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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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30,738 comments · Page 797 of 1230
Every other country laughs at us
Every other country laughs at us
Identity Attack0.028016793
Insult0.031036375
Profanity0.031140719
Threat0.0077154995
Severe Toxicity0.002708435
Low Tox 0.10783285 Low Con 0.253
Nov 21, 2025 89 likes Thousands of refugees allowed into …
Some of what the people are saying like "they don't pay taxes" (as a generality. Doesn't mean some don't, just like some lifelong Canadians may not) sounds absurd, but some other points like sticking together …
Some of what the people are saying like "they don't pay taxes" (as a generality. Doesn't mean some don't, just like some lifelong Canadians may not) sounds absurd, but some other points like sticking together in their own bubbles and employment circles certainly seems like a valid criticism and a problem.
Identity Attack0.0233943
Insult0.059061307
Profanity0.015693882
Threat0.0061878995
Severe Toxicity0.0015163422
Low Tox 0.10783285 Constructive 0.731
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Vassy 😂😂😂😂😂
Vassy 😂😂😂😂😂
Identity Attack0.003884775
Insult0.04852104
Profanity0.108590275
Threat0.0062979385
Severe Toxicity0.0077819824
Low Tox 0.10783285 Low Con 0.225 Meta_Commentary
Feb 25, 2026 'We do know that there's …
Okay you are from Europe
Okay you are from Europe
Identity Attack0.05612817
Insult0.025800243
Profanity0.025087673
Threat0.0072365063
Severe Toxicity0.0038337708
Low Tox 0.10783285 Moderate Con 0.325 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
the dude on the bike was honest n straight up, but unnecessarily disrespectful bro😭
the dude on the bike was honest n straight up, but unnecessarily disrespectful bro😭
Identity Attack0.010433395
Insult0.03158728
Profanity0.02433617
Threat0.0076637166
Severe Toxicity0.0023555756
Low Tox 0.10783285 Moderate Con 0.44 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
As a Punjabi, I’m lowk kinda hurt by these comments
As a Punjabi, I’m lowk kinda hurt by these comments
Identity Attack0.054763943
Insult0.026444806
Profanity0.043415543
Threat0.009877442
Severe Toxicity0.0032806396
Low Tox 0.10783285 Moderate Con 0.499 Personal_Narrative
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
TBF most of them are good people, and want a better life. I have no quarrels against that but I think maybe 5 figures a year is lots, not this 800k+. That being said, most …
TBF most of them are good people, and want a better life. I have no quarrels against that but I think maybe 5 figures a year is lots, not this 800k+. That being said, most of them here are relatively upper middle class since its not cheap to emigrate from India.
Identity Attack0.09659086
Insult0.025413504
Profanity0.02973333
Threat0.007598988
Severe Toxicity0.00333786
Low Tox 0.10783285 Constructive 0.668 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
There has to be a balancing point for everything, and once you cross that line, things will turn ugly.
There has to be a balancing point for everything, and once you cross that line, things will turn ugly.
Identity Attack0.0026083488
Insult0.030154925
Profanity0.038655918
Threat0.009463178
Severe Toxicity0.0016212463
Low Tox 0.10783285 Low Con 0.238
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Brampton has been made home by many Punjabis from India, claiming suppression. In reality nobody is suppressed. In fact, the Punjab state in India is very fertile. Canada has deliberately let in these guys to …
Brampton has been made home by many Punjabis from India, claiming suppression. In reality nobody is suppressed. In fact, the Punjab state in India is very fertile. Canada has deliberately let in these guys to do truck driving. For the economic progress being made by India, it doesn't make sense to go to Canada now.
Identity Attack0.099072486
Insult0.029493837
Profanity0.01220964
Threat0.0069516995
Severe Toxicity0.002298355
Low Tox 0.10783285 Constructive 0.614 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Omg!!! They don't know anything why are they even there.
Omg!!! They don't know anything why are they even there.
Identity Attack0.0058826595
Insult0.033680726
Profanity0.029888187
Threat0.0074954215
Severe Toxicity0.0024795532
Low Tox 0.10783285 Low Con 0.244
Nov 27, 2025 3 likes IRCC Names India in Study …
Mark my words, many will stay illegally, and the Liberals will create a program so they can normalize their statuses, and give them permanent residency. Then they'll be voting in Canadian elections when they become …
Mark my words, many will stay illegally, and the Liberals will create a program so they can normalize their statuses, and give them permanent residency. Then they'll be voting in Canadian elections when they become Canadian citizens, they is how they take our country from us. This was always their plan.
Identity Attack0.06249457
Insult0.030044744
Profanity0.011782649
Threat0.007301235
Severe Toxicity0.0024604797
Low Tox 0.10783285 Moderate Con 0.34
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
This is how ICE should be striving for… NOT arresting random people who don’t look “nativist” enough and risking innocent people’s lives!
This is how ICE should be striving for… NOT arresting random people who don’t look “nativist” enough and risking innocent people’s lives!
Identity Attack0.014149316
Insult0.0279513
Profanity0.012107162
Threat0.042662576
Severe Toxicity0.0028038025
Low Tox 0.10783285 Moderate Con 0.454 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
There's gotta be a limit to how many foreigners can legally imigrate to a country/province/state, they must assimilate and cant depopulate
There's gotta be a limit to how many foreigners can legally imigrate to a country/province/state, they must assimilate and cant depopulate
Identity Attack0.099072486
Insult0.021481665
Profanity0.017982552
Threat0.008764107
Severe Toxicity0.0027656555
Low Tox 0.10783285 Moderate Con 0.328 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
We've lost our identity and culture 😢
We've lost our identity and culture 😢
Identity Attack0.03249594
Insult0.025542418
Profanity0.01764096
Threat0.008077981
Severe Toxicity0.0029945374
Low Tox 0.10783285 Moderate Con 0.424
Jun 22, 2025 2 likes How Canada broke its immigration …
It's china town, but indian
It's china town, but indian
Identity Attack0.10221587
Insult0.024640027
Profanity0.035148825
Threat0.009230154
Severe Toxicity0.0039863586
Low Tox 0.10783285 Low Con 0.257 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why are asylum claimants getting health care benefits that tax paying Canadians don’t get? Whether they are bogus claimants or not
Why are asylum claimants getting health care benefits that tax paying Canadians don’t get? Whether they are bogus claimants or not
Identity Attack0.05089863
Insult0.03489272
Profanity0.01490822
Threat0.006259101
Severe Toxicity0.0019168854
Low Tox 0.10783285 Moderate Con 0.334 Policy_Critique
Feb 23, 2026 219 likes 'We do know that there's …
Ok, there's a giant Hindu statue near Pearson Airport..a lot of Indians work at Perrsson Airport.
Ok, there's a giant Hindu statue near Pearson Airport..a lot of Indians work at Perrsson Airport.
Identity Attack0.10221587
Insult0.023866551
Profanity0.02030538
Threat0.008362788
Severe Toxicity0.003566742
Low Tox 0.10783285 Moderate Con 0.441
Aug 26, 2025 Why Canadians Are Turning Against …
I'd buy that guy on the bike a case of beer. It's so sad seeing guys like him who are so aware, who are obviously capable, having to live such poor lives. But this is …
I'd buy that guy on the bike a case of beer. It's so sad seeing guys like him who are so aware, who are obviously capable, having to live such poor lives. But this is Canada, where two people making the average income will never own a home and spend more than half their income on basics. That guy probably makes 50k a year. But is riding a bicycle in winter.
Identity Attack0.014953227
Insult0.060927123
Profanity0.012380436
Threat0.006874025
Severe Toxicity0.0021076202
Low Tox 0.10783285 Constructive 0.666 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Considering the shortage of jobs in Canada, if immigration Canada didn't deport them then the Canadian people themselves would take up arms and deport those immigrants themselves. This is what happens when the Canadian government …
Considering the shortage of jobs in Canada, if immigration Canada didn't deport them then the Canadian people themselves would take up arms and deport those immigrants themselves. This is what happens when the Canadian government creates a shortage of jobs by rejecting half the engineering and business students to Canada's business and engineering programs at Canada's universities and colleges. If the Canadian government doubled or tripled the number of business and engineering students it accepts into Canada's business and engineering programs at Canada's universities and colleges then there wouldn't be such a desperate shortage of jobs and we could accept more immigrants. If there is no job nor housing for immigrants, they shouldn't come here.
Identity Attack0.057037655
Insult0.031256735
Profanity0.013985921
Threat0.012181788
Severe Toxicity0.0031661987
Low Tox 0.10783285 Moderate Con 0.471
Dec 30, 2025 1 likes Deportations From Canada at Their …
Thank u so much for covering this so many Canadians just cope with the fact that our country is become india 2.0🇮🇳
Thank u so much for covering this so many Canadians just cope with the fact that our country is become india 2.0🇮🇳
Identity Attack0.07094744
Insult0.033680726
Profanity0.014190876
Threat0.006912862
Severe Toxicity0.0030517578
Low Tox 0.10783285 Moderate Con 0.491 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The Liberal Laurentian Elite wants a cast system in Canada and would even prefer to be oligarchs. I think it is time to force Quebec out of Canada.
The Liberal Laurentian Elite wants a cast system in Canada and would even prefer to be oligarchs. I think it is time to force Quebec out of Canada.
Identity Attack0.036620867
Insult0.034672357
Profanity0.012585391
Threat0.01086132
Severe Toxicity0.0024032593
Low Tox 0.10783285 Low Con 0.21 Identity_Assertion
Sep 8, 2025 2 likes Why Canadians Are Turning Against …
Man you are legit doing the peoples work, this level of corruption is out of hand. Thank you Tyler
Man you are legit doing the peoples work, this level of corruption is out of hand. Thank you Tyler
Identity Attack0.0029228306
Insult0.061801232
Profanity0.01442999
Threat0.005974294
Severe Toxicity0.001115799
Low Tox 0.10783285 Moderate Con 0.47 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Quebec you don't even make 20 $ an hour
Quebec you don't even make 20 $ an hour
Identity Attack0.023997234
Insult0.039444692
Profanity0.014942379
Threat0.0060713873
Severe Toxicity0.0021839142
Low Tox 0.10783285 Low Con 0.247 Economic_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Tell it to the people who voted for the Liberal, Mark Carney will magically made Canada great again, elbows up! 🤣🤣🤣🤣
Tell it to the people who voted for the Liberal, Mark Carney will magically made Canada great again, elbows up! 🤣🤣🤣🤣
Identity Attack0.015053716
Insult0.039737478
Profanity0.019485557
Threat0.007340072
Severe Toxicity0.002784729
Low Tox 0.10783285 Low Con 0.233 Humor_Satire
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Check out MCGA and findout how the Liberal government is subsidizing these immigrants. 👳🏼‍♂️👳🏾‍♂️👳🏿‍♂️
Check out MCGA and findout how the Liberal government is subsidizing these immigrants. 👳🏼‍♂️👳🏾‍♂️👳🏿‍♂️
Identity Attack0.06749674
Insult0.024124376
Profanity0.0128245065
Threat0.0072365063
Severe Toxicity0.0022220612
Low Tox 0.10783285 Moderate Con 0.351 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.