Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "You can thank the Liberals …" 133 comments · Page 3 of 6
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 …
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)
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 …
Every GD fast food joint and Walmart and Tim Hortons are over populated with Indians. No room for any one else to even get a starter job. Thank you Boomers for voting Liberal!
Every GD fast food joint and Walmart and Tim Hortons are over populated with Indians. No room for any one else to even get a starter job. Thank you Boomers for voting Liberal!
Identity Attack0.28034934
Insult0.107333586
Profanity0.021398475
Threat0.008298059
Severe Toxicity0.008659363
Low Tox 0.27047762 Moderate Con 0.435 Economic_Argument
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they …
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they won't fit in the workplace culture. They've been taking the excessive handouts from the Canadian government and are slowly buying up tons of real estate. Its everywhere in canada. Brampton is just ground zero. What's it like? We just got a new Walmart down the street. They took a staff picture and it was 80% indian people. Hardly any locals got jobs there instead its mostly "new citizens" who have lived here less than a year or two. Every day there's more of them. And because of our liberal government and tax breaks and all sorts of racist allowances these people have got, they all have money and houses and new cars when they were dirt poor in India like 3 years ago. They get interest free loans from banks, they get daily per diems and housing as soon as they get here. Keep in mind tent cities are growing rapidly in Canada. And our government is spending HUGE amounts of our tax dollars to subsidize this takeover. And try living here and renting. Due to this influx, a bungalow that was 1500 a month 10 years ago, is now 4500 a month and youre renting off an Indian person. Word to the wise tho, dont even bring up the tow truck businesses. They'll shoot you And last but not least our retarded government just passed a birthright citizen law for them. So now if you come here from India even if only for a couple years, ALL subsequent offspring of yours can immediately get citizenship here no question asked. We are so fucked
Identity Attack0.28034934
Insult0.14150882
Profanity0.036651865
Threat0.008466354
Severe Toxicity0.00869751
Low Tox 0.25462922 Constructive 0.732 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Thanks Liberals for this disappointment
Thanks Liberals for this disappointment
Identity Attack0.10221587
Insult0.16551061
Profanity0.029050145
Threat0.007793174
Severe Toxicity0.004425049
Low Tox 0.25462922 Low Con 0.27
Dec 10, 2025 Inside Canada's Indian Metropolis (Brampton)
«Canada has changed». Yes, it's become more and more brown, all thanks to liberal policies.
«Canada has changed». Yes, it's become more and more brown, all thanks to liberal policies.
Identity Attack0.2803029
Insult0.06774519
Profanity0.01627459
Threat0.007365964
Severe Toxicity0.005607605
Low Tox 0.2412222 Low Con 0.285 Identity_Assertion
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank a liberal for the mess we are in
Thank a liberal for the mess we are in
Identity Attack0.10221587
Insult0.13969865
Profanity0.03915693
Threat0.008582866
Severe Toxicity0.0045394897
Low Tox 0.2359567 Low Con 0.273 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
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 …
You can Thank Justin Trudeau and Mark Carney the Liberal government for the downfall of Canadian Society.
You can Thank Justin Trudeau and Mark Carney the Liberal government for the downfall of Canadian Society.
Identity Attack0.050443888
Insult0.1087965
Profanity0.014122557
Threat0.008686432
Severe Toxicity0.0035095215
Low Tox 0.20032968 Low Con 0.26
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Thank our liberals for all the immigrants from India. Now he's making more deals with them. They are nothing like us.
Thank our liberals for all the immigrants from India. Now he's making more deals with them. They are nothing like us.
Identity Attack0.20680901
Insult0.06372428
Profanity0.019963788
Threat0.0071717775
Severe Toxicity0.0037574768
Low Tox 0.20032968 Moderate Con 0.338 Policy_Critique
Mar 3, 2026 Inside Canada's Indian Invasion...
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in …
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in sight and yet immigration gets housing and money from the government, while seniors get a small pension young people with children are struggling. The government has lost its priorities giving our tax dollars away. Mark Carney is not a politician. He’s a banker. The liberals have to go.
Identity Attack0.084182754
Insult0.08212569
Profanity0.012687869
Threat0.00899713
Severe Toxicity0.00333786
Low Tox 0.19029272 Constructive 0.601 Policy_Critique
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …
Man even i as an indian say that there are way too many indians in canada and all thanks to canadas extreme liberal migratory policy
Man even i as an indian say that there are way too many indians in canada and all thanks to canadas extreme liberal migratory policy
Identity Attack0.21668483
Insult0.04090862
Profanity0.024541125
Threat0.006977591
Severe Toxicity0.004787445
Low Tox 0.18649188 Moderate Con 0.422 Personal_Narrative
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Thanks to Liberal Party. We Canadian not getting jobs but Indians getting jobs.
Thanks to Liberal Party. We Canadian not getting jobs but Indians getting jobs.
Identity Attack0.18546575
Insult0.05262003
Profanity0.013507691
Threat0.0062849927
Severe Toxicity0.0036239624
Low Tox 0.1798404 Moderate Con 0.361
Dec 24, 2025 2 likes IRCC Names India in Study …
I have been working desperately to leave Canada. I would rather live in a 2nd or 3rd world that doesn't allow their country to be over run by globalist liberal schills. If i'm going to …
I have been working desperately to leave Canada. I would rather live in a 2nd or 3rd world that doesn't allow their country to be over run by globalist liberal schills. If i'm going to be taxed into oblivion and forced to shell out 200% inflation for everything every year... I can be poor elsewhere thanks.
Identity Attack0.07094744
Insult0.0810151
Profanity0.01887069
Threat0.0074565844
Severe Toxicity0.0037384033
Low Tox 0.17458448 Moderate Con 0.441
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
EVERYBODY BLAME & THANK LIBERAL & NDP VOTERS FOR THIS!!
EVERYBODY BLAME & THANK LIBERAL & NDP VOTERS FOR THIS!!
Identity Attack0.054763943
Insult0.07270074
Profanity0.014703264
Threat0.008945347
Severe Toxicity0.004310608
Low Tox 0.17371799 Low Con 0.252 Call_To_Action
Feb 23, 2026 2 likes LILLEY UNLEASHED: The fall of …
sad to see canada going down the drain thank you liberals
sad to see canada going down the drain thank you liberals
Identity Attack0.08831879
Insult0.07555214
Profanity0.015181494
Threat0.008052089
Severe Toxicity0.003566742
Low Tox 0.17025198 Low Con 0.274 Policy_Critique
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
There are absolutely no vetting with this and tons of fraud but no interest or money placed in this area. Thanks Liberals
There are absolutely no vetting with this and tons of fraud but no interest or money placed in this area. Thanks Liberals
Identity Attack0.023193322
Insult0.0838533
Profanity0.015932998
Threat0.0063885585
Severe Toxicity0.0021648407
Low Tox 0.16765249 Low Con 0.222
Sep 30, 2025 IRCC Names India in Study …
And we question why President Trump is being so hard on Canada. We are a huge security threat. And it’s getting worse. Thanks Liberals.
And we question why President Trump is being so hard on Canada. We are a huge security threat. And it’s getting worse. Thanks Liberals.
Identity Attack0.03636306
Insult0.075868964
Profanity0.01402008
Threat0.011638066
Severe Toxicity0.0032997131
Low Tox 0.16765249 Moderate Con 0.34 Fear_Threat
Feb 27, 2026 21 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
$78Million to deport 18,000?! Another bureaucratic catastrophe!! Now we only have about 600,000 to go!! Wait til you see the cost for this!! Thank you Liberal voters.
$78Million to deport 18,000?! Another bureaucratic catastrophe!! Now we only have about 600,000 to go!! Wait til you see the cost for this!! Thank you Liberal voters.
Identity Attack0.034558404
Insult0.06354945
Profanity0.013268576
Threat0.009592636
Severe Toxicity0.0030517578
Low Tox 0.1641865 Moderate Con 0.355
Dec 25, 2025 1 likes Deportations From Canada at Their …
Well on our way to becoming a low-trust society. Thank a liberal voter.
Well on our way to becoming a low-trust society. Thank a liberal voter.
Identity Attack0.040745795
Insult0.075868964
Profanity0.013473531
Threat0.0068869707
Severe Toxicity0.002374649
Low Tox 0.16043124 Low Con 0.269 Fear_Threat
Feb 24, 2026 1 likes 'We do know that there's …
Thanks to the liberals . It's the right time someone spoke about this mess.
Thanks to the liberals . It's the right time someone spoke about this mess.
Identity Attack0.021585498
Insult0.0813853
Profanity0.020646973
Threat0.007340072
Severe Toxicity0.0022125244
Low Tox 0.15987846 Moderate Con 0.354 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
They switched Canada to third world country thanks to liberals government.
They switched Canada to third world country thanks to liberals government.
Identity Attack0.10221587
Insult0.06564732
Profanity0.013712646
Threat0.0063367756
Severe Toxicity0.0030517578
Low Tox 0.1587729 Low Con 0.121
Jan 27, 2026 Inside Canada's Indian Invasion...
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians …
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians along with immigrants who came here in the ’70s, ’80s, and ’90s had one goal in mind to work hard, build a better life, and help "make Canada a stronger and more prosperous country". Their efforts over the last 60 years are clear in the Canada we inherited. In contrast, the Liberal and NDP approach has been to ignore these warnings and push policies that are eroding the very foundations of what made this country thrive. Instead of focusing on integration, responsibility, and opportunity, they are enabling divisions and importing problems rather than solutions. So, to the commenters who keep voting Liberal and NDP: thank you because you are ensuring this decline will continue.
Identity Attack0.10221587
Insult0.076502606
Profanity0.015864678
Threat0.0074824756
Severe Toxicity0.0034713745
Low Tox 0.15822013 Constructive 0.721
Sep 19, 2025 14 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.