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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: "As a Canadian, I will …" 3,707 comments · Page 97 of 149
No more turbans in the Canadian parliament.
No more turbans in the Canadian parliament.
Identity Attack0.0543092
Insult0.062150877
Profanity0.01309778
Threat0.007417747
Severe Toxicity0.0026130676
Low Tox 0.13908891 Low Con 0.213 Identity_Assertion
Jan 29, 2026 8 likes Inside Canada's Indian Invasion...
should look into the government subsidizing 70% of there wages, so companies have more incentive to hire indians cause they pay them 30% what they would pay a canadian
should look into the government subsidizing 70% of there wages, so companies have more incentive to hire indians cause they pay them 30% what they would pay a canadian
Identity Attack0.12735364
Insult0.032468732
Profanity0.015147334
Threat0.0072235605
Severe Toxicity0.0031661987
Low Tox 0.1373533 Low Con 0.253
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I'm sure there is a Canadian who can do the work of an assistant manager at an underwear store.
I'm sure there is a Canadian who can do the work of an assistant manager at an underwear store.
Identity Attack0.057492398
Insult0.04207976
Profanity0.026727317
Threat0.007573096
Severe Toxicity0.00333786
Low Tox 0.1373533 Moderate Con 0.463 Humor_Satire
Feb 11, 2026 Canada's tighter immigration policy divides …
In a staff of 22.... i and 3 other are the only natural canadians... most are "refugees" yet... some go back to where they left... to see family... how...the f$ck..
In a staff of 22.... i and 3 other are the only natural canadians... most are "refugees" yet... some go back to where they left... to see family... how...the f$ck..
Identity Attack0.08252834
Insult0.045593183
Profanity0.03389629
Threat0.007081157
Severe Toxicity0.0036239624
Low Tox 0.1373533 Constructive 0.584
Nov 21, 2025 Thousands of refugees allowed into …
The government needs to investigate why most fastfood restaurants only hires Indian?, why security companies only hire Indians? Why most call centers only hire indians? Mcdonald's and Tim hortons owe canadian an explanation. The minster …
The government needs to investigate why most fastfood restaurants only hires Indian?, why security companies only hire Indians? Why most call centers only hire indians? Mcdonald's and Tim hortons owe canadian an explanation. The minster of labor must be held accountable.
Identity Attack0.15731181
Insult0.028502205
Profanity0.011936366
Threat0.006809296
Severe Toxicity0.0025939941
Low Tox 0.1373533 Moderate Con 0.431
Sep 20, 2025 809 likes Inside Canada's Indian Metropolis (Brampton)
I don't see this as a social problem, Canadians are from everywhere, we are not inherently racist because we are voicing the mess Canada is turning into. It's a Political problem. The last governments have …
I don't see this as a social problem, Canadians are from everywhere, we are not inherently racist because we are voicing the mess Canada is turning into. It's a Political problem. The last governments have quietly opened up immigration without providing infrastructure to support them. Taxpayers dollars have been dolled out for new immigrant's housing and living. This is akin to welfare in that there is no incentive to begin to work and make your own life when the federal government is supporting them with our tax dollars...and first generation Canadians are afraid to speak up for fear of sounding racist. Ridiculous. This has to stop and change. I'm planning on leaving. It's headed for disaster. I see the light.
Identity Attack0.10221587
Insult0.060752302
Profanity0.018119188
Threat0.0071847234
Severe Toxicity0.0035095215
Low Tox 0.1373533 Constructive 0.723 Policy_Critique
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
12:47 Having a knife, for the purpose of self defense, is a criminal offense in Canada. This is why the United States needs to annex us. Canadian laws are oppressive.
12:47 Having a knife, for the purpose of self defense, is a criminal offense in Canada. This is why the United States needs to annex us. Canadian laws are oppressive.
Identity Attack0.060675595
Insult0.035553806
Profanity0.0127561875
Threat0.027688526
Severe Toxicity0.0036621094
Low Tox 0.13561769 Moderate Con 0.418 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
As Canadians we follow the rules, the new Indians they break rules, don’t pay proper taxes, use the system… we’ve had enough of this… in 10 years nothing structure will be left in the system. …
As Canadians we follow the rules, the new Indians they break rules, don’t pay proper taxes, use the system… we’ve had enough of this… in 10 years nothing structure will be left in the system. It’s all falling apart in front of our eyes
Identity Attack0.10221587
Insult0.045007613
Profanity0.01261955
Threat0.0068999166
Severe Toxicity0.002861023
Low Tox 0.13561769 Moderate Con 0.338 Unverified_Claim
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
ELBOWS UP! 🤡 Learn how to vote next time Canadians…
ELBOWS UP! 🤡 Learn how to vote next time Canadians…
Identity Attack0.099072486
Insult0.042665333
Profanity0.015420608
Threat0.009618527
Severe Toxicity0.004787445
Low Tox 0.13561769 Low Con 0.248
Aug 27, 2025 Why Canadians Are Turning Against …
Seeing decedents of immigrants disapproving the arrival of other immigrants is hilarious. Somebody needs to remind these people that they're descendants of immigrants themselves- why else do they think the Canadians speak French, have European …
Seeing decedents of immigrants disapproving the arrival of other immigrants is hilarious. Somebody needs to remind these people that they're descendants of immigrants themselves- why else do they think the Canadians speak French, have European names and are Caucasian?
Identity Attack0.12440576
Insult0.032028005
Profanity0.0118680475
Threat0.006485652
Severe Toxicity0.0028038025
Low Tox 0.13561769 Moderate Con 0.473 Humor_Satire
Nov 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Why is it that all of us Canadians hate everything that's going on but we are all afraid to stand together and shout out and come together and do something about it
Why is it that all of us Canadians hate everything that's going on but we are all afraid to stand together and shout out and come together and do something about it
Identity Attack0.058401883
Insult0.039444692
Profanity0.022013342
Threat0.008686432
Severe Toxicity0.002784729
Low Tox 0.13388206 Moderate Con 0.462
Sep 27, 2025 1 likes Why Canadians Are Turning Against …
Good, save Canada, deny deny deny deport deport deport, save Canada, make Canada Canadian again.
Good, save Canada, deny deny deny deport deport deport, save Canada, make Canada Canadian again.
Identity Attack0.06658725
Insult0.030816011
Profanity0.01261955
Threat0.0103175985
Severe Toxicity0.00459671
Low Tox 0.13388206 Low Con 0.196 Call_To_Action
Dec 24, 2025 3 likes Deportations From Canada at Their …
As a Canadian, whose parents immigrated from India. Thanks for this. There’s to many students, even my parents agree. They’ve tarnished the reputation of the hard working immigrants who came here with nothing and have …
As a Canadian, whose parents immigrated from India. Thanks for this. There’s to many students, even my parents agree. They’ve tarnished the reputation of the hard working immigrants who came here with nothing and have built something for themselves.
Identity Attack0.10221587
Insult0.04383647
Profanity0.01174849
Threat0.006272047
Severe Toxicity0.0023555756
Low Tox 0.13388206 Constructive 0.746 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in their homeland. Why would they not accept coming here if they see potential for a brighter future ? Furthermore, they don’t have pathways to citizenship offered by the government; there are no well-defined courses or integration programs designed to help newcomers become fully part of the society. Instead, they are arriving in basically what is a new India. They are welcome with open arms and new rights as Canadians, without the responsibilities that SHOULD go with it. So, the entire culprit is our Canadian government. This situation is part of a much larger, global agenda aimed at sowing division among populations to weaken national unity. The phrase _Divide et Impera_ (Divide and Conquer) highlights this tactic. The Canadian government is orchestrating this strategy, intentionally aligned with the nefarious 2030 agenda. This agenda calls to flood the White Christian Western world with massive immigration, which will erode cultural and national identities. The ultimate goal is to strip nations of their cultural and historical identities, making their populations more dependent on the State to provide a new identity. This dependency is projected to lead to the implementation of digital identification systems, biometric tracking, and other dystopian technological measures. These politicians on both sides are NOT humanists. The overarching aim is not merely human advancement but transhumanism — merging humans with technology — which is pure evil, even demonic, a plan to transform human existence radically. A plot to erase humanity as we know it. This is also the real reason and rationale behind the trans agenda. You can be whatever you want if you identify with it. Now, how about a cyborg, the singularity or what is called humankind 2.0 ? They will try to get it with WW3. The mandates will be said to be good for us, as they will procure a false sense of security in every country on Earth. They need India to go against the Muslim world. Canada has accepted this for the novus ordo seclorum of nations. You probably heard the saying that governments are NOT elected, but selected. That’s true. Our system is an illusion of democracy. They needed these far-left Liberals for these objectives and many others. Then, when it will be too much and order for the chaos, they will count on the far right to go to war. There will be two coalitions: the Western nations + Israel 🇮🇱 + some arab countries like Saudi Arabia 🇸🇦, Jordan 🇯🇴, Syria 🇸🇾 + Ukraine 🇺🇦 + India 🇮🇳 + Japan 🇯🇵 + South Korea 🇰🇷 *VS* the Arab League + Russia 🇷🇺 + China 🇨🇳 + North Korea 🇰🇵. The worst in all of that is that Freemasonry controlled both sides and their political leaders. They play on both sides, as in WW1 and WW2.
Identity Attack0.12208464
Insult0.03588435
Profanity0.025907494
Threat0.007961469
Severe Toxicity0.003490448
Low Tox 0.13388206 Constructive 0.617 Unverified_Claim
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
CBC is the propaganda media arm of the Canadian government. Not to be trusted.
CBC is the propaganda media arm of the Canadian government. Not to be trusted.
Identity Attack0.04203484
Insult0.06599696
Profanity0.011646013
Threat0.0071199946
Severe Toxicity0.0023937225
Low Tox 0.13214645 Low Con 0.123
Jul 13, 2018 17 likes How much do refugees and …
One trump wall should b built across Canadian border
One trump wall should b built across Canadian border
Identity Attack0.08004672
Insult0.021868404
Profanity0.015454767
Threat0.030969119
Severe Toxicity0.005722046
Low Tox 0.13214645 Low Con 0.156 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Red kneck felo you wer an immigrant too .let's live proud canadian ❤
Red kneck felo you wer an immigrant too .let's live proud canadian ❤
Identity Attack0.09245483
Insult0.053791173
Profanity0.020783609
Threat0.006699257
Severe Toxicity0.0039863586
Low Tox 0.13214645 Moderate Con 0.366 Solidarity
Dec 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I am First Nations and I have been concerned about how the face and language of Canada has changed. The first thing we noticed in our small town was that the taxi companies were taken …
I am First Nations and I have been concerned about how the face and language of Canada has changed. The first thing we noticed in our small town was that the taxi companies were taken over by East Indians. Now days you are hard pressed to get a taxi anywhere in Canada and get a driver who hails from India. I used to like Tim Horton's until I needed an interpreter to make my order, one doesn't speak English so, she had to get another worker to take my order. You go into any 7/11 or any gas station, or convenience store. All are staffed by people from India. But, it isn't just Indians. There are many other immigrants coming to Canada from China, Japan etc. None of these immigrants do not speak very good English. I have faced prejudice from these people who do not recognize my rights as an indigenous person. Going for an xray, blood test the field is mostly Asian. I have to get cataract surgery and I couldn't understand the Chinese receptionist and had to spell most of what I said to her. That means their business is mostly with Chinese-speaking people. As a First Nations person my status will always be a minority. With every immigrant that comes to Canada my status as an indigenous person diminishes. Taking transit shows me that english or french are ever spoken. Canadians are the new minority.
Identity Attack0.10221587
Insult0.054962315
Profanity0.020646973
Threat0.008401625
Severe Toxicity0.0042533875
Low Tox 0.13214645 Constructive 0.806 Identity_Assertion
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
People shouldn’t blame immigrants they should blame the bad people or bad government system most of Canadians have a background immigrant we know Canada needs more population but not bad ones
People shouldn’t blame immigrants they should blame the bad people or bad government system most of Canadians have a background immigrant we know Canada needs more population but not bad ones
Identity Attack0.10221587
Insult0.036545437
Profanity0.013371054
Threat0.006530962
Severe Toxicity0.0024986267
Low Tox 0.13214645 Moderate Con 0.435
Aug 25, 2025 Why Canadians Are Turning Against …
We need the Canadian ICE urgently, to many flips flats , running cartels and crime in our country
We need the Canadian ICE urgently, to many flips flats , running cartels and crime in our country
Identity Attack0.034816213
Insult0.06250052
Profanity0.013029462
Threat0.01119791
Severe Toxicity0.0031471252
Low Tox 0.13214645 Moderate Con 0.323 Call_To_Action
Feb 20, 2026 Canadian immigration officers investigating hundreds …
Interviews the most American Indian Canadian dude he can find😅
Interviews the most American Indian Canadian dude he can find😅
Identity Attack0.10221587
Insult0.03489272
Profanity0.023789622
Threat0.007754337
Severe Toxicity0.0037574768
Low Tox 0.13214645 Low Con 0.191 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I am not saying all Asian immigrants are great there .. but native Canadians understand one thing you or your great grandparents also once migrated from UK , France , Spain …
I am not saying all Asian immigrants are great there .. but native Canadians understand one thing you or your great grandparents also once migrated from UK , France , Spain …
Identity Attack0.13377325
Insult0.029273475
Profanity0.014600786
Threat0.0060649146
Severe Toxicity0.0030899048
Low Tox 0.13041082 Constructive 0.681 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is …
came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is multiculturalism: we bring our values, humanity, and traditions, and we mix them with Canadian society. That doesn’t divide us — it makes us Canadian. Stop spreading racism by saying culture doesn’t belong here. You can be Canadian and bring your culture, that’s what multiculturalism means.
Identity Attack0.099899694
Insult0.053205602
Profanity0.016103793
Threat0.006809296
Severe Toxicity0.0029945374
Low Tox 0.13041082 Constructive 0.765 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
1 million of those from India. Unbelievable what Trudeau did to the country by bolstering immigration programs that systemically dislodged and displaced Canadian citizens from their jobs. Maybe too little too late now.
1 million of those from India. Unbelievable what Trudeau did to the country by bolstering immigration programs that systemically dislodged and displaced Canadian citizens from their jobs. Maybe too little too late now.
Identity Attack0.10221587
Insult0.03511308
Profanity0.010484599
Threat0.007586042
Severe Toxicity0.0024795532
Low Tox 0.13041082 Constructive 0.609 Policy_Critique
Feb 16, 2026 2.9 million Canadian temporary visas …
If the majority of the people from India stay in gta and work service related jobs in their community we need to ask ourselves as Canadians what benefit they bring to Canada as a whole …
If the majority of the people from India stay in gta and work service related jobs in their community we need to ask ourselves as Canadians what benefit they bring to Canada as a whole and if we need this kind of immigration in the first place. If they never came here, Brampton would have still been a small town and Canadian economy would not change for the worst because of it.
Identity Attack0.12556632
Insult0.031697463
Profanity0.013439372
Threat0.0067834044
Severe Toxicity0.0031280518
Low Tox 0.13041082 Constructive 0.559
Nov 18, 2025 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.