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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: "This is how a world …" 1,032 comments · Page 23 of 42
Why does migrants quit their countrys, are they manage by some financial groups to invade caneda. Is that a glitch in the matrix? Why so many foreigner comes from english colonies? Why tim horton are …
Why does migrants quit their countrys, are they manage by some financial groups to invade caneda. Is that a glitch in the matrix? Why so many foreigner comes from english colonies? Why tim horton are now operate by foreigners? Why caneda is the biggest scam in the world?
Identity Attack0.26663736
Insult0.16195811
Profanity0.021125201
Threat0.0072882893
Severe Toxicity0.0048446655
Low Tox 0.2786282 Low Con 0.232 Unverified_Claim
Sep 26, 2025 1 likes Why Canadians Are Turning Against …
Why there are 2.9 million temporary visas from the first place ??!!! May I understand??!! Is this type to scam third world students ??!!!
Why there are 2.9 million temporary visas from the first place ??!!! May I understand??!! Is this type to scam third world students ??!!!
Identity Attack0.14019285
Insult0.15982662
Profanity0.066963166
Threat0.010757755
Severe Toxicity0.006904602
Low Tox 0.27750343 Low Con 0.266
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Legal or illegal, inmigration from 3rd world countries is a bad idea
Legal or illegal, inmigration from 3rd world countries is a bad idea
Identity Attack0.28034934
Insult0.071116626
Profanity0.050429728
Threat0.008815889
Severe Toxicity0.008430481
Low Tox 0.2763787 Low Con 0.209 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am an immigrant,I never abused the system, never took what was not mine, I worked hard and I am nurse, I waited four years to purchase my dream car and 2 months in, the …
I am an immigrant,I never abused the system, never took what was not mine, I worked hard and I am nurse, I waited four years to purchase my dream car and 2 months in, the person who don’t use road codes or stop light hit my car! I worked hard and I am kind and respectful…. People who steal DAILY gets a slap on their wrist and gets their Canadian citizenship right away. I don’t eat or drink and place my cup on store shelves with clothes that other people are about to purchase. Canada is not safe anymore! All the jobs are going to a set of immigrants who acts like pigs! Driving in the dowtown area, u have to keep your foot on the break because there WILL be about 20 bikes that will ride in front of your car without notice . I work so hard and sometimes it’s so overwhelming, the last time this got to me…. I had to go and take a little vacation…. No I could not afford it but it’s better than getting stressed out because Canada is becoming a 3rd world country!!! There are HONEST people who work so hard and cannot afford anything , not even their rent! WE ARE FED UP, it is not the older immigrants, it is the new ones that are destroying the country and turning it into trash!
Identity Attack0.09741807
Insult0.15698463
Profanity0.060951006
Threat0.2330281
Severe Toxicity0.016383713
Low Tox 0.27525392 Constructive 0.691
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
Typical Liberal, no clue to the real world. Blinks needs to go.
Typical Liberal, no clue to the real world. Blinks needs to go.
Identity Attack0.10221587
Insult0.24171697
Profanity0.020100424
Threat0.009385503
Severe Toxicity0.0049591064
Low Tox 0.27525392 Low Con 0.143 Policy_Critique
Feb 26, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada and Quebec owes nothing to 3rd world immigrants
Canada and Quebec owes nothing to 3rd world immigrants
Identity Attack0.28883415
Insult0.0818789
Profanity0.02522431
Threat0.0071588317
Severe Toxicity0.0075149536
Low Tox 0.27412915 Low Con 0.129
Nov 21, 2025 119 likes Quebec Ends Economic Immigration Program …
WEF Globalist Indoctrinated Liberal Politicians opening the passive fascist leftism flood gates in the form of so called inclusion Policies and in turn fraudulently changing the process of immigration to cater to cheap labor , …
WEF Globalist Indoctrinated Liberal Politicians opening the passive fascist leftism flood gates in the form of so called inclusion Policies and in turn fraudulently changing the process of immigration to cater to cheap labor , economic exploitation, and foremost to expand the votes for the Liberal and NDP Parties with out first making sure there is infrastructure to support such expansion whether it be housing , health care , or employment .but no instead Canadians are being overtaxed and displaced to cater to all these unfettered political migrants who have not earned the right to come to Canada . they are all being used to disrupt our countries culture and values ??? add to it all the new lax criminal laws , and harm reduction enabling hard drug profiteering and the very no consented public LGBT alphabet queer theory being shoved down everyone's throats trough distorted and immoral laws an policy changes perpetrated by a corrupt self serving group of liberal politicians and the result is what is now unfolding not just in Canada but everywhere the WEF an WHO have pushed their globalist political agendas !. it is all very sad seeing the world i grew up in being slowly destroyed by those evil greedy people that are stealing any decent future or quality of life away from the next generations of Canadians .🙁
Identity Attack0.10221587
Insult0.24630153
Profanity0.03715288
Threat0.008427517
Severe Toxicity0.0077438354
Low Tox 0.27412915 Moderate Con 0.48
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
It's karma. Europeans invaded and colonized mostly every country and island in this world, now they have the nerve to complain. I love how karma has its way of getting back what your ancestors took …
It's karma. Europeans invaded and colonized mostly every country and island in this world, now they have the nerve to complain. I love how karma has its way of getting back what your ancestors took away from most.😂
Identity Attack0.23998553
Insult0.0836065
Profanity0.06295506
Threat0.0138755
Severe Toxicity0.011367798
Low Tox 0.27412915 Moderate Con 0.398 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
calling America the greatest country in the world is insanee. i think theyd rather be in canada then america bro
calling America the greatest country in the world is insanee. i think theyd rather be in canada then america bro
Identity Attack0.15303208
Insult0.1823172
Profanity0.049177196
Threat0.0071588317
Severe Toxicity0.004673004
Low Tox 0.27236435 Low Con 0.267 Comparative_Framing
Feb 4, 2026 4 likes Inside Canada's Indian Invasion...
Third world incomming....
Third world incomming....
Identity Attack0.2700233
Insult0.1087965
Profanity0.01887069
Threat0.0065050707
Severe Toxicity0.008239746
Low Tox 0.27047762 Low Con 0.226
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's all by design, designed to destroy the country, destroy European cultures and create a dependent class, so, they can implement one world government.
It's all by design, designed to destroy the country, destroy European cultures and create a dependent class, so, they can implement one world government.
Identity Attack0.18002926
Insult0.06424874
Profanity0.06345607
Threat0.13329996
Severe Toxicity0.01159668
Low Tox 0.26859093 Low Con 0.186
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Canada needs immigration. The country needs at least 300 k new immigrants per year so that the economy grows. But diversity needs to be assured. Stop bringing Indians. There are well educated people from everywhere …
Canada needs immigration. The country needs at least 300 k new immigrants per year so that the economy grows. But diversity needs to be assured. Stop bringing Indians. There are well educated people from everywhere in the world waiting in the queue of express entry visa. Use them.
Identity Attack0.30256465
Insult0.08533409
Profanity0.01846078
Threat0.009385503
Severe Toxicity0.008430481
Low Tox 0.26859093 Constructive 0.55
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Notice how they r all from Punjab & hardly from anywhere else in India, btw Pakistan also has the other half of Punjab...these r people with agenda or agendas... Justin Trudeau cozyed up to these …
Notice how they r all from Punjab & hardly from anywhere else in India, btw Pakistan also has the other half of Punjab...these r people with agenda or agendas... Justin Trudeau cozyed up to these "khalistani" who want to create their own nation khalistan in India or maybe Canada...god alone knows, his father also cozyed up to them which led to the hijacking of Air India flight 423 forced to land in Lahore Pakistan instead of Amritsar India. Air India Flight 182 was a scheduled international flight from Toronto Pearson International Airport (as Air India Flight 181) to Sahar International Airport with regular Mirabel-London-Delhi stops. On the morning of June 23, 1985, the Boeing 747-237B[note 1] serving the route exploded near the coast of Ireland from a bomb planted by Sikh terrorists.[1][2][3] All 329 people on board were killed including 268 Canadian citizens, 27 British citizens, and 22 Indian citizens.[4] The bombing of Air India Flight 182 is the worst terrorist attack in Canadian history and was the world's deadliest act of aviation terrorism until the September 11 attacks in 2001. It remains the deadliest aviation incident in the history of Air India, and the deadliest no-survivor hull loss of a single Boeing 747 (from Wikipedia) The Sikhs shouldn't be mistaken for khalistanis, the khalistanis r a splinter group led by radicals who indoctrinate young sikh towards their khalistani believes & r supported, funded & controlled to some extent by the ISI of Pakistan. Edit: the Canadian government & other officials should take strict actions against any illegal immigrants & monitor the activities of these "khalistanis" because they seem to be gathering strength...sooner or later this will come back to bite Canada in the rear end...
Identity Attack0.27875587
Insult0.1711343
Profanity0.04742365
Threat0.019055385
Severe Toxicity0.012962224
Low Tox 0.26859093 Constructive 0.524 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Popcorn 🍿, time to see Canadians raise up, cbsa has to do better, liberals think they can starve them out of Canadian but what they dint understand these ppl are from 3rd world countries and …
Popcorn 🍿, time to see Canadians raise up, cbsa has to do better, liberals think they can starve them out of Canadian but what they dint understand these ppl are from 3rd world countries and hardy like weeds, they will hide or rent out condo apartments and change address to shake off cbsa raids
Identity Attack0.26833034
Insult0.15911613
Profanity0.020851927
Threat0.028379176
Severe Toxicity0.0090789795
Low Tox 0.2667042 Moderate Con 0.387 Fear_Threat
Jan 15, 2026 2.9 million Canadian temporary visas …
The other reason we are letting them in is that our government thinks they are the saviours of the world; they stand up all over the world and shake their fingers at other countries screaming …
The other reason we are letting them in is that our government thinks they are the saviours of the world; they stand up all over the world and shake their fingers at other countries screaming gender equality (but don't mention the rapes in women’s prisons by men who claim to be women). All our government does is virtue signal.
Identity Attack0.17303948
Insult0.0813853
Profanity0.06295506
Threat0.037530303
Severe Toxicity0.009613037
Low Tox 0.2648175 Moderate Con 0.367 Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Gangs are taking over other countries and dictating their own rules. This is happening all over the world. They want to destroy countries from within, exterminating the indigenous population. They're not coming to live with …
Gangs are taking over other countries and dictating their own rules. This is happening all over the world. They want to destroy countries from within, exterminating the indigenous population. They're not coming to live with us, but in our place.
Identity Attack0.15517195
Insult0.075868964
Profanity0.030639706
Threat0.13815513
Severe Toxicity0.010147095
Low Tox 0.26293078 Moderate Con 0.458 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
People wake up This Is How They will start the World War III
People wake up This Is How They will start the World War III
Identity Attack0.056582913
Insult0.028061481
Profanity0.056441884
Threat0.1575099
Severe Toxicity0.01644827
Low Tox 0.26293078 Low Con 0.101 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
people who have not lived in India a day in their lives or atleast in a decade commenting on the political state of India is so absurd. India is known as the largest functional democracy …
people who have not lived in India a day in their lives or atleast in a decade commenting on the political state of India is so absurd. India is known as the largest functional democracy in the world for a reason.
Identity Attack0.17381613
Insult0.19500497
Profanity0.04642162
Threat0.008155655
Severe Toxicity0.0059127808
Low Tox 0.26293078 Moderate Con 0.44 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The common street interviews of people who have never thought about anything but their own small world. No insight racist intention video.
The common street interviews of people who have never thought about anything but their own small world. No insight racist intention video.
Identity Attack0.10221587
Insult0.16839184
Profanity0.021740068
Threat0.0074436385
Severe Toxicity0.0051116943
Low Tox 0.26104406 Low Con 0.132
Jan 11, 2026 Inside Canada's Indian Metropolis (Brampton)
Having Justin Trudeau occupy the Top Job in Canada as PM was a mistake. Making him PM given his limited intellectual abilities didn't do Canada any favors really. His woke ideals simply aren't based in …
Having Justin Trudeau occupy the Top Job in Canada as PM was a mistake. Making him PM given his limited intellectual abilities didn't do Canada any favors really. His woke ideals simply aren't based in the realities in thinking that we'll all just get along. The past immigration policies filtered out those that weren't acceptable or weren't bringing anything worthwhile to Canada. What Trudeau did was allow third world countries to unload their undesirable citizens into Canada, ppl that have no idea of what it means to come to a new land and integrate and be a part of something good. Trudeau did not think this through at all.
Identity Attack0.089973204
Insult0.24903896
Profanity0.021740068
Threat0.007534259
Severe Toxicity0.005455017
Low Tox 0.25915736 Constructive 0.555 Policy_Critique
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
People are sick of watching our version of civilization degraded to meet third world standards.
People are sick of watching our version of civilization degraded to meet third world standards.
Identity Attack0.11976352
Insult0.15769513
Profanity0.070942834
Threat0.008026198
Severe Toxicity0.0052261353
Low Tox 0.25727063 Low Con 0.222
Aug 25, 2025 Why Canadians Are Turning Against …
At this point, I'm over every culture. We have been conditioned in the West to think that we have no culture, we need to embrace, worship, and accept everyone else's culture. Really over it. We …
At this point, I'm over every culture. We have been conditioned in the West to think that we have no culture, we need to embrace, worship, and accept everyone else's culture. Really over it. We have built a beautiful way of life in the western world and we should work harder to preserve it. I've been to India. Although I like most Indians that come to our part of the world, WE DO NOT WANT OUR COUNTRY TURNING INTO INDIA (or any other country/culture for that matter). Assimilate, get with the program, or GTFO. Enough is enough. Americans, Canadians, Europeans..stand up for your country and culture before it is completely erased. If we decided to move to any of these third world countries and pull the same crap, locals would be up in arms.
Identity Attack0.2816105
Insult0.075868964
Profanity0.08322773
Threat0.011715741
Severe Toxicity0.014511578
Low Tox 0.25462922 Constructive 0.685 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Import the third world, become the third world.
Import the third world, become the third world.
Identity Attack0.17614605
Insult0.05144889
Profanity0.023174755
Threat0.012958534
Severe Toxicity0.010604858
Low Tox 0.25462922 Low Con 0.107 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
This is absolutely racial discrimination. There are many Chinese, Jewish and Japanese communities in the world. You completely ignore these communities.
This is absolutely racial discrimination. There are many Chinese, Jewish and Japanese communities in the world. You completely ignore these communities.
Identity Attack0.2764353
Insult0.071116626
Profanity0.055940874
Threat0.008841781
Severe Toxicity0.007133484
Low Tox 0.25462922 Moderate Con 0.461
Jan 27, 2026 Inside Canada's Indian Invasion...
Elect globalists become the third world.
Elect globalists become the third world.
Identity Attack0.1035157
Insult0.123407245
Profanity0.026317406
Threat0.009359611
Severe Toxicity0.0059890747
Low Tox 0.25462922 Low Con 0.075 Fear_Threat
Jan 26, 2026 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.