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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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30,738 comments · Page 545 of 1230
i will never trust kenny he did nothing for Alberta.. he's freemason in the elite club!
i will never trust kenny he did nothing for Alberta.. he's freemason in the elite club!
Identity Attack0.019374741
Insult0.20901857
Profanity0.024951037
Threat0.0072882893
Severe Toxicity0.0042533875
Low Tox 0.25462922 Moderate Con 0.336 Unverified_Claim
Feb 23, 2026 LILLEY UNLEASHED: The fall of …
Inshallah more Indians will move to Canada.
Inshallah more Indians will move to Canada.
Identity Attack0.31307843
Insult0.060752302
Profanity0.02433617
Threat0.009048914
Severe Toxicity0.008087158
Low Tox 0.25462922 Moderate Con 0.303
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Everything in this video is the sad reality of today, I worked in a production of fruits and veggies, and the agency "immigrants" hiring were practically, eating food with their hands instead of utensiles available …
Everything in this video is the sad reality of today, I worked in a production of fruits and veggies, and the agency "immigrants" hiring were practically, eating food with their hands instead of utensiles available to everyone at said place to even praying infront of canadian employees about their own beliefs and old ways.... it's truly disrespectful to be surrounded by immigrants who couldn't care for 2 cents about the country they migrate too. I'm now unemployed, been searching for a job for the last 3 months and can't even get hired into a basic low wage job like mc donalds tim hortons or any of those because its filled with nothing but immigrants. Really sad, and i'm annoyed that I dont get any callback from anywhere due to overflux of immigrants taking the jobs that can atleast get you out of trouble.
Identity Attack0.21470967
Insult0.16773392
Profanity0.03765389
Threat0.007883795
Severe Toxicity0.0075149536
Low Tox 0.25462922 Constructive 0.729
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Dont know about canada but we Indians live rent-free in canadians heads. I've never been to canada, nor even thought about that country much in my life up until i started meeting many canadians on …
Dont know about canada but we Indians live rent-free in canadians heads. I've never been to canada, nor even thought about that country much in my life up until i started meeting many canadians on the internet who lose it on me for no reason at all. The most hateful people i have met online have been canadians. I have talked to american gr0ypers online on platforms like discord and omegle etc... and they've been more respectful, polite and friendly than so called "liberal" canadians. Some of them i even befriended. This is sad. What a sorry state it would be to live in one of these canadians mind. Filled with hate against one particular peoples. All of this hate that i have received will only make me definitely avoid to visit canada at all costs!
Identity Attack0.23998553
Insult0.1640896
Profanity0.055940874
Threat0.008272167
Severe Toxicity0.0074005127
Low Tox 0.25462922 Constructive 0.623 Personal_Narrative
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
Shirtless poland guy teaching ethics good
Shirtless poland guy teaching ethics good
Identity Attack0.17925262
Insult0.14150882
Profanity0.08452088
Threat0.010395273
Severe Toxicity0.009918213
Low Tox 0.25462922 Low Con 0.217 Humor_Satire
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Come india n see the reality of hindu people😅😅😅😅😅😂😂😂😂😂
Come india n see the reality of hindu people😅😅😅😅😅😂😂😂😂😂
Identity Attack0.2846865
Insult0.089778624
Profanity0.07255927
Threat0.03407705
Severe Toxicity0.02296847
Low Tox 0.25462922 Low Con 0.209
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The old white guy with the bike is a real hero!
The old white guy with the bike is a real hero!
Identity Attack0.27510223
Insult0.06984934
Profanity0.056441884
Threat0.014393489
Severe Toxicity0.010910034
Low Tox 0.25462922 Moderate Con 0.395 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian: I'm proud to be Indian Westerner: then why don't you stay in India? Indian: because there's nothing to be proud of to live there Westerner: but you just said you're proud to be Indian? …
Indian: I'm proud to be Indian Westerner: then why don't you stay in India? Indian: because there's nothing to be proud of to live there Westerner: but you just said you're proud to be Indian? Indian: it's just uh anyways whatever
Identity Attack0.28034934
Insult0.06459839
Profanity0.091633186
Threat0.012026439
Severe Toxicity0.01302678
Low Tox 0.25462922 Moderate Con 0.414
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
why not deport all of them back?
why not deport all of them back?
Identity Attack0.17925262
Insult0.05086332
Profanity0.023106437
Threat0.09009721
Severe Toxicity0.009727478
Low Tox 0.25462922 Low Con 0.217 Call_To_Action
Jan 18, 2026 2.9 million Canadian temporary visas …
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest …
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest the fragile economy and lack of workers, an increasingly older population, and overcrowded nursing homes. 😅
Identity Attack0.012340514
Insult0.2435641
Profanity0.026044132
Threat0.006641001
Severe Toxicity0.0031661987
Low Tox 0.25462922 Moderate Con 0.459 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I'm surprised he could find that many white people in Brampton.
I'm surprised he could find that many white people in Brampton.
Identity Attack0.2877625
Insult0.061451588
Profanity0.040409464
Threat0.009437286
Severe Toxicity0.007286072
Low Tox 0.25462922 Moderate Con 0.437 Humor_Satire
Feb 12, 2026 Inside Canada's Indian Invasion...
Who gave them permission to drive He should be fired
Who gave them permission to drive He should be fired
Identity Attack0.011691323
Insult0.06442356
Profanity0.03840541
Threat0.15276608
Severe Toxicity0.0077056885
Low Tox 0.25462922 Low Con 0.235 Call_To_Action
Feb 7, 2026 Inside Canada's Indian Invasion...
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Identity Attack0.26494437
Insult0.25800487
Profanity0.06295506
Threat0.04029291
Severe Toxicity0.020386212
Low Tox 0.25462922 Low Con 0.259 Call_To_Action
Oct 26, 2025 IRCC Names India in Study …
They should all be sent back
They should all be sent back
Identity Attack0.10699738
Insult0.06512285
Profanity0.044668075
Threat0.09929679
Severe Toxicity0.011444092
Low Tox 0.25462922 Low Con 0.228
Jan 5, 2026 Migrants cross into Canada near …
I a Canadian don’t have an issue with Indian immigrants I have an issue with immigrants who don’t work and live off The government and our money, but thank you for speaking of this
I a Canadian don’t have an issue with Indian immigrants I have an issue with immigrants who don’t work and live off The government and our money, but thank you for speaking of this
Identity Attack0.31307843
Insult0.08212569
Profanity0.017914234
Threat0.0065956907
Severe Toxicity0.006904602
Low Tox 0.25462922 Constructive 0.666 Identity_Assertion
Feb 3, 2026 Inside Canada's Indian Invasion...
It’s extremely sad that our country has become this. Our government hates its native people, we’re disarmed and hurting here
It’s extremely sad that our country has become this. Our government hates its native people, we’re disarmed and hurting here
Identity Attack0.1035157
Insult0.08434689
Profanity0.048175167
Threat0.017846745
Severe Toxicity0.006866455
Low Tox 0.25462922 Moderate Con 0.431
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks Liberals for this disappointment
Thanks Liberals for this disappointment
Identity Attack0.10221587
Insult0.16551061
Profanity0.029050145
Threat0.007793174
Severe Toxicity0.004425049
Low Tox 0.25462922 Low Con 0.27
Dec 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Kick out non tax paying refugees who have been in the country longer than two years. We have millions claiming child tax credits and welfare who drive luxury cars and haven't paid a cent in …
Kick out non tax paying refugees who have been in the country longer than two years. We have millions claiming child tax credits and welfare who drive luxury cars and haven't paid a cent in taxes back to society
Identity Attack0.20878418
Insult0.061101943
Profanity0.026317406
Threat0.20938614
Severe Toxicity0.012833111
Low Tox 0.25462922 Moderate Con 0.367
Dec 30, 2025 3 likes Deportations From Canada at Their …
First learn the difference between Indian and khalstanis. Most of these people are khalistan supporters about which India warned Canada since decades. Indian people do not get involved in criminal activities. They worked hard, pay …
First learn the difference between Indian and khalstanis. Most of these people are khalistan supporters about which India warned Canada since decades. Indian people do not get involved in criminal activities. They worked hard, pay their college fees, pay their taxes & contribute in economy unlike khalstanis.
Identity Attack0.2831485
Insult0.10587067
Profanity0.016001316
Threat0.0071847234
Severe Toxicity0.005645752
Low Tox 0.25462922 Moderate Con 0.483 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
We are neighbors of India and all neighboring countries are suffering since 1757 when hindus brought down the richest kingdom on earth and tookover the empire and the indian hindus helped the british as collaborators …
We are neighbors of India and all neighboring countries are suffering since 1757 when hindus brought down the richest kingdom on earth and tookover the empire and the indian hindus helped the british as collaborators to replaced the bengal king and British occupied another 190 years. They are waging wars with the neighbors, but in 1962 chinese beat them badly, so they are not fighting with the chinese, but still fighting with Pakistan, Kashimiris , Bangladesh, Nepal, Srilanka, Maldives and all neighbors hate india.
Identity Attack0.28622448
Insult0.13064787
Profanity0.08840031
Threat0.061412923
Severe Toxicity0.015415368
Low Tox 0.25462922 Constructive 0.541 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Elect globalists become the third world.
Elect globalists become the third world.
Identity Attack0.1035157
Insult0.123407245
Profanity0.026317406
Threat0.009359611
Severe Toxicity0.0059890747
Low Tox 0.25462922 Low Con 0.075 Fear_Threat
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Stop voting liberals🫠
Stop voting liberals🫠
Identity Attack0.20483385
Insult0.083359696
Profanity0.027683776
Threat0.0138755
Severe Toxicity0.007095337
Low Tox 0.25462922 Low Con 0.233
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
The agruments are weak. The first settlers who left europe to settle in US was for economical and religious reasons. People should give up their food, personal values, language when they settle in north america? …
The agruments are weak. The first settlers who left europe to settle in US was for economical and religious reasons. People should give up their food, personal values, language when they settle in north america? Well I guess you cannot eat any Jamaican food again. In new york people still are proud of their italian and irish heritage. The problem with Canada is you flooding your country way too fast with immigrants.
Identity Attack0.28034934
Insult0.08582769
Profanity0.015147334
Threat0.007521313
Severe Toxicity0.005264282
Low Tox 0.25462922 Constructive 0.629
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
Thanks our Government. We become third world country….. communist. 😂
Thanks our Government. We become third world country….. communist. 😂
Identity Attack0.14233272
Insult0.10148193
Profanity0.025634222
Threat0.008077981
Severe Toxicity0.00667572
Low Tox 0.25462922 Low Con 0.168
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Indian food is not ethnic it’s Indian😂😂😂
Indian food is not ethnic it’s Indian😂😂😂
Identity Attack0.2772088
Insult0.046764325
Profanity0.04867618
Threat0.008453408
Severe Toxicity0.013866014
Low Tox 0.25462922 Low Con 0.176 Humor_Satire
Jan 29, 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.