insult0.07935401
Profanity0.041912504
Threat0.008686432
Severe Toxicity0.0077438354
Low Tox 0.2043827 Constructive 0.543 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I'll break down the ending for those who didn't get it: -they took him and drove him miles and miles without getting any of the cash. big red flag, they have 0 reason to trust …
I'll break down the ending for those who didn't get it: -they took him and drove him miles and miles without getting any of the cash. big red flag, they have 0 reason to trust Olivera. these kinda migrants are poor -there was disagreement b/w grunt and boss about fleecing him for a few extra bucks; boss SHOULD NOT care if his cargo has a few more or less dollars if he's getting a flat rate. Massive red flag, as this indicates he plans to receive more/different than agreed and/or that this has been an issue before -Told him that American !ce is patrolling Canada's territory, some hour from the US (lol), and that's why they need to go to some random rathole, when they haven't even committed a crime yet -blatantly lying to him again to take his weapons n phone. They aren't broadcasting xrays thru the entire northern forest. IDK what they have if anything, but definitely not metal detectors lol Yeah, Olivera got out in the nick of time. He was 100% going to get cooked when bossman showed up at the dumping ground. The blade was a small price to pay even though it looked pretty nice lol. Appreciate what you do but maybe this one was a little too risky eh. PS: W bikeman and RIP (Canada does NOT have free speech)
Identity Attack0.094936445
Insult0.12521741
Profanity0.03615085
Threat0.010032792
Severe Toxicity0.005531311
Low Tox 0.20265625 Constructive 0.715 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada is cooked.
Canada is cooked.
Identity Attack0.09162762
Insult0.06774519
Profanity0.0569429
Threat0.010058682
Severe Toxicity0.0075531006
Low Tox 0.20149297 Low Con 0.295
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is COOKED
Canada is COOKED
Identity Attack0.08831879
Insult0.06652143
Profanity0.059948977
Threat0.008841781
Severe Toxicity0.008621216
Low Tox 0.19893374 Low Con 0.291 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada is cooked 😢
Canada is cooked 😢
Identity Attack0.10221587
Insult0.06617179
Profanity0.03464781
Threat0.00967031
Severe Toxicity0.00705719
Low Tox 0.19314334 Moderate Con 0.324
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is cooked 😢
Canada is cooked 😢
Identity Attack0.10221587
Insult0.06617179
Profanity0.03464781
Threat0.00967031
Severe Toxicity0.00705719
Low Tox 0.19314334 Moderate Con 0.324 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada 🇨🇦 is cooked 😂😂😂
Canada 🇨🇦 is cooked 😂😂😂
Identity Attack0.07673789
Insult0.053205602
Profanity0.05243378
Threat0.011094344
Severe Toxicity0.008506775
Low Tox 0.18079062 Low Con 0.218 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
SLASHED!!! From 395,000 new wards of the state to 380,000, all paid for by "middle class" taxpayers, who increasingly aren't. Canada is cooked.
SLASHED!!! From 395,000 new wards of the state to 380,000, all paid for by "middle class" taxpayers, who increasingly aren't. Canada is cooked.
Identity Attack0.033269364
Insult0.081508696
Profanity0.035399333
Threat0.007857903
Severe Toxicity0.0037765503
Low Tox 0.17371799 Moderate Con 0.394 Economic_Argument
Jan 3, 2026 19 likes New rules, regulations take effect …
Canada is cooked!
Canada is cooked!
Identity Attack0.053854458
Insult0.04969218
Profanity0.04667213
Threat0.010291707
Severe Toxicity0.0065994263
Low Tox 0.16765249 Moderate Con 0.307 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
This is news? Barely... This is a joke. Canada is cooked 🍳
This is news? Barely... This is a joke. Canada is cooked 🍳
Identity Attack0.060675595
Insult0.06477321
Profanity0.01887069
Threat0.007534259
Severe Toxicity0.004310608
Low Tox 0.16245349 Low Con 0.187
Jan 5, 2026 1 likes New rules, regulations take effect …
3:25 is exactly what I've been saying for @$#%in years! Service their own AND promote their OWN! cs --> managers --> board of directors. This carries through everything: RCMP, Politicians, Immigration, etc. It's too late …
3:25 is exactly what I've been saying for @$#%in years! Service their own AND promote their OWN! cs --> managers --> board of directors. This carries through everything: RCMP, Politicians, Immigration, etc. It's too late now, nothing can stop this. Canada is cooked!
Identity Attack0.050671257
Insult0.06921569
Profanity0.024199532
Threat0.008077981
Severe Toxicity0.003967285
Low Tox 0.16098402 Moderate Con 0.453 Fear_Threat
Oct 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian, I work in healthcare in the disability sector, and I am extremely frustrated with what I am seeing the Indian population taking over the sector. There are ongoing issues with Indians who …
As a Canadian, I work in healthcare in the disability sector, and I am extremely frustrated with what I am seeing the Indian population taking over the sector. There are ongoing issues with Indians who cannot communicate clearly in English with clients. This has resulted in serious confusion and, on several occasions, situations escalating into violence. Clear communication is essential in healthcare, and this failure puts vulnerable clients at risk. Clients are not being provided with proper meals that meet their dietary needs. Instead, food is often prepared without consideration for the client’s usual diet, which has caused clients to become physically ill. On top of that, basic food safety practices are not being followed at all. To make matters worse, the company does not provide proper foodsafe training, despite it being a legal requirement. There are also major professionalism issues. Some Indians arrive late to work—sometimes by hours—and give excuses with no consequences. I have documented these incidents and reported them to upper management, yet nothing is done. During shifts, 90 percent of Indian staff sit in the office for long periods, leaving clients unattended except for basic cooking. This can go on for days until white staff are scheduled. One incident that really stood out involved a client returning from a doctor’s appointment. When I asked how it went, I was told the client “had something on his head” and needed to use a cream. When I asked what the condition was or whether it was contagious, the Indian staff member did not know what the word contagious meant let me remind you I work in health care. I later learned from the client’s mother that it was a fungal infection information that should have been clearly communicated immediately for everyone’s safety. I am exhausted by the lack of standards, accountability, and training in this workplace. If you are going to work in healthcare in Canada, you must be able to communicate effectively, follow food safety laws, show up on time, and provide proper care. Lowering standards for the Indian population puts vulnerable people at risk, and management allowing this is unacceptable. If your coming to Canada follow are values and beliefs are stay in India.
Identity Attack0.17303948
Insult0.061276767
Profanity0.017845914
Threat0.009592636
Severe Toxicity0.0046920776
Low Tox 0.15766735 Constructive 0.81 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada is COOKED✅️
Canada is COOKED✅️
Identity Attack0.05976611
Insult0.05964688
Profanity0.03489832
Threat0.007883795
Severe Toxicity0.007019043
Low Tox 0.15545623 Low Con 0.205
Jan 27, 2026 Inside Canada's Indian Invasion...
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal …
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal immigrant who migrated here with a nuclear family only on merit, I believe I earn the privilege to voice my thoughts here. First of all, rather than blaming the hoards of Indian immigrants, why don't anyone ask questions to the people who allowed it? Why not ask the politicians who vetoed it? Why not ask the police who is not able to stop reckless drivers? Why not ask the minister's who allow hospitals to run under staffed? USA has a massive Indian diaspora. But they are mostly IT workers and CEOs and Doctors. So who was at mistake of bringing illiterate, uncouth Indians to Canada? After earning all the required merit, and paying as much taxes from my family that is equivalent to minimum wages of at least 4 people, it hurts me to see undeserving people taking benefits of the system, while we get the short end. No one seemed too concerned when Indian students brought in so much money and revived some dead economies. No one blamed thousands of Punjabi businesses bringing in dollars into the economy. India, with its 150 billion people has s#!to eaters and people who can buy out Canada. You only see the bad. Press the government to bring in good people. Doctors, engineers, lawyers, scientists, business people, who will add value to the country and generate you jobs and salaries and grow this country. Not cooks and drivers only. Khalistan and Pro-BJP factions are both bad outside India. They all should go back and let the peace loving Indians and Canadians live here in peace. I don't hate anyone, but just the people who make my home country and me look bad. We ain't that bad after all.
Identity Attack0.105836816
Insult0.05262003
Profanity0.016172111
Threat0.007909686
Severe Toxicity0.0029945374
Low Tox 0.15158679 Constructive 0.821 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
If we don’t forcefully remigrate in this generation we’re cooked. All European diaspora nations are boiling in this pot together. I pray Canada awakens soon
If we don’t forcefully remigrate in this generation we’re cooked. All European diaspora nations are boiling in this pot together. I pray Canada awakens soon
Identity Attack0.07921951
Insult0.042665333
Profanity0.018255826
Threat0.010291707
Severe Toxicity0.0037574768
Low Tox 0.13908891 Moderate Con 0.42 Fear_Threat
Feb 14, 2026 Inside Canada's Indian Invasion...
I am an Indian and seeing this... Canada is indeed cooked.
I am an Indian and seeing this... Canada is indeed cooked.
Identity Attack0.08500996
Insult0.03511308
Profanity0.031641733
Threat0.0079873605
Severe Toxicity0.0048065186
Low Tox 0.13908891 Moderate Con 0.415 Fear_Threat
Nov 1, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
In Canada, we imported almost 10% of our population is the last five years, the majority of whom came from India. There's no doubt that Indian culture is not the same as Canadian culture, and …
In Canada, we imported almost 10% of our population is the last five years, the majority of whom came from India. There's no doubt that Indian culture is not the same as Canadian culture, and importing such a massive number so quickly means we are far more likely to see those cultures bumping up against each other, rather than giving them a chance to assimilate and blend. Like any good cook, I know if you try to add the eggs too quickly and in too much of a hurry, you get scrambled eggs in weak sauce, not a thick creamy custard. Same principle applies to immigration. We need to give people the time and chance to learn and absorb our culture and values, else we end up with ghettos and a weakened society.
Identity Attack0.07921951
Insult0.034672357
Profanity0.020032106
Threat0.008401625
Severe Toxicity0.0031852722
Low Tox 0.11057663 Constructive 0.775 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Welcome to the Liberal's Canada. We're cooked!
Welcome to the Liberal's Canada. We're cooked!
Identity Attack0.036105253
Insult0.034341812
Profanity0.0166845
Threat0.008039144
Severe Toxicity0.0032043457
Low Tox 0.11057663 Low Con 0.241 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
canadas cooked
canadas cooked
Identity Attack0.042550452
Insult0.027605021
Profanity0.027410502
Threat0.009540852
Severe Toxicity0.0047683716
Low Tox 0.10609736 Moderate Con 0.402 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Trump sees this and Canada is more cooked than we already are.
Trump sees this and Canada is more cooked than we already are.
Identity Attack0.02048012
Insult0.04852104
Profanity0.016889455
Threat0.0065568537
Severe Toxicity0.0022125244
Low Tox 0.104795754 Low Con 0.194 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Peope dont realise this but there is no stopping immigration in Canada. The stock market anticipates huge immigration as it is the only feasible path towards growing corporate profits. If we dont have huge immmigration, …
Peope dont realise this but there is no stopping immigration in Canada. The stock market anticipates huge immigration as it is the only feasible path towards growing corporate profits. If we dont have huge immmigration, the purchasing power of boomers, derived from a booming market and real estate market, will lead to massive inflation as labor shortages occur. There is nothing we can do to stop this. Boomers are going to vote Liberal and liberals will continue to flood the country with third world immigrants who cook, clean, drive, caretake, etc. Millenials and gen Z are the ones who will never own a home or start a family. And ironically the low birth rate will lead to even more immigration. I suspect that Canada will be primarily asian and african by 2060.
Identity Attack0.026007013
Insult0.033239998
Profanity0.0147374235
Threat0.0077284453
Severe Toxicity0.0020217896
Low Tox 0.091913216 Constructive 0.614 Economic_Argument
Jun 21, 2025 How Canada broke its immigration …

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.