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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 813 of 1230
Some politicians needed new votes to stay in power, so they opened wide the doors, inviting them and giving them benefits (paid for by taxpayers) without giving a dam that Canada was already in a …
Some politicians needed new votes to stay in power, so they opened wide the doors, inviting them and giving them benefits (paid for by taxpayers) without giving a dam that Canada was already in a housing crisis, Canada HAS to turn the "NO VACANCY" light on and send a bunch back. And before any governments send $$$ care packages to another country, Canadians should be asked if yes or no and about how much, NOT the governments. They are there to work FOR us not us for them!
Identity Attack0.014249804
Insult0.038566336
Profanity0.055940874
Threat0.0065697995
Severe Toxicity0.0027275085
Low Tox 0.102192536 Constructive 0.54 Policy_Critique
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
The West has fallen
The West has fallen
Identity Attack0.036878675
Insult0.024511116
Profanity0.028230323
Threat0.01086132
Severe Toxicity0.0032424927
Low Tox 0.102192536 Low Con 0.205 Fear_Threat
Oct 22, 2025 2 likes IRCC Names India in Study …
Eh..... that is to high of a price... all because they let the wrong people in. If it cost tax payers that much than i would rather spend it on screening than deportation.
Eh..... that is to high of a price... all because they let the wrong people in. If it cost tax payers that much than i would rather spend it on screening than deportation.
Identity Attack0.025605056
Insult0.030154925
Profanity0.012482914
Threat0.0100069
Severe Toxicity0.002193451
Low Tox 0.102192536 Moderate Con 0.464
Dec 25, 2025 Deportations From Canada at Their …
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All …
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All 2 billion ? what’s the limit? And what happens when you reach the limit and they still keep coming in ?
Identity Attack0.047190998
Insult0.026960457
Profanity0.015591404
Threat0.007353018
Severe Toxicity0.0023269653
Low Tox 0.102192536 Moderate Con 0.325
Mar 24, 2018 1 likes How much do refugees and …
I think Tyler is a reasonable person. The more he learns about Indians the more he will like them especially as cultural differences soften.
I think Tyler is a reasonable person. The more he learns about Indians the more he will like them especially as cultural differences soften.
Identity Attack0.10221587
Insult0.023866551
Profanity0.022628209
Threat0.0077025536
Severe Toxicity0.0033950806
Low Tox 0.102192536 Constructive 0.548 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
It's about time, they already don't help those in need who have lived here since the beginning and they give much more to immigrants.
It's about time, they already don't help those in need who have lived here since the beginning and they give much more to immigrants.
Identity Attack0.08252834
Insult0.024640027
Profanity0.011902207
Threat0.006207318
Severe Toxicity0.0016880035
Low Tox 0.102192536 Constructive 0.543
Nov 28, 2025 Quebec Ends Economic Immigration Program …
12:29 😂😂😂😂 I wonder what he thought when seeing that picture 😂😂.
12:29 😂😂😂😂 I wonder what he thought when seeing that picture 😂😂.
Identity Attack0.008694496
Insult0.017936565
Profanity0.04065997
Threat0.012699619
Severe Toxicity0.005455017
Low Tox 0.102192536 Moderate Con 0.37 Humor_Satire
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
Way too many and jobs Canadians need are being taken. Homeless shelters at capacity . healthcare crashing. Canada already crashing financially and they continue to bring 3rd world into a country needing to breathe. Also …
Way too many and jobs Canadians need are being taken. Homeless shelters at capacity . healthcare crashing. Canada already crashing financially and they continue to bring 3rd world into a country needing to breathe. Also 'Secret RCMP report warns Canadians may revolt once they realize how broke they are within 5 years' This report came out in 2024.
Identity Attack0.050671257
Insult0.032799274
Profanity0.011782649
Threat0.00823333
Severe Toxicity0.0025939941
Low Tox 0.102192536 Constructive 0.531 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I’ve been waiting for this one lmao
I’ve been waiting for this one lmao
Identity Attack0.007991537
Insult0.021094928
Profanity0.08613731
Threat0.010576514
Severe Toxicity0.005760193
Low Tox 0.102192536 Moderate Con 0.397 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Welcome to Canindia!!!!
Welcome to Canindia!!!!
Identity Attack0.057492398
Insult0.026960457
Profanity0.030639706
Threat0.010084574
Severe Toxicity0.0060272217
Low Tox 0.102192536 Moderate Con 0.387 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
One word …WOKENESS!
One word …WOKENESS!
Identity Attack0.0048837173
Insult0.032248367
Profanity0.01846078
Threat0.008466354
Severe Toxicity0.002822876
Low Tox 0.102192536 Low Con 0.254
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
what took you so long was it the convid vax
what took you so long was it the convid vax
Identity Attack0.0068076057
Insult0.02657372
Profanity0.01941724
Threat0.007948523
Severe Toxicity0.0029563904
Low Tox 0.102192536 Low Con 0.227
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Only 4M more and Canada will prosper again. Get to work send them all back.
Only 4M more and Canada will prosper again. Get to work send them all back.
Identity Attack0.026810925
Insult0.028171662
Profanity0.011611853
Threat0.016465442
Severe Toxicity0.0035476685
Low Tox 0.102192536 Low Con 0.25
Dec 23, 2025 58 likes Deportations From Canada at Their …
Any other time in history they would call this an invasion.
Any other time in history they would call this an invasion.
Identity Attack0.036105253
Insult0.021094928
Profanity0.01846078
Threat0.009644418
Severe Toxicity0.0032806396
Low Tox 0.102192536 Low Con 0.123 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
So long people. Hope your magic carpets get good fuel mileage
So long people. Hope your magic carpets get good fuel mileage
Identity Attack0.005438685
Insult0.029273475
Profanity0.021535112
Threat0.023199292
Severe Toxicity0.0038719177
Low Tox 0.102192536 Low Con 0.219
Nov 21, 2025 2 likes Quebec Ends Economic Immigration Program …
This isnt about getting more votes. Follow the money. Someone is paying themselves huge $$$ overseeing billions that are handed out to illegals. Seems illegals have more rights than our vets or ave citizen. If …
This isnt about getting more votes. Follow the money. Someone is paying themselves huge $$$ overseeing billions that are handed out to illegals. Seems illegals have more rights than our vets or ave citizen. If your middle class and loose your job the govt wants to cut you off, but can give free medical, housing, food, clothing, schooling, training. As a citizen you cant get that. Your taxes will be raised and raised to pay for more of this.
Identity Attack0.06613251
Insult0.028061481
Profanity0.011594773
Threat0.0077672824
Severe Toxicity0.0024986267
Low Tox 0.102192536 Constructive 0.515
Jul 12, 2019 How much do refugees and …
I think the problem was answered. Most of these new folks dont consider themselves Canadian. And have absolutely no intention of intergrating into Canadian society. Period.
I think the problem was answered. Most of these new folks dont consider themselves Canadian. And have absolutely no intention of intergrating into Canadian society. Period.
Identity Attack0.07012023
Insult0.028281843
Profanity0.011970525
Threat0.006770459
Severe Toxicity0.0023460388
Low Tox 0.102192536 Moderate Con 0.33
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
People in the west better wake up real fast.
People in the west better wake up real fast.
Identity Attack0.05794714
Insult0.025929155
Profanity0.021535112
Threat0.008893564
Severe Toxicity0.0031280518
Low Tox 0.102192536 Low Con 0.145 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Yup,the Unifier of the Reich is running the demographic cultural change…. Then disarm, then I’d verification, then surveillance and control. All the same from southafrica to London to Brampton.
Yup,the Unifier of the Reich is running the demographic cultural change…. Then disarm, then I’d verification, then surveillance and control. All the same from southafrica to London to Brampton.
Identity Attack0.032753747
Insult0.022319598
Profanity0.016479544
Threat0.009929225
Severe Toxicity0.0038528442
Low Tox 0.10175867 Low Con 0.166 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
$57k is middle class? Are you kidding me?
$57k is middle class? Are you kidding me?
Identity Attack0.019575719
Insult0.029383656
Profanity0.025907494
Threat0.006440342
Severe Toxicity0.0020122528
Low Tox 0.10175867 Low Con 0.188 Question
Jan 4, 2026 9 likes New rules, regulations take effect …
They know this is a soft country and they can operate with impunity. Elbows up, pants down!
They know this is a soft country and they can operate with impunity. Elbows up, pants down!
Identity Attack0.011321344
Insult0.031697463
Profanity0.01982715
Threat0.009540852
Severe Toxicity0.0025558472
Low Tox 0.10175867 Low Con 0.142 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
18'000 out, but immigration says they're bringing in over a million a year. Literally a drop in a bucket.
18'000 out, but immigration says they're bringing in over a million a year. Literally a drop in a bucket.
Identity Attack0.048480038
Insult0.026702631
Profanity0.014395831
Threat0.007365964
Severe Toxicity0.0019168854
Low Tox 0.10175867 Moderate Con 0.399 Policy_Critique
Dec 27, 2025 Deportations From Canada at Their …
They are overpopulating my area too. When I walk around my Costco, there have been times where there are Indians in every single direction I look, as far as I can see. I'm not even …
They are overpopulating my area too. When I walk around my Costco, there have been times where there are Indians in every single direction I look, as far as I can see. I'm not even exaggerating. If I forgot where I was, I would think I was in India. There are so many Indian restaurants around me. The area I live in is actually a nice newly built area (over the past 5 years.) It wasn't like this when I first moved to this area.
Identity Attack0.10221587
Insult0.02212623
Profanity0.027137227
Threat0.0076119336
Severe Toxicity0.0031852722
Low Tox 0.10175867 Constructive 0.658 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
bs, i still cant find a job after 2.5 years.
bs, i still cant find a job after 2.5 years.
Identity Attack0.0034223017
Insult0.027476108
Profanity0.09583591
Threat0.0077672824
Severe Toxicity0.0030517578
Low Tox 0.10175867 Moderate Con 0.389
Dec 24, 2025 25 likes Deportations From Canada at Their …
Indians and South asians are majority of Brampton total population.
Indians and South asians are majority of Brampton total population.
Identity Attack0.1007269
Insult0.024640027
Profanity0.022764845
Threat0.007598988
Severe Toxicity0.0029563904
Low Tox 0.10175867 Moderate Con 0.311 Identity_Assertion
Jan 28, 2026 1 likes 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.