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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 why the …" 3,653 comments · Page 86 of 147
Trudeau, Biden all the leftist leaders in Europe not only opened their borders to mass illegal immigration. They all facilitated it as well.... but that just a coincidence, it has nothing to do with that …
Trudeau, Biden all the leftist leaders in Europe not only opened their borders to mass illegal immigration. They all facilitated it as well.... but that just a coincidence, it has nothing to do with that evil organization the WEF and their push for open borders , "you will own nothing and be happy" everyone will be equal poor besides the leftist elites like Trudeau, ect
Identity Attack0.06340405
Insult0.15236975
Profanity0.015932998
Threat0.0069905366
Severe Toxicity0.0032997131
Low Tox 0.20219094 Low Con 0.265
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Some have abused our good will. Liberals have made it better for corporations to hire immigrants as they only have to pay a portion and liberals forcing taxpayers to pay the rest for the cost …
Some have abused our good will. Liberals have made it better for corporations to hire immigrants as they only have to pay a portion and liberals forcing taxpayers to pay the rest for the cost up to 17-20$ an hr!!!! We have to bring like before people who contribute to society and can stand on two feet but we have too many munchers and now under liberals 14 years of power we have the rich who avoid taxes the poor who can’t afford taxes and the nee middle class who pays all the taxes to pay for the rest. Welcome to Canada under liberals alone.
Identity Attack0.06613251
Insult0.12159709
Profanity0.028093686
Threat0.008919456
Severe Toxicity0.0048828125
Low Tox 0.20219094 Moderate Con 0.492
Nov 19, 2025 18 likes Quebec Ends Economic Immigration Program …
Yes we need more immigrants due to our low birth rate but we should not be lowering our standards and import the world’s poor.
Yes we need more immigrants due to our low birth rate but we should not be lowering our standards and import the world’s poor.
Identity Attack0.14661247
Insult0.07396803
Profanity0.014225035
Threat0.007857903
Severe Toxicity0.004386902
Low Tox 0.20219094 Moderate Con 0.396 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Weed to fire and change some of these individuals who are in charge of canada immigration system
Weed to fire and change some of these individuals who are in charge of canada immigration system
Identity Attack0.062039822
Insult0.061801232
Profanity0.020100424
Threat0.13815513
Severe Toxicity0.0077056885
Low Tox 0.20219094 Low Con 0.122
Sep 29, 2025 IRCC Names India in Study …
Stop hiding rascim behind "if only they were more Canadian." The Italians and Irish did the same thing, and were shown the same or more hate than what Punjabis receive today. The history of NA …
Stop hiding rascim behind "if only they were more Canadian." The Italians and Irish did the same thing, and were shown the same or more hate than what Punjabis receive today. The history of NA is based in immigration. The visual difference is just something else you can point at.
Identity Attack0.19495805
Insult0.075868964
Profanity0.013473531
Threat0.006770459
Severe Toxicity0.0039863586
Low Tox 0.20219094 Constructive 0.598 Moral_Argument
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Not just the Immigration Minister is clueless and missing. It is ALL the liberal caucus and CBC that is clueless and missing. They are opening doing harm to Canada and Canadian citizens.
Not just the Immigration Minister is clueless and missing. It is ALL the liberal caucus and CBC that is clueless and missing. They are opening doing harm to Canada and Canadian citizens.
Identity Attack0.059311368
Insult0.11464815
Profanity0.012892825
Threat0.010964886
Severe Toxicity0.0037765503
Low Tox 0.20195828 Moderate Con 0.323 Policy_Critique
Feb 26, 2026 36 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
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 …
This is the Canadian govt’s fault for not making immigration stricter and allowing low tier Indians in. I’m not sure why they weren’t more selective in handing out visas cause their mishandling of immigration just …
This is the Canadian govt’s fault for not making immigration stricter and allowing low tier Indians in. I’m not sure why they weren’t more selective in handing out visas cause their mishandling of immigration just paints a bad picture of all Indian immigrants (even those who assimilate with the country and contribute strongly to the economy). The US at least keeps immigration under control and only allows mostly smart Indians in. The Indian demographic in the US achieved the highest average annual salaries and most have assimilated well. That’s proof the US carried out good immigration control.
Identity Attack0.23467018
Insult0.07745308
Profanity0.017162729
Threat0.0075083673
Severe Toxicity0.004463196
Low Tox 0.20172562 Constructive 0.665 Policy_Critique
Feb 12, 2026 Inside Canada's Indian Invasion...
You are an immigrant too.
You are an immigrant too.
Identity Attack0.16587129
Insult0.07872037
Profanity0.025497584
Threat0.0064144502
Severe Toxicity0.0050354004
Low Tox 0.20172562 Moderate Con 0.448 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
The comments give me hope. The tide is turning. It’s no longer “ racist” to be critical of the problems of mass immigration. The deportations is a good thing.
The comments give me hope. The tide is turning. It’s no longer “ racist” to be critical of the problems of mass immigration. The deportations is a good thing.
Identity Attack0.15731181
Insult0.057890166
Profanity0.019348921
Threat0.017674083
Severe Toxicity0.0059509277
Low Tox 0.20172562 Constructive 0.505 Identity_Assertion
Dec 30, 2025 Deportations From Canada at Their …
It’s not even a drop in the bucket. Canada is dead. I’m moving to Alberta before they leave and I have to immigrate there.
It’s not even a drop in the bucket. Canada is dead. I’m moving to Alberta before they leave and I have to immigrate there.
Identity Attack0.12208464
Insult0.0623257
Profanity0.022286616
Threat0.033386398
Severe Toxicity0.00541687
Low Tox 0.20172562 Moderate Con 0.323
Dec 29, 2025 Deportations From Canada at Their …
Saaar Canda is now number one greatest world superpower same like india thank to human trafficking scheme aka Canadian immigration system. Number one vehcular hamicide is no prablem saar
Saaar Canda is now number one greatest world superpower same like india thank to human trafficking scheme aka Canadian immigration system. Number one vehcular hamicide is no prablem saar
Identity Attack0.11396073
Insult0.056133457
Profanity0.017504321
Threat0.13448004
Severe Toxicity0.01302678
Low Tox 0.20172562 Low Con 0.209
Nov 15, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration without integration isn't really a bright idea... With all these ethnic enclaves, there really is no unity.
Immigration without integration isn't really a bright idea... With all these ethnic enclaves, there really is no unity.
Identity Attack0.18468912
Insult0.0573046
Profanity0.023174755
Threat0.008867673
Severe Toxicity0.0061035156
Low Tox 0.20172562 Moderate Con 0.388
Dec 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Immigration of any kind should be suspended for at least 1 year in order to fix the system and deal with the mess created by the Liberals over the last 11 years. Get the illegal …
Immigration of any kind should be suspended for at least 1 year in order to fix the system and deal with the mess created by the Liberals over the last 11 years. Get the illegal immigrants and foreign criminals collected and exported out of Canada. Process the people who are here legally and give our systems time to fix issues created by the Failed Liberal Immigration Policy.
Identity Attack0.16587129
Insult0.07903719
Profanity0.012926984
Threat0.01101667
Severe Toxicity0.004272461
Low Tox 0.20172562 Moderate Con 0.307 Policy_Critique
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Across both Alberta and British Columbia, when in a large center, it is quite easy to believe you are in India not Canada. Thanks Eastern Canada for continuing to elect Governments who in a desperate …
Across both Alberta and British Columbia, when in a large center, it is quite easy to believe you are in India not Canada. Thanks Eastern Canada for continuing to elect Governments who in a desperate attempt to hide their miserable economic performance have relied on immigration to falsely boost the numbers. Albertans want out.
Identity Attack0.099899694
Insult0.113185234
Profanity0.016172111
Threat0.006835188
Severe Toxicity0.0033187866
Low Tox 0.20149297 Moderate Con 0.486 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Some of their plans are not to assimilate but to over populate and dominate and transform Canada into the place they left. Some immigrants come with a plan to assimilate, and some come with plans …
Some of their plans are not to assimilate but to over populate and dominate and transform Canada into the place they left. Some immigrants come with a plan to assimilate, and some come with plans to annihilate a culture. Pray for our nation Canada.
Identity Attack0.19693321
Insult0.06494803
Profanity0.013985921
Threat0.024062606
Severe Toxicity0.0064849854
Low Tox 0.20149297 Moderate Con 0.416 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to …
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to the US and probably Canada definitely the UK. They get there and then expect the country to conform to them and their culture and that’s not right. People that move to different countries need to conform to that country and shouldn’t be allowed to be a citizen if they can’t speak, read and write that countries language proficiently.
Identity Attack0.1294935
Insult0.0818789
Profanity0.02433617
Threat0.00866054
Severe Toxicity0.005455017
Low Tox 0.20149297 Constructive 0.513 Fear_Threat
Feb 6, 2026 Inside Canada's Indian Invasion...
Well it's a misplaced hatred, it should be against Government, but they are calling immigrants. Government didn't even look at refugees criminal records.
Well it's a misplaced hatred, it should be against Government, but they are calling immigrants. Government didn't even look at refugees criminal records.
Identity Attack0.16159154
Insult0.06582214
Profanity0.019553876
Threat0.008065036
Severe Toxicity0.0036811829
Low Tox 0.20126031 Moderate Con 0.442
Aug 27, 2025 Why Canadians Are Turning Against …
We don’t have enough planes to send them away. The only right thing to do now is close the immigration from India. The more they grow, the harder for them to assimilate to the rest …
We don’t have enough planes to send them away. The only right thing to do now is close the immigration from India. The more they grow, the harder for them to assimilate to the rest of Canada.
Identity Attack0.23011416
Insult0.05027775
Profanity0.014498309
Threat0.015256803
Severe Toxicity0.0075531006
Low Tox 0.20126031 Moderate Con 0.301 Policy_Critique
Sep 20, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
If you don't want to be described as colonisers because "it's something that happened before you were born", Stop trying to claim that you "built this country".. because the people who built it? We're colonisers. …
If you don't want to be described as colonisers because "it's something that happened before you were born", Stop trying to claim that you "built this country".. because the people who built it? We're colonisers. Anything you mention that the immigrants are doing now? Can be said about European history doing to the native people. Nothing has changed. You're just on the other side of the fence. Welcome, you built the fence that surrounds us. Wait till they start putting you in designated areas, like you do to natives and their reservations.. to this very day. Best regards: a native American (Canadian).
Identity Attack0.10221587
Insult0.08508729
Profanity0.031641733
Threat0.011353259
Severe Toxicity0.0066375732
Low Tox 0.20126031 Constructive 0.663 Moral_Argument
Sep 12, 2025 Why Canadians Are Turning Against …
I’m from Canada originally, a big city on the west side, and growing up the mass migration became a huge issue. There were immigrants from Middle East establishing and taking over whole sections of the …
I’m from Canada originally, a big city on the west side, and growing up the mass migration became a huge issue. There were immigrants from Middle East establishing and taking over whole sections of the city with mosques, their food, shops. That would all be fine but the issue is the cultural mentality that was being imported. My high school was filled with young men. Some of them over 20 but attending my high school and hanging out with young girls. They would establish gangs and get into fights. There was multiple stabbings at that school. At the time I dated men from Pakistan for a while and they would throw trash on the ground out the window, have parties with young girls constantly, get into fights, street race, and just generally be belligerent.
Identity Attack0.23998553
Insult0.07967083
Profanity0.032894265
Threat0.02440793
Severe Toxicity0.008430481
Low Tox 0.20126031 Constructive 0.7 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
Australia’s huge immigration numbers are mainly Indians, dodgy agreement between our PM & Modi.
Australia’s huge immigration numbers are mainly Indians, dodgy agreement between our PM & Modi.
Identity Attack0.17925262
Insult0.07333439
Profanity0.022286616
Threat0.0072235605
Severe Toxicity0.0038719177
Low Tox 0.20126031 Low Con 0.256
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Free money, free housing, 50k interest free loans, all on the backs of taxpayers, no wonder ill be paying 500k plus in taxes this year. We need to deport people, if your on benefits as …
Free money, free housing, 50k interest free loans, all on the backs of taxpayers, no wonder ill be paying 500k plus in taxes this year. We need to deport people, if your on benefits as a immigrant for a year gone
Identity Attack0.12440576
Insult0.047349896
Profanity0.014874061
Threat0.027170537
Severe Toxicity0.0059127808
Low Tox 0.20126031 Moderate Con 0.484 Economic_Argument
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Canada and US are both immigrants countries 😂😂😂
Canada and US are both immigrants countries 😂😂😂
Identity Attack0.18468912
Insult0.06250052
Profanity0.021125201
Threat0.005948403
Severe Toxicity0.0046539307
Low Tox 0.20126031 Low Con 0.197 Comparative_Framing
Nov 20, 2025 Inside Canada's Indian Metropolis (Brampton)
They need to end immigration from non-European countries. Look at what is happening across Europe, in countries like Sweden. It's an insane experiment that should have never taken place.
They need to end immigration from non-European countries. Look at what is happening across Europe, in countries like Sweden. It's an insane experiment that should have never taken place.
Identity Attack0.1444726
Insult0.0670459
Profanity0.024951037
Threat0.011068452
Severe Toxicity0.0044059753
Low Tox 0.20126031 Moderate Con 0.382 Policy_Critique
Oct 2, 2025 10 likes IRCC Names India in Study …

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.