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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

click to expand

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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Active: "And the liberals will do …" 1,410 comments · Page 26 of 57
Thanks the liberal party for this mess
Thanks the liberal party for this mess
Identity Attack0.10221587
Insult0.24424846
Profanity0.07514556
Threat0.008582866
Severe Toxicity0.0061798096
Low Tox 0.2854903 Low Con 0.254 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Blame the Liberals not the immigrants. They let them in!
Blame the Liberals not the immigrants. They let them in!
Identity Attack0.30103904
Insult0.08484049
Profanity0.020442016
Threat0.010731863
Severe Toxicity0.0074768066
Low Tox 0.2854903 Low Con 0.218 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
LIBERALS FRINGE TELABAN
LIBERALS FRINGE TELABAN
Identity Attack0.14233272
Insult0.21836096
Profanity0.14402086
Threat0.015947454
Severe Toxicity0.015544481
Low Tox 0.2854869 Low Con 0.207
Oct 19, 2025 IRCC Names India in Study …
Let's vote concervators and everything will be all right and let finish that liberals .
Let's vote concervators and everything will be all right and let finish that liberals .
Identity Attack0.15517195
Insult0.077136256
Profanity0.037904397
Threat0.3203622
Severe Toxicity0.015092585
Low Tox 0.2854869 Low Con 0.223 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
This will instill hatred towards Indians in Canadians and ruin what could've been a great relationship for many generations. Good job, Liberals.
This will instill hatred towards Indians in Canadians and ruin what could've been a great relationship for many generations. Good job, Liberals.
Identity Attack0.316
Insult0.082372494
Profanity0.025634222
Threat0.012906751
Severe Toxicity0.0075531006
Low Tox 0.2854835 Moderate Con 0.364
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
aren't all Liberal MP's a failure to Canada? They are ruining Canada -all for votes and power! Not caring about Canada! As Carney have said: WHO CARES?
aren't all Liberal MP's a failure to Canada? They are ruining Canada -all for votes and power! Not caring about Canada! As Carney have said: WHO CARES?
Identity Attack0.073429056
Insult0.24630153
Profanity0.024951037
Threat0.010162249
Severe Toxicity0.0063323975
Low Tox 0.2854835 Moderate Con 0.337 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Wooo Chinanada here we come lol. Ah 10years of liberal government has destoryed our country. 😂
Wooo Chinanada here we come lol. Ah 10years of liberal government has destoryed our country. 😂
Identity Attack0.14661247
Insult0.16868424
Profanity0.025907494
Threat0.01187109
Severe Toxicity0.0064849854
Low Tox 0.28547668 Low Con 0.219 Humor_Satire
Jan 21, 2026 Canada’s new rules in 2026
Thank you for exposing this!!!! Canada's liberal government has sold out and destroyed this once great country
Thank you for exposing this!!!! Canada's liberal government has sold out and destroyed this once great country
Identity Attack0.13163337
Insult0.16831873
Profanity0.018597418
Threat0.015429466
Severe Toxicity0.0065231323
Low Tox 0.28547668 Moderate Con 0.431 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
We have lost our Country. Thanks to Liberals
We have lost our Country. Thanks to Liberals
Identity Attack0.17381613
Insult0.15698463
Profanity0.025907494
Threat0.009644418
Severe Toxicity0.006828308
Low Tox 0.2854733 Moderate Con 0.312 Identity_Assertion
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
😐😐😐CANADA IS DOOMED! These separatists are running from their own country and their only mantra is money. Liberal politicians are responsible for this invasion.
😐😐😐CANADA IS DOOMED! These separatists are running from their own country and their only mantra is money. Liberal politicians are responsible for this invasion.
Identity Attack0.1808059
Insult0.16883044
Profanity0.021876704
Threat0.009100696
Severe Toxicity0.007095337
Low Tox 0.2854733 Low Con 0.144 Fear_Threat
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Guys this is beyond blaming Indians. You all need to look at the people enabling all this. They have an agenda to digitize IDs. Indians are actually being used, and yes they are gladly coming …
Guys this is beyond blaming Indians. You all need to look at the people enabling all this. They have an agenda to digitize IDs. Indians are actually being used, and yes they are gladly coming to Canada, but this is all a part But this is all on purpose by our very own Liberal governments. Liberal is the key word. The people who defy God.
Identity Attack0.32184324
Insult0.10148193
Profanity0.027410502
Threat0.008634649
Severe Toxicity0.006942749
Low Tox 0.2853768 Moderate Con 0.48
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Orders coming from the PM is the blame for all liberal ministers actions and words. Fire all of them 😂
Orders coming from the PM is the blame for all liberal ministers actions and words. Fire all of them 😂
Identity Attack0.02238941
Insult0.08484049
Profanity0.02522431
Threat0.34804323
Severe Toxicity0.008010864
Low Tox 0.2853768 Low Con 0.158 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
It sickens me to see how much our dysfunctional government gives the new immigrants more money to live on then what they give CANADIAN SENIORS. We seniors have worked in Canada our whole lives. Seniors …
It sickens me to see how much our dysfunctional government gives the new immigrants more money to live on then what they give CANADIAN SENIORS. We seniors have worked in Canada our whole lives. Seniors are having to decide which bill to pay or miss the bill and buy food. I went to work at the age of 12. I had two paper routes to do before going to school which was a total of 7.00 a week. I also worked in a greenhouse after school and weekends for 50 cents an hour. Now being disabled I am not able to work even a part time job or even find a part time job. I have been looking for a part time job. I have sent out 250 resumes just last month and did not even get a rejection reply. My specialists asked me if I realized the harm I am doing to myself. What other choice do I have? The Liberal government have broken Canada.
Identity Attack0.10221587
Insult0.24928534
Profanity0.031140719
Threat0.007417747
Severe Toxicity0.006904602
Low Tox 0.2853768 Constructive 0.685 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving …
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving large handouts of of our Canadian tax dollars to support the new immigrants that our coming into Canada. Why is the government giving large hand outs to these Indian immigrants instead of helping us true Canadians who helped built this Country. It is a dam shame to see what the Liberal Government our doing to this country of ours were many are homeless, high cost of living and the high crimes that happens every day in Canada and what does the government do is let these criminals back into our streets where us true Canadians do not feel safe any more. The one thing that pisses me off is seeing is all these new immigrants coming into Canada by the thousands that are taking away our Canadian entry jobs like Walmart, McDonalds and A & W fast food restaurant where as our young born Canadian students and others can not find a job to help them pay for there school loans and get a good education degree. We need to put a stop to this. For enough is enough before our Liberal Government destroys our country.
Identity Attack0.2331515
Insult0.18604483
Profanity0.1719469
Threat0.008738215
Severe Toxicity0.012054443
Low Tox 0.28425202 Constructive 0.688 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Thats what the Liberal Voters want. Unvetted, unskilled immigrants that are dependent on the taxpayers for LIFE
Thats what the Liberal Voters want. Unvetted, unskilled immigrants that are dependent on the taxpayers for LIFE
Identity Attack0.27778897
Insult0.11172232
Profanity0.020100424
Threat0.055917133
Severe Toxicity0.010986328
Low Tox 0.28425202 Low Con 0.197
Nov 28, 2025 Why Canadians Are Turning Against …
You can thank your liberal federal government and it all the lemming in the east that voted them in. Alberta independence soon to escape the insanity.
You can thank your liberal federal government and it all the lemming in the east that voted them in. Alberta independence soon to escape the insanity.
Identity Attack0.034816213
Insult0.25205973
Profanity0.026317406
Threat0.0077672824
Severe Toxicity0.0039100647
Low Tox 0.28312725 Low Con 0.215 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
Why blame a certain community? Liberals let in illegal migrants! And the unjust benefit system has ruined the fabric of the society.
Why blame a certain community? Liberals let in illegal migrants! And the unjust benefit system has ruined the fabric of the society.
Identity Attack0.27798235
Insult0.107333586
Profanity0.019963788
Threat0.009023022
Severe Toxicity0.0060653687
Low Tox 0.28312725 Moderate Con 0.35 Policy_Critique
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
So they come here on a student visa and then their family has a reason to come visit and they never go home. And we do nothing about it as per usual. Liberals are a …
So they come here on a student visa and then their family has a reason to come visit and they never go home. And we do nothing about it as per usual. Liberals are a free for all why are we even paying taxes anymore anyway? For lip service? If the conservatives aren’t going to do anything then shut up already. Quit wasting taxpayers money on this if nothing is going to happen about it.
Identity Attack0.025806036
Insult0.22770336
Profanity0.0569429
Threat0.013372798
Severe Toxicity0.007820129
Low Tox 0.28312725 Moderate Con 0.374
Sep 29, 2025 IRCC Names India in Study …
99% of the India MBA international students from Vancouver West College are working in Tim Hortons, underground constructions, security guards… Liberals should be hold responsible for their changes of policies and incompetence
99% of the India MBA international students from Vancouver West College are working in Tim Hortons, underground constructions, security guards… Liberals should be hold responsible for their changes of policies and incompetence
Identity Attack0.11860296
Insult0.25007802
Profanity0.016547862
Threat0.0068999166
Severe Toxicity0.0041007996
Low Tox 0.28312725 Low Con 0.244 Unverified_Claim
Oct 1, 2025 12 likes IRCC Names India in Study …
Its your Tax Money$$$ Soft on Crime Liberals in your pockets.
Its your Tax Money$$$ Soft on Crime Liberals in your pockets.
Identity Attack0.099899694
Insult0.24928534
Profanity0.019690514
Threat0.009877442
Severe Toxicity0.005874634
Low Tox 0.2820025 Low Con 0.128
Sep 30, 2025 3 likes IRCC Names India in Study …
Canadian liberal govt wants to destroy Canada, Canadian values, and the Canadian culture.
Canadian liberal govt wants to destroy Canada, Canadian values, and the Canadian culture.
Identity Attack0.26155844
Insult0.06774519
Profanity0.020646973
Threat0.13178273
Severe Toxicity0.008621216
Low Tox 0.2820025 Low Con 0.152 Policy_Critique
Jan 27, 2026 158 likes Inside Canada's Indian Invasion...
Canada, systematically destroyed by the Liberals who obey their WEF masters.
Canada, systematically destroyed by the Liberals who obey their WEF masters.
Identity Attack0.16159154
Insult0.16861114
Profanity0.022969801
Threat0.03373172
Severe Toxicity0.0063705444
Low Tox 0.28087774 Low Con 0.141 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
We as Canadians are having a hard time finding work as the Liberals are killing people off the English speaking culture.
We as Canadians are having a hard time finding work as the Liberals are killing people off the English speaking culture.
Identity Attack0.23542951
Insult0.0820023
Profanity0.025360947
Threat0.1575099
Severe Toxicity0.008392334
Low Tox 0.27975297 Moderate Con 0.365 Economic_Argument
Feb 6, 2026 1 likes Why Canadians Are Turning Against …
Liberal voters are really poor at math. One woman said it cost $2 a week for a family of 4 in health care costs for refugees. She was off by $985 million for all refugees.
Liberal voters are really poor at math. One woman said it cost $2 a week for a family of 4 in health care costs for refugees. She was off by $985 million for all refugees.
Identity Attack0.12440576
Insult0.24903896
Profanity0.019963788
Threat0.006809296
Severe Toxicity0.0041007996
Low Tox 0.27750343 Moderate Con 0.452 Policy_Critique
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
Just a tiny glimpse at how bad it is, crimes across the board way up, B.C wants a state of emergency called because of all the extortion and shootings. Liberals destroyed Canada.
Just a tiny glimpse at how bad it is, crimes across the board way up, B.C wants a state of emergency called because of all the extortion and shootings. Liberals destroyed Canada.
Identity Attack0.10221587
Insult0.14331897
Profanity0.021466793
Threat0.13178273
Severe Toxicity0.0063323975
Low Tox 0.27750343 Moderate Con 0.41 Fear_Threat
Jan 29, 2026 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.