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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

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30,738 comments · Page 603 of 1230
Bike man dgaf, he’s gonna call it like he sees it 😂
Bike man dgaf, he’s gonna call it like he sees it 😂
Identity Attack0.01274247
Insult0.0720671
Profanity0.17752954
Threat0.0115345
Severe Toxicity0.010604858
Low Tox 0.21508642 Low Con 0.246 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
It's true though. I couldn't get a job for over two years, I applied EVERYWHERE, they would say they're not hiring, then a week later I'll see a new worker or two being trained and …
It's true though. I couldn't get a job for over two years, I applied EVERYWHERE, they would say they're not hiring, then a week later I'll see a new worker or two being trained and guess what? they're indian/punjab (sorry, unsure all the proper terms of people or the differences). Not to mention that they treat indigenous women the way they would back home.... Pretty much every person I know (I'm indigenous and have experienced it myself) has experienced some sort of harassment or assault or whateva with them... And yes, I know it's not all of them, I also know some great people that are indian/punjab but I'm not going to act like there isn't a problem....... Then people think indigenous people get "hand outs"... I was broke for over two years, I tried welfare, it's not as easy as it seems to people lol Also, I'm sure I'm wrong, but I always assumed Immigration was like... reserved for people that need it kind of like refugees.
Identity Attack0.23770751
Insult0.07808672
Profanity0.07740857
Threat0.012699619
Severe Toxicity0.008277893
Low Tox 0.21508642 Constructive 0.838 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
They are making $80,000/year kicking back watching tv or whatever, enjoying “The great Canadian 3 year vacation “ paid for by the hosting “country” While I’m fighting HOMELESSNESS for being overqualified in a market that …
They are making $80,000/year kicking back watching tv or whatever, enjoying “The great Canadian 3 year vacation “ paid for by the hosting “country” While I’m fighting HOMELESSNESS for being overqualified in a market that only what’s $5 workers through a SHAM LMiA system that has no eyes, or teeth
Identity Attack0.027815815
Insult0.12702756
Profanity0.022628209
Threat0.012906751
Severe Toxicity0.0050735474
Low Tox 0.21508642 Moderate Con 0.319 Economic_Argument
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
See I'm conflicted now actually. So you're saying these Indian communities are providing free resources at large scales for food and hospitality that aren't being taken advantage of by the homeless and impoverished white population? …
See I'm conflicted now actually. So you're saying these Indian communities are providing free resources at large scales for food and hospitality that aren't being taken advantage of by the homeless and impoverished white population? I'm not sure where the problem starts here.. because to be quite honest the rest of the country isn't necessiraly like this. Places like Hamilton and Toronto are incredibly mixed, where I'm not sure there is a minority, and places such as Welland, st Catherine's, Niagara, Langley, are still largely white. At what point do we look at people who are choosing to live on the streets and do drugs and say they are not taking advantage of the resources and opportunities being provided to them? And Brampton has been this way, to be honest, for 20 years. At what point do we accept that this is now Brampton, and that the country offers a lot of diversity for those who would choose to not live in it.
Identity Attack0.26155844
Insult0.06858205
Profanity0.036401358
Threat0.0082074385
Severe Toxicity0.005836487
Low Tox 0.21508642 Constructive 0.819
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
You should go to Richmond, BC while in Canada. It’s all chinese, japanese and filipinos
You should go to Richmond, BC while in Canada. It’s all chinese, japanese and filipinos
Identity Attack0.27991617
Insult0.056719027
Profanity0.021740068
Threat0.0077154995
Severe Toxicity0.0065612793
Low Tox 0.21508642 Moderate Con 0.389 Comparative_Framing
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Tyler brother, next time your in Canada, pickup a toque! you wont be hunching your shoulders up to protect your ears. Ahem, sorry in American that's a ... beanie
Tyler brother, next time your in Canada, pickup a toque! you wont be hunching your shoulders up to protect your ears. Ahem, sorry in American that's a ... beanie
Identity Attack0.05794714
Insult0.086852804
Profanity0.028913507
Threat0.016120117
Severe Toxicity0.0062561035
Low Tox 0.21508642 Constructive 0.605 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
The guy on the bike is my spirit animal
The guy on the bike is my spirit animal
Identity Attack0.01666154
Insult0.10294484
Profanity0.08840031
Threat0.011793415
Severe Toxicity0.008277893
Low Tox 0.21508642 Moderate Con 0.377 Humor_Satire
Feb 25, 2026 Inside Canada's Indian Invasion...
All lies
All lies
Identity Attack0.0093974555
Insult0.08508729
Profanity0.04516909
Threat0.00780612
Severe Toxicity0.003967285
Low Tox 0.21508642 Moderate Con 0.379
Jan 17, 2026 2.9 million Canadian temporary visas …
Fascism.
Fascism.
Identity Attack0.055218685
Insult0.0670459
Profanity0.044668075
Threat0.0072753434
Severe Toxicity0.0059509277
Low Tox 0.21508642 Moderate Con 0.376
Nov 20, 2025 1 likes Quebec Ends Economic Immigration Program …
Import cheap labor become the third world
Import cheap labor become the third world
Identity Attack0.09576365
Insult0.07523532
Profanity0.029596692
Threat0.007909686
Severe Toxicity0.005645752
Low Tox 0.21508642 Low Con 0.169 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
69.8% of Canada is still caucasian. These statistics are easily viewed on government website's. So all these divisive Youtubers are baiting you in using fear mongering tactics. They are taking away your humanity.
69.8% of Canada is still caucasian. These statistics are easily viewed on government website's. So all these divisive Youtubers are baiting you in using fear mongering tactics. They are taking away your humanity.
Identity Attack0.14019285
Insult0.07365121
Profanity0.01805087
Threat0.028379176
Severe Toxicity0.005302429
Low Tox 0.21508642 Constructive 0.542
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Québec is the only province that still feels like its former self since Indians don’t speak French, unlike other provinces, which lack a backbone and only care about money
Québec is the only province that still feels like its former self since Indians don’t speak French, unlike other provinces, which lack a backbone and only care about money
Identity Attack0.18313584
Insult0.08582769
Profanity0.018392462
Threat0.0062396824
Severe Toxicity0.0036621094
Low Tox 0.21508642 Moderate Con 0.345
Jan 27, 2026 Inside Canada's Indian Invasion...
Everyone knows what's going on, and it's not racism. Listen to the guy in the black baseball cap. It's great when immigrants come in slowly and integrate. Nobody has a problem with that. Not like …
Everyone knows what's going on, and it's not racism. Listen to the guy in the black baseball cap. It's great when immigrants come in slowly and integrate. Nobody has a problem with that. Not like this.
Identity Attack0.25140062
Insult0.06302499
Profanity0.024062896
Threat0.0077672824
Severe Toxicity0.00541687
Low Tox 0.21508642 Constructive 0.555
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
😂 canada has fallen, the old canada is dead. Accept it. The new canada resembles the way things are going with tim hortans
😂 canada has fallen, the old canada is dead. Accept it. The new canada resembles the way things are going with tim hortans
Identity Attack0.10221587
Insult0.08434689
Profanity0.02071529
Threat0.011767523
Severe Toxicity0.0065994263
Low Tox 0.21508642 Low Con 0.159 Fear_Threat
Jan 3, 2026 New rules, regulations take effect …
Indian influx? Brampton has been Indian since the late 90's. This isn't new. Lol
Indian influx? Brampton has been Indian since the late 90's. This isn't new. Lol
Identity Attack0.2308735
Insult0.06477321
Profanity0.038906425
Threat0.0077672824
Severe Toxicity0.005874634
Low Tox 0.21508642 Low Con 0.263 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I love the voices of new immigrants who support Canada but they are not all. Many come just to take advantage. Those are the ones I fear. The ones who plan to take over and …
I love the voices of new immigrants who support Canada but they are not all. Many come just to take advantage. Those are the ones I fear. The ones who plan to take over and spread violence. I find Indian and Chinese are hardworking honest people but there will always be thieves and bad people among every culture. We need to reduce the quanity and increase the quality of the ones we allow here. We need to support our own first.
Identity Attack0.20878418
Insult0.08508729
Profanity0.015557245
Threat0.009437286
Severe Toxicity0.004787445
Low Tox 0.21508642 Constructive 0.751 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
I SEE YOU HAVE SOME JEWLERIES, THAT COST MONEY, I DON'T EVEN BUY !!!!!!!!!!!
I SEE YOU HAVE SOME JEWLERIES, THAT COST MONEY, I DON'T EVEN BUY !!!!!!!!!!!
Identity Attack0.006363631
Insult0.06023245
Profanity0.027820412
Threat0.007598988
Severe Toxicity0.007019043
Low Tox 0.21508642 Low Con 0.18
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Too many Indian and mainland Chinese !
Too many Indian and mainland Chinese !
Identity Attack0.2795294
Insult0.056719027
Profanity0.021876704
Threat0.009256045
Severe Toxicity0.007286072
Low Tox 0.21508642 Low Con 0.166 Identity_Assertion
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
The world is changing. Go and build your home country!
The world is changing. Go and build your home country!
Identity Attack0.10221587
Insult0.053791173
Profanity0.019143965
Threat0.01238892
Severe Toxicity0.0065994263
Low Tox 0.21508642 Moderate Con 0.35 Call_To_Action
Feb 11, 2026 Canada's tighter immigration policy divides …
Your not Canadian
Your not Canadian
Identity Attack0.15517195
Insult0.07523532
Profanity0.026863953
Threat0.0066345283
Severe Toxicity0.005378723
Low Tox 0.21508642 Moderate Con 0.368 Identity_Assertion
Nov 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Sneaking into the greatest country on Earth? LMFAO
Sneaking into the greatest country on Earth? LMFAO
Identity Attack0.028886627
Insult0.05144889
Profanity0.11725569
Threat0.010757755
Severe Toxicity0.009918213
Low Tox 0.21508642 Low Con 0.153 Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...
You, Rebel News, are preICE. More misinformation.
You, Rebel News, are preICE. More misinformation.
Identity Attack0.00673361
Insult0.16551061
Profanity0.020032106
Threat0.0072235605
Severe Toxicity0.0028038025
Low Tox 0.21508642 Low Con 0.079 Meta_Commentary
Nov 25, 2025 Thousands of refugees allowed into …
Your not Canadian
Your not Canadian
Identity Attack0.15517195
Insult0.07491849
Profanity0.027000591
Threat0.006647474
Severe Toxicity0.005378723
Low Tox 0.21374844 Moderate Con 0.367
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Bike dude is based, but is he "based", this should be the norm. It's called having a functioning brain.
Bike dude is based, but is he "based", this should be the norm. It's called having a functioning brain.
Identity Attack0.0073625734
Insult0.16551061
Profanity0.025907494
Threat0.006420923
Severe Toxicity0.00333786
Low Tox 0.21374844 Moderate Con 0.336
Jan 27, 2026 Inside Canada's Indian Invasion...
This makes me question all of his videos. Its a lovely place to raise a family. Things got worse in covid with mass immigration. But this is selective journalism. Canada needs immigration, it's its refugee …
This makes me question all of his videos. Its a lovely place to raise a family. Things got worse in covid with mass immigration. But this is selective journalism. Canada needs immigration, it's its refugee and asylum seekers who are a liability. Also as a sikh Indo Canadian. I couldnt care less about Khalistan.
Identity Attack0.23163283
Insult0.06984934
Profanity0.020032106
Threat0.007197669
Severe Toxicity0.0050735474
Low Tox 0.21374844 Constructive 0.782 Policy_Critique
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.