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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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Active: "And the liberals will do …" 1,410 comments · Page 41 of 57
Taxation into poverty is the goal of this liberal regime. Canadians are being replaced for Carneys New World Order.
Taxation into poverty is the goal of this liberal regime. Canadians are being replaced for Carneys New World Order.
Identity Attack0.051126
Insult0.05086332
Profanity0.011936366
Threat0.0071070488
Severe Toxicity0.0023174286
Low Tox 0.113263406 Low Con 0.175 Unverified_Claim
Jan 20, 2026 Canada’s new rules in 2026
LIBERAL = Marie Antoinette party "no bread? let them eat cake"
LIBERAL = Marie Antoinette party "no bread? let them eat cake"
Identity Attack0.04280826
Insult0.04207976
Profanity0.014293353
Threat0.007586042
Severe Toxicity0.0027275085
Low Tox 0.11316007 Low Con 0.177
Jan 4, 2026 New rules, regulations take effect …
Liberals are buying future votes with our taxes.
Liberals are buying future votes with our taxes.
Identity Attack0.027413858
Insult0.06023245
Profanity0.014976538
Threat0.006912862
Severe Toxicity0.001964569
Low Tox 0.11316007 Low Con 0.142 Policy_Critique
Feb 27, 2026 'We do know that there's …
All the Liberals on her crying about immigration but won't vote for change. I dont feel bad for them ..... this is what they keep voting for.
All the Liberals on her crying about immigration but won't vote for change. I dont feel bad for them ..... this is what they keep voting for.
Identity Attack0.043839492
Insult0.04969218
Profanity0.013336895
Threat0.0069387536
Severe Toxicity0.0022220612
Low Tox 0.11305673 Moderate Con 0.4
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
If the Liberals stays in power for another 4 years, I can not imagine what people would suffer by then.
If the Liberals stays in power for another 4 years, I can not imagine what people would suffer by then.
Identity Attack0.028886627
Insult0.028392024
Profanity0.016411226
Threat0.036839653
Severe Toxicity0.0031089783
Low Tox 0.11305673 Moderate Con 0.365
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Liberals buying votes with tax payers funds
Liberals buying votes with tax payers funds
Identity Attack0.031464707
Insult0.053205602
Profanity0.0166845
Threat0.0071070488
Severe Toxicity0.0021648407
Low Tox 0.11305673 Low Con 0.181 Policy_Critique
Jan 22, 2026 Canada’s new rules in 2026
One word to all this. LIBERALS!!!!
One word to all this. LIBERALS!!!!
Identity Attack0.050216515
Insult0.035443626
Profanity0.017777596
Threat0.008738215
Severe Toxicity0.004043579
Low Tox 0.112953395 Low Con 0.193 Policy_Critique
Nov 22, 2025 1 likes Thousands of refugees allowed into …
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example …
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example why they want this, look at all fast food employees... big corporation in partners with the banks and government bringing in pretty much modern day slave labour with big government wage subsidies. Why not do some real work as journalist.
Identity Attack0.024198212
Insult0.04442204
Profanity0.013985921
Threat0.0072882893
Severe Toxicity0.0023078918
Low Tox 0.112850055 Moderate Con 0.386 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
So the liberals one touch immigration system doesn’t work? No kidding.
So the liberals one touch immigration system doesn’t work? No kidding.
Identity Attack0.037909906
Insult0.036214896
Profanity0.015830519
Threat0.0067251488
Severe Toxicity0.0018310547
Low Tox 0.112643376 Low Con 0.168 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for a while with Trump in office hoping the next one will continue his fight for his people. Canadians are the one to blame and not this politicians. Elbow up huh??? You really don’t know how Trump trying to save North America and recalibrate it for the goodness of its people living in it.
Identity Attack0.041003603
Insult0.054962315
Profanity0.015249812
Threat0.0074048014
Severe Toxicity0.0024318695
Low Tox 0.112643376 Constructive 0.506 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canadians can't afford to have babies. I don't know what makes the government or the immigrants they bring in think that, after the free government stipends and support ends, theyll be able to afford to …
Canadians can't afford to have babies. I don't know what makes the government or the immigrants they bring in think that, after the free government stipends and support ends, theyll be able to afford to have babies. They won't. They'll be in the same position most Canadians are in: working their life away to pay their bills, and having the government take half their income in the form of taxes in order to pay for all the NEW immigrants who arrive. I'm guessing that's partly why a lot of new immigrants are leaving Canada shortly after they arrive: they were sold a fairy tale that no longer exists, and probably won't exist again until Canadians wake up and vote out the Liberal party.
Identity Attack0.08087392
Insult0.035333443
Profanity0.015010698
Threat0.007353018
Severe Toxicity0.0032043457
Low Tox 0.112540044 Constructive 0.594
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Spot on One of the rare few BEST casts I have watched. Every word is correct said. I am Canadian, I've been to Jamaica and fell in love with the beautiful country and people. I …
Spot on One of the rare few BEST casts I have watched. Every word is correct said. I am Canadian, I've been to Jamaica and fell in love with the beautiful country and people. I was hoping to live out my final years in Jamaica, but Canada's Liberal government has drained and taken that dream from me and made that move unaffordable now because of their destructive policies. 😢
Identity Attack0.023595277
Insult0.0638991
Profanity0.012517073
Threat0.00636914
Severe Toxicity0.0016593933
Low Tox 0.112436704 Constructive 0.796
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
It's like Afghanistan every where in Canada now thanks to the liberal
It's like Afghanistan every where in Canada now thanks to the liberal
Identity Attack0.07673789
Insult0.028612386
Profanity0.014293353
Threat0.008052089
Severe Toxicity0.0031852722
Low Tox 0.112333365 Low Con 0.244 Fear_Threat
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Europe is tightening up expelling illegal immigration’s and we have them in Canada. This government needs to change. I know I won’t be electing the next time. When liberals are in we pay the price.
Europe is tightening up expelling illegal immigration’s and we have them in Canada. This government needs to change. I know I won’t be electing the next time. When liberals are in we pay the price.
Identity Attack0.07094744
Insult0.029934563
Profanity0.0108774295
Threat0.008453408
Severe Toxicity0.0024032593
Low Tox 0.11223003 Constructive 0.508
Oct 8, 2025 1 likes Why Canadians Are Turning Against …
I will never forgive the liberals for what they did.
I will never forgive the liberals for what they did.
Identity Attack0.043839492
Insult0.032248367
Profanity0.016103793
Threat0.008362788
Severe Toxicity0.002412796
Low Tox 0.11212669 Moderate Con 0.378 Policy_Critique
Oct 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian immigration is a vote factory , liberals handing out free money so they vote for who pays them
Canadian immigration is a vote factory , liberals handing out free money so they vote for who pays them
Identity Attack0.06294931
Insult0.033901088
Profanity0.012107162
Threat0.0064015044
Severe Toxicity0.0020313263
Low Tox 0.11212669 Low Con 0.116
Dec 26, 2025 1 likes Deportations From Canada at Their …
The number has increased because Trudeau and the Liberals let millions of unvented people into Canada. It takes years to remove them. This is a drop in the bucket.
The number has increased because Trudeau and the Liberals let millions of unvented people into Canada. It takes years to remove them. This is a drop in the bucket.
Identity Attack0.024198212
Insult0.036809623
Profanity0.012141321
Threat0.022335978
Severe Toxicity0.0032424927
Low Tox 0.11212669 Moderate Con 0.367 Policy_Critique
Dec 25, 2025 10 likes Deportations From Canada at Their …
true canadians did not vote for liberals,, the mass gimmigrants did,, they are magority now,, trudeau and carney put them in for votes,, and paid for them to come,,
true canadians did not vote for liberals,, the mass gimmigrants did,, they are magority now,, trudeau and carney put them in for votes,, and paid for them to come,,
Identity Attack0.06294931
Insult0.035774168
Profanity0.012107162
Threat0.0069905366
Severe Toxicity0.0023078918
Low Tox 0.11202335 Low Con 0.218
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
The massive majority of Indians I've met in Canada have been absolutely kind. I have no ill will for the people. I do have ill will for our liberal government though. There's just too many …
The massive majority of Indians I've met in Canada have been absolutely kind. I have no ill will for the people. I do have ill will for our liberal government though. There's just too many people coming in at once. In 2025 we had 415,000 new permanent residences. 2024 it was 425,000. The liberal government said they were going to lower immigration and they didn't. They gutted the international student program but they kept the influx of permanent residences coming in because they're not done buying votes.
Identity Attack0.07508347
Insult0.03885912
Profanity0.020510335
Threat0.007598988
Severe Toxicity0.0028038025
Low Tox 0.11202335 Constructive 0.75 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
South @sians dont "integrate / assimilate because they know they dont have to ! They can find whatever community resources (financial, legal, medical, et al) without having to step outside the community. They have been …
South @sians dont "integrate / assimilate because they know they dont have to ! They can find whatever community resources (financial, legal, medical, et al) without having to step outside the community. They have been able to "replicate" India in their Host country. Unfortunately, the Liberal Party's Misguided Multicultur@lism Policies and Incentivization of Illeg@l / Mass Immigration has exacerbated this problem. I think what local Canadians may resent so much is the new Competition for whatever low - wage labour and community resources are left over post Pandemic. Also, if one listens closely (Euro) Canadians) resent the imposition of Old Country religious / group cultural practices have "overflowed" into the public Commons rather than kept private. The unspoken "demand" that Locals get use to these cultural differences / just suck it up causes some rancor.
Identity Attack0.06340405
Insult0.045007613
Profanity0.015625564
Threat0.0067769317
Severe Toxicity0.0028419495
Low Tox 0.11181668 Constructive 0.732 Policy_Critique
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It’s the bash the liberal show here. not one comment shows a solution to the perceived problem. Well, I got one for you. PP is a mini Trump. Let’s have more heroes, floor crossers., that’s …
It’s the bash the liberal show here. not one comment shows a solution to the perceived problem. Well, I got one for you. PP is a mini Trump. Let’s have more heroes, floor crossers., that’s my solution to PP.
Identity Attack0.010951365
Insult0.05262003
Profanity0.014293353
Threat0.010809537
Severe Toxicity0.0024414062
Low Tox 0.11181668 Moderate Con 0.362 Meta_Commentary
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
It’s good to hear some are thinking of leaving to the US. I truly wish for their success. I worked at a college that became a diploma mill in Vancouver and you couldn’t go to …
It’s good to hear some are thinking of leaving to the US. I truly wish for their success. I worked at a college that became a diploma mill in Vancouver and you couldn’t go to the men’s room without seeing 3 or 4 dudes hanging out. Foreign students also take from the food banks enough to have 1st year students now banned and many people no longer donate. I generally have great experiences Indian people, and have travelled India extensively, but if you let in too many of one type the native population will have a hard time and the immigrants themselves won’t integrate and build their own society. Blame the Liberal government.
Identity Attack0.08583717
Insult0.033790905
Profanity0.023584666
Threat0.012026439
Severe Toxicity0.0037384033
Low Tox 0.11161 Constructive 0.762 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Your preaching to the choir, we are DOOMED to permanent Liberal ideology here in Canada
Your preaching to the choir, we are DOOMED to permanent Liberal ideology here in Canada
Identity Attack0.029660052
Insult0.047935467
Profanity0.012038844
Threat0.0065956907
Severe Toxicity0.00207901
Low Tox 0.11150667 Low Con 0.266 Fear_Threat
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
Canada will need a Revolution, Canadians vs. Liberals, to fix this country.
Canada will need a Revolution, Canadians vs. Liberals, to fix this country.
Identity Attack0.07177465
Insult0.031036375
Profanity0.011816809
Threat0.011741633
Severe Toxicity0.003376007
Low Tox 0.11150667 Low Con 0.214 Call_To_Action
Jan 5, 2026 Migrants cross into Canada near …
Bravo, openly Michelle 👏 The host seems to favor the liberals and dislikes conservatives
Bravo, openly Michelle 👏 The host seems to favor the liberals and dislikes conservatives
Identity Attack0.041003603
Insult0.03827355
Profanity0.013576009
Threat0.007145886
Severe Toxicity0.0016117096
Low Tox 0.11150667 Moderate Con 0.327 Meta_Commentary
Feb 24, 2026 6 likes 'We do know that there's …

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.