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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

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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 585 of 1230
Zooming into the man’s flip flops got me 😂
Zooming into the man’s flip flops got me 😂
Identity Attack0.012139536
Insult0.05086332
Profanity0.15019037
Threat0.021472665
Severe Toxicity0.010223389
Low Tox 0.23343207 Moderate Con 0.327 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Better than becoming a little Somalia.
Better than becoming a little Somalia.
Identity Attack0.23011416
Insult0.083359696
Profanity0.028640235
Threat0.009023022
Severe Toxicity0.008811951
Low Tox 0.23343207 Low Con 0.161 Fear_Threat
Oct 16, 2025 Inside Canada's Indian Metropolis (Brampton)
West colonized India for 400 years, now they are colonizing them, what's the problem 😂
West colonized India for 400 years, now they are colonizing them, what's the problem 😂
Identity Attack0.22935481
Insult0.06617179
Profanity0.058445938
Threat0.013372798
Severe Toxicity0.010986328
Low Tox 0.23343207 Low Con 0.197 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There a failed state and a failed culture.
There a failed state and a failed culture.
Identity Attack0.04538634
Insult0.11464815
Profanity0.028640235
Threat0.0066345283
Severe Toxicity0.004234314
Low Tox 0.23343207 Low Con 0.146 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
so sad what this city has become, absolute joke
so sad what this city has become, absolute joke
Identity Attack0.015154205
Insult0.14150882
Profanity0.033645786
Threat0.0069387536
Severe Toxicity0.003604889
Low Tox 0.23343207 Low Con 0.28 Fear_Threat
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The description is comparing refugees to our veterans, seniors, sick and our poor... wow wowowie
The description is comparing refugees to our veterans, seniors, sick and our poor... wow wowowie
Identity Attack0.11860296
Insult0.12883772
Profanity0.013166099
Threat0.0063497215
Severe Toxicity0.004386902
Low Tox 0.23343207 Moderate Con 0.447
Apr 8, 2019 2 likes How much do refugees and …
this is why canadians cant afford being canadian
this is why canadians cant afford being canadian
Identity Attack0.2772088
Insult0.061276767
Profanity0.02071529
Threat0.007883795
Severe Toxicity0.006713867
Low Tox 0.23343207 Low Con 0.239 Economic_Argument
Feb 4, 2026 Inside Canada's Indian Invasion...
25:27 I have said the same. Their entitlement to refugee benefits is disturbing. My parents NEVER EVER collected social assistance neither looked for handouts. They never believed they were entitled to anything. ❗️❗️❗️❗️
25:27 I have said the same. Their entitlement to refugee benefits is disturbing. My parents NEVER EVER collected social assistance neither looked for handouts. They never believed they were entitled to anything. ❗️❗️❗️❗️
Identity Attack0.07921951
Insult0.07333439
Profanity0.029888187
Threat0.008220384
Severe Toxicity0.0050354004
Low Tox 0.23343207 Constructive 0.677
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Poopjeets
Poopjeets
Identity Attack0.011617327
Insult0.089778624
Profanity0.35597226
Threat0.0069387536
Severe Toxicity0.023076924
Low Tox 0.23343207 Low Con 0.221
Jan 27, 2026 Inside Canada's Indian Invasion...
If everyone just immigrated to western countries then what’s the point of having other countries? The reason different cultures exist is mainly because people were separated by geography! We can’t all occupy the same land …
If everyone just immigrated to western countries then what’s the point of having other countries? The reason different cultures exist is mainly because people were separated by geography! We can’t all occupy the same land mass! This is insanity!
Identity Attack0.06613251
Insult0.1378885
Profanity0.024814399
Threat0.0066798385
Severe Toxicity0.0032234192
Low Tox 0.23343207 Moderate Con 0.343 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
As a Canadian, we need something like ICE to round up all of these illegal immigrants who come to this country under student visas and then they disappear. We need to stop giving out visas …
As a Canadian, we need something like ICE to round up all of these illegal immigrants who come to this country under student visas and then they disappear. We need to stop giving out visas for about 5 years.
Identity Attack0.23391083
Insult0.07523532
Profanity0.0147374235
Threat0.038220957
Severe Toxicity0.0077819824
Low Tox 0.23343207 Moderate Con 0.402
Nov 4, 2025 IRCC Names India in Study …
Courage to report on this topic. But you missed the point. The failure is Liberal politics on mass immigration not the Indians being a culprit. Oliviera come from Ireland then you can go in history …
Courage to report on this topic. But you missed the point. The failure is Liberal politics on mass immigration not the Indians being a culprit. Oliviera come from Ireland then you can go in history and see Irish immigrants.
Identity Attack0.2764353
Insult0.075868964
Profanity0.020168742
Threat0.008466354
Severe Toxicity0.0048828125
Low Tox 0.23343207 Constructive 0.75 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Well, the problem is we jump minimum wage too fast and it screwed the economy and that’s all true. Those fault.
Well, the problem is we jump minimum wage too fast and it screwed the economy and that’s all true. Those fault.
Identity Attack0.005401687
Insult0.082866095
Profanity0.2395431
Threat0.0071588317
Severe Toxicity0.005455017
Low Tox 0.23343207 Moderate Con 0.423 Economic_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
We have Cartels and terrorists walking around freely all over Canada, no kidding they are taking steps to keep them out.
We have Cartels and terrorists walking around freely all over Canada, no kidding they are taking steps to keep them out.
Identity Attack0.04480854
Insult0.049173255
Profanity0.00024307244
Threat0.014124937
Severe Toxicity0.000015487389
Low Tox 0.2333443
Dec 8, 2025 21 likes
About terrorist 8:40
About terrorist 8:40
Identity Attack0.053854458
Insult0.053205602
Profanity0.0684662
Threat0.035113025
Severe Toxicity0.009498596
Low Tox 0.2330714 Low Con 0.206 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Guy on the bike is spitting nothing but facts
Guy on the bike is spitting nothing but facts
Identity Attack0.0074365693
Insult0.13607834
Profanity0.07967158
Threat0.008556974
Severe Toxicity0.0049209595
Low Tox 0.2330714 Low Con 0.27 Meta_Commentary
Feb 27, 2026 Inside Canada's Indian Invasion...
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? …
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? Why aren't you talking about the bioweapon injections?? Did you make money on pcr's? PPs wifey too? Both sides have been compromised for decades. CSIS Report. China, India. Canadians never wanted immigration from any of these 3rd world countries. This is treason.
Identity Attack0.089973204
Insult0.1342682
Profanity0.017777596
Threat0.012751401
Severe Toxicity0.0051116943
Low Tox 0.2330714 Moderate Con 0.346 Call_To_Action
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
WE WERE ALL IMMIGRANTS IN CANADA when our families first moved here..we had to take new last names which was what your new occupation just became entering Canada..no matter where you came from..NOW you keep …
WE WERE ALL IMMIGRANTS IN CANADA when our families first moved here..we had to take new last names which was what your new occupation just became entering Canada..no matter where you came from..NOW you keep your family name occupation and standard of living..new immigrants ..you got it easy...my family had to assimulate,work hard and establish ..do it yourself housing and rig up equipment to work with..the first white men dealing with natives...on and on...
Identity Attack0.2774022
Insult0.06319981
Profanity0.018597418
Threat0.00899713
Severe Toxicity0.006790161
Low Tox 0.2330714 Constructive 0.753
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
most students came from India and get the job rigby away in my work place,with help of the relatives who work in same company, one day I asked the girl who don't even know to …
most students came from India and get the job rigby away in my work place,with help of the relatives who work in same company, one day I asked the girl who don't even know to speak English what is she studying for she said she don't know, she just pick any random course just to get work permit and PR. My work place is worst now compared to before
Identity Attack0.22859548
Insult0.08582769
Profanity0.07255927
Threat0.007961469
Severe Toxicity0.007247925
Low Tox 0.2330714 Constructive 0.65 Personal_Narrative
Sep 29, 2025 88 likes IRCC Names India in Study …
Sayki g things like R@@@ is not agaimst theor culture is racis5
Sayki g things like R@@@ is not agaimst theor culture is racis5
Identity Attack0.14875233
Insult0.07967083
Profanity0.078378424
Threat0.010783645
Severe Toxicity0.0090789795
Low Tox 0.2330714 Low Con 0.283 Meta_Commentary
Feb 9, 2026 Inside Canada's Indian Invasion...
Asians have the tendency to multiply
Asians have the tendency to multiply
Identity Attack0.27991617
Insult0.06774519
Profanity0.07126612
Threat0.008349842
Severe Toxicity0.00919342
Low Tox 0.2330714 Low Con 0.26 Unverified_Claim
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian fatigue is real
Indian fatigue is real
Identity Attack0.23391083
Insult0.081261896
Profanity0.0816113
Threat0.011146127
Severe Toxicity0.01121521
Low Tox 0.2330714 Moderate Con 0.305 Fear_Threat
Sep 24, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
If you cannot live in peace with the people of the country, please go back to your own country. We don’t wish you harm. We’re trying to give you a better life in our country.
If you cannot live in peace with the people of the country, please go back to your own country. We don’t wish you harm. We’re trying to give you a better life in our country.
Identity Attack0.11744241
Insult0.076185785
Profanity0.0166845
Threat0.011172019
Severe Toxicity0.0061035156
Low Tox 0.2330714 Moderate Con 0.489
Aug 25, 2025 Why Canadians Are Turning Against …
Thank God Canada is full of indian people, can you imagine if they all were from any "Peacefull religion" african country. 98% of them are law abiding simple people and same goes for chinese too. …
Thank God Canada is full of indian people, can you imagine if they all were from any "Peacefull religion" african country. 98% of them are law abiding simple people and same goes for chinese too. BUT I fully agree that Turdeau govt should not have opened the gates for everyone after Covid, Student Visa/legal immigration is a different issue.
Identity Attack0.28034934
Insult0.071433455
Profanity0.017162729
Threat0.006641001
Severe Toxicity0.0050354004
Low Tox 0.2330714 Constructive 0.721 Policy_Critique
Feb 14, 2026 Inside Canada's Indian Metropolis (Brampton)
Listen, kudos on the journalism, you’re one of my favorites, but maybe next time you get human smuggled, be on the safe side and carry the $6k the traffickers want.
Listen, kudos on the journalism, you’re one of my favorites, but maybe next time you get human smuggled, be on the safe side and carry the $6k the traffickers want.
Identity Attack0.014048826
Insult0.08212569
Profanity0.034146797
Threat0.05947323
Severe Toxicity0.005836487
Low Tox 0.2330714 Constructive 0.566 Humor_Satire
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.