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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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Search comment text, filter by category or toxicity level
30,738 comments · Page 887 of 1230
We need to see people being charged and walked in front of cameras. We need criminals to go to court, be convicted and let the public see the process. I/we feel like nothing ever happens- …
We need to see people being charged and walked in front of cameras. We need criminals to go to court, be convicted and let the public see the process. I/we feel like nothing ever happens- no charges or convictions. The public needs to see something be done and that is also a deterrent!!! Justice matters!!
Identity Attack0.0048837173
Insult0.023608726
Profanity0.012312118
Threat0.021127338
Severe Toxicity0.0021648407
Low Tox 0.06579731 Constructive 0.641 Call_To_Action
Feb 18, 2026 29 likes Canadian immigration officers investigating hundreds …
I'm a Brampton resident. My family immigrated in the late 90s. I grew up on YTV, TVO kids, Fox Kids, Treehouse TV. I also still grew up knowing my own native culture and religion. I …
I'm a Brampton resident. My family immigrated in the late 90s. I grew up on YTV, TVO kids, Fox Kids, Treehouse TV. I also still grew up knowing my own native culture and religion. I attend one of these temples of worship. Despite this, I still made friends with different races of people. I think my community needs to branch out a little more and learn about other cultures that live amongst us. Maybe we need to have a little less pride on where we come from? I don't know what the exact answer is. One thing I know is we can definitely get along. Just need the community to adapt more and actually learn Canadian culture. Maybe go see a Blue Jays game at the Skydom? Maybe know who Wayne Gretzky is?? LOL.
Identity Attack0.042292643
Insult0.020385906
Profanity0.025360947
Threat0.0075083673
Severe Toxicity0.0024414062
Low Tox 0.06579731 Constructive 0.864 Personal_Narrative
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Please don't blame the people. Blame the system that has been asleep and keeping loopholes open.
Please don't blame the people. Blame the system that has been asleep and keeping loopholes open.
Identity Attack0.0036997858
Insult0.02373764
Profanity0.017162729
Threat0.008311004
Severe Toxicity0.0013542175
Low Tox 0.06579731 Moderate Con 0.367
Sep 29, 2025 3 likes IRCC Names India in Study …
Go to Frisco Texas lol
Go to Frisco Texas lol
Identity Attack0.013646871
Insult0.023866551
Profanity0.029888187
Threat0.007301235
Severe Toxicity0.0030517578
Low Tox 0.06579731 Low Con 0.294 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
they get free meat allowance
they get free meat allowance
Identity Attack0.009434453
Insult0.01625293
Profanity0.02836696
Threat0.009126588
Severe Toxicity0.0032424927
Low Tox 0.06579731 Low Con 0.282
Nov 7, 2018 How much do refugees and …
And why is the Liberal government turning against Canadian
And why is the Liberal government turning against Canadian
Identity Attack0.04564415
Insult0.018838953
Profanity0.011543535
Threat0.0074824756
Severe Toxicity0.0014209747
Low Tox 0.06579731 Low Con 0.237
Aug 25, 2025 7 likes Why Canadians Are Turning Against …
Lmao well lets gooo Canada 😂😂😂🇮🇳
Lmao well lets gooo Canada 😂😂😂🇮🇳
Identity Attack0.013445892
Insult0.019547975
Profanity0.04216301
Threat0.0074954215
Severe Toxicity0.003967285
Low Tox 0.06579731 Low Con 0.284 Solidarity
Feb 9, 2026 Inside Canada's Indian Invasion...
3:02 This made no sense. I agree with the premise of the video, but we don't pay for healthcare as Canadians so why would it cost an arm and a leg? I’m multi-generational Canadian with …
3:02 This made no sense. I agree with the premise of the video, but we don't pay for healthcare as Canadians so why would it cost an arm and a leg? I’m multi-generational Canadian with French and Métis roots. This is my country!
Identity Attack0.026207991
Insult0.016024929
Profanity0.015215653
Threat0.011819307
Severe Toxicity0.0027275085
Low Tox 0.06579731 Constructive 0.753
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what he was doing teaching at a community college, I'm not sure). He immigrated from India sometime in the 70's, I think, and sometimes told us stories about how he'd never seen electricity until he was well into adulthood. This was at the early stages of Indian mass immigration to the province, but the international students were already becoming a known problem in the school. They never spoke to anyone else, hung out in big groups together on campus, I swear most of them couldn't even speak English. They constantly cheated on everything and shared answers, I heard like 7 of them got failed for submitting identical lab reports one time. Most people knew they were a problem, but no one was comfortable saying anything. Except the Indian professor. He would publicly call them out for shit in class, berate them, shit talk them openly to other students. I've literally never seen anyone more angry about those Indian students than that Indian professor. It's not hard to see why, he busted his ass to immigrate to Canada, get work and get into a good university. He completed a doctorate, for Christ's sake. He didn't see a street light until he was 25, and worked his way to the bleeding edge of digital science. Now there's a bunch of lazy assholes invited in by the government brazenly trying to cheat their way to a degree in his goddamn class. I'd crash out too.
Identity Attack0.04796442
Insult0.025800243
Profanity0.018597418
Threat0.007793174
Severe Toxicity0.002193451
Low Tox 0.06579731 Constructive 0.707 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
I am fully prepared for my children to be living at home for a long time before they’re ready to go out on their own. It’s rough out there. They can help out with some …
I am fully prepared for my children to be living at home for a long time before they’re ready to go out on their own. It’s rough out there. They can help out with some groceries and around the house and then put their money aside and keep saving. I would hate for them to struggle and penny pinch. They’re still very young but who knows what things will look like in years from now, probably much worse.
Identity Attack0.004180758
Insult0.021803947
Profanity0.022696527
Threat0.0103175985
Severe Toxicity0.0018882751
Low Tox 0.06579731 Constructive 0.674 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
In the UK small to medium towns and cities where there's a concentration of indian people eg: London (West) Leicester, Birmingham, Slough.
In the UK small to medium towns and cities where there's a concentration of indian people eg: London (West) Leicester, Birmingham, Slough.
Identity Attack0.07591068
Insult0.017807651
Profanity0.02392626
Threat0.008634649
Severe Toxicity0.002746582
Low Tox 0.06579731 Constructive 0.517 Comparative_Framing
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Question: Can cockroaches be exterminated? Google: While difficult, elimination is possible with persistence, and a professional pest management service is recommended for severe infestations or difficult-to-treat situations.
Question: Can cockroaches be exterminated? Google: While difficult, elimination is possible with persistence, and a professional pest management service is recommended for severe infestations or difficult-to-treat situations.
Identity Attack0.006992595
Insult0.017743196
Profanity0.030639706
Threat0.02250864
Severe Toxicity0.0035858154
Low Tox 0.06579731 Moderate Con 0.427 Humor_Satire
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Did anyone reach out to their MP? Please ask ChatGPT how to do that and just tell it your points, it will arrange the text. Yes your voice will be dismissed, it's not about you, …
Did anyone reach out to their MP? Please ask ChatGPT how to do that and just tell it your points, it will arrange the text. Yes your voice will be dismissed, it's not about you, it's about how many people will speakout instead of just complaining on youtube and tiktok and etc.
Identity Attack0.002848835
Insult0.023866551
Profanity0.018255826
Threat0.007935578
Severe Toxicity0.0013446808
Low Tox 0.06579731 Constructive 0.742
Aug 25, 2025 Why Canadians Are Turning Against …
1:31 that was a 7eleven, I live right next to there dude, I barely missed you
1:31 that was a 7eleven, I live right next to there dude, I barely missed you
Identity Attack0.009212466
Insult0.017549826
Profanity0.02795705
Threat0.011146127
Severe Toxicity0.0037765503
Low Tox 0.06579731 Moderate Con 0.483 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Been in Canada 40 years it.s cooked now. No coming back
Been in Canada 40 years it.s cooked now. No coming back
Identity Attack0.03919895
Insult0.018967867
Profanity0.011543535
Threat0.0068999166
Severe Toxicity0.0018882751
Low Tox 0.06579731 Moderate Con 0.362 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
doesnt matter how many peopel america deports if canada just keeps importing tens of millions into north america
doesnt matter how many peopel america deports if canada just keeps importing tens of millions into north america
Identity Attack0.0376521
Insult0.017012933
Profanity0.011782649
Threat0.00780612
Severe Toxicity0.0016784668
Low Tox 0.06579731 Low Con 0.203 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
10:47 “depends on every person bro” … this guy gets it
10:47 “depends on every person bro” … this guy gets it
Identity Attack0.0073255757
Insult0.017485369
Profanity0.02303812
Threat0.011612174
Severe Toxicity0.0029945374
Low Tox 0.06579731 Moderate Con 0.357 Meta_Commentary
Jan 27, 2026 12 likes Inside Canada's Indian Invasion...
🇨🇦 is not the greatest country on earth. We live next to the greatest and freest country on earth.
🇨🇦 is not the greatest country on earth. We live next to the greatest and freest country on earth.
Identity Attack0.03223813
Insult0.01929015
Profanity0.01982715
Threat0.007068211
Severe Toxicity0.0022506714
Low Tox 0.06579731 Moderate Con 0.448 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
You know the left ain't going to be happy with you exposing this stuff! 😂
You know the left ain't going to be happy with you exposing this stuff! 😂
Identity Attack0.007917541
Insult0.023608726
Profanity0.01535229
Threat0.007883795
Severe Toxicity0.0015068054
Low Tox 0.06579731 Low Con 0.221 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
AI, inflation, less global trading there is no need for mass migration
AI, inflation, less global trading there is no need for mass migration
Identity Attack0.025806036
Insult0.017743196
Profanity0.013166099
Threat0.0074954215
Severe Toxicity0.002040863
Low Tox 0.06579731 Low Con 0.15 Policy_Critique
Feb 11, 2026 51 likes Canada's tighter immigration policy divides …
$499.999 for an old war time home is a joke for middle family to buy....
$499.999 for an old war time home is a joke for middle family to buy....
Identity Attack0.00466173
Insult0.026960457
Profanity0.01309778
Threat0.007521313
Severe Toxicity0.0012683868
Low Tox 0.06579731 Low Con 0.219 Economic_Argument
Jan 22, 2026 1 likes Canada’s new rules in 2026
Quebec is smarter than the rest of the country. We all need to do this
Quebec is smarter than the rest of the country. We all need to do this
Identity Attack0.022590388
Insult0.025026767
Profanity0.013131939
Threat0.008492245
Severe Toxicity0.0022506714
Low Tox 0.06579731 Moderate Con 0.346
Nov 23, 2025 175 likes Quebec Ends Economic Immigration Program …
04:10 🤣🤣🤣🤣🤣🤣🤣🤣🤣
04:10 🤣🤣🤣🤣🤣🤣🤣🤣🤣
Identity Attack0.0037552824
Insult0.015872927
Profanity0.04642162
Threat0.0074954215
Severe Toxicity0.0064849854
Low Tox 0.06579731 Low Con 0.296 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
India bought him.
India bought him.
Identity Attack0.034042787
Insult0.019741343
Profanity0.020578653
Threat0.012699619
Severe Toxicity0.0023555756
Low Tox 0.06579731 Moderate Con 0.303 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Same in Europe. They avoid all 53 countries that have their religion that they have to pass to get to the UK. Make it make sense.
Same in Europe. They avoid all 53 countries that have their religion that they have to pass to get to the UK. Make it make sense.
Identity Attack0.052490227
Insult0.0154929245
Profanity0.013507691
Threat0.0069516995
Severe Toxicity0.0018501282
Low Tox 0.06579731 Low Con 0.293 Unverified_Claim
Jan 28, 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.