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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 805 of 1230
Pajeeta defending her pajeets
Pajeeta defending her pajeets
Identity Attack0.025002124
Insult0.0817555
Profanity0.073529124
Threat0.008531082
Severe Toxicity0.005493164
Low Tox 0.10522962 Low Con 0.218
Oct 1, 2025 1 likes IRCC Names India in Study …
Thank you for making this, I live in Surrey and you can go an entire day without seeing anyone else. Them being here is not the problem. The problem is the government working only for …
Thank you for making this, I live in Surrey and you can go an entire day without seeing anyone else. Them being here is not the problem. The problem is the government working only for them, some of them not even attempting to assimilate and a choice few of them bringing over their gang violence (again, only a few bad apples, most are fabulous people).
Identity Attack0.021585498
Insult0.037395194
Profanity0.015147334
Threat0.0086087575
Severe Toxicity0.0020122528
Low Tox 0.10522962 Constructive 0.755 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Like the guy on the bike no filter 😂😂😂
Like the guy on the bike no filter 😂😂😂
Identity Attack0.006289636
Insult0.024511116
Profanity0.026180768
Threat0.009851551
Severe Toxicity0.0042533875
Low Tox 0.10522962 Low Con 0.285
Jan 27, 2026 44 likes Inside Canada's Indian Invasion...
Canadians need to be trained. Where are the jobs for Canadians. There are no real higher paying jobs available now
Canadians need to be trained. Where are the jobs for Canadians. There are no real higher paying jobs available now
Identity Attack0.0775651
Insult0.026831545
Profanity0.0113385795
Threat0.006770459
Severe Toxicity0.0022125244
Low Tox 0.10522962 Low Con 0.223 Economic_Argument
Jan 20, 2026 Why Canada’s immigration system has …
It's the preets
It's the preets
Identity Attack0.039456755
Insult0.029604018
Profanity0.050930742
Threat0.00899713
Severe Toxicity0.0040626526
Low Tox 0.10522962 Low Con 0.251 Identity_Assertion
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Brother I live in Mississauga and Toronto used to go to Brampton all the time yeah it's literally indiantown it's not Brampton it's browntown.
Brother I live in Mississauga and Toronto used to go to Brampton all the time yeah it's literally indiantown it's not Brampton it's browntown.
Identity Attack0.07012023
Insult0.025929155
Profanity0.029050145
Threat0.007637825
Severe Toxicity0.003452301
Low Tox 0.10522962 Constructive 0.651 Personal_Narrative
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
6:58 ❤ the way you dug into the food. That’s exactly how this is to be savoured. + subscribed ! 😊
6:58 ❤ the way you dug into the food. That’s exactly how this is to be savoured. + subscribed ! 😊
Identity Attack0.008176526
Insult0.023866551
Profanity0.04667213
Threat0.012958534
Severe Toxicity0.0049972534
Low Tox 0.10522962 Constructive 0.57 Solidarity
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
big irony at timestamp 9.00, i laughed so loud had we rolling
big irony at timestamp 9.00, i laughed so loud had we rolling
Identity Attack0.008435511
Insult0.026058068
Profanity0.027000591
Threat0.010110466
Severe Toxicity0.0030899048
Low Tox 0.10522962 Moderate Con 0.331 Meta_Commentary
Jan 11, 2026 Inside Canada's Indian Metropolis (Brampton)
😂😂😂😂what a joke
😂😂😂😂what a joke
Identity Attack0.003866276
Insult0.029604018
Profanity0.032142747
Threat0.0067186756
Severe Toxicity0.0030326843
Low Tox 0.10522962 Moderate Con 0.32 Humor_Satire
Jan 12, 2026 Canada’s new rules in 2026
There are hardly any quality career opportunities to attract high quality immigrants from India. Those who are educated, for them salaries have increased far more than western countries in India so they are choosing to …
There are hardly any quality career opportunities to attract high quality immigrants from India. Those who are educated, for them salaries have increased far more than western countries in India so they are choosing to stay back. You are getting the lot who think despite lack of education, earning Dollars is easy once you migrate.
Identity Attack0.08666438
Insult0.027730936
Profanity0.011816809
Threat0.0060778605
Severe Toxicity0.0021266937
Low Tox 0.10522962 Moderate Con 0.435 Economic_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
It's too bad you didn't visit the many farms and gardens that the new Canadians have setup on the outskirts of Brampton. They are inspirational. That temple you showed has been there for at least …
It's too bad you didn't visit the many farms and gardens that the new Canadians have setup on the outskirts of Brampton. They are inspirational. That temple you showed has been there for at least 30 years - it was built in a field in the middle of nowhere at the time. I do agree that way too many young Indian men think the area is a place to live out the Grand Thief Auto fantasies ;-)
Identity Attack0.058401883
Insult0.033570543
Profanity0.013576009
Threat0.0067316215
Severe Toxicity0.002040863
Low Tox 0.10522962 Constructive 0.794 Solidarity
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Stay here in Canada and get ready to repel American invasion with extreme prejudice. This pundit is being too "nice".
Stay here in Canada and get ready to repel American invasion with extreme prejudice. This pundit is being too "nice".
Identity Attack0.0075686863
Insult0.0062324493
Profanity0.00013282645
Threat0.032100916
Severe Toxicity0.000016254517
Low Tox 0.10495276
Dec 8, 2025
its Sunaks country now.. hahaha
its Sunaks country now.. hahaha
Identity Attack0.039972372
Insult0.03158728
Profanity0.02392626
Threat0.0091524795
Severe Toxicity0.0046920776
Low Tox 0.104795754 Low Con 0.205
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
Identity Attack0.055218685
Insult0.028061481
Profanity0.010928668
Threat0.00789674
Severe Toxicity0.001964569
Low Tox 0.104795754 Moderate Con 0.357 Unverified_Claim
Jun 20, 2025 How Canada broke its immigration …
Just came back from there they definitely better than the ones in California!!!
Just came back from there they definitely better than the ones in California!!!
Identity Attack0.059311368
Insult0.02982438
Profanity0.017709278
Threat0.0067316215
Severe Toxicity0.002412796
Low Tox 0.104795754 Moderate Con 0.467 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that came into the country during the time of Trudeau and Carney. This will lower cost of housing, right now it takes 5 people on minimum wage to afford a 1 bedroom apartment and we wonder why we have so many people living on the streets. This will open jobs lower prices on food and allow the future generation to afford a a home.
Identity Attack0.048480038
Insult0.033460364
Profanity0.013439372
Threat0.008582866
Severe Toxicity0.0030136108
Low Tox 0.104795754 Constructive 0.681
Sep 29, 2025 IRCC Names India in Study …
Visit robbinsville NJ, dude. Temples are bigger Indian population is larger than this Canadian town.
Visit robbinsville NJ, dude. Temples are bigger Indian population is larger than this Canadian town.
Identity Attack0.09659086
Insult0.024382202
Profanity0.013473531
Threat0.0064015044
Severe Toxicity0.0023460388
Low Tox 0.104795754 Low Con 0.279 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Next time you should ask them why they say they are from Punjab rather than from India, this is only religion in India 🇮🇳 who resonates themselves as a state of India which is Punjab. …
Next time you should ask them why they say they are from Punjab rather than from India, this is only religion in India 🇮🇳 who resonates themselves as a state of India which is Punjab. I am sure Punjab didn’t issue them Passports it’s India.
Identity Attack0.099899694
Insult0.028832749
Profanity0.01805087
Threat0.007573096
Severe Toxicity0.003452301
Low Tox 0.104795754 Constructive 0.545 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
What a joke
What a joke
Identity Attack0.00310782
Insult0.03423163
Profanity0.024131214
Threat0.006543908
Severe Toxicity0.0018596649
Low Tox 0.104795754 Moderate Con 0.335 Meta_Commentary
Feb 5, 2026 Canada’s new rules in 2026
Venezualian oil will start Flowing soon, Canadian oil can NOT compete. Expect a COLAPSE of econmy as only real source of exports will cloapse . GET OUT now
Venezualian oil will start Flowing soon, Canadian oil can NOT compete. Expect a COLAPSE of econmy as only real source of exports will cloapse . GET OUT now
Identity Attack0.01565665
Insult0.030044744
Profanity0.013576009
Threat0.009877442
Severe Toxicity0.0025558472
Low Tox 0.104795754 Low Con 0.248
Jan 13, 2026 2 likes Canada’s new rules in 2026
The problem seems started with the liberal’s opening our borders to immigrants bringing in 400+ a year. No housing or jobs for them, so the government (liberals) gave them a free ride on the backs …
The problem seems started with the liberal’s opening our borders to immigrants bringing in 400+ a year. No housing or jobs for them, so the government (liberals) gave them a free ride on the backs of Canadian taxpayers. Time to close the borders for at least 5yrs.
Identity Attack0.062039822
Insult0.027730936
Profanity0.011133623
Threat0.008272167
Severe Toxicity0.0025749207
Low Tox 0.104795754 Moderate Con 0.393 Policy_Critique
Sep 27, 2025 2 likes Why Canadians Are Turning Against …
There is no labor shortage.. I moved to Montreal from Toronto as a Canadian, can't find a job. There is strange favoritism for temporary immigrants that can't speak English nor French
There is no labor shortage.. I moved to Montreal from Toronto as a Canadian, can't find a job. There is strange favoritism for temporary immigrants that can't speak English nor French
Identity Attack0.07673789
Insult0.030154925
Profanity0.011219022
Threat0.0060778605
Severe Toxicity0.0016307831
Low Tox 0.104795754 Constructive 0.609 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Yes, they can go back home and 24 Billions Canadian tax payers given to Ukrainians must come back for Canadians to benefit their interests.if not liberals have to return it from their pockets .this is …
Yes, they can go back home and 24 Billions Canadian tax payers given to Ukrainians must come back for Canadians to benefit their interests.if not liberals have to return it from their pockets .this is the real control!
Identity Attack0.037394293
Insult0.03588435
Profanity0.012551232
Threat0.007197669
Severe Toxicity0.0020313263
Low Tox 0.104795754 Moderate Con 0.377 Economic_Argument
Jan 17, 2026 2.9 million Canadian temporary visas …
Thank Trudeau Ford for ignoring housing crisis,then Trudeau brought in immigrants refugees.Canadains don't mind immigrants refugees ,it's the fact there's zero new homes and Canada like USA is in a housing crisis .We see Canadians …
Thank Trudeau Ford for ignoring housing crisis,then Trudeau brought in immigrants refugees.Canadains don't mind immigrants refugees ,it's the fact there's zero new homes and Canada like USA is in a housing crisis .We see Canadians living on streets as immigrants refugees get checks at tax payers expense and homeless get ignored as more seniors are living on streets.
Identity Attack0.0543092
Insult0.03335018
Profanity0.010433359
Threat0.006686311
Severe Toxicity0.0019931793
Low Tox 0.104795754 Constructive 0.742 Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I met some Indians in Thailand but they say : We are from canada 😂
I met some Indians in Thailand but they say : We are from canada 😂
Identity Attack0.10221587
Insult0.02567133
Profanity0.026590679
Threat0.0076507707
Severe Toxicity0.0030899048
Low Tox 0.104795754 Moderate Con 0.442
Dec 28, 2025 Inside Canada's Indian Metropolis (Brampton)

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.