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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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Active: "So what is this really …" 567 comments · Page 17 of 23
You really visited Canada during the worst snow we’ve had since 1998. Nothing stops you. 😂
You really visited Canada during the worst snow we’ve had since 1998. Nothing stops you. 😂
Identity Attack0.010063417
Insult0.042665333
Profanity0.014088398
Threat0.006155535
Severe Toxicity0.0017642975
Low Tox 0.10826672 Moderate Con 0.347 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
As an Indian it is really sad to see... I hope u guys get ur Canada back soon❤
As an Indian it is really sad to see... I hope u guys get ur Canada back soon❤
Identity Attack0.09410924
Insult0.025284592
Profanity0.014703264
Threat0.0077025536
Severe Toxicity0.0028800964
Low Tox 0.10783285 Constructive 0.503 Identity_Assertion
Feb 11, 2026 2 likes Inside Canada's Indian Invasion...
The video also doesn't really do a good job of concluding. Props to the religious orgs who hand out food and have food banks. Good to care for others and look to take care of …
The video also doesn't really do a good job of concluding. Props to the religious orgs who hand out food and have food banks. Good to care for others and look to take care of others who are poor in the area. That's good religious orgs. A community that cares. Obviously more immigrants from the area is a good thing for relations between India - Canada and other SEA countries. Also, Brampton has been able to generate lots of revenue and wealth. Lots of successful business. Good for Canadian culture as well given we are a multicultural country. Personally, I didn't learn much about India going through school but I am sure there are lots of interesting connections between India and Canada. 😄
Identity Attack0.043581683
Insult0.034341812
Profanity0.028776871
Threat0.009540852
Severe Toxicity0.002861023
Low Tox 0.10739898 Constructive 0.843
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find …
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find myself cringing at the videos of people violating public norms of decency, and the job market is really bad now for services as companies are employing a lot of migrants for a cheaper price. Immigration control, regulation of companies so they cant go below a %age of Canadian citizen/residents along with effective government stimuli to boost the economy by targetting certain industries will tackle a lot of the problems. As for people discarding garbage anywhere and other unwanted behavior - name and shame. These videos are also going public at least in India as a source of great shame and the more eyes on it, the less people will repeat things of this nature.
Identity Attack0.06340405
Insult0.034451995
Profanity0.019007329
Threat0.007521313
Severe Toxicity0.0027656555
Low Tox 0.10696511 Constructive 0.865
Aug 26, 2025 Why Canadians Are Turning Against …
It’s a problem here in Canada. They aren’t heading to the USA basically all of them stay cause it’s just easy. Nobody would have a problem if they made an effort to assimilate and some …
It’s a problem here in Canada. They aren’t heading to the USA basically all of them stay cause it’s just easy. Nobody would have a problem if they made an effort to assimilate and some do but the ones who don’t ruin the image for the rest of them. Other obvious problem is we’ve let in too many people in in general like more people have come than living units have been built making many problems just right there and then and it’s not really the people who immigrates fault it’s the government. I know restricting imagination and making the test to get in harder so they actually have to know something about Canadas history and our culture and realistically we need to apply more pressure on the expectation that immigrants eventually assimilate.
Identity Attack0.055673428
Insult0.03588435
Profanity0.020578653
Threat0.0075083673
Severe Toxicity0.0030326843
Low Tox 0.10696511 Constructive 0.619 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Please go to Epstein Island again and enter that temple, we really want to!
Please go to Epstein Island again and enter that temple, we really want to!
Identity Attack0.021987455
Insult0.021997316
Profanity0.021535112
Threat0.013702838
Severe Toxicity0.0044822693
Low Tox 0.10653123 Moderate Con 0.424 Unverified_Claim
Feb 9, 2026 Inside Canada's Indian Invasion...
Really its canada's fault for allowing these diploma mills to exist.
Really its canada's fault for allowing these diploma mills to exist.
Identity Attack0.039972372
Insult0.03312982
Profanity0.0127561875
Threat0.007586042
Severe Toxicity0.0023460388
Low Tox 0.10609736 Low Con 0.148 Policy_Critique
Jan 27, 2026 27 likes Inside Canada's Indian Invasion...
😂 and? They will do NOTHING about it. The only people that the WEF/CCP-controlled government is really against are the Canadian people.
😂 and? They will do NOTHING about it. The only people that the WEF/CCP-controlled government is really against are the Canadian people.
Identity Attack0.06613251
Insult0.027476108
Profanity0.015830519
Threat0.0072235605
Severe Toxicity0.0021648407
Low Tox 0.10566349 Low Con 0.183 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Isn't Canada owned by China so it doesn't really matter anymore
Isn't Canada owned by China so it doesn't really matter anymore
Identity Attack0.07508347
Insult0.027347196
Profanity0.015864678
Threat0.0070552654
Severe Toxicity0.0024414062
Low Tox 0.104795754 Low Con 0.186 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s not Canada’s immigration minster that’s broken, it’s the party she belongs to that is broken! Very simple really.
It’s not Canada’s immigration minster that’s broken, it’s the party she belongs to that is broken! Very simple really.
Identity Attack0.018369852
Insult0.03768798
Profanity0.012517073
Threat0.0071717775
Severe Toxicity0.0018119812
Low Tox 0.104361884 Moderate Con 0.307 Policy_Critique
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
If we really see the forest for the trees... This is a worldwide agenda... To.. create a helplessness around the socio economic politics.. to even out the playing field of... Everyone.. & the lack of …
If we really see the forest for the trees... This is a worldwide agenda... To.. create a helplessness around the socio economic politics.. to even out the playing field of... Everyone.. & the lack of judicial reform.. to ensure Chaos.. & the eventual Militarized police officers... & The acceptance of law and...Dis. order..... . This really ruins it for the people who appreciate the opportunity for Canadian citizens who really do wish to be legitimate taxpayers & actually work.... ... Just another example of how the government is utterly COMPLICIT in denigrating the Judicial SYSTEM... ... .... This is not a Party Partisanship issue... . It is the.. weakening of our system as a whole... ... As we have seen... The demographics of crime... Is an extreme issue... Not to be taken lightly.... This is beyond sad... It is sheer Apathy.. of the Canadian government to... Protect against outside influences.... Perhaps we might consider that.... ... Some people don't have a creed of .. Civil obedience... Our laws must change... & Radically... As .. some are just given to the thoughts of... Scamming the system... & Trying to get away with.. whatever they can... We need actual... Teeth in our Judicial SYSTEM.. 😮...
Identity Attack0.01139534
Insult0.05144889
Profanity0.01764096
Threat0.007521313
Severe Toxicity0.0023174286
Low Tox 0.103494145 Moderate Con 0.496 Fear_Threat
Dec 24, 2025 Deportations From Canada at Their …
As someone from Brampton, it's really sad to see Brampton being flooded by more of them every year.
As someone from Brampton, it's really sad to see Brampton being flooded by more of them every year.
Identity Attack0.016862517
Insult0.033570543
Profanity0.014122557
Threat0.008466354
Severe Toxicity0.002040863
Low Tox 0.10089093 Constructive 0.558 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
I have learned something from watching this video. They seem like like really kind people. Though they are new, they are still learning how to assimilate to our culture, and there's no reason to be …
I have learned something from watching this video. They seem like like really kind people. Though they are new, they are still learning how to assimilate to our culture, and there's no reason to be predujice against them. It’s the government that’s exploiting them.
Identity Attack0.034300596
Insult0.024897853
Profanity0.032142747
Threat0.010576514
Severe Toxicity0.0028038025
Low Tox 0.10002319 Constructive 0.647 Solidarity
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
tyler your portuguese surname really helped you 😂
tyler your portuguese surname really helped you 😂
Identity Attack0.030175667
Insult0.026444806
Profanity0.03690237
Threat0.0089712385
Severe Toxicity0.004749298
Low Tox 0.10002319 Moderate Con 0.336 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
India and Indians are a universe onto themselves. You really cannot stereotype or assume anything.
India and Indians are a universe onto themselves. You really cannot stereotype or assume anything.
Identity Attack0.07177465
Insult0.02618698
Profanity0.017504321
Threat0.006653947
Severe Toxicity0.0021457672
Low Tox 0.09872158 Low Con 0.21 Moral_Argument
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
Realty check Indians are not applying for asylum, they have proper paper and visa and they work day and night to gain experience and fulfil all the IRCC requirements to get permanent residency. If you …
Realty check Indians are not applying for asylum, they have proper paper and visa and they work day and night to gain experience and fulfil all the IRCC requirements to get permanent residency. If you really want to see asylum seekers look for Ukrainian, Syrian, afghans etc
Identity Attack0.09162762
Insult0.021159383
Profanity0.014395831
Threat0.006848133
Severe Toxicity0.0022125244
Low Tox 0.09785384 Constructive 0.658
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I Might Start a Go Fundme for Myself For being Canadian LMFAO in 2026 Government Helps Them More then Born and Raised Canadians that worked there whole lives to contribute to Canadian Values but cant …
I Might Start a Go Fundme for Myself For being Canadian LMFAO in 2026 Government Helps Them More then Born and Raised Canadians that worked there whole lives to contribute to Canadian Values but cant even afford Rent,Groceries and Medication. Especially us here in Ontario! It Really needs to Change its Already so far Gone🤢
Identity Attack0.03249594
Insult0.027476108
Profanity0.021398475
Threat0.006550381
Severe Toxicity0.0028419495
Low Tox 0.0969861 Moderate Con 0.448 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
is it really an 'invasion'
is it really an 'invasion'
Identity Attack0.03223813
Insult0.020837102
Profanity0.02474608
Threat0.009126588
Severe Toxicity0.003452301
Low Tox 0.0969861 Low Con 0.204 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Really started when harper stopped university subsidies and they were never restoed...then the insesitivityof the liberals to organized crime with universty organizations
Really started when harper stopped university subsidies and they were never restoed...then the insesitivityof the liberals to organized crime with universty organizations
Identity Attack0.01274247
Insult0.03768798
Profanity0.0127561875
Threat0.0077802283
Severe Toxicity0.0014305115
Low Tox 0.09655223 Low Con 0.23
Jun 27, 2025 1 likes How Canada broke its immigration …
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . …
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . On that note the current liberal party is not really liberal and the old voters don’t realize the Conservative Party is much closer to center than the liberals and the liberal left are smart enough to keep them voting . IF A LIBERAL FROM 1960 SHOWED UP IN 2025 HE'D BE CONSIDERED A CONSERVATIVE IF A LIBERAL FROM 2025 SHOWED UP IN 1960 HE'D BE CONSIDERED A DANGEROUS LUNATIC
Identity Attack0.016159095
Insult0.045007613
Profanity0.017162729
Threat0.0070552654
Severe Toxicity0.0020313263
Low Tox 0.09611836 Constructive 0.682 Comparative_Framing
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Is he serious? He said he doesn’t see any difference between India and Canada? Really?!!
Is he serious? He said he doesn’t see any difference between India and Canada? Really?!!
Identity Attack0.053399716
Insult0.026702631
Profanity0.015113175
Threat0.0061878995
Severe Toxicity0.0019454956
Low Tox 0.09568449 Low Con 0.228 Question
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Domestic crime has gotten really bad in Brampton
Domestic crime has gotten really bad in Brampton
Identity Attack0.027011903
Insult0.02173949
Profanity0.019758832
Threat0.0100069
Severe Toxicity0.0024318695
Low Tox 0.09525062 Moderate Con 0.337
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Allowing mass immigration of mostly military aged single men will only increase your population temporarily. If you really want to increase population long term they should be tilting the scales to 60% females < 30 …
Allowing mass immigration of mostly military aged single men will only increase your population temporarily. If you really want to increase population long term they should be tilting the scales to 60% females < 30 yo.
Identity Attack0.06158508
Insult0.01890341
Profanity0.012995303
Threat0.008116818
Severe Toxicity0.0020503998
Low Tox 0.09481675 Low Con 0.285 Policy_Critique
Jun 20, 2025 3 likes How Canada broke its immigration …
Are there really any competent Liberal ministers?
Are there really any competent Liberal ministers?
Identity Attack0.008657498
Insult0.045593183
Profanity0.013268576
Threat0.006097279
Severe Toxicity0.0011634827
Low Tox 0.09438288 Low Con 0.237 Question
Feb 26, 2026 177 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good …
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good thing. I understand that many Canadians want assimilation but you can’t seriously expect people who were raised in another country for decades to automatically become Hockey viewers and poutine fans overnight assimilation takes time. Instead of looking at them with skepticism y’all should talk with one another instead. That old dude towards the end really said it best that we should help one another as humans.
Identity Attack0.028418748
Insult0.03489272
Profanity0.019348921
Threat0.007068211
Severe Toxicity0.0021266937
Low Tox 0.0926474 Constructive 0.8
Oct 4, 2025 16 likes 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.