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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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30,738 comments · Page 591 of 1230
Pure B/S ,the crime rates are up and i get a lot less than a refugee or new immigrant. More cbc propaganda.
Pure B/S ,the crime rates are up and i get a lot less than a refugee or new immigrant. More cbc propaganda.
Identity Attack0.10757765
Insult0.0806213
Profanity0.10425757
Threat0.007870848
Severe Toxicity0.0073623657
Low Tox 0.2312681 Moderate Con 0.374
Aug 24, 2019 How much do refugees and …
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see …
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see student housing being built and the rent is cheap! My rent has gone up twice in 2 years. Nothing is available under 1300 unless you rent a room. Nobody can change my traditions because they are mine and dont affect anyone. Groceries are unreal. I dont have a car anymore. I dont have children or a partner. Social time or entertainment is this. Youtube and my 2 dogs one of which now needs a leg amputation as she has cancer in her paw. I have a gofundme but its slow. But i see other pet owners that have them and because they use their pet as their unpaid actor they have made the money needed in days. Im just offering paperwork,proof,photos,making beaded collars,to try and make more. Im trying to open my own business doing nails. But callbacks from offices are not happening. My mental health has suffered since I was 18. I am gen x. Being a minority doesnt mean i get whatever i want either.
Identity Attack0.18235919
Insult0.082866095
Profanity0.052934792
Threat0.0077802283
Severe Toxicity0.0065231323
Low Tox 0.23090743 Constructive 0.813
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Samoli day care fraud.... cover it
Samoli day care fraud.... cover it
Identity Attack0.013546381
Insult0.16773392
Profanity0.024951037
Threat0.007534259
Severe Toxicity0.004310608
Low Tox 0.23090743 Low Con 0.152
Jan 3, 2026 5 likes New rules, regulations take effect …
Don’t blame the govt blame the ppl that scammed the system
Don’t blame the govt blame the ppl that scammed the system
Identity Attack0.016460562
Insult0.15840563
Profanity0.08807703
Threat0.008427517
Severe Toxicity0.0038337708
Low Tox 0.23090743 Low Con 0.245 Policy_Critique
Nov 20, 2025 1 likes Quebec Ends Economic Immigration Program …
they should all go home and re aplay
they should all go home and re aplay
Identity Attack0.04693319
Insult0.06512285
Profanity0.030389199
Threat0.050098058
Severe Toxicity0.008506775
Low Tox 0.23090743 Low Con 0.232
Nov 20, 2025 9 likes Quebec Ends Economic Immigration Program …
I hope you don't get abused by the "CULTURED" Indian Community for showing the reality
I hope you don't get abused by the "CULTURED" Indian Community for showing the reality
Identity Attack0.24074486
Insult0.06319981
Profanity0.06596114
Threat0.011353259
Severe Toxicity0.007171631
Low Tox 0.23090743 Moderate Con 0.379 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
So deport one bring in 100. Get them all out and no more in until Canadians all have food and housing
So deport one bring in 100. Get them all out and no more in until Canadians all have food and housing
Identity Attack0.19495805
Insult0.045007613
Profanity0.014942379
Threat0.04029291
Severe Toxicity0.007858276
Low Tox 0.23090743 Low Con 0.24 Call_To_Action
Dec 28, 2025 Deportations From Canada at Their …
Indians bring India with them. That's not integration. Adapt to the country you move to or don't move.
Indians bring India with them. That's not integration. Adapt to the country you move to or don't move.
Identity Attack0.28034934
Insult0.05964688
Profanity0.02385794
Threat0.007948523
Severe Toxicity0.005607605
Low Tox 0.23090743 Low Con 0.266 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Get them OUT OUT OUT OUT OUT OUT
Get them OUT OUT OUT OUT OUT OUT
Identity Attack0.010581387
Insult0.06302499
Profanity0.058445938
Threat0.05559385
Severe Toxicity0.008010864
Low Tox 0.23090743 Low Con 0.234 Call_To_Action
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy …
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy and provide quick citizenship to increase the voter pool... When the same playbook is happening in all the other western countries, it is not a coincidence but a serious and coordinated global plan. FIND SOME COURAGE to say what really is taking place....but you won't. If you need a quick reminder, take a look at what just happened in Spain - 500,000 new immigrants that will be given quick landed immigrant status allowing them to vote!!!!!
Identity Attack0.040745795
Insult0.15698463
Profanity0.028913507
Threat0.008556974
Severe Toxicity0.005264282
Low Tox 0.23090743 Constructive 0.522 Unverified_Claim
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
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)
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...
What am I meant to take away from this video ? You want to the most Indian majority city in the entire country and filmed a bunch of people minding their own business.
What am I meant to take away from this video ? You want to the most Indian majority city in the entire country and filmed a bunch of people minding their own business.
Identity Attack0.12208464
Insult0.061976057
Profanity0.06546012
Threat0.013476364
Severe Toxicity0.007133484
Low Tox 0.23090743 Low Con 0.3 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I left India to escape the cultures but now these people are bringing the cultures everywhere
I left India to escape the cultures but now these people are bringing the cultures everywhere
Identity Attack0.27171627
Insult0.05964688
Profanity0.052183274
Threat0.0100069
Severe Toxicity0.008850098
Low Tox 0.23090743 Moderate Con 0.408
Jan 27, 2026 Inside Canada's Indian Invasion...
We have loads of indians in the UK.. probably one of the nicest migrants we get.. I wish we got more of them then the ones we get now
We have loads of indians in the UK.. probably one of the nicest migrants we get.. I wish we got more of them then the ones we get now
Identity Attack0.27759558
Insult0.062150877
Profanity0.07740857
Threat0.012078222
Severe Toxicity0.010604858
Low Tox 0.23090743 Constructive 0.611 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadians! Arm yourselves now! This administration is capable of absolutely everything. And if Vance takes over, he’s even more dangerous than Trump.
Canadians! Arm yourselves now! This administration is capable of absolutely everything. And if Vance takes over, he’s even more dangerous than Trump.
Identity Attack0.04512853
Insult0.1378885
Profanity0.016411226
Threat0.04098356
Severe Toxicity0.0051498413
Low Tox 0.23090743 Low Con 0.185 Fear_Threat
Jan 3, 2026 New rules, regulations take effect …
More of a Punjabi problem
More of a Punjabi problem
Identity Attack0.2783691
Insult0.08459369
Profanity0.054437835
Threat0.012440704
Severe Toxicity0.014769804
Low Tox 0.23090743 Moderate Con 0.324 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
It’s okay, you don’t have to like Indian food. Don’t follow the cope!
It’s okay, you don’t have to like Indian food. Don’t follow the cope!
Identity Attack0.25478655
Insult0.054376744
Profanity0.03715288
Threat0.007624879
Severe Toxicity0.00541687
Low Tox 0.23090743 Moderate Con 0.403 Humor_Satire
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 …
I can't watch this while trying to eat in peace. 🤢🤢🤢🤮
I can't watch this while trying to eat in peace. 🤢🤢🤢🤮
Identity Attack0.006178642
Insult0.025026767
Profanity0.09292633
Threat0.012285355
Severe Toxicity0.010757446
Low Tox 0.23090743 Moderate Con 0.412
Jan 27, 2026 Inside Canada's Indian Invasion...
That’s crazy—- all ought to be tracked period.
That’s crazy—- all ought to be tracked period.
Identity Attack0.0029968263
Insult0.14512913
Profanity0.058445938
Threat0.011249693
Severe Toxicity0.0037193298
Low Tox 0.23090743 Low Con 0.295 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
There are THREE MILLION currently here illegally. When do they go back home? -- miault.
There are THREE MILLION currently here illegally. When do they go back home? -- miault.
Identity Attack0.14019285
Insult0.070799805
Profanity0.017709278
Threat0.011146127
Severe Toxicity0.005760193
Low Tox 0.23090743 Low Con 0.282 Question
Feb 18, 2026 Canadian immigration officers investigating hundreds …
We need something like ICE find them round them up and send them back
We need something like ICE find them round them up and send them back
Identity Attack0.03636306
Insult0.04383647
Profanity0.030389199
Threat0.20938614
Severe Toxicity0.01502803
Low Tox 0.23090743 Low Con 0.155 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
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 …

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.