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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: "It becomes more and more …" 606 comments · Page 4 of 25
Where were your folks who built this country when the native people were being silently murdered by your own? You say your grandparents helped build this country. No. Your grandparents allows this country to become …
Where were your folks who built this country when the native people were being silently murdered by your own? You say your grandparents helped build this country. No. Your grandparents allows this country to become destroyed! Now that it’s happening to you, now you wanna to say something about it? Get fucking real! Maybe it’s time for you to go back and let the native people rebuild. Before it’s too late! Period
Identity Attack0.28034934
Insult0.40975618
Profanity0.4819111
Threat0.13815513
Severe Toxicity0.12282934
Moderate 0.52272606 Moderate Con 0.388
Aug 26, 2025 Why Canadians Are Turning Against …
I agree that this is crazy and I don't want Canada to become India, but that guy saying that Africans have a lower intelligence level is CRAZY behaviour.
I agree that this is crazy and I don't want Canada to become India, but that guy saying that Africans have a lower intelligence level is CRAZY behaviour.
Identity Attack0.4774257
Insult0.5239335
Profanity0.14490221
Threat0.008013252
Severe Toxicity0.023076924
Moderate 0.52272606 Constructive 0.537 Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, …
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, and knowing that they will vote for them the same as the Democrats in the United States did that’s the plan. Do you remember when Trudeau said , the immigrants are more Canadian than you are because you take for granted your Canadian ship and that they are the true Canadians not us votes in the bag. Liberals have one how many times we’re doomed. We don’t live in Canada anymore. We live in, CANASTAN AND ALL AMERICAN CANADIENS ARE THE DUMBEST DECEPTION IS IN THE BRAIN. THEY DON’T EVEN REALIZE WHERE ALL AMERICANS LIVING IN NORTH AMERICA MAY THE TRUTH SET YOU FREE LOOK IN THE MIRROR IF YOU BECOME WHAT YOU HATE????
Identity Attack0.36702603
Insult0.57787937
Profanity0.25001678
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.52272606 Moderate Con 0.344 Insult Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
CRIMINALS FROM INDIA ARE ALL OVER THE PLACE AND THESE PEOPLE WILL STOP AT NOTHING WHEN IT COMES TO CRIME . THEY TRIVE ON CRIMINAL ACTIVITY CAUSE THE LAWS PROTECT THEM MORE THAN TRUE CANADIANS …
CRIMINALS FROM INDIA ARE ALL OVER THE PLACE AND THESE PEOPLE WILL STOP AT NOTHING WHEN IT COMES TO CRIME . THEY TRIVE ON CRIMINAL ACTIVITY CAUSE THE LAWS PROTECT THEM MORE THAN TRUE CANADIANS . CANADA HAS BECOME A HAVE FOR CRIMINALS AS TRUMP POINTED OUT ' PROTECT OUR BORDERS AND KEEP THESE DRUG LORDS OUT . TRUMP WAS RIGHT ABOUT THE DRUGS PRODUCED IN CANADA WITH THE PRE CURSERS COMING FROM CHINA . BC IS HOME .
Identity Attack0.5135796
Insult0.5101222
Profanity0.20016506
Threat0.02855184
Severe Toxicity0.035007052
Moderate 0.51980776 Moderate Con 0.415 Identity Attack Insult Unverified_Claim
Oct 1, 2025 2 likes IRCC Names India in Study …
Entire Canada is Brampton now. Absolutely disgusting cultural suicide this country has committed. There is no more multiculturalism, now it's becoming INDIA. Nothing against Indian people, but ENOUGH IS ENOUGH. Oh and I am an …
Entire Canada is Brampton now. Absolutely disgusting cultural suicide this country has committed. There is no more multiculturalism, now it's becoming INDIA. Nothing against Indian people, but ENOUGH IS ENOUGH. Oh and I am an immigrant too, so stick your "racism" and other comments up your rear.
Identity Attack0.4508763
Insult0.4962726
Profanity0.09001675
Threat0.20544581
Severe Toxicity0.023270357
Moderate 0.51980776 Moderate Con 0.418 Identity_Assertion
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
No more Indians. They are not becoming Canadian. They are effectively colonizers.
No more Indians. They are not becoming Canadian. They are effectively colonizers.
Identity Attack0.6007182
Insult0.38406035
Profanity0.085167445
Threat0.024580594
Severe Toxicity0.043077253
Moderate 0.5140397 Low Con 0.163 Identity Attack
Sep 7, 2025 Why Canadians Are Turning Against …
Wait & see when the "White" Citizens stop cleaning up after these people... It will become like their homelands. FILTH EVERYWHERE.
Wait & see when the "White" Citizens stop cleaning up after these people... It will become like their homelands. FILTH EVERYWHERE.
Identity Attack0.5504064
Insult0.46327567
Profanity0.17987521
Threat0.025098583
Severe Toxicity0.024678862
Moderate 0.5140397 Low Con 0.165 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
the hate divisional crap needs to stoo canada has become a multiculutral place but theindogenousppl deserve respect complletely it is infact still there land which few realize but it is ...they nver agreed to f …
the hate divisional crap needs to stoo canada has become a multiculutral place but theindogenousppl deserve respect complletely it is infact still there land which few realize but it is ...they nver agreed to f give up there lands and those that signed things didnt know the language so thus it ant be legaly held up ....because to have a s document declared legal you must know and underttsnd its contents ....if you dont know alanguage you dontknow the content ...
Identity Attack0.17847598
Insult0.5101222
Profanity0.39409557
Threat0.009955117
Severe Toxicity0.023223408
Moderate 0.509388 Constructive 0.619 Insult
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Our country has officially become a landing pad. The logic is a joke: ignore our own people and bring in planeloads of Indians to staff Tim Hortons instead of paying a living wage. We’ve become …
Our country has officially become a landing pad. The logic is a joke: ignore our own people and bring in planeloads of Indians to staff Tim Hortons instead of paying a living wage. We’ve become a pathetic shell of a country where the 'New Dream' is 12 Indians crammed in a one-bedroom apartment in their bare feet with not a single deodorant stick between the twelve of em’ just to keep low-wage franchises running. 💩
Identity Attack0.46028158
Insult0.5130944
Profanity0.23083201
Threat0.020954676
Severe Toxicity0.023129508
Moderate 0.509388 Moderate Con 0.32 Insult Fear_Threat
Feb 28, 2026 4 likes Inside Canada's Indian Invasion...
Canada becomes the "NEW MODER SLAVERY" thank you to the liberal government, does protect corporations and enslave the workers!! This is not Canada anymore, it is New India! Yes Indians do not want to integrate …
Canada becomes the "NEW MODER SLAVERY" thank you to the liberal government, does protect corporations and enslave the workers!! This is not Canada anymore, it is New India! Yes Indians do not want to integrate in Canada, just want to integrate India in Canada! 👎🖕👎
Identity Attack0.5498214
Insult0.46173862
Profanity0.11168506
Threat0.011456826
Severe Toxicity0.024631912
Moderate 0.509388 Low Con 0.29 Identity Attack Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
You know who hates Indians the most? Other Indians. 100% honest truth, I worked with many Indian dentist and they blatantly said straight up "we want a white receptionist and assistant" then they offered me …
You know who hates Indians the most? Other Indians. 100% honest truth, I worked with many Indian dentist and they blatantly said straight up "we want a white receptionist and assistant" then they offered me $8 over my asking wage. I don't mind Indians at all. They are hard working people and don't usually create problems. The Somalis are horrible. They have ZERO etiquette, manners and a complete disregard for anyone but themselves. I moved cities to get away from them because they have like 8-10 kids. They all just make kids for child benefit money and sit at home on welfare. They are ALL on welfare. Those on ODSP work under the table while on a disability benefit. The government is dumb as hell for bringing so many. Nice cities have become shit holes because they're dirty and don't care about their communities. They're just awful.
Identity Attack0.55044734
Insult0.44464502
Profanity0.3194067
Threat0.051391184
Severe Toxicity0.16960317
Moderate 0.5024724 Constructive 0.654 Identity Attack Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Parallel societies destroyed Canada. If you import the 3rd world become the 3rd world. Indian scammers deported all white people living India for being white.
Parallel societies destroyed Canada. If you import the 3rd world become the 3rd world. Indian scammers deported all white people living India for being white.
Identity Attack0.57554024
Insult0.40243408
Profanity0.13697
Threat0.038220957
Severe Toxicity0.023076924
Moderate 0.49139655 Low Con 0.248 Identity Attack Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
As an legal imigrant from 1999 this country has become a dump... these people ruined this country
As an legal imigrant from 1999 this country has become a dump... these people ruined this country
Identity Attack0.42615733
Insult0.5101222
Profanity0.174273
Threat0.011120236
Severe Toxicity0.023076924
Moderate 0.4850187 Moderate Con 0.401 Insult Personal_Narrative
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You can call me racist if you want.I don't really care.\\nI've lived in brampton, my whole life still do I'm 35 years old.\\nBrampton changed the boat fifteen twenty years Ago Not just brampton , but …
You can call me racist if you want.I don't really care.\\nI've lived in brampton, my whole life still do I'm 35 years old.\\nBrampton changed the boat fifteen twenty years Ago Not just brampton , but all of ontario , Pretty much all of canada And it's not all immigrants, it's mostly the Indian immigrants that I ruining this country.They come here and try to change our laws and our way of life and try to make it more like it Is in India?If you want it to be like India here, so bad, go back home.We are not a free country anymore.\\nAnd it's sad that our government will Rather change Our country to benefit immigrants, but not the people that actually from the country.\\nI love canada , but at this point i'm down to become the fifty first state
Identity Attack0.50515443
Insult0.40243408
Profanity0.27747265
Threat0.059796512
Severe Toxicity0.12546301
Moderate 0.4850187 Constructive 0.536 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Funny to hear Sikhism is for others, weird thing is, you only hear that when they are immigrants, in their homeland they are not inclusive, hence, these are parasites that leech and destroy the host. …
Funny to hear Sikhism is for others, weird thing is, you only hear that when they are immigrants, in their homeland they are not inclusive, hence, these are parasites that leech and destroy the host. Canadians are nice people whos kindness are being taken advantage of, but in a few years the real Canadians will become aboriginals.
Identity Attack0.4907465
Insult0.5130944
Profanity0.10735235
Threat0.012130005
Severe Toxicity0.023076924
Moderate 0.4850187 Moderate Con 0.412 Insult
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This is definitely the SA capital of the country. Plenty of gang draping, no taxes and its slowy becoming the epicenter of trash and filth in the western world.
This is definitely the SA capital of the country. Plenty of gang draping, no taxes and its slowy becoming the epicenter of trash and filth in the western world.
Identity Attack0.20088354
Insult0.5130944
Profanity0.10611444
Threat0.008129764
Severe Toxicity0.016577384
Moderate 0.4838166 Moderate Con 0.315 Insult Fear_Threat
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians have become the pigeons of Canada.
Indians have become the pigeons of Canada.
Identity Attack0.55044734
Insult0.46923602
Profanity0.16822512
Threat0.012233571
Severe Toxicity0.02402156
Moderate 0.4826145 Low Con 0.213 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Indians have no tolerance for their own minorities. Their religion and DNA is racist and caste based. Muslims and Christians are treated as untouchables. Even low caste Hindus are maltreated and considered unclean like minorities. …
Indians have no tolerance for their own minorities. Their religion and DNA is racist and caste based. Muslims and Christians are treated as untouchables. Even low caste Hindus are maltreated and considered unclean like minorities. Just imagine Canada becoming a caste society. Canada is ruined.
Identity Attack0.57150364
Insult0.40243408
Profanity0.07514556
Threat0.013528148
Severe Toxicity0.023364257
Moderate 0.4826145 Moderate Con 0.346 Identity Attack
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
I Don’t want Mexico to become like Canada all white Canadians coming to Mexico and act like they are not racists. Stay in Canada or go back to Europe!
I Don’t want Mexico to become like Canada all white Canadians coming to Mexico and act like they are not racists. Stay in Canada or go back to Europe!
Identity Attack0.5548181
Insult0.35333878
Profanity0.08290444
Threat0.010628296
Severe Toxicity0.023152983
Moderate 0.48141238 Moderate Con 0.301 Identity Attack Identity_Assertion
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
That's what india do they monopolize the country to be Indian also the employment they monopolize all the job from janitor to managerial position that's what ived seen and experience also in middle east. They …
That's what india do they monopolize the country to be Indian also the employment they monopolize all the job from janitor to managerial position that's what ived seen and experience also in middle east. They monopololized if the Indian become manager on the job the try to kick your ass out of your job to replaced Indian national
Identity Attack0.43256098
Insult0.36798462
Profanity0.46460027
Threat0.1319513
Severe Toxicity0.072789766
Moderate 0.48021027 Constructive 0.588
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Omg and you think they're being honest. What in the world has happened to this country? No wonder it's becoming so awful here in the last five years. We're a laughing stock. This is just …
Omg and you think they're being honest. What in the world has happened to this country? No wonder it's becoming so awful here in the last five years. We're a laughing stock. This is just disgusting.
Identity Attack0.11396073
Insult0.5129801
Profanity0.17803068
Threat0.008168601
Severe Toxicity0.016319158
Moderate 0.47900817 Moderate Con 0.427 Insult
Nov 28, 2025 1 likes Thousands of refugees allowed into …
I complain sometimes about driving in Montreal but I was driving around the GTA last month and holy s***t it's bonkers. It really has become some third world type shit in certain areas over there. …
I complain sometimes about driving in Montreal but I was driving around the GTA last month and holy s***t it's bonkers. It really has become some third world type shit in certain areas over there. In general there's things to complain about in Montreal to be sure - including on the immigration front - but IMO we're far better off than all the other big Canadian cities. You can't really get by in Québec city if you don't speak French but if you want to be in a Canadian city and avoid all _this_ kind of stuff then Québec city is the real ticket.
Identity Attack0.2831485
Insult0.42567953
Profanity0.5365423
Threat0.0113014765
Severe Toxicity0.0475607
Moderate 0.47886392 Constructive 0.743 Comparative_Framing
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
LOVE THE WHITE GUY ON THE BIKE HONEST ABOUT WHY WE HAVE BECOME RACIST!!!! 😂😂😂😂 ALL TRUE!!!👌🏻👌🏻
LOVE THE WHITE GUY ON THE BIKE HONEST ABOUT WHY WE HAVE BECOME RACIST!!!! 😂😂😂😂 ALL TRUE!!!👌🏻👌🏻
Identity Attack0.48915586
Insult0.25007802
Profanity0.17566866
Threat0.030623792
Severe Toxicity0.029626917
Moderate 0.47886392 Moderate Con 0.314 Identity_Assertion
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
As an American i feel as though Canada is becoming a liability to us and i hope we stop dealing with them one day or just take it away from them because obviously they don't …
As an American i feel as though Canada is becoming a liability to us and i hope we stop dealing with them one day or just take it away from them because obviously they don't know how to run a country anymore!..Have some pride Canada WTF!🖕🏻🇺🇲☝🏻
Identity Attack0.28034934
Insult0.44802538
Profanity0.42990944
Threat0.024753258
Severe Toxicity0.023880709
Moderate 0.47886392 Moderate Con 0.338
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
my family has been in a Canada for over 200 years, we feel like we woke up in a different country, were considering leaving i never wanted to live in india and never will, we …
my family has been in a Canada for over 200 years, we feel like we woke up in a different country, were considering leaving i never wanted to live in india and never will, we are second class citizens in our country and its sad, I hate what Canada has become I hate liberals, and i hate immigration
Identity Attack0.5135796
Insult0.36798462
Profanity0.119731516
Threat0.013321015
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.569 Identity Attack Identity_Assertion
Aug 3, 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.