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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 906 of 1230
Lol, Tyler you should come to the Bay Area this is basically what it is 😂
Lol, Tyler you should come to the Bay Area this is basically what it is 😂
Identity Attack0.006770608
Insult0.02193286
Profanity0.021056883
Threat0.0076637166
Severe Toxicity0.0023269653
Low Tox 0.058490243 Moderate Con 0.347 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This video is missing a very important piece of content. It has the WHAT but not the WHY. Why was the change done? Why was that choice the wrong choice at the time? Be critical …
This video is missing a very important piece of content. It has the WHAT but not the WHY. Why was the change done? Why was that choice the wrong choice at the time? Be critical of the whole context, please.
Identity Attack0.005364689
Insult0.01767874
Profanity0.019143965
Threat0.007883795
Severe Toxicity0.0018024445
Low Tox 0.05824285 Moderate Con 0.391
Jun 24, 2025 1 likes How Canada broke its immigration …
i like bike guy
i like bike guy
Identity Attack0.009619443
Insult0.021288296
Profanity0.028093686
Threat0.010421164
Severe Toxicity0.003452301
Low Tox 0.05824285 Moderate Con 0.447 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Government is encouraging to not care about Canadian culture, instead funding foreign countries culture which makes Canada to have common values as Canadian
Government is encouraging to not care about Canadian culture, instead funding foreign countries culture which makes Canada to have common values as Canadian
Identity Attack0.039714564
Insult0.019161236
Profanity0.012482914
Threat0.0061296434
Severe Toxicity0.0014019012
Low Tox 0.05824285 Low Con 0.213
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Great video. More need to see this. XQC should react. I won a PS5. And with my 5090 too. Saba, Nimi Nightmare and Ironmouse should watch too.
Great video. More need to see this. XQC should react. I won a PS5. And with my 5090 too. Saba, Nimi Nightmare and Ironmouse should watch too.
Identity Attack0.011987305
Insult0.014960921
Profanity0.028776871
Threat0.017156094
Severe Toxicity0.0038528442
Low Tox 0.05824285 Constructive 0.57 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
Your government started it
Your government started it
Identity Attack0.009212466
Insult0.021159383
Profanity0.019348921
Threat0.008867673
Severe Toxicity0.0021362305
Low Tox 0.05824285 Low Con 0.253
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I've been applying for jobs for 3 years straight I see the same ads go up over and over when I go into the place that was hiring there's immigrants. We live in a very …
I've been applying for jobs for 3 years straight I see the same ads go up over and over when I go into the place that was hiring there's immigrants. We live in a very small town it's making it hard for everyone especially hard working willing to work
Identity Attack0.046159767
Insult0.01767874
Profanity0.015113175
Threat0.0066927844
Severe Toxicity0.0018310547
Low Tox 0.05824285 Constructive 0.7
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Dude on the bike knows what's up. I loved his candid banter 😂
Dude on the bike knows what's up. I loved his candid banter 😂
Identity Attack0.0054756827
Insult0.021159383
Profanity0.026180768
Threat0.009540852
Severe Toxicity0.0028800964
Low Tox 0.05824285 Moderate Con 0.478 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As soon as the Europeans turned up it was over.
As soon as the Europeans turned up it was over.
Identity Attack0.028628819
Insult0.014884921
Profanity0.017709278
Threat0.011482717
Severe Toxicity0.0024223328
Low Tox 0.05824285 Low Con 0.224 Identity_Assertion
Jan 21, 2026 Why Canada’s immigration system has …
"Lack of a national strategy". This describes everything the Liberal government does.
"Lack of a national strategy". This describes everything the Liberal government does.
Identity Attack0.010137413
Insult0.027347196
Profanity0.010604155
Threat0.0063885585
Severe Toxicity0.0012588501
Low Tox 0.05824285 Low Con 0.295 Policy_Critique
Jan 19, 2026 37 likes Why Canada’s immigration system has …
I just can't trust them handling food.
I just can't trust them handling food.
Identity Attack0.00621564
Insult0.021159383
Profanity0.014942379
Threat0.0072235605
Severe Toxicity0.0013065338
Low Tox 0.05824285 Moderate Con 0.427 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
There are businesses hiring International students as full time employees, paying less and also there seem to be under the table fees collected from the students. I personally heard from Indian students that I met …
There are businesses hiring International students as full time employees, paying less and also there seem to be under the table fees collected from the students. I personally heard from Indian students that I met at work places. I had been a lucrative business for business owners who gain more from the fraudulant international student problem than the businesses themselves. There are lots of small businesses just for that purpose, I believe. This issue have to be addressed from across the isle.
Identity Attack0.025605056
Insult0.026444806
Profanity0.015147334
Threat0.006641001
Severe Toxicity0.0012969971
Low Tox 0.05824285 Constructive 0.813
Oct 7, 2025 IRCC Names India in Study …
Should be zero !
Should be zero !
Identity Attack0.0040142676
Insult0.017163089
Profanity0.016616182
Threat0.011042561
Severe Toxicity0.0022602081
Low Tox 0.05824285 Low Con 0.197
Jan 4, 2026 New rules, regulations take effect …
Handguns are illegal though.
Handguns are illegal though.
Identity Attack0.009101473
Insult0.01465692
Profanity0.016103793
Threat0.017328756
Severe Toxicity0.0023841858
Low Tox 0.05824285 Low Con 0.181 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
This is Indian
This is Indian
Identity Attack0.048480038
Insult0.01767874
Profanity0.02303812
Threat0.007922632
Severe Toxicity0.0031089783
Low Tox 0.05824285 Moderate Con 0.363 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Its happening in all the west unfortunately brother
Its happening in all the west unfortunately brother
Identity Attack0.022590388
Insult0.015948927
Profanity0.020920247
Threat0.0091524795
Severe Toxicity0.0022506714
Low Tox 0.05824285 Moderate Con 0.361 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
thats hindi not punjabi
thats hindi not punjabi
Identity Attack0.04951127
Insult0.021352753
Profanity0.028503597
Threat0.008026198
Severe Toxicity0.003414154
Low Tox 0.05824285 Low Con 0.237 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Say what you will but Canadians have worked and paid in CPP and paid taxes all their working lives. These migrants who walk across our border or the ones Trudeau has allowed into the country …
Say what you will but Canadians have worked and paid in CPP and paid taxes all their working lives. These migrants who walk across our border or the ones Trudeau has allowed into the country the majority of them are not sponsored by family or orginizations have never worked or paid taxes are getting the same amount as us. Is that fair?? NO
Identity Attack0.034558404
Insult0.02012808
Profanity0.0103821205
Threat0.0060325502
Severe Toxicity0.0013637543
Low Tox 0.05824285 Constructive 0.598
Dec 21, 2018 How much do refugees and …
Dude on the bike is my hero
Dude on the bike is my hero
Identity Attack0.008139528
Insult0.019161236
Profanity0.022286616
Threat0.013321015
Severe Toxicity0.003929138
Low Tox 0.05799546 Moderate Con 0.395 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
If significant numbers of people have not/do not pay taxes in Canada to support our health and welfare system then their use of those same systems weaken them for those who do. The weaken systems …
If significant numbers of people have not/do not pay taxes in Canada to support our health and welfare system then their use of those same systems weaken them for those who do. The weaken systems will start to fail and we’ll all be worse off unless, of course, we raise taxes or borrow more. How liberal is that!
Identity Attack0.012139536
Insult0.0279513
Profanity0.012107162
Threat0.006602164
Severe Toxicity0.0014686584
Low Tox 0.05799546 Moderate Con 0.461 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I'm disabled. I live off of $850 per month. That has to cover food, clothing, bills, household needs, medical, laundry, and transit. Yes, I had a working life before I became disabled so I paid …
I'm disabled. I live off of $850 per month. That has to cover food, clothing, bills, household needs, medical, laundry, and transit. Yes, I had a working life before I became disabled so I paid into the system which I now need. I have uncovered medical needs that I can no longer meet. (Very rare solar allergy which also includes reactionsto certain lights on the visible light spectrum such as blue and white light) No vacations, no cable or internet, second hand clothing, no outings, no funds to have food delivered. I have to take the risk and use public transit which comes with medical consequences every time. I've had food poisoning three months in a row. Each month becomes harder. I feel like I'm drowning. My son can't find a job either. Canada is collapsing.
Identity Attack0.02138452
Insult0.020772645
Profanity0.024404489
Threat0.007624879
Severe Toxicity0.0025558472
Low Tox 0.05799546 Constructive 0.719 Personal_Narrative
Aug 28, 2025 5 likes Why Canadians Are Turning Against …
Clean Canada up
Clean Canada up
Identity Attack0.027011903
Insult0.01929015
Profanity0.013131939
Threat0.01187109
Severe Toxicity0.0031852722
Low Tox 0.05799546 Low Con 0.251 Call_To_Action
Jan 4, 2026 1 likes New rules, regulations take effect …
It's wild how many people were afraid to elaborate on why things have gotten worse.
It's wild how many people were afraid to elaborate on why things have gotten worse.
Identity Attack0.003144818
Insult0.02373764
Profanity0.019075647
Threat0.0072365063
Severe Toxicity0.0011444092
Low Tox 0.05799546 Moderate Con 0.354 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Many of the challenges associated with the Indian community in Canada can be traced to the post-2015 surge in student and immigrant arrivals. Prior to this period, Indian immigrants generally integrated successfully within the broader …
Many of the challenges associated with the Indian community in Canada can be traced to the post-2015 surge in student and immigrant arrivals. Prior to this period, Indian immigrants generally integrated successfully within the broader Canadian diaspora. Incidents that are increasingly visible today—such as groups of students overcrowding basement suites, causing property damage, or engaging in disruptive activities with excessive litter and fireworks—were virtually unheard of before this influx
Identity Attack0.04667538
Insult0.02212623
Profanity0.012141321
Threat0.0083886795
Severe Toxicity0.001821518
Low Tox 0.05799546 Constructive 0.545 Unverified_Claim
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s not only Canada, Australia is also being overrun by spin bowlers.
It’s not only Canada, Australia is also being overrun by spin bowlers.
Identity Attack0.027413858
Insult0.022706337
Profanity0.013439372
Threat0.009074804
Severe Toxicity0.0016975403
Low Tox 0.05799546 Moderate Con 0.308 Comparative_Framing
Jan 27, 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.