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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: "What do you mean by …" 386 comments · Page 14 of 16
Sometimes I don’t understand why people create content online that highlights specific communities or cultures in ways that can reinforce stereotypes. Just because someone belongs to a certain background doesn’t mean they represent everything shown …
Sometimes I don’t understand why people create content online that highlights specific communities or cultures in ways that can reinforce stereotypes. Just because someone belongs to a certain background doesn’t mean they represent everything shown on social media. Content like this can make others form generalized opinions, which can feel unfair and frustrating for individuals who don’t relate to those portrayals. The internet gives everyone a platform, but with that comes responsibility. Before creating content about communities, it’s important to remember that cultures are diverse and complex, and no single video can define them. At the end of the day, being respectful and human should come first. Which ethnicity you belong to , I can find 1000 flaws in your ethnicity. Just be humans . YouTube gives you leverage to talk shit. @TylerOliveira
Identity Attack0.008509507
Insult0.018710041
Profanity0.023106437
Threat0.0076507707
Severe Toxicity0.0015544891
Low Tox 0.04166769 Constructive 0.815 Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
No it means Less Jobs for Actual Canadians
No it means Less Jobs for Actual Canadians
Identity Attack0.026007013
Insult0.014504919
Profanity0.00993805
Threat0.006162008
Severe Toxicity0.0012207031
Low Tox 0.041172907 Low Con 0.202
Oct 25, 2017 46 likes How much do refugees and …
People from India in California are absolutely amazing. They have brought their culture, their traditions, their wisdom, their work habits, and their art. And, they’ve assimilated, they speak the language, they work hard, they love …
People from India in California are absolutely amazing. They have brought their culture, their traditions, their wisdom, their work habits, and their art. And, they’ve assimilated, they speak the language, they work hard, they love being here and become citizens.. The ultimate perfect example of what it means to be an immigrant in the US.
Identity Attack0.037136484
Insult0.012946909
Profanity0.017777596
Threat0.006699257
Severe Toxicity0.0019168854
Low Tox 0.039935954 Constructive 0.654 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Paid for by the taxpayers, you mean, Vassey. Thank you Michelle for speaking out for born- and taxpaying Canadians❤ Enough is enough.
Paid for by the taxpayers, you mean, Vassey. Thank you Michelle for speaking out for born- and taxpaying Canadians❤ Enough is enough.
Identity Attack0.010507392
Insult0.018516673
Profanity0.010108846
Threat0.0063950317
Severe Toxicity0.0012683868
Low Tox 0.039462693 Constructive 0.537 Moral_Argument
Feb 25, 2026 'We do know that there's …
What do you mean by your video.
What do you mean by your video.
Identity Attack0.005364689
Insult0.013402912
Profanity0.021808386
Threat0.0084793
Severe Toxicity0.0023937225
Low Tox 0.038991302 Moderate Con 0.339 Question
Feb 6, 2026 Inside Canada's Indian Invasion...
Temporary means temporary. Send people home. Visa's are expired and expiring. 👋
Temporary means temporary. Send people home. Visa's are expired and expiring. 👋
Identity Attack0.0045137387
Insult0.015340924
Profanity0.0117997285
Threat0.009126588
Severe Toxicity0.001373291
Low Tox 0.03828422 Moderate Con 0.376 Call_To_Action
Jun 16, 2025 255 likes How Canada broke its immigration …
My brother works for immigration Canada, he said that although Carney said immigrants are deported, but in reality his government is bringing in more Asylum refugees into Canada, which means Canadians will have to take …
My brother works for immigration Canada, he said that although Carney said immigrants are deported, but in reality his government is bringing in more Asylum refugees into Canada, which means Canadians will have to take care of them with their tax dollars. Carney told the immigration workers not to tell anyone about this.
Identity Attack0.022791367
Insult0.013782915
Profanity0.010450439
Threat0.006763986
Severe Toxicity0.0010871887
Low Tox 0.03734144 Constructive 0.693
Dec 24, 2025 8 likes Deportations From Canada at Their …
ha ha ha and the owners of those say so what that means nothing to me.
ha ha ha and the owners of those say so what that means nothing to me.
Identity Attack0.0034962974
Insult0.016024929
Profanity0.01620627
Threat0.0072365063
Severe Toxicity0.0013542175
Low Tox 0.037105743 Low Con 0.22
Jan 17, 2026 2.9 million Canadian temporary visas …
This means rents and property affordability will go up. This lawyer doesn’t care about Canadians paying close to 70% of their income twists housing as he likely clears three figures. Would he do this pro-bono? …
This means rents and property affordability will go up. This lawyer doesn’t care about Canadians paying close to 70% of their income twists housing as he likely clears three figures. Would he do this pro-bono? Probably not’
Identity Attack0.0060676485
Insult0.02012808
Profanity0.011201942
Threat0.006058442
Severe Toxicity0.0008201599
Low Tox 0.037105743 Moderate Con 0.416
Nov 24, 2025 Quebec Ends Economic Immigration Program …
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past …
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past many local Canadians volunteered extensively in our community. That has gone away in present day. Dont let someone giving a free lunch fool you into thinking they do nothing wrong
Identity Attack0.0046987277
Insult0.018774498
Profanity0.015830519
Threat0.006925808
Severe Toxicity0.0008773804
Low Tox 0.035220183 Constructive 0.791
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes
Means a lot less jobs for people from here
Means a lot less jobs for people from here
Identity Attack0.008953481
Insult0.012338906
Profanity0.012517073
Threat0.007793174
Severe Toxicity0.0011968613
Low Tox 0.034041706 Moderate Con 0.324
Apr 17, 2020 1 likes How much do refugees and …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond Library, studied the map and etc. Some I remember are: 1. What is the common term for someone elected in Federal elections? A. Riding Winner B. Member of Parliament C. Senate D. Federal Executive. 2. Which of the following represents being Canadian and expresses national identity? A. Symbols like Maple leaf B. Equality C. Unity D. Human Right Commission 3. Jury duty consists of partial jurors and past jurors (in similar meaning) True or False. 4. French and English are: A. Fighting rebellion in 1800s B. French joined hands with Americans to fight against English C. Lived together for 300 years D. All of the above 5. Got a basic question about suffrage movement 6. What are prairie provinces? Saskatchewan, Alberta, Manitoba (SAM) 7. I got a question about provinces from west to east on Canada map. Please look and memorize the provinces locations. 8. Got a question about Peace Arch in Blaine 9. Question about Peace Tower like what was built after first world War. 10. Question about Aboriginals. Ans: First Nations, Metis and Inuits 11. Branches of Parliament Ans: Sovereign, House of commons and Senate 12. Courts do: Ans: Settle disputes These all what I remember. I am not sure which ones I got wrong. Might be in the first 5 I posted here. Test is not difficult but it is better to go through this video multiple times and do some other mock tests as well, in my opinion. Thank you and All the Best 😊
Identity Attack0.010729378
Insult0.017227544
Profanity0.015010698
Threat0.006647474
Severe Toxicity0.0014209747
Low Tox 0.032863233 Constructive 0.818 Personal_Narrative
Feb 10, 2026 21 likes Canadian Citizenship Test 2025 – …
From 0:37 to 0:39, Those are quotes “They sell amongst themselves” “Live amogst themselves” “PAY NO TAXES” I mean it’s reality
From 0:37 to 0:39, Those are quotes “They sell amongst themselves” “Live amogst themselves” “PAY NO TAXES” I mean it’s reality
Identity Attack0.0036812867
Insult0.013288911
Profanity0.011423977
Threat0.006433869
Severe Toxicity0.0011205673
Low Tox 0.032627538 Low Con 0.242
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I go next year ..i mean next month
I go next year ..i mean next month
Identity Attack0.0058086636
Insult0.010552894
Profanity0.020373698
Threat0.0091524795
Severe Toxicity0.0020313263
Low Tox 0.03192045 Moderate Con 0.415 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
At this rate, we're only a couple decades away from 'hiring bilingual' meaning 'Hindi and English', not French.
At this rate, we're only a couple decades away from 'hiring bilingual' meaning 'Hindi and English', not French.
Identity Attack0.021083053
Insult0.012224905
Profanity0.013234417
Threat0.0066345283
Severe Toxicity0.0012111664
Low Tox 0.031684756 Low Con 0.204 Fear_Threat
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
If you want to move to another country fine, but please don’t turn that new country into what you just moved from. I mean, didn’t you move to escape that environment in the first place?
If you want to move to another country fine, but please don’t turn that new country into what you just moved from. I mean, didn’t you move to escape that environment in the first place?
Identity Attack0.00932346
Insult0.012604907
Profanity0.011697251
Threat0.006550381
Severe Toxicity0.0009012222
Low Tox 0.031213367 Constructive 0.512 Moral_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
4:55 what'd he mean by that?
4:55 what'd he mean by that?
Identity Attack0.0054756827
Insult0.010476895
Profanity0.020783609
Threat0.009307829
Severe Toxicity0.002040863
Low Tox 0.029799197 Moderate Con 0.347 Question
Feb 8, 2026 6 likes Inside Canada's Indian Invasion...
What ever happened to the meaning of that old proverb “When in Rome, Do as the Romans Do”!
What ever happened to the meaning of that old proverb “When in Rome, Do as the Romans Do”!
Identity Attack0.010581387
Insult0.011692902
Profanity0.0147374235
Threat0.0065115434
Severe Toxicity0.0012397766
Low Tox 0.029563503 Moderate Con 0.304 Identity_Assertion
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
You're a Canadian citizen, not a Canadian?That means something totally different.Canadian citizen and a canadian are two different things
You're a Canadian citizen, not a Canadian?That means something totally different.Canadian citizen and a canadian are two different things
Identity Attack0.018470341
Insult0.011046898
Profanity0.011167783
Threat0.0060260775
Severe Toxicity0.0009441376
Low Tox 0.028385026 Moderate Con 0.407
Nov 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I dont wanna sound mean but ya'll can thank our prime minister for that
I dont wanna sound mean but ya'll can thank our prime minister for that
Identity Attack0.004994711
Insult0.013212911
Profanity0.017845914
Threat0.007819066
Severe Toxicity0.0013637543
Low Tox 0.028031485 Moderate Con 0.445 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
That means they will only allow activists, anyone else needs to wait.🤔
That means they will only allow activists, anyone else needs to wait.🤔
Identity Attack0.0054756827
Insult0.0114649
Profanity0.011031146
Threat0.007689608
Severe Toxicity0.00093460083
Low Tox 0.026499467 Low Con 0.214
Jan 4, 2026 1 likes New rules, regulations take effect …
So the citizenship will be passed to baby born abroad whose parent is already citizens . This is what you mean ?
So the citizenship will be passed to baby born abroad whose parent is already citizens . This is what you mean ?
Identity Attack0.00984143
Insult0.010476895
Profanity0.010023449
Threat0.006317357
Severe Toxicity0.0008201599
Low Tox 0.026028076 Low Con 0.267 Question
Jan 6, 2026 21 likes Canada’s new rules in 2026
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. …
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. Yes there are some people overstaying and need to be removed otherwise there will be problems. But let’s just keep our facts right
Identity Attack0.004088263
Insult0.009678889
Profanity0.012107162
Threat0.009929225
Severe Toxicity0.0012588501
Low Tox 0.025085296 Constructive 0.603 Policy_Critique
Jan 19, 2026 2.9 million Canadian temporary visas …
Its a 'Temporary' residence permit...... which by its very name means it will not be forever. Get used to it... I know that under Justin 'Jolson' Troo-Doo it was a free-for-all but that could never …
Its a 'Temporary' residence permit...... which by its very name means it will not be forever. Get used to it... I know that under Justin 'Jolson' Troo-Doo it was a free-for-all but that could never last even in Woke Canada.
Identity Attack0.0032373124
Insult0.014314918
Profanity0.011031146
Threat0.0063238298
Severe Toxicity0.0007915497
Low Tox 0.024378212 Moderate Con 0.394 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …

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.