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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: "We are with you, Canada." 6,088 comments · Page 190 of 244
Canada "DOOM" 😮
Canada "DOOM" 😮
Identity Attack0.021987455
Insult0.035333443
Profanity0.021945024
Threat0.007249452
Severe Toxicity0.005302429
Low Tox 0.07291982 Low Con 0.192 Fear_Threat
Nov 22, 2025 Inside Canada's Indian Metropolis (Brampton)
It didn’t divide the country. Canadians don’t want immigration. The people protesting are immigrants. They are not Canadians, so they don’t get to decide what Canada should do. It’s pretty simple.
It didn’t divide the country. Canadians don’t want immigration. The people protesting are immigrants. They are not Canadians, so they don’t get to decide what Canada should do. It’s pretty simple.
Identity Attack0.060675595
Insult0.0198058
Profanity0.010433359
Threat0.0061878995
Severe Toxicity0.0014877319
Low Tox 0.07291982 Moderate Con 0.456 Identity_Assertion
Feb 13, 2026 2 likes Canada's tighter immigration policy divides …
The name should tell these people everything. It was TEMPORARY, it ended, time to go home. Canada owes them nothing. Why is that so hard to understand and why these immigration lawyers have a problem …
The name should tell these people everything. It was TEMPORARY, it ended, time to go home. Canada owes them nothing. Why is that so hard to understand and why these immigration lawyers have a problem following the law?
Identity Attack0.030433474
Insult0.024640027
Profanity0.010894509
Threat0.0067316215
Severe Toxicity0.0016403198
Low Tox 0.07291982 Moderate Con 0.312 Policy_Critique
Jan 15, 2026 5 likes 2.9 million Canadian temporary visas …
I’m from a rural northern Alberta town with a population of less than 3000 people and the Indian demographic has probably doubled our population. The immigration of primarily Indian “temporary” immigrants is not isolated to …
I’m from a rural northern Alberta town with a population of less than 3000 people and the Indian demographic has probably doubled our population. The immigration of primarily Indian “temporary” immigrants is not isolated to western Canada or to large cities. Most are here on student visas but are also somehow business owners / owner operators and have since invited large families to relocate here. It has complete changed the culture of the town. Also, Alberta has one major highway from north to south and the amount of semi truck crashes along our highway and dangerous goods routes have probably quadrupled. :(
Identity Attack0.057492398
Insult0.023221988
Profanity0.015181494
Threat0.006589218
Severe Toxicity0.002117157
Low Tox 0.07291982 Constructive 0.736 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Substitute Canada for Australia in the title of this video
Substitute Canada for Australia in the title of this video
Identity Attack0.050671257
Insult0.01767874
Profanity0.015386449
Threat0.009048914
Severe Toxicity0.002937317
Low Tox 0.07291982 Low Con 0.185 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Time to get out. Thank you Canada you have been good while you lasted.
Time to get out. Thank you Canada you have been good while you lasted.
Identity Attack0.021786476
Insult0.020772645
Profanity0.011184863
Threat0.011146127
Severe Toxicity0.0024414062
Low Tox 0.07212844 Moderate Con 0.404 Personal_Narrative
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Canada should change again. Canada needs ICE. So many people don't belong here.
Canada should change again. Canada needs ICE. So many people don't belong here.
Identity Attack0.028886627
Insult0.023093075
Profanity0.010433359
Threat0.007974415
Severe Toxicity0.0018501282
Low Tox 0.07212844 Low Con 0.289 Call_To_Action
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
45+ million Idians live outside India. Canada is not the only country attract Indians. The EU has just done an Indian migration deal - against trade.
45+ million Idians live outside India. Canada is not the only country attract Indians. The EU has just done an Indian migration deal - against trade.
Identity Attack0.084182754
Insult0.017292
Profanity0.011406898
Threat0.0067186756
Severe Toxicity0.0015258789
Low Tox 0.07212844 Constructive 0.522 Comparative_Framing
Feb 6, 2026 Inside Canada's Indian Invasion...
Look at these statistics. They are down right disturbing... You can search for the document called foreign born populations in Canadian and American cities. Rebel News posted it But here are some examples. Brampton Ontario …
Look at these statistics. They are down right disturbing... You can search for the document called foreign born populations in Canadian and American cities. Rebel News posted it But here are some examples. Brampton Ontario 59.1% foreign born Mississauga Ontario 57% Foreign Born Toronto Ontario 51.9% foreign born Surrey BC 50.8% Foreign born Vancouver BC 48.8% Foreign Born Montreal QC 40.9% Foreign Born Calgary Alberta 35.4% foreign born Edmonton Alberta 34.9% foreign born So if you feel you’re a visible minority in your own nation Canada it’s not just a feeling, you really are. Quote Trudeau 2017 on his explanation why there are wide open borders The very concept of a nation founded by European Settlers is offensive to me. Old white stock Canadians are an unpleasant relic, and quite frankly replaceable. And we will replace them. End Quote
Identity Attack0.033269364
Insult0.024897853
Profanity0.015215653
Threat0.007301235
Severe Toxicity0.0020503998
Low Tox 0.07212844 Constructive 0.629 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
No matter. Alberta will most likely leave Canada. The laurentian elite between Toronto and Montreal seriously need to be educated that they are no longer in charge!
No matter. Alberta will most likely leave Canada. The laurentian elite between Toronto and Montreal seriously need to be educated that they are no longer in charge!
Identity Attack0.016360072
Insult0.029934563
Profanity0.011902207
Threat0.007353018
Severe Toxicity0.0015640259
Low Tox 0.07212844 Low Con 0.173 Identity_Assertion
Feb 22, 2026 LILLEY UNLEASHED: The fall of …
Love Michelle and hope she will be incharge of Canadas immigration some day. Its heartbreaking to see Canada's decline and inaction from liberals. They need future voters because big boomer base wont last
Love Michelle and hope she will be incharge of Canadas immigration some day. Its heartbreaking to see Canada's decline and inaction from liberals. They need future voters because big boomer base wont last
Identity Attack0.019977676
Insult0.029273475
Profanity0.010365041
Threat0.0067898775
Severe Toxicity0.0012969971
Low Tox 0.07212844 Constructive 0.572 Call_To_Action
Feb 24, 2026 'We do know that there's …
As an American who worked in HR for eight years at BMO in Canada, I’ve noticed an important trend: many local professionals often attribute their career struggles to the system, when the real issue is …
As an American who worked in HR for eight years at BMO in Canada, I’ve noticed an important trend: many local professionals often attribute their career struggles to the system, when the real issue is a lack of updated skills. In my previous office of 71 employees, around 60% were Indian and Chinese professionals — many of them exceptionally skilled and hardworking. The fact is, immigrants don’t take jobs; they earn them through their capabilities. I currently work at BlackRock, managing a team of 221 people. Individuals with strong mathematical and analytical abilities often come from Indian or Chinese backgrounds, while only about 20% of our workforce is American. I conduct 4–5 interviews daily, and the pattern remains consistent — candidates from Europe, the U.S., and Canada frequently lag behind in technical skills. It’s a tough truth, but one worth acknowledging: in today’s competitive job market, skill development matters far more than nationality.
Identity Attack0.051126
Insult0.025800243
Profanity0.014464149
Threat0.006647474
Severe Toxicity0.0017929077
Low Tox 0.071337044 Constructive 0.76 Personal_Narrative
Oct 7, 2025 58 likes Inside Canada's Indian Metropolis (Brampton)
So don’t migrate. It should be Canada first.
So don’t migrate. It should be Canada first.
Identity Attack0.04512853
Insult0.016936934
Profanity0.010006369
Threat0.0074565844
Severe Toxicity0.0019741058
Low Tox 0.071337044 Low Con 0.212 Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
Canada should only allow educated people to immigrate but unfortunately due to government policies a vast majority of people who have committed crime in their countries are the ones who apply for asylum.
Canada should only allow educated people to immigrate but unfortunately due to government policies a vast majority of people who have committed crime in their countries are the ones who apply for asylum.
Identity Attack0.04280826
Insult0.022964163
Profanity0.00995513
Threat0.006375613
Severe Toxicity0.0013160706
Low Tox 0.071337044 Moderate Con 0.415
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Problem here in Canada is you can BRIBE your way to a driver's license coast to coast. We allow private testers in Canada.
Problem here in Canada is you can BRIBE your way to a driver's license coast to coast. We allow private testers in Canada.
Identity Attack0.021987455
Insult0.029163294
Profanity0.0127903465
Threat0.0068416605
Severe Toxicity0.0018024445
Low Tox 0.071337044 Moderate Con 0.412 Policy_Critique
Jan 27, 2026 50 likes Inside Canada's Indian Invasion...
This is a drop in the bucket, Canada needs mass remigration NOW 🤨
This is a drop in the bucket, Canada needs mass remigration NOW 🤨
Identity Attack0.016058605
Insult0.023093075
Profanity0.014259194
Threat0.01119791
Severe Toxicity0.002784729
Low Tox 0.071337044 Low Con 0.153 Fear_Threat
Feb 18, 2026 4 likes Canadian immigration officers investigating hundreds …
thank god canada is getting some love. we are hurting here
thank god canada is getting some love. we are hurting here
Identity Attack0.021183543
Insult0.021094928
Profanity0.017231047
Threat0.008285114
Severe Toxicity0.0016593933
Low Tox 0.071337044 Moderate Con 0.476 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, Skip, Doordash, etc., BUT...they are not using their legal name to apply for that instead they are using another person's account to do that job, whose account is legal and had been in the job for so many years. The connection between those people is not relevant to any gang or organizations but they operate like one, the advantage is both parties earn money while in their eyes is "legal". This is normal settings in my country(3rd world country), you have several taxis and you need to hire drivers to operate, its up to you if you're gonna hire legit drivers or not, the only difference is that the undocumented driver is cheaper. And how do I know these things, I work in a fastfood chain in Waterloo, you need to identify which order the driver will pickup and the delivery driver need to verify the order by the order number through the app but sometimes you can see the Account's photo is different from the delivery driver, so yeah, that's the gist of it. I have no idea why modern countries like Canada and America are so "dumb" or lack of critical thinking when it comes to crimes like this, but I guess people and politicians are the same all over the world. And now, they are bringing more people without checking their background, if there's any criminal record or such, oh yeah, speaking of that, how do you verify those records from another country if those records can be produced with 3rd party company in which an employee from a government institution is behind it to make it more look like it is legit.
Identity Attack0.025203101
Insult0.028392024
Profanity0.016889455
Threat0.0076119336
Severe Toxicity0.0020217896
Low Tox 0.07054565 Constructive 0.755
Sep 29, 2025 IRCC Names India in Study …
Carney is making Canada economy weak and unemployment rate will be shooting up this year. Hold tight.
Carney is making Canada economy weak and unemployment rate will be shooting up this year. Hold tight.
Identity Attack0.0052906936
Insult0.028832749
Profanity0.011594773
Threat0.009799767
Severe Toxicity0.0014877319
Low Tox 0.07054565 Low Con 0.192
Jan 20, 2026 1 likes Why Canada’s immigration system has …
Canada. The India of the North.
Canada. The India of the North.
Identity Attack0.046159767
Insult0.02212623
Profanity0.013063621
Threat0.0065568537
Severe Toxicity0.0022411346
Low Tox 0.07054565 Low Con 0.295 Comparative_Framing
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Pay Attention Canada Trump Is Out To Get You Next
Pay Attention Canada Trump Is Out To Get You Next
Identity Attack0.009101473
Insult0.02567133
Profanity0.013678487
Threat0.010705971
Severe Toxicity0.0024414062
Low Tox 0.07054565 Low Con 0.098
Jan 5, 2026 New rules, regulations take effect …
And Brampton is known as the capital of truck licenses without the proper test. The TV show Marketplace exposed that situation a few years ago. I'm new to Canada, but one thing about people from …
And Brampton is known as the capital of truck licenses without the proper test. The TV show Marketplace exposed that situation a few years ago. I'm new to Canada, but one thing about people from India is that if they have the opportunity to skip or cheat on a test, they take it. I know this firsthand. Another important fact is the population of India; they are around 1,300 millons people, but only 1% of those people can collapse the immigration system of a country, in this case, Canada. And Canada allowed it. Last but not least, I don't know if deodorant is forbidden in India, but they smell really bad.
Identity Attack0.036105253
Insult0.027730936
Profanity0.015693882
Threat0.0076507707
Severe Toxicity0.0019073486
Low Tox 0.07054565 Constructive 0.679
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
In canada you cant aay that knife os for protection. If you get stopped with that and you tell the RCMP thats its use- you now have it with intent. And youll get charged.. if …
In canada you cant aay that knife os for protection. If you get stopped with that and you tell the RCMP thats its use- you now have it with intent. And youll get charged.. if you get caught with a knige its for work or something. Never because its a bad neighborhood, or protection etc.
Identity Attack0.012441003
Insult0.021868404
Profanity0.016752819
Threat0.012958534
Severe Toxicity0.0023937225
Low Tox 0.07054565 Moderate Con 0.367 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation …
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation completely. There needed to be people brought in to build, plant and develop the country at that time. We are no longer in need of mass migration as we already have a developed country. I wonder how many of the liberals would change their positions if the policy was, if you want a new migrant to come into Canada you have to pay for them out of your own paycheques and if you don't want a new migrant you don't have to pay. Pretty sure, very few people would want to pay when it is put that way but we are ALL forced to pay to cover that tab.
Identity Attack0.036105253
Insult0.028171662
Profanity0.013166099
Threat0.006763986
Severe Toxicity0.0016498566
Low Tox 0.07054565 Constructive 0.734 Policy_Critique
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Canada is not cheap what is that man talking about
Canada is not cheap what is that man talking about
Identity Attack0.011099357
Insult0.030375287
Profanity0.015454767
Threat0.0062396824
Severe Toxicity0.0014591217
Low Tox 0.07054565 Moderate Con 0.31 Policy_Critique
Jan 27, 2026 18 likes Inside Canada's Indian Invasion...

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.