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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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Active: "Good for you" 1,080 comments · Page 13 of 44
Québecois here. I cant wait for the AI french audio track to send this to my father. I keep telling him about how Canada is f***ed by immigration just like France and UK but he …
Québecois here. I cant wait for the AI french audio track to send this to my father. I keep telling him about how Canada is f***ed by immigration just like France and UK but he dont believe me. I explain to him that's because of the 101 law that make difficult for non-french speaker to come in Québec. Almost like a law for the preservation of the language and culture is a good thing.
Identity Attack0.21470967
Insult0.19967617
Profanity0.4044591
Threat0.009799767
Severe Toxicity0.022710243
Moderate 0.36095104 Constructive 0.713 Policy_Critique
Jan 29, 2026 9 likes Inside Canada's Indian Invasion...
As long as these people are not radical Islam, I think all is good!
As long as these people are not radical Islam, I think all is good!
Identity Attack0.43256098
Insult0.13607834
Profanity0.06195303
Threat0.020436687
Severe Toxicity0.01806218
Moderate 0.36095104 Moderate Con 0.397
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in …
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in Canada what it is like trying to find a job, If your last name isn't Singh or Patel good luck to you. Why is it that The Liberal government is letting in over 50% of the immigrants from India compared to the other nations? This is how you get cultural dominance. Immigrants who came to Canada before 2015 really wanted to become Canadian. Now everyone is coming at a fast rate, no one gives a F.
Identity Attack0.36702603
Insult0.27146968
Profanity0.043165036
Threat0.010990778
Severe Toxicity0.017803956
Moderate 0.36095104 Constructive 0.527 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
we dont care whats a good look if u here illegally u must go
we dont care whats a good look if u here illegally u must go
Identity Attack0.22783615
Insult0.15840563
Profanity0.08710717
Threat0.03304107
Severe Toxicity0.016125489
Moderate 0.36095104 Low Con 0.234
Jan 15, 2026 2.9 million Canadian temporary visas …
They can have it, the world. Why would anyone want to breed into this world anyway! If they want a hellhole, let them have it! Good luck, my soul won't be back!
They can have it, the world. Why would anyone want to breed into this world anyway! If they want a hellhole, let them have it! Good luck, my soul won't be back!
Identity Attack0.050671257
Insult0.16337912
Profanity0.2661772
Threat0.122295745
Severe Toxicity0.022710243
Moderate 0.36095104 Low Con 0.289 Fear_Threat
Sep 7, 2025 Why Canadians Are Turning Against …
But in india Hindu community will say only Hindu is good..but all religion are bad
But in india Hindu community will say only Hindu is good..but all religion are bad
Identity Attack0.44690517
Insult0.21368977
Profanity0.11911256
Threat0.020436687
Severe Toxicity0.023076924
Moderate 0.36043653 Low Con 0.286
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Doesn't that White Canadian guy realize that he, too, is a White 🗑? He said that all good Whites moved out, and he is still there??
Doesn't that White Canadian guy realize that he, too, is a White 🗑? He said that all good Whites moved out, and he is still there??
Identity Attack0.41975367
Insult0.1662211
Profanity0.05393682
Threat0.009437286
Severe Toxicity0.01502803
Moderate 0.36043653 Moderate Con 0.345 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
White-out no good for a neighborhood....
White-out no good for a neighborhood....
Identity Attack0.3817989
Insult0.1669316
Profanity0.05168226
Threat0.011922873
Severe Toxicity0.015609037
Moderate 0.3561489 Moderate Con 0.341 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Good, send them back. We dont need these 2 million people.
Good, send them back. We dont need these 2 million people.
Identity Attack0.31307843
Insult0.16890354
Profanity0.028913507
Threat0.06561559
Severe Toxicity0.016771052
Moderate 0.34757367 Low Con 0.203 Call_To_Action
Jan 18, 2026 2.9 million Canadian temporary visas …
As Indian illegal people r bad fr any country but legal people who r good,,working n don't harm anybody//why Canadian mindset is still closed?? If a person doesn't pay taxes thn send him to jail …
As Indian illegal people r bad fr any country but legal people who r good,,working n don't harm anybody//why Canadian mindset is still closed?? If a person doesn't pay taxes thn send him to jail but if he wear simple clothes n does his works/ why ur people see him as third world people,,see him as human..😊
Identity Attack0.38208112
Insult0.24928534
Profanity0.022423252
Threat0.007741391
Severe Toxicity0.012574885
Moderate 0.34757367 Constructive 0.643
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Coping with immigrants is good
Coping with immigrants is good
Identity Attack0.36942887
Insult0.09416737
Profanity0.18786818
Threat0.11922921
Severe Toxicity0.023076924
Moderate 0.34328604 Moderate Con 0.307 Solidarity
Feb 12, 2026 Canada's tighter immigration policy divides …
i once made a comment on a Facebook video about not seeing canadian culture in canada anymore , then over 100 muslim and indian people jumped in accusing me of "white wanabe" ,"betrayal to my …
i once made a comment on a Facebook video about not seeing canadian culture in canada anymore , then over 100 muslim and indian people jumped in accusing me of "white wanabe" ,"betrayal to my ancestors ", then they reported my fb to the point fb had to deactivate my account for good
Identity Attack0.44690517
Insult0.16766082
Profanity0.07320584
Threat0.012440704
Severe Toxicity0.015415368
Moderate 0.34328604 Moderate Con 0.499
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I thought these people was peaceful thats the propaganda the system has painted about these people the truth is something else they are very rude and not good neighbors
I thought these people was peaceful thats the propaganda the system has painted about these people the truth is something else they are very rude and not good neighbors
Identity Attack0.10221587
Insult0.33964422
Profanity0.08775374
Threat0.00967031
Severe Toxicity0.008964539
Moderate 0.34328604 Constructive 0.502 Unverified_Claim
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Good job, thanks for making this segment. I went to Nova Scotia last summer, I couldn't believe how many Indians were there, it was unrecognizable! They have crushed Canadian culture.
Good job, thanks for making this segment. I went to Nova Scotia last summer, I couldn't believe how many Indians were there, it was unrecognizable! They have crushed Canadian culture.
Identity Attack0.41052565
Insult0.16883044
Profanity0.035148825
Threat0.038220957
Severe Toxicity0.015286255
Moderate 0.3389984 Constructive 0.707 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm an Indian but I say this is not good you didn't opposing such like this migrants you will lose your country and your culture.
I'm an Indian but I say this is not good you didn't opposing such like this migrants you will lose your country and your culture.
Identity Attack0.38208112
Insult0.12702756
Profanity0.0887236
Threat0.04880493
Severe Toxicity0.015544481
Moderate 0.3389984 Constructive 0.597 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
I don't know what these khalistani people want first they have came into Canada illegally for their better life and when they manage to live a good life they claimed that they want khalistan .what …
I don't know what these khalistani people want first they have came into Canada illegally for their better life and when they manage to live a good life they claimed that they want khalistan .what Do they think a piece of game . Punjabis have separate state , their own chief minister, own parlament and they have everything of there own . Why do not any punjabi in India ask for khalistani bcz no one want it . Sikhs in canada are doing illegal things and operating via terrorist organisations called khalistan who spread hate against India .
Identity Attack0.39207554
Insult0.24928534
Profanity0.06044999
Threat0.016120117
Severe Toxicity0.016900165
Moderate 0.3389984 Constructive 0.53 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
I like how Michelle pulls the coversation back when the respondents start to verbally meander down the river of nonsensical drivel. Good job Michelle.
I like how Michelle pulls the coversation back when the respondents start to verbally meander down the river of nonsensical drivel. Good job Michelle.
Identity Attack0.006289636
Insult0.37279442
Profanity0.03389629
Threat0.007547205
Severe Toxicity0.004463196
Moderate 0.3389984 Moderate Con 0.312
Sep 29, 2025 IRCC Names India in Study …
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Identity Attack0.40883094
Insult0.11464815
Profanity0.05543986
Threat0.009463178
Severe Toxicity0.014059683
Moderate 0.3389984 Moderate Con 0.413 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
5:30 not true. IQ has been sebunked as it correlates with education level. poor countries such as african ones do not have good education generally.
5:30 not true. IQ has been sebunked as it correlates with education level. poor countries such as african ones do not have good education generally.
Identity Attack0.43896464
Insult0.21368977
Profanity0.05393682
Threat0.007870848
Severe Toxicity0.015286255
Moderate 0.3389984 Moderate Con 0.381 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Chandigarh one of the cleanest city of india, they might put of pic. Of chandigarh but when he talk about punjab he put bad picture this show your mindset...... When u need cheap labour or …
Chandigarh one of the cleanest city of india, they might put of pic. Of chandigarh but when he talk about punjab he put bad picture this show your mindset...... When u need cheap labour or money inflow for your clgs/university then indians are good but they want to do job, business their then they became dirty smally.. If west have problem with India just stop giving visa to Indians
Identity Attack0.3817989
Insult0.3388922
Profanity0.124631
Threat0.020436687
Severe Toxicity0.02296847
Moderate 0.3389984 Moderate Con 0.442 Identity_Assertion
Feb 25, 2026 Inside Canada's Indian Invasion...
TDS Sports, 😂😂😂 Now these nut jobs got their own sporting goods?? What are the teams called? Trump is a meanie soccer team??
TDS Sports, 😂😂😂 Now these nut jobs got their own sporting goods?? What are the teams called? Trump is a meanie soccer team??
Identity Attack0.025605056
Insult0.36365277
Profanity0.094542764
Threat0.0065827454
Severe Toxicity0.007896423
Moderate 0.3389984 Low Con 0.17 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Brampton resident, the newer Indians, are giving the good ones a bad reputation. It used to be more multicultural city and immigrants actually assimilated with the customs of, Canada. It’s pretty much 90% …
As a Brampton resident, the newer Indians, are giving the good ones a bad reputation. It used to be more multicultural city and immigrants actually assimilated with the customs of, Canada. It’s pretty much 90% Indian now and about half of those don’t show signs of assimilating. Drivers here are so bad man! I’m convinced that a lot of them just pay for it. 😭 Their cuisine is good though, so, I’m grateful for that. 😅
Identity Attack0.3908055
Insult0.24928534
Profanity0.04742365
Threat0.0074954215
Severe Toxicity0.012283325
Moderate 0.3389984 Constructive 0.665 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
OH look white fragility being threatened. Youre not the main character in this World. Variety in culture good when it comes to the World!
OH look white fragility being threatened. Youre not the main character in this World. Variety in culture good when it comes to the World!
Identity Attack0.37655997
Insult0.11616662
Profanity0.09066332
Threat0.047835086
Severe Toxicity0.016900165
Moderate 0.3389984 Moderate Con 0.302
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
As a brown person who migrated to Ireland, i can tell you i haven't met, spoken to or hung out with any of the people from my birth country in years. Why? Because, my Irish …
As a brown person who migrated to Ireland, i can tell you i haven't met, spoken to or hung out with any of the people from my birth country in years. Why? Because, my Irish school mates, my Irish neighbours & Irish colleagues have never made me feel insecure about my color or origins. However in the last five years, some communities like the pakistanis, brazilians & nigerians started creating their ghettos despite the fact that the Irish did not discriminate. They "rule" their ghettos as if they're sovereign territories and do not interact with the Irish, who loves a good banter & socializing. Now the Irish are feeling insecure & one can feel, hear & see the change in attitudes towards immigrants. I fear that in the future i may face the consequences of some other people's decision to stand out instead of mixing. It is quite sad actually!
Identity Attack0.40883094
Insult0.24171697
Profanity0.19893537
Threat0.026652548
Severe Toxicity0.022322904
Moderate 0.3389984 Constructive 0.836 Personal_Narrative
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Clear your minds, wipe your mental slates clean, because as nice as it is to clutch our pearls and tsk-tsk about what this gov is doing, they're not listening to one word of what we're …
Clear your minds, wipe your mental slates clean, because as nice as it is to clutch our pearls and tsk-tsk about what this gov is doing, they're not listening to one word of what we're saying. Not ... one ... word. Their agenda isn't affected by your little concerns about the economy or jobs or immigration or how much youre struggling. It must be exhausting for the liberals to even have to do their performance theatre in the HOC. Ugh, you little people. Anyway, they will carry on with the charade until unquestionable power is achieved, and good luck to all of us in prying them out. Adrienne, Brian, Lorrie, you endlessly chat about the issues as if you think you can bring reason to whats happening if only they'd listen. Just stop it, really. With complete respect to all of you, do you think you change anything in this commentary? Youre all great, but we're in a paradigm rut on how to view this government and frankly, all governments. Perhaps we should all personally step back for a period and examine exactly what it is we're doing and start looking for solid, out-of-the-box solutions, because using 19th century political tools for affecting change just doesn't work anymore. Finally, this might be hard to wrap our heads around, but we are all part of the problem in some way. If you have the faculty to do so, ask yourself if you work for or support entities that ultimately support the very system oppressing you. Be smarter out there, everyone.
Identity Attack0.053399716
Insult0.35677677
Profanity0.073529124
Threat0.020264024
Severe Toxicity0.0119018555
Moderate 0.3389984 Constructive 0.673 Call_To_Action
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …

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.