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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 910 of 1230
What about the hundreds of Syrians living in Vancouver hotels because they dont want to move to small town Alberta
What about the hundreds of Syrians living in Vancouver hotels because they dont want to move to small town Alberta
Identity Attack0.044612918
Insult0.015720926
Profanity0.010826191
Threat0.00746953
Severe Toxicity0.0017356873
Low Tox 0.05725329 Moderate Con 0.391
Nov 3, 2020 2 likes How much do refugees and …
The curry is rising
The curry is rising
Identity Attack0.009286462
Insult0.02193286
Profanity0.027820412
Threat0.008686432
Severe Toxicity0.0028038025
Low Tox 0.05725329 Low Con 0.282 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Good propaganda video.. conveniently hiding the facts that you didn’t wanna show...
Good propaganda video.. conveniently hiding the facts that you didn’t wanna show...
Identity Attack0.0030338243
Insult0.021352753
Profanity0.013883443
Threat0.007029374
Severe Toxicity0.0014686584
Low Tox 0.05725329 Low Con 0.139
Mar 4, 2019 How much do refugees and …
Intense Concentration of any one ethnic group in on area typically ends up becoming a problem. The birth rate in Canada is insufficient, immigration will always drive the country’s growth but it needs to be …
Intense Concentration of any one ethnic group in on area typically ends up becoming a problem. The birth rate in Canada is insufficient, immigration will always drive the country’s growth but it needs to be diluted with multiple ethnic groups. Nearly a million Indians in one small area will make the area just like India. Conestoga college has done the same thing to Kitchener.
Identity Attack0.04925346
Insult0.015948927
Profanity0.011133623
Threat0.0069905366
Severe Toxicity0.0015258789
Low Tox 0.05725329 Constructive 0.539 Policy_Critique
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
8:29 wait thats the new Brampton
8:29 wait thats the new Brampton
Identity Attack0.008435511
Insult0.014884921
Profanity0.02522431
Threat0.011042561
Severe Toxicity0.003452301
Low Tox 0.05725329 Low Con 0.29 Meta_Commentary
Feb 24, 2026 6 likes Inside Canada's Indian Invasion...
well Canada is big, so the rest of Canada can welcome them, instead of just pointing the finger and not taking action. If the rest of Canada would have help Quebec that wouldn't be happening. …
well Canada is big, so the rest of Canada can welcome them, instead of just pointing the finger and not taking action. If the rest of Canada would have help Quebec that wouldn't be happening. But why doing something before it explode huh!?!
Identity Attack0.010729378
Insult0.020256994
Profanity0.0128245065
Threat0.012233571
Severe Toxicity0.0018405914
Low Tox 0.05725329 Constructive 0.544
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Trudeau let them all in, then Trudeau went from 12 million in his bank to over 120 million in his bank account instead of tax payers being on the hook for the vote Trudeau wanted …
Trudeau let them all in, then Trudeau went from 12 million in his bank to over 120 million in his bank account instead of tax payers being on the hook for the vote Trudeau wanted how about he pays out of his pocket!!!
Identity Attack0.0026083488
Insult0.029714199
Profanity0.012517073
Threat0.0061231707
Severe Toxicity0.0010251999
Low Tox 0.05725329 Low Con 0.273
Dec 23, 2025 20 likes Deportations From Canada at Their …
No wonder there are still turbins in Surrey
No wonder there are still turbins in Surrey
Identity Attack0.015355183
Insult0.022577424
Profanity0.014327513
Threat0.0077284453
Severe Toxicity0.0016212463
Low Tox 0.05725329 Low Con 0.206 Identity_Assertion
Oct 15, 2025 IRCC Names India in Study …
That is nothing. Compare this to the quarter million migrants arriving in Canada annually, from India
That is nothing. Compare this to the quarter million migrants arriving in Canada annually, from India
Identity Attack0.04796442
Insult0.015872927
Profanity0.012038844
Threat0.006039023
Severe Toxicity0.0014209747
Low Tox 0.05725329 Low Con 0.23
Dec 24, 2025 1 likes Deportations From Canada at Their …
Yeah well, it never should have been like this to begin with! This cost should be covered by liberals since it's their policies costing us!
Yeah well, it never should have been like this to begin with! This cost should be covered by liberals since it's their policies costing us!
Identity Attack0.012943448
Insult0.024897853
Profanity0.01220964
Threat0.006809296
Severe Toxicity0.0012397766
Low Tox 0.05725329 Low Con 0.285
Dec 26, 2025 Deportations From Canada at Their …
We indian don't destroy any culture of world we believe in respect all culture and mixed with him with his respected culture don't worry about it we are not destroy canadian respected culture we are …
We indian don't destroy any culture of world we believe in respect all culture and mixed with him with his respected culture don't worry about it we are not destroy canadian respected culture we are mixed with canadian culture ❤❤❤😊
Identity Attack0.03636306
Insult0.014276917
Profanity0.017914234
Threat0.011508608
Severe Toxicity0.002746582
Low Tox 0.05725329 Constructive 0.685
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Sub 1 minute club 💪
Sub 1 minute club 💪
Identity Attack0.0055866763
Insult0.020901557
Profanity0.05393682
Threat0.00967031
Severe Toxicity0.004673004
Low Tox 0.05725329 Moderate Con 0.339 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Pour que le Canada ait l'une des économies les plus performantes, il faudrait que les personnes souhaitant avoir plus de quatre enfants commencent à payer des impôts après le quatrième. En effet, des centaines de …
Pour que le Canada ait l'une des économies les plus performantes, il faudrait que les personnes souhaitant avoir plus de quatre enfants commencent à payer des impôts après le quatrième. En effet, des centaines de personnes viennent au Canada pour avoir jusqu'à dix enfants, ce qui est néfaste pour la santé mentale et reproductive et nuit gravement à l'économie canadienne. De plus, cela éviterait d'avoir recours à des vaccins agressifs ou à d'autres mesures de contrôle coûteuses et potentiellement nocives.
Identity Attack0.014350293
Insult0.028612386
Profanity0.012961143
Threat0.0072365063
Severe Toxicity0.0017166138
Low Tox 0.05725329 Moderate Con 0.481
Jan 7, 2026 1 likes New rules, regulations take effect …
Why can't these people get jobs?
Why can't these people get jobs?
Identity Attack0.010803374
Insult0.02012808
Profanity0.013302735
Threat0.0071199946
Severe Toxicity0.0016880035
Low Tox 0.05725329 Low Con 0.252
Feb 2, 2021 How much do refugees and …
When did people visiting a country working on a temporary Visa develop the idea that they were automatically entitled to citizenship? To be clear the only reason we have immigration is because we don't make …
When did people visiting a country working on a temporary Visa develop the idea that they were automatically entitled to citizenship? To be clear the only reason we have immigration is because we don't make enough of our own babies. there are a number of other considerations that would restrict immigration. a sovereign country has a right to determine when, how many, from where and why they accept people from other parts of the world to become citizens of their country. And they get to set the terms . PERIOD
Identity Attack0.023193322
Insult0.022706337
Profanity0.015898837
Threat0.007145886
Severe Toxicity0.0017166138
Low Tox 0.057005897 Constructive 0.585
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Oh come on! The first thumbnail was hilarious! 👱‍♀
Oh come on! The first thumbnail was hilarious! 👱‍♀
Identity Attack0.006030651
Insult0.01819439
Profanity0.028913507
Threat0.010162249
Severe Toxicity0.0030326843
Low Tox 0.057005897 Moderate Con 0.328 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I think what people should do, especially that gentleman that knew that fourteen people were living in a household.There is legal limitations of how many people can live in a household, and they are most …
I think what people should do, especially that gentleman that knew that fourteen people were living in a household.There is legal limitations of how many people can live in a household, and they are most definitely probably in violation of that.And the ministry should come in and shut them down
Identity Attack0.006030651
Insult0.01838776
Profanity0.015420608
Threat0.013579931
Severe Toxicity0.0018405914
Low Tox 0.057005897 Constructive 0.509 Call_To_Action
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
It has to ✋ stop. No more
It has to ✋ stop. No more
Identity Attack0.0052166977
Insult0.015264924
Profanity0.022969801
Threat0.011741633
Severe Toxicity0.0026893616
Low Tox 0.057005897 Low Con 0.247 Call_To_Action
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
5:30 😂😂😂
5:30 😂😂😂
Identity Attack0.0052906936
Insult0.01465692
Profanity0.038154904
Threat0.009281937
Severe Toxicity0.00541687
Low Tox 0.057005897 Moderate Con 0.371
Jan 27, 2026 Inside Canada's Indian Invasion...
Weak answers 🙄
Weak answers 🙄
Identity Attack0.001105311
Insult0.030926194
Profanity0.017026093
Threat0.005627995
Severe Toxicity0.001335144
Low Tox 0.057005897 Moderate Con 0.319 Meta_Commentary
Sep 28, 2025 IRCC Names India in Study …
Guy on the bike is incredibly based
Guy on the bike is incredibly based
Identity Attack0.007214582
Insult0.020901557
Profanity0.022696527
Threat0.009463178
Severe Toxicity0.002670288
Low Tox 0.057005897 Moderate Con 0.345 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Thank you for coming to my Country and making a video here.
Thank you for coming to my Country and making a video here.
Identity Attack0.023796257
Insult0.01648093
Profanity0.029460056
Threat0.0100069
Severe Toxicity0.0042152405
Low Tox 0.057005897 Moderate Con 0.472 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I think we should import cultures that align with our traditional ones.
I think we should import cultures that align with our traditional ones.
Identity Attack0.037394293
Insult0.014124917
Profanity0.020032106
Threat0.008323951
Severe Toxicity0.0030136108
Low Tox 0.057005897 Moderate Con 0.335 Identity_Assertion
Jan 3, 2026 30 likes New rules, regulations take effect …
Yo Tyler I live there I wish I saw you man 8:34
Yo Tyler I live there I wish I saw you man 8:34
Identity Attack0.011247349
Insult0.015340924
Profanity0.033144772
Threat0.027343199
Severe Toxicity0.0050354004
Low Tox 0.057005897 Constructive 0.52 Personal_Narrative
Jan 28, 2026 8 likes Inside Canada's Indian Invasion...
Madame when ppl say you have no culture… respond with our architectural achievements, rule of law, lifestyle, our language our artwork, our medical advances, our railways and then go on and on and they might …
Madame when ppl say you have no culture… respond with our architectural achievements, rule of law, lifestyle, our language our artwork, our medical advances, our railways and then go on and on and they might learn something.
Identity Attack0.004606233
Insult0.0279513
Profanity0.011133623
Threat0.005945166
Severe Toxicity0.0009441376
Low Tox 0.057005897 Moderate Con 0.344
Sep 17, 2025 1 likes Why Canadians Are Turning Against …

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.