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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 900 of 1230
Enjoy the extra 'spices'.
Enjoy the extra 'spices'.
Identity Attack0.0050317086
Insult0.022706337
Profanity0.018597418
Threat0.008298059
Severe Toxicity0.0023460388
Low Tox 0.06025757 Moderate Con 0.317 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
You gotta admit the hospitality and the common good of a human being, offering food and treating people with kindness without discrimination was really nice to see from that Hindu gentleman at the temple handing …
You gotta admit the hospitality and the common good of a human being, offering food and treating people with kindness without discrimination was really nice to see from that Hindu gentleman at the temple handing out free food. Nothing billion dollars.
Identity Attack0.04512853
Insult0.020450363
Profanity0.012038844
Threat0.006272047
Severe Toxicity0.001449585
Low Tox 0.06025757 Constructive 0.628 Solidarity
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Why are they getting g anything?
Why are they getting g anything?
Identity Attack0.005512681
Insult0.016936934
Profanity0.05017922
Threat0.008349842
Severe Toxicity0.00289917
Low Tox 0.06025757 Low Con 0.264
Aug 23, 2018 How much do refugees and …
well you do have to give people a chance to assimilate though, only thing is that sometimes people over there send them here to earn money and you have to admire that there is risk …
well you do have to give people a chance to assimilate though, only thing is that sometimes people over there send them here to earn money and you have to admire that there is risk of rejection for them as well and may be no picnic to move to a strange country just for money!.
Identity Attack0.029402243
Insult0.018710041
Profanity0.016889455
Threat0.0066798385
Severe Toxicity0.0015544891
Low Tox 0.06025757 Constructive 0.712
Oct 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Remigration must occur from anyone and descendants after 1965.
Remigration must occur from anyone and descendants after 1965.
Identity Attack0.017364962
Insult0.012984909
Profanity0.014054239
Threat0.02181799
Severe Toxicity0.0030136108
Low Tox 0.06025757 Low Con 0.223 Call_To_Action
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
In canada you dont need a canadian DL to drive on the road.
In canada you dont need a canadian DL to drive on the road.
Identity Attack0.04048799
Insult0.020966014
Profanity0.012926984
Threat0.007197669
Severe Toxicity0.0020980835
Low Tox 0.06025757 Moderate Con 0.359 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
When I go to McDonald in Brampton. They always mess up our sauce
When I go to McDonald in Brampton. They always mess up our sauce
Identity Attack0.00880549
Insult0.021481665
Profanity0.022354934
Threat0.007197669
Severe Toxicity0.0018024445
Low Tox 0.06025757 Moderate Con 0.415 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Bike dude is so based
Bike dude is so based
Identity Attack0.0073995716
Insult0.025929155
Profanity0.026454043
Threat0.008505191
Severe Toxicity0.0025177002
Low Tox 0.06025757 Moderate Con 0.369 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
They are not paid for by the Feds. It's paid by over taxed and beleaguered Canadians like ME! I want it to stop!!!!!
They are not paid for by the Feds. It's paid by over taxed and beleaguered Canadians like ME! I want it to stop!!!!!
Identity Attack0.021585498
Insult0.0233509
Profanity0.012346277
Threat0.0069387536
Severe Toxicity0.0016021729
Low Tox 0.06025757 Constructive 0.536 Economic_Argument
Feb 24, 2026 'We do know that there's …
As an Indian I'd say it's cheap to move to another country for economic benefits... it's like extracting wealth from another country and their people. If one really likes some country then they should already …
As an Indian I'd say it's cheap to move to another country for economic benefits... it's like extracting wealth from another country and their people. If one really likes some country then they should already have enough money to live and support themselves.
Identity Attack0.04280826
Insult0.019354604
Profanity0.019348921
Threat0.0067963502
Severe Toxicity0.0017166138
Low Tox 0.06025757 Constructive 0.614
Aug 25, 2025 12 likes Why Canadians Are Turning Against …
14:18 , Portugal, represent. Lol.
14:18 , Portugal, represent. Lol.
Identity Attack0.022992345
Insult0.01929015
Profanity0.026180768
Threat0.007197669
Severe Toxicity0.002861023
Low Tox 0.06025757 Low Con 0.27 Humor_Satire
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
How they can be permanent if own citizen suffering for jobless must better they dont promise to the immigrant and focus to the citizen who needed too
How they can be permanent if own citizen suffering for jobless must better they dont promise to the immigrant and focus to the citizen who needed too
Identity Attack0.037394293
Insult0.019419061
Profanity0.011184863
Threat0.006861079
Severe Toxicity0.0014209747
Low Tox 0.06025757 Moderate Con 0.408 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
This is all wrong on so many levels.
This is all wrong on so many levels.
Identity Attack0.0035332954
Insult0.020192537
Profanity0.018255826
Threat0.006912862
Severe Toxicity0.0013256073
Low Tox 0.06025757 Low Con 0.293 Meta_Commentary
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Our infrastructure can't handle the rapid influx of immigrants. Watching from Guelph, ON. Just up the road from Brampton
Our infrastructure can't handle the rapid influx of immigrants. Watching from Guelph, ON. Just up the road from Brampton
Identity Attack0.038425524
Insult0.017012933
Profanity0.010638315
Threat0.0069646453
Severe Toxicity0.001707077
Low Tox 0.06025757 Constructive 0.574 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
At least they, if they get more in number, won't ask for Sharia.
At least they, if they get more in number, won't ask for Sharia.
Identity Attack0.043581683
Insult0.015340924
Profanity0.015625564
Threat0.008764107
Severe Toxicity0.0024604797
Low Tox 0.059974585 Low Con 0.223 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Cops are only doing absolute minimum
Cops are only doing absolute minimum
Identity Attack0.01766643
Insult0.02173949
Profanity0.019758832
Threat0.007974415
Severe Toxicity0.0021076202
Low Tox 0.059974585 Low Con 0.228 Policy_Critique
Feb 18, 2026 5 likes Canadian immigration officers investigating hundreds …
Bought and paid for votes; a favourite Liberal strategy.
Bought and paid for votes; a favourite Liberal strategy.
Identity Attack0.0065486208
Insult0.028942931
Profanity0.011116544
Threat0.00704232
Severe Toxicity0.001168251
Low Tox 0.059974585 Low Con 0.135 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Brampton city government is not doing enough to integrate Indians into Canadian society. And by that I simply mean building closer relationships with the locals. More community events like festivals need to be held. Not …
Brampton city government is not doing enough to integrate Indians into Canadian society. And by that I simply mean building closer relationships with the locals. More community events like festivals need to be held. Not purely Indian festivals, but mixed culture festivals. That would build more understanding and friendlier relations. The earlier generations of Indian immigrants in this video look like they have integrated well identifying as both Indian and Canadian. That's the ideal, I feel.
Identity Attack0.05976611
Insult0.017743196
Profanity0.012551232
Threat0.006427396
Severe Toxicity0.001745224
Low Tox 0.059974585 Constructive 0.769
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Do not redeem
Do not redeem
Identity Attack0.00569767
Insult0.017614283
Profanity0.019690514
Threat0.00967031
Severe Toxicity0.0020694733
Low Tox 0.059974585 Moderate Con 0.364 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I avoid Brampton at all costs.
I avoid Brampton at all costs.
Identity Attack0.011691323
Insult0.01838776
Profanity0.0127903465
Threat0.010265815
Severe Toxicity0.0019073486
Low Tox 0.059974585 Moderate Con 0.36 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Do not redeem
Do not redeem
Identity Attack0.00569767
Insult0.017614283
Profanity0.019690514
Threat0.00967031
Severe Toxicity0.0020694733
Low Tox 0.059974585 Moderate Con 0.364 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
lady at 5 min to 6 mins is right
lady at 5 min to 6 mins is right
Identity Attack0.01139534
Insult0.016936934
Profanity0.029050145
Threat0.010783645
Severe Toxicity0.00333786
Low Tox 0.059974585 Moderate Con 0.346
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration is never and should never be a long term policy for a stable nation. Nations build internally. Nations protect the demographic interests and clear majority control for the native population. ALL Western immigration is …
Immigration is never and should never be a long term policy for a stable nation. Nations build internally. Nations protect the demographic interests and clear majority control for the native population. ALL Western immigration is deliberately aimed at NOT doing that, and in fact is aimed at destroying that. That's a crime. Also, read "Canada in Decay" by Ricardo Duchesne for the actual history of this issue and the repeated betrayals of Parliaments no matter which party was in power.
Identity Attack0.020982565
Insult0.022706337
Profanity0.010792031
Threat0.0074048014
Severe Toxicity0.0015068054
Low Tox 0.059974585 Constructive 0.6 Identity_Assertion
Jun 19, 2025 1 likes How Canada broke its immigration …
Its true about the government supporting them for the rest of there life, the man upstairs (indian) has five people on his check, he also receives extra for a pregnancy. When I seen the statement …
Its true about the government supporting them for the rest of there life, the man upstairs (indian) has five people on his check, he also receives extra for a pregnancy. When I seen the statement I was like that should tell the government alot! He also receive double of me for gst 🤦‍♀️
Identity Attack0.037136484
Insult0.020192537
Profanity0.017367685
Threat0.006543908
Severe Toxicity0.0017547607
Low Tox 0.059974585 Constructive 0.748 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
how come I never see Bigfoots in canada
how come I never see Bigfoots in canada
Identity Attack0.034042787
Insult0.02264188
Profanity0.0157622
Threat0.007417747
Severe Toxicity0.0020599365
Low Tox 0.059974585 Moderate Con 0.316 Humor_Satire
Dec 25, 2025 Deportations From Canada at Their …

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.