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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 549 of 1230
Bro, there's NO competition for resources when the government is literally incentivizing all these companies to hire only migrant workers. Where's the competition when you have to pay a Canadian 30% more? No wonder every …
Bro, there's NO competition for resources when the government is literally incentivizing all these companies to hire only migrant workers. Where's the competition when you have to pay a Canadian 30% more? No wonder every single everything is no longer employed by Black, White or Asian Canadians that actually speak English.
Identity Attack0.29798782
Insult0.06858205
Profanity0.014976538
Threat0.006479179
Severe Toxicity0.005722046
Low Tox 0.25462922 Moderate Con 0.468
Aug 26, 2025 Why Canadians Are Turning Against …
Jason candy was amazing while he was in federal politics. Then he showed up in Alberta and was the greatest failure of all
Jason candy was amazing while he was in federal politics. Then he showed up in Alberta and was the greatest failure of all
Identity Attack0.009915425
Insult0.24928534
Profanity0.022013342
Threat0.0068028234
Severe Toxicity0.0030708313
Low Tox 0.25462922 Moderate Con 0.363 Meta_Commentary
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Canada-ni-stan
Canada-ni-stan
Identity Attack0.28034934
Insult0.10148193
Profanity0.0887236
Threat0.009437286
Severe Toxicity0.013607788
Low Tox 0.25462922 Moderate Con 0.329 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am disgusted by what Canada has become. The government has allowed a free for all to take place without checks and balances for their own profit…whether it’s votes for political mileage, money that is …
I am disgusted by what Canada has become. The government has allowed a free for all to take place without checks and balances for their own profit…whether it’s votes for political mileage, money that is being invested by certain people groups that will help enrich the pockets of government or whatever the reason - has caused this country to descend to the dumps st a rate faster than it takes to say ‘Oh Canada’. As an immigrant, I have seen the degeneration within the country (particularly Toronto & GTA) in 10 years. Sometimes it feels like you’re in a different country, with a different language other than English or French, individuals who refuse to adopt the traditional Canadian lifestyle, who are allowed in with little value for system and order, allowed to procreate and ‘raise’ children who don’t appreciate the Canadian values, both born and immigrants using crime as their currency to their warped perception of wealth and an whole history of issues that impact the lives of the average law and culturally abiding citizen. Oh there’s so much more that can be said about the state of this nation, but if there are bold-faced chants about who will be ruling Canada by 2060, those that have the power to do something need to pay VERY CLOSE ATTENTION. That is not just wishful thinking. That is a threat that will come to pass if a blind eye and a deaf ear is turned which, the government seems bent on doing. A word to the wise is sufficient.
Identity Attack0.116281845
Insult0.1823172
Profanity0.041160982
Threat0.007948523
Severe Toxicity0.0059127808
Low Tox 0.25462922 Constructive 0.677 Policy_Critique
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
The native bramptonians are brutally honest because they are tired of the brutal invasion. Growing up there hardens driving skills and frustrations
The native bramptonians are brutally honest because they are tired of the brutal invasion. Growing up there hardens driving skills and frustrations
Identity Attack0.25817248
Insult0.08558089
Profanity0.07126612
Threat0.027688526
Severe Toxicity0.010604858
Low Tox 0.25462922 Moderate Con 0.497 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians, why are you angry? You don't want to have children, and besides, Canada brought in Indians because they are smart in the field of technology. This isn't an attack on Indians, but it's the …
Canadians, why are you angry? You don't want to have children, and besides, Canada brought in Indians because they are smart in the field of technology. This isn't an attack on Indians, but it's the truth.
Identity Attack0.2854555
Insult0.07428485
Profanity0.019485557
Threat0.009048914
Severe Toxicity0.0059509277
Low Tox 0.25462922 Constructive 0.527 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I'm sick of open borders
I'm sick of open borders
Identity Attack0.18468912
Insult0.06512285
Profanity0.087430455
Threat0.010472948
Severe Toxicity0.008163452
Low Tox 0.25462922 Moderate Con 0.365 Policy_Critique
Nov 22, 2025 2 likes Thousands of refugees allowed into …
Another Liberal disaster.
Another Liberal disaster.
Identity Attack0.10221587
Insult0.16788013
Profanity0.016069634
Threat0.009385503
Severe Toxicity0.0042533875
Low Tox 0.25462922 Low Con 0.22 Policy_Critique
Nov 22, 2025 2 likes Thousands of refugees allowed into …
The man riding a bicycle in the snow is smarter than every college educated person in America
The man riding a bicycle in the snow is smarter than every college educated person in America
Identity Attack0.11744241
Insult0.12521741
Profanity0.044668075
Threat0.007857903
Severe Toxicity0.0062561035
Low Tox 0.25462922 Low Con 0.199 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Canada used to be a bottom feeder foir Indian Students
Canada used to be a bottom feeder foir Indian Students
Identity Attack0.2783691
Insult0.13607834
Profanity0.052183274
Threat0.007547205
Severe Toxicity0.008506775
Low Tox 0.25462922 Low Con 0.216
Sep 28, 2025 IRCC Names India in Study …
No, its dividing the rich elite bigots against the vast majority!
No, its dividing the rich elite bigots against the vast majority!
Identity Attack0.1015541
Insult0.16875735
Profanity0.02795705
Threat0.007521313
Severe Toxicity0.0042915344
Low Tox 0.25462922 Low Con 0.207 Identity_Assertion
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
As a white Canadian i would say we all are migrants from eaurope! We shouldn’t hate migrants this is native land
As a white Canadian i would say we all are migrants from eaurope! We shouldn’t hate migrants this is native land
Identity Attack0.30256465
Insult0.06442356
Profanity0.04141149
Threat0.008103873
Severe Toxicity0.007209778
Low Tox 0.25462922 Constructive 0.595 Moral_Argument
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
India so dishonesi , we will react
India so dishonesi , we will react
Identity Attack0.2774022
Insult0.16766082
Profanity0.10920923
Threat0.047835086
Severe Toxicity0.016125489
Low Tox 0.25462922 Low Con 0.215
Sep 30, 2025 9 likes IRCC Names India in Study …
The government is to blame, immigration has been out of control for decades, I am absolutely fed up with our government, complete failure
The government is to blame, immigration has been out of control for decades, I am absolutely fed up with our government, complete failure
Identity Attack0.120924085
Insult0.11464815
Profanity0.027137227
Threat0.008026198
Severe Toxicity0.0051116943
Low Tox 0.25462922 Moderate Con 0.42
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Deport deport
Deport deport
Identity Attack0.13377325
Insult0.061801232
Profanity0.041160982
Threat0.043309137
Severe Toxicity0.013091337
Low Tox 0.25462922 Low Con 0.277 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Nice shoot 🤳👍 YOUR efforts and Coverage All About 🤔 😎....🤗..👍🤳
Nice shoot 🤳👍 YOUR efforts and Coverage All About 🤔 😎....🤗..👍🤳
Identity Attack0.0071405866
Insult0.0279513
Profanity0.06145202
Threat0.34804323
Severe Toxicity0.01986976
Low Tox 0.25462922 Moderate Con 0.454
Nov 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada is failed state. People confuse GDP growth with success. We brought immigrants to subsidize
Canada is failed state. People confuse GDP growth with success. We brought immigrants to subsidize
Identity Attack0.22458547
Insult0.14331897
Profanity0.020442016
Threat0.0066345283
Severe Toxicity0.0050354004
Low Tox 0.25462922 Low Con 0.267
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
How about letting immigrants coming into the country that if they commit a crime they will be deported and be banned for 10 years. That would be a great deterrent to those that don't want …
How about letting immigrants coming into the country that if they commit a crime they will be deported and be banned for 10 years. That would be a great deterrent to those that don't want to properly integrate into our society.
Identity Attack0.28034934
Insult0.06599696
Profanity0.017094411
Threat0.028897164
Severe Toxicity0.008277893
Low Tox 0.25462922 Moderate Con 0.446 Policy_Critique
Jan 30, 2026 Canada’s new rules in 2026
Heard enough. Too much talk, but no actions taken to remove illegals.
Heard enough. Too much talk, but no actions taken to remove illegals.
Identity Attack0.26833034
Insult0.0654725
Profanity0.017231047
Threat0.13464862
Severe Toxicity0.009765625
Low Tox 0.25462922 Low Con 0.24
Oct 1, 2025 IRCC Names India in Study …
When europian comes, it's not immigrant when non europian comes they are immigrants 😂
When europian comes, it's not immigrant when non europian comes they are immigrants 😂
Identity Attack0.2700233
Insult0.06267534
Profanity0.04366605
Threat0.008116818
Severe Toxicity0.008354187
Low Tox 0.25462922 Low Con 0.214 Humor_Satire
Sep 19, 2025 24 likes Inside Canada's Indian Metropolis (Brampton)
Makes me sick.
Makes me sick.
Identity Attack0.008657498
Insult0.09416737
Profanity0.0684662
Threat0.011223801
Severe Toxicity0.005455017
Low Tox 0.25462922 Moderate Con 0.364
Aug 26, 2025 Why Canadians Are Turning Against …
condoms
condoms
Identity Attack0.008583503
Insult0.021546122
Profanity0.22673377
Threat0.00780612
Severe Toxicity0.012435913
Low Tox 0.25462922 Moderate Con 0.445
Jan 27, 2026 Inside Canada's Indian Invasion...
There is still time deport them Canada tell them to go
There is still time deport them Canada tell them to go
Identity Attack0.120924085
Insult0.071750276
Profanity0.019348921
Threat0.13245705
Severe Toxicity0.009613037
Low Tox 0.25462922 Low Con 0.186
Jan 27, 2026 Inside Canada's Indian Invasion...
Just like the Democrats in the US did. Let in all kinds of illegals and "asylum seekers" to get their votes.
Just like the Democrats in the US did. Let in all kinds of illegals and "asylum seekers" to get their votes.
Identity Attack0.26494437
Insult0.09563028
Profanity0.016957775
Threat0.008259222
Severe Toxicity0.005683899
Low Tox 0.25462922 Low Con 0.263 Unverified_Claim
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Look at all these legal gun owners shooting people. Maybe it is the guns that are the problem.
Look at all these legal gun owners shooting people. Maybe it is the guns that are the problem.
Identity Attack0.008583503
Insult0.030816011
Profanity0.020988565
Threat0.34804323
Severe Toxicity0.009841919
Low Tox 0.25462922 Low Con 0.132 Policy_Critique
Feb 24, 2026 Canadian immigration officers investigating hundreds …

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.