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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: "And the liberals will do …" 1,410 comments · Page 16 of 57
The government 45000 brats didn't show up to schools in Canada 2025 and the liberals India minister should have expulsion of India BRATS 2025
The government 45000 brats didn't show up to schools in Canada 2025 and the liberals India minister should have expulsion of India BRATS 2025
Identity Attack0.44690517
Insult0.40243408
Profanity0.14754629
Threat0.064645745
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.135 Unverified_Claim
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
CANADA IS RUINED 👳🏾‍♂️👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡🤡 THANK YOU LIBERALS 🤡🤡🤡🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️
CANADA IS RUINED 👳🏾‍♂️👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡🤡 THANK YOU LIBERALS 🤡🤡🤡🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️
Identity Attack0.28034934
Insult0.30797598
Profanity0.06044999
Threat0.023544617
Severe Toxicity0.020644438
Moderate 0.39842087 Low Con 0.193 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Lol conservative has been saying that but liberals and their sheeps enjoyed massive immigration
Lol conservative has been saying that but liberals and their sheeps enjoyed massive immigration
Identity Attack0.2783691
Insult0.40975618
Profanity0.17241211
Threat0.009851551
Severe Toxicity0.01644827
Moderate 0.39842087 Low Con 0.244 Identity_Assertion
Jan 19, 2026 4 likes Why Canada’s immigration system has …
Im sick of the Liberal government they all need to go and dont care how
Im sick of the Liberal government they all need to go and dont care how
Identity Attack0.22859548
Insult0.36365277
Profanity0.14490221
Threat0.019746035
Severe Toxicity0.014769804
Moderate 0.3974717 Low Con 0.268 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
guess what ! the wokie liberal gov't doesn't care about you real canadians ! its their precious miugrants they want & love ! real canaDIANS ARE BEING REPLACED ! SO WHY WOULD ANY GOV'T CARE …
guess what ! the wokie liberal gov't doesn't care about you real canadians ! its their precious miugrants they want & love ! real canaDIANS ARE BEING REPLACED ! SO WHY WOULD ANY GOV'T CARE ABOUT REAL CANADIANS ! YU DONT MATTER ANYMORE !!!
Identity Attack0.37222284
Insult0.34392178
Profanity0.072882555
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.3974717 Moderate Con 0.323 Identity_Assertion
Sep 8, 2025 Why Canadians Are Turning Against …
Watch the Liberals will talk about doing something and talk some more and do NOTHING!!!!! Then make all the Fraudsters citizens ! Way to go liberals !!!!!!!
Watch the Liberals will talk about doing something and talk some more and do NOTHING!!!!! Then make all the Fraudsters citizens ! Way to go liberals !!!!!!!
Identity Attack0.12440576
Insult0.43296707
Profanity0.041160982
Threat0.016292779
Severe Toxicity0.010986328
Moderate 0.3974717 Low Con 0.157 Policy_Critique
Sep 30, 2025 1 likes IRCC Names India in Study …
STOP VOTING LIBERAL! THEY ARE DELIBERATELY DESTROYING ALL OF US, IMMIGRANTS INCLUDED! This video is spot on, thank you for your efforts! This liberal government needs to be held accountable to the highest extent. The …
STOP VOTING LIBERAL! THEY ARE DELIBERATELY DESTROYING ALL OF US, IMMIGRANTS INCLUDED! This video is spot on, thank you for your efforts! This liberal government needs to be held accountable to the highest extent. The punishment should be life, they have ruined so many lives that theirs should be ruined also!
Identity Attack0.29035977
Insult0.2679134
Profanity0.035900343
Threat0.2836219
Severe Toxicity0.020257099
Moderate 0.3974717 Constructive 0.555 Call_To_Action
Aug 27, 2025 Why Canadians Are Turning Against …
A New year of more corrupt liberal government
A New year of more corrupt liberal government
Identity Attack0.14661247
Insult0.4302003
Profanity0.089370176
Threat0.009696201
Severe Toxicity0.009231567
Moderate 0.3972142 Low Con 0.232
Jan 4, 2026 New rules, regulations take effect …
Canada government liberals don't know where all these illegal scammer students are? Do they know anything? Does the government know how many of these are terrorists
Canada government liberals don't know where all these illegal scammer students are? Do they know anything? Does the government know how many of these are terrorists
Identity Attack0.27991617
Insult0.42743355
Profanity0.05393682
Threat0.01187109
Severe Toxicity0.013285006
Moderate 0.3969567 Low Con 0.216
Sep 29, 2025 IRCC Names India in Study …
CSIS needs to put these liberals in handcuffs
CSIS needs to put these liberals in handcuffs
Identity Attack0.31015682
Insult0.24561718
Profanity0.104876526
Threat0.44942492
Severe Toxicity0.023076924
Moderate 0.3969567 Low Con 0.126 Call_To_Action
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
It’s too late. Indian students have already destroyed Canada. Mass immigration have already destroyed Canada. Liberals have already destroyed Canada. All political Parties at all levels have already destroyed Canada. Brampton is the crime capital …
It’s too late. Indian students have already destroyed Canada. Mass immigration have already destroyed Canada. Liberals have already destroyed Canada. All political Parties at all levels have already destroyed Canada. Brampton is the crime capital of Canada.
Identity Attack0.43896464
Insult0.2817503
Profanity0.023789622
Threat0.046218675
Severe Toxicity0.016771052
Moderate 0.39669925 Low Con 0.224
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Hard truth. White people became spoiled with their lives. So many would rather live and burn through their desires in their youth than bother with getting married and having children. The drugged and homeless are …
Hard truth. White people became spoiled with their lives. So many would rather live and burn through their desires in their youth than bother with getting married and having children. The drugged and homeless are generally not immigrants but white Canadians, why? Brown families revere family, communal bonds, and dedication/loyal to kin. Will work hard, will be resourceful and they will network very efficiently amongst themselves, whereas Tim, Doug, and Mike from Canada want to drink, frolic, live out their s3xual desires and the few children born to such people end up like these or worse. Short answer, Canada needs taxpayers, Canadians need to have large families again and start having children, which also means taking marriage seriously again and perhaps becoming more religious. The decay of the western man is primarily due to the vices of feminism and liberalism which are horrible and dangerous ideologies, coupled with corrupt politicians and economic turmoil and atheistic mindset. The governments need workers, taxpayers etc and white Canadains are drowing in privledge
Identity Attack0.46028158
Insult0.29383746
Profanity0.10116278
Threat0.028206514
Severe Toxicity0.023076924
Moderate 0.39669925 Moderate Con 0.495 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
All Indians that came here under the Liberal government needs to go back i dont care if they got their PR and i can care less what anyone else thinks
All Indians that came here under the Liberal government needs to go back i dont care if they got their PR and i can care less what anyone else thinks
Identity Attack0.45348886
Insult0.24928534
Profanity0.15724123
Threat0.037530303
Severe Toxicity0.023106033
Moderate 0.39644176 Moderate Con 0.346
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Einstein once said " Whoever broke the system, Cannot fix the Problem" Big political changes need to be made. Problem is to many Woke Liberals voting in the same Political parties who have no Balls …
Einstein once said " Whoever broke the system, Cannot fix the Problem" Big political changes need to be made. Problem is to many Woke Liberals voting in the same Political parties who have no Balls to change immigration immediately. Yes Women and Metro Sexual Men Im talking about you. Not all but enough to Sway Election.
Identity Attack0.12556632
Insult0.29855028
Profanity0.27747265
Threat0.01119791
Severe Toxicity0.017029278
Moderate 0.39644176 Moderate Con 0.448
Aug 31, 2025 How Canada broke its immigration …
O Canada has become such a farce , this is so unbelievable , thanks to the liberals !!!!
O Canada has become such a farce , this is so unbelievable , thanks to the liberals !!!!
Identity Attack0.2854555
Insult0.40243408
Profanity0.038154904
Threat0.007909686
Severe Toxicity0.011062622
Moderate 0.39644176 Low Con 0.289
Sep 28, 2025 IRCC Names India in Study …
This isn’t Liberal incompetence — it’s self-funded corruption. They use taxpayer money to buy media, influence institutions, and protect themselves from accountability. Canadians are literally paying for their own political manipulation. Liberals = the most …
This isn’t Liberal incompetence — it’s self-funded corruption. They use taxpayer money to buy media, influence institutions, and protect themselves from accountability. Canadians are literally paying for their own political manipulation. Liberals = the most corrupt government in Canadian history: Green Slush Fund (SDTC) SNC-Lavalin Affair ArriveCAN Firearms Buyback fiasco WE Charity scandal Foreign interference Triad-linked organized crime in B.C. Fentanyl crisis Aga Khan vacation Investing in Canada Plan 2019 Election "Lavish" Spending Telford/Trudeau Staff Scandal Finance Minister Bill Morneau's Controversies Liberal MP Paul Chiang controversy Greenbelt scandal Montgomery Carney's countless conflicts of interest and his Brookfield $6.5B tax evasion. Chrystia Freeland Ukraine reconstruction funding controversy
Identity Attack0.34974504
Insult0.36709076
Profanity0.12551236
Threat0.022681303
Severe Toxicity0.021935565
Moderate 0.39441586 Low Con 0.3 Policy_Critique
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
Thank a Liberal for what we have become, Trudeau and now Carney.. Too many sheep.
Thank a Liberal for what we have become, Trudeau and now Carney.. Too many sheep.
Identity Attack0.048480038
Insult0.4339631
Profanity0.040158957
Threat0.007314181
Severe Toxicity0.0073242188
Moderate 0.39441586 Low Con 0.231 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
Liberals have destroyed our nation
Liberals have destroyed our nation
Identity Attack0.37292135
Insult0.24928534
Profanity0.15371579
Threat0.071698055
Severe Toxicity0.016190045
Moderate 0.39231625 Low Con 0.268 Policy_Critique
Jul 17, 2025 1 likes How Canada broke its immigration …
An entire panel of I'm guessing liberal women...and fraud. hmmm. yep nothing to see here....lol
An entire panel of I'm guessing liberal women...and fraud. hmmm. yep nothing to see here....lol
Identity Attack0.31015682
Insult0.37846634
Profanity0.050930742
Threat0.008582866
Severe Toxicity0.012359619
Moderate 0.39231625 Low Con 0.219 Meta_Commentary
Sep 30, 2025 IRCC Names India in Study …
Indian's look at Canada as a very easy to fooled country when it comes in immigration policy, all Indian's work together the one in India and the one who lives in Canada, opening a fraud …
Indian's look at Canada as a very easy to fooled country when it comes in immigration policy, all Indian's work together the one in India and the one who lives in Canada, opening a fraud school to sell course acceptance letter to be approved of student visa. They come not to study but to work and then later on apply for PR. Why do you think Indians are over populated in Canada? they flood the food bank and employment that is no longer available for the Canadian born youth. They are everywhere because they are preferable by greedy employer for cheap labour, the reason this people flood the food bank, theyre wages is not liveable in Canada. Canada becomes a joke since Trudeau took over the government, open border for fraudster to come in. Immigration policy will never be fix until the Liberal is kick out from power. I dont think we need more migrant for walmart tim horton, and uber!
Identity Attack0.46028158
Insult0.3486032
Profanity0.07255927
Threat0.010913103
Severe Toxicity0.020515325
Moderate 0.39231625 Constructive 0.653
Sep 29, 2025 IRCC Names India in Study …
Never, ever vote Liberal. You made your bed, now sleep in it. If you are are a white Canadian from birth, you are now the minority. This is not my Canada.😢
Never, ever vote Liberal. You made your bed, now sleep in it. If you are are a white Canadian from birth, you are now the minority. This is not my Canada.😢
Identity Attack0.4482637
Insult0.24835461
Profanity0.022559889
Threat0.010032792
Severe Toxicity0.016125489
Moderate 0.39021665 Moderate Con 0.366 Call_To_Action
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Liberal Multiculturalism policies creates hyphenated Canadians and racial ghettos. Little India, Little Italy, Little Jamaica...ad nauseam.
Liberal Multiculturalism policies creates hyphenated Canadians and racial ghettos. Little India, Little Italy, Little Jamaica...ad nauseam.
Identity Attack0.39966375
Insult0.35016364
Profanity0.03715288
Threat0.008945347
Severe Toxicity0.01573815
Moderate 0.39021665 Low Con 0.294
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada is cooked. Socialists and liberals ruin societies.
Canada is cooked. Socialists and liberals ruin societies.
Identity Attack0.36702603
Insult0.35161978
Profanity0.078378424
Threat0.021300001
Severe Toxicity0.013801457
Moderate 0.39021665 Low Con 0.182 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
This country has become a JOKE. Scared to be called racist, scared to be called transphobic, scared to be called Islamophobic, scared to be Canadian, if that even means anything anymore. We know it doesnt. …
This country has become a JOKE. Scared to be called racist, scared to be called transphobic, scared to be called Islamophobic, scared to be Canadian, if that even means anything anymore. We know it doesnt. Over a decade of liberal leadership has canada looking like a 3rd world country in decline. 🤢🤮 if they want it some much, let them have it. They will have to do it with out lands custodians that made it possible. Let them lay railways in their sandals in the snow for 100 years.
Identity Attack0.37152436
Insult0.36798462
Profanity0.04592061
Threat0.010369381
Severe Toxicity0.018320406
Moderate 0.38811707 Moderate Con 0.359 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
You can't blame India or Indians. Blame the liberals.
You can't blame India or Indians. Blame the liberals.
Identity Attack0.46028158
Insult0.2435641
Profanity0.08581402
Threat0.03407705
Severe Toxicity0.016577384
Moderate 0.38811707 Low Con 0.227 Policy_Critique
Jan 4, 2026 3 likes 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.