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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: "From Canada. This is the …" 6,088 comments · Page 127 of 244
Liberal party of Canada is a threat to north america safety... Carney and Trudeau are woke globalist... Unfortunataly Trump Help Carney with fear spread by CBC Radio Canada the public media sold out to liberal …
Liberal party of Canada is a threat to north america safety... Carney and Trudeau are woke globalist... Unfortunataly Trump Help Carney with fear spread by CBC Radio Canada the public media sold out to liberal party propaganda....
Identity Attack0.10221587
Insult0.15627414
Profanity0.015318131
Threat0.010680079
Severe Toxicity0.004787445
Low Tox 0.2312681 Low Con 0.283 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As I live in Canada, I wish they would go back to their country. Tim Hortons isn't the same.
As I live in Canada, I wish they would go back to their country. Tim Hortons isn't the same.
Identity Attack0.20483385
Insult0.07270074
Profanity0.01579636
Threat0.008013252
Severe Toxicity0.00541687
Low Tox 0.2312681 Constructive 0.551 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
CANADA WAKE UP IF YOU DON'T DO SOMETHING IN YOUR SYSTEM. THIS COUNTRY WILL BE INDIA 🇮🇳
CANADA WAKE UP IF YOU DON'T DO SOMETHING IN YOUR SYSTEM. THIS COUNTRY WILL BE INDIA 🇮🇳
Identity Attack0.19890837
Insult0.06617179
Profanity0.020510335
Threat0.02250864
Severe Toxicity0.011138916
Low Tox 0.23090743 Low Con 0.235 Fear_Threat
Oct 12, 2025 IRCC Names India in Study …
The irony of these racist comments is incredible. Many in the US and Canada forget they are also descendants of migrants. If we applied this same logic, Native populations would have every right to say …
The irony of these racist comments is incredible. Many in the US and Canada forget they are also descendants of migrants. If we applied this same logic, Native populations would have every right to say you 'messed up' their culture centuries ago.
Identity Attack0.17536941
Insult0.083112895
Profanity0.018529098
Threat0.0068869707
Severe Toxicity0.0042152405
Low Tox 0.23090743 Constructive 0.583
Jan 27, 2026 Inside Canada's Indian Invasion...
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a …
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a law were if just one of your family members stayed in Canada for 3 years all of their family will become citizens without ever stepping into the country and people can now bring over their elderly parents also they get 83 thousand dollars a year they used the system against us arranged marriages...
Identity Attack0.22783615
Insult0.082372494
Profanity0.020032106
Threat0.007068211
Severe Toxicity0.005874634
Low Tox 0.23090743 Constructive 0.578 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many …
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many - and the blame goes on both the provincial conservatives and federal liberals. The tuition freeze in Ontario caused colleges and universities to treat foreign students as an ATM to balance their budgets. Foreign enrollments skyrocketed, especially in colleges, with students paying top dollar for dubious degrees with no job prospects. This put strains on the job market, and the housing/rental market. As an educated Indian-American who now lives in Canada, it pains me to see my fellow countrymen dominating Uber, Uber Eats, Bicycle food delivery and Tim Hortons. No one uproots everything in their home country and comes all the way for this. Most of these people are here legally and they work really hard. A last word - leaving aside the Khalistan issue that has caused a wedge between Hindus and Sikhs - the Indian diaspora, especially the Sikh, are amazing in the amount of charitable work that they do. Their concept of seva is unmatched. No one goes hungry when there is a Gurdwara around, as there is always free nutritious food. Same is true for temples. Even a young poor Steve Jobs ate at Iskcon temples. Last point - while some of Canada's problems are because of excessive immigration, Canada would be nothing without immigrants. The population would decline, with a native fertility rate of under 1.4, and entitlement programs would be in deep trouble.
Identity Attack0.14019285
Insult0.123407245
Profanity0.016752819
Threat0.007586042
Severe Toxicity0.004787445
Low Tox 0.23090743 Constructive 0.813
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has open door policy and keeps taking all sorts of people from all parts of world without verification, checks and balances. Those outsiders are infiltrating your politics, academia, judiciary, pop culture and start influencing …
Canada has open door policy and keeps taking all sorts of people from all parts of world without verification, checks and balances. Those outsiders are infiltrating your politics, academia, judiciary, pop culture and start influencing your domestic and foreign policy, start electing own people, take over your country and bring their culture, domestic conflicts, religious extremism, communalism, misogyny, lack of hygiene, lawlessness in your country also. And cry victimhood and call everyone racist when they are finally held accountable.
Identity Attack0.10409598
Insult0.15414265
Profanity0.01887069
Threat0.010809537
Severe Toxicity0.0065994263
Low Tox 0.23090743 Moderate Con 0.396 Fear_Threat
Oct 2, 2025 Why Canadians Are Turning Against …
Canada you guys and Gals need to rise up and take your country back
Canada you guys and Gals need to rise up and take your country back
Identity Attack0.17925262
Insult0.06826523
Profanity0.017777596
Threat0.012233571
Severe Toxicity0.007209778
Low Tox 0.23090743 Moderate Con 0.345
Nov 21, 2018 9 likes How much do refugees and …
Oh Canada, how you have failed.
Oh Canada, how you have failed.
Identity Attack0.10221587
Insult0.1087965
Profanity0.017572641
Threat0.0077154995
Severe Toxicity0.0044059753
Low Tox 0.22980402 Low Con 0.231 Policy_Critique
Sep 19, 2025 22 likes Inside Canada's Indian Metropolis (Brampton)
what ruined the immigration system are the immigrants> My first job in Canada was demolishing houses for Teperman Demolition and I started two days after arrival. Today, I potentially would arrive, get high stay at …
what ruined the immigration system are the immigrants> My first job in Canada was demolishing houses for Teperman Demolition and I started two days after arrival. Today, I potentially would arrive, get high stay at home government wages to support me indefinitely. What good would I have been to Canada?
Identity Attack0.22707681
Insult0.07555214
Profanity0.012892825
Threat0.007961469
Severe Toxicity0.005455017
Low Tox 0.22980402 Constructive 0.634 Personal_Narrative
Feb 20, 2026 1 likes LILLEY UNLEASHED: The fall of …
What a joke Canada has become. No wonder we’ve had so much crime.
What a joke Canada has become. No wonder we’ve had so much crime.
Identity Attack0.12208464
Insult0.12883772
Profanity0.017094411
Threat0.008712323
Severe Toxicity0.0049972534
Low Tox 0.22980402 Low Con 0.281
Nov 21, 2025 Thousands of refugees allowed into …
GREAT DISCUSSIONS! CANADA IS BROKE AND BROKEN!
GREAT DISCUSSIONS! CANADA IS BROKE AND BROKEN!
Identity Attack0.10221587
Insult0.100019015
Profanity0.017299367
Threat0.009307829
Severe Toxicity0.005645752
Low Tox 0.22980402 Low Con 0.288 Policy_Critique
Feb 24, 2026 1 likes LILLEY UNLEASHED: The fall of …
I’m a recent Indian immigrant and I’ve lived in Singapore, Malaysia, the USA, and now Canada. I’ll admit that a lot of what’s said here is true: there are far too many cases where Indians …
I’m a recent Indian immigrant and I’ve lived in Singapore, Malaysia, the USA, and now Canada. I’ll admit that a lot of what’s said here is true: there are far too many cases where Indians abroad show a lack of civic sense, break rules, or behave in ways that don’t respect the host country.  Personally, my family and I have always assimilated wherever we’ve lived, respecting local customs, following rules, and contributing positively to the community and I hate it when immigrants don't assimilate into the local culture and reside in their own enclaves, I mean what was the point of emigrating then?? I truly value the peace and order these countries offer, and I want to give that back. Every community has good and bad examples. The responsibility is on us as immigrants to lead by example, integrate genuinely, and show that we can be respectful, responsible citizens. That’s how perceptions change for the better. It sucks that a whole racial group can be disliked because of some bad apples — and in our case, unfortunately, there are quite a few.
Identity Attack0.26833034
Insult0.0817555
Profanity0.08064143
Threat0.0100069
Severe Toxicity0.0075912476
Low Tox 0.22980402 Constructive 0.876
Sep 19, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
I can't tell if half of these comments are watching the same video as me. I understand there are issues with Canada's current immigration policies and certainly, purely by numbers, there are a lot of …
I can't tell if half of these comments are watching the same video as me. I understand there are issues with Canada's current immigration policies and certainly, purely by numbers, there are a lot of immigrants moving to Canada, but I'm genuinely convinced the people in the comments watched the first half of the video and then turned it off. So many weird comments, ranging from "they're bad drivers!" to "I moved away from Brampton because of this problem" (what problem?? Indian people??). In the second half of the video, all three of the religious buildings they entered had extremely kind-hearted people, with free food for ANYONE to enjoy. Again I understand things aren't perfect, but it would seem a lot of people are using "immigration policies are allowing immigrants in too fast" to justify their hatred of Indian people.
Identity Attack0.20878418
Insult0.08831572
Profanity0.053435806
Threat0.0076119336
Severe Toxicity0.0060653687
Low Tox 0.22980402 Constructive 0.81 Meta_Commentary
Sep 20, 2025 57 likes Inside Canada's Indian Metropolis (Brampton)
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country …
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country to be a doctor and I wanna leave my country (because no opportunities ) and move to a better and a safer country where I’m respected as a woman , which my country fails to . Now , I have to give a lot of exams and fill up a lot of visa requirements to be in any better country and I’m absolutely fine with it . But I’m not fine with the fact that countries like Canada , Australia , uk etc are immigrating people from India who are not educated , don’t wanna assimilate, with very eased up visa requirements, easy pr facilities because these countries want cheap labor and when these bottom of barrel uneducated folks move to another country they do shady businesses , start making huge communities of similar people having similar views and this leads to chaos and a backlash , racism on a particular ethnicity, stereotypes and so and so . I’m not saying my people aren’t flawed , they are but why the government is so easy in immigrating uneducated uncouth people from 3rd world countries where even these people wouldn’t be hired in some great companies or give anything great to build a valuable society , why people who are talented and literally would assimilate, has respect , is educated literally would bring a change for better is sidelined or toughened up their immigration process ? I might come off as very rude and jealous by my comment and actually im kinda jealous but I really wanna know and I observed this pattern a lot . All educated people wanting to move out are struggling while these kinda are just migrating so so easily and most even have permanent residencies WHAT ???
Identity Attack0.17614605
Insult0.076185785
Profanity0.13256322
Threat0.013579931
Severe Toxicity0.012283325
Low Tox 0.22980402 Constructive 0.778 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I think its kinda odd how lit any other ethnicity is able to accommodate to canadian life and customs, canada is like 80% immigrants or children of immogrants yet people ONLY talk about too many …
I think its kinda odd how lit any other ethnicity is able to accommodate to canadian life and customs, canada is like 80% immigrants or children of immogrants yet people ONLY talk about too many indians. I have personally noticed there are a loooot of chinese, filipinos, colombians and mexicans, yet nobody is complaining abt them...
Identity Attack0.2816105
Insult0.06564732
Profanity0.026590679
Threat0.006543908
Severe Toxicity0.005683899
Low Tox 0.22980402 Constructive 0.552 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
..most of the people "interviewed" are white - they may have born in Canada, their parents & grandparents may have been born in Canada OR their parents, grandparents or they themselves coming from countries where …
..most of the people "interviewed" are white - they may have born in Canada, their parents & grandparents may have been born in Canada OR their parents, grandparents or they themselves coming from countries where the majority of the population is caucasian e.g. Portugal, Poland - with similar religious backgrounds. Why did they leave Poland, Portugal, Greece or Italy? Why are they "more acceptable" as immigrants, than others? If for example, mass immigration had come from Russia (or G:)d help us Romania) - what would they say?
Identity Attack0.28034934
Insult0.06337463
Profanity0.02433617
Threat0.007832011
Severe Toxicity0.0062179565
Low Tox 0.22846605 Constructive 0.53
Sep 19, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
Canada is being invaded and taken over😮
Canada is being invaded and taken over😮
Identity Attack0.16159154
Insult0.06285016
Profanity0.024882717
Threat0.03373172
Severe Toxicity0.008239746
Low Tox 0.22846605 Low Con 0.227
Aug 26, 2025 Why Canadians Are Turning Against …
Canada is literally being invaded. Hey dont get me wrong , I believe in immigration but the right immigration. If it was not for immigration I would not be here but when the government let's …
Canada is literally being invaded. Hey dont get me wrong , I believe in immigration but the right immigration. If it was not for immigration I would not be here but when the government let's in terrorists and say they are allowed here theres something very wrong with that . This is all on the liberal party of canada
Identity Attack0.15945168
Insult0.07998765
Profanity0.01627459
Threat0.01052473
Severe Toxicity0.004634857
Low Tox 0.22846605 Constructive 0.624 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Maybe it's Canada's long game plan to save water and by that, save the planet. More indians = less showers = less water usage = planet.. saved?
Maybe it's Canada's long game plan to save water and by that, save the planet. More indians = less showers = less water usage = planet.. saved?
Identity Attack0.26155844
Insult0.06953252
Profanity0.015386449
Threat0.009722093
Severe Toxicity0.008125305
Low Tox 0.22712809 Moderate Con 0.301 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indian owns Canada!
Indian owns Canada!
Identity Attack0.26494437
Insult0.06494803
Profanity0.022628209
Threat0.00789674
Severe Toxicity0.0064468384
Low Tox 0.22712809 Low Con 0.291 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
We can all thank most boomers for another Liberal term. I've seen them talk about how they'd leave Canada and live somewhere else if Carney didn't win. Must be nice to have that kind of …
We can all thank most boomers for another Liberal term. I've seen them talk about how they'd leave Canada and live somewhere else if Carney didn't win. Must be nice to have that kind of privilege when they force this hellscape on the rest of us.
Identity Attack0.033527173
Insult0.09855611
Profanity0.13873272
Threat0.008362788
Severe Toxicity0.0046920776
Low Tox 0.22712809 Constructive 0.52 Policy_Critique
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
For those who are sying: "The problem isn't Indian people coming to Canada, its Indian people turning Canada into India", I have a question for you all? Q1: If you take Africans, East Asians, Middle …
For those who are sying: "The problem isn't Indian people coming to Canada, its Indian people turning Canada into India", I have a question for you all? Q1: If you take Africans, East Asians, Middle eastern people, latin americans, maxicans, etc in huge numbers, wouldn't they turn your canada into Africa, East asia, middle east, latin america, maxico, etc? Q2: Your government took immigrants in huge number and only from India, whose fault is that?
Identity Attack0.28034934
Insult0.058475737
Profanity0.01490822
Threat0.0067963502
Severe Toxicity0.0049972534
Low Tox 0.22579013 Moderate Con 0.424
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Remember the terrorists who blew up the Air India 747 40 years ago. The Sikhs brought their fight against India to Canada and we suffer for it.
Remember the terrorists who blew up the Air India 747 40 years ago. The Sikhs brought their fight against India to Canada and we suffer for it.
Identity Attack0.23542951
Insult0.0654725
Profanity0.018529098
Threat0.04098356
Severe Toxicity0.0074768066
Low Tox 0.22579013 Constructive 0.639 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Yeah as a Canadian who lives in the Greater Toronto Area, I can appreciate how immigration as a concept is good. But Canada is at a point now where a large influx of immigrants are …
Yeah as a Canadian who lives in the Greater Toronto Area, I can appreciate how immigration as a concept is good. But Canada is at a point now where a large influx of immigrants are shocking our economy and dropping our quality of life. And the majority of these immigrants come from one country. No hate to India, as a half Indian myself, but when you bring these people over in droves, they feel it unnecessary to assimilate as they all coalesce with each other - where they feel comfortable. So you have the majority of them who don't speak our language, who don't carry our values, and don't feel that any of it is required. And it makes you feel, as a Canadian like you're being taken over. We want a lower immigration rate, and we want a greater spread of people from across the world. I don't want Canada to become India.
Identity Attack0.24970764
Insult0.08582769
Profanity0.029050145
Threat0.008686432
Severe Toxicity0.00705719
Low Tox 0.22579013 Constructive 0.843
Jan 27, 2026 1 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.