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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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Active: "Canada , don't let the …" 281 comments · Page 11 of 12
Canada should abolish the recruitment agent that hire undocumented people and pay cash to those people let companies direct hire people
Canada should abolish the recruitment agent that hire undocumented people and pay cash to those people let companies direct hire people
Identity Attack0.027011903
Insult0.018452216
Profanity0.010604155
Threat0.0074306927
Severe Toxicity0.001411438
Low Tox 0.051810697 Low Con 0.202 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
People need to accept the truth. Canada was doing well until it stopped being European only. Europeans of all cultures built successful, clean stable advanced nations. We then let in the rest and the country …
People need to accept the truth. Canada was doing well until it stopped being European only. Europeans of all cultures built successful, clean stable advanced nations. We then let in the rest and the country fell apart.
Identity Attack0.030433474
Insult0.018645585
Profanity0.010911589
Threat0.0066927844
Severe Toxicity0.0013446808
Low Tox 0.051810697 Moderate Con 0.409 Identity_Assertion
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
God bless you for bringing up such an important issue to Canadian people that are facing these days. Let's hope that more real Canadians will raise their voices and concerns about NEW immigrants. I hope …
God bless you for bringing up such an important issue to Canadian people that are facing these days. Let's hope that more real Canadians will raise their voices and concerns about NEW immigrants. I hope something can be done before its too late! It breaks my heart not to see Canada as 50 years ago any more. 😢
Identity Attack0.033527173
Insult0.018967867
Profanity0.0098868115
Threat0.006602164
Severe Toxicity0.0014400482
Low Tox 0.05131592 Constructive 0.745
Aug 25, 2025 Why Canadians Are Turning Against …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k deportations might represent a comparably active effort for Canada, and 18k might be creditable for a Liberal government. But the effort sounds rather bureaucratic, and focused only on rejected refugee applications. I would want to know how many of these "deportations" are entirely on paper -- "your application has been rejected, please let yourself out at your earliest convenience." They spent roughly $5k per deportee, and that would cover air fare if the deportations were done privately, but adjudication costs money, and governments find many ways to make everything much more expensive. Also, if refugee claims can be judged false or inadequate, where are the efforts to determine whether "students" are really students? By the same token, the world is a dangerous place. I figure all those living in any of the many violent inner-city neighborhoods in the US have reason to fear for their lives. Similar facts are true of many millions around the world, and most of them would be rejected by Canadian immigration because they'd be safe if they simply moved to places they can't afford.
Identity Attack0.015455672
Insult0.022255141
Profanity0.014259194
Threat0.0074565844
Severe Toxicity0.0015640259
Low Tox 0.050078966 Constructive 0.685 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
Totally agreed. If you want to maintain your culture then do not migrate. But whose fault is this? Canada and some other western countries give too much freedom to immigrants to do whatever they want. …
Totally agreed. If you want to maintain your culture then do not migrate. But whose fault is this? Canada and some other western countries give too much freedom to immigrants to do whatever they want. So people started keep practicing their own culture instead of adopting the Canadian culture. It's not their fault. That's human nature. Government should have controlled the immigration not letting large ethnic groups created within Canada.
Identity Attack0.0376521
Insult0.01625293
Profanity0.009801413
Threat0.006479179
Severe Toxicity0.0013923645
Low Tox 0.050078966 Constructive 0.677 Policy_Critique
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Yes, Canada is included on the list because the liberal government is not protecting our border and letting criminals entering our country.
Yes, Canada is included on the list because the liberal government is not protecting our border and letting criminals entering our country.
Identity Attack0.0049571013
Insult0.014769657
Profanity0.000078386074
Threat0.00045619477
Severe Toxicity0.0000037441553
Low Tox 0.044679325
Dec 10, 2025
I can tell you one thing, around the 11:00 minute mark I learned these people definitely were not let in to Canada for their singing talent or Music writing skills, it really seems like everything …
I can tell you one thing, around the 11:00 minute mark I learned these people definitely were not let in to Canada for their singing talent or Music writing skills, it really seems like everything they do, is to teach or make people run away and leave. I don't get it.
Identity Attack0.011617327
Insult0.017012933
Profanity0.011423977
Threat0.0071847234
Severe Toxicity0.0011444092
Low Tox 0.038519915 Moderate Con 0.465 Identity_Assertion
Nov 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
She’s was told to let whoever into Canada as long as they vote liberal
She’s was told to let whoever into Canada as long as they vote liberal
Identity Attack0.017264472
Insult0.012794908
Profanity0.011475217
Threat0.0067316215
Severe Toxicity0.0010728836
Low Tox 0.034513097 Low Con 0.233 Unverified_Claim
Feb 26, 2026 292 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Let's goooo🎉🎉🎉🎉🎉 🔥🇨🇦 awesome vid Canada needs ice
Let's goooo🎉🎉🎉🎉🎉 🔥🇨🇦 awesome vid Canada needs ice
Identity Attack0.008398513
Insult0.010970897
Profanity0.019690514
Threat0.009411395
Severe Toxicity0.002746582
Low Tox 0.033806015 Moderate Con 0.318
Jan 27, 2026 Inside Canada's Indian Invasion...
Deportation is always expensive. Using the numbers in this video, it's over $4k per deportee. The real problem is that too many are let into Canada in the first place. As well, it sounds like …
Deportation is always expensive. Using the numbers in this video, it's over $4k per deportee. The real problem is that too many are let into Canada in the first place. As well, it sounds like they are mainly going after refugee claimants, but there are similarly large, if not larger, numbers of TFWs and international "students" (who are not really students) with expired visas.
Identity Attack0.014450782
Insult0.012756908
Profanity0.010296722
Threat0.006382086
Severe Toxicity0.0008869171
Low Tox 0.032863233 Constructive 0.683
Dec 30, 2025 Deportations From Canada at Their …
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian …
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian culture❤
Identity Attack0.022791367
Insult0.011920903
Profanity0.013029462
Threat0.007145886
Severe Toxicity0.0013637543
Low Tox 0.03192045 Constructive 0.651
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada… how could you let this happen to the once beautiful land?
Canada… how could you let this happen to the once beautiful land?
Identity Attack0.011173353
Insult0.012376905
Profanity0.010023449
Threat0.006925808
Severe Toxicity0.0012397766
Low Tox 0.030388435 Moderate Con 0.352 Fear_Threat
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and almost every fast food restaurant lets them work there without having Canadian taxes taking off their checks.Plus what happen to that box on most applications where it says are you legally allowed to work in Canada.
Identity Attack0.02238941
Insult0.0116169015
Profanity0.010074687
Threat0.005809236
Severe Toxicity0.0009393692
Low Tox 0.030388435 Constructive 0.616
Dec 14, 2025 How Canada broke its immigration …
So come on in lets polute canada faster carbon tax it.
So come on in lets polute canada faster carbon tax it.
Identity Attack0.0044767405
Insult0.012984909
Profanity0.011236101
Threat0.009204263
Severe Toxicity0.0017166138
Low Tox 0.030270588 Low Con 0.17
Dec 2, 2018 How much do refugees and …
Let's just say.. When I was younger I was questioned about things being smuggled over the border from Canada by snowmobiles... It isn't hard to cross that border
Let's just say.. When I was younger I was questioned about things being smuggled over the border from Canada by snowmobiles... It isn't hard to cross that border
Identity Attack0.008509507
Insult0.011920903
Profanity0.011167783
Threat0.007301235
Severe Toxicity0.0011014938
Low Tox 0.027442247 Constructive 0.531 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Good for Quebec. Now lets get the rest of Canada on board.
Good for Quebec. Now lets get the rest of Canada on board.
Identity Attack0.010581387
Insult0.010286893
Profanity0.010040528
Threat0.008505191
Severe Toxicity0.0011968613
Low Tox 0.02543884 Moderate Con 0.348
Nov 25, 2025 Quebec Ends Economic Immigration Program …
We let way too many people in canada.
We let way too many people in canada.
Identity Attack0.013345404
Insult0.009868891
Profanity0.010621235
Threat0.006861079
Severe Toxicity0.0011920929
Low Tox 0.025320992 Low Con 0.229 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
To answer your last question, it is because they want this... look up harjeet sing. He was the top general of canada. And when the afganistan withdrawl happened, lets say canadian troops showed bias as …
To answer your last question, it is because they want this... look up harjeet sing. He was the top general of canada. And when the afganistan withdrawl happened, lets say canadian troops showed bias as to who was being pulled from the warzone...
Identity Attack0.006363631
Insult0.011920903
Profanity0.00993805
Threat0.0072365063
Severe Toxicity0.0007677078
Low Tox 0.024378212 Moderate Con 0.473 Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
We can thank the Liberal party and J.T for letting in way too many immigrants since 2017. He solidified many votes for te liberals by doing so. It wasnt to help Canada grow. It was …
We can thank the Liberal party and J.T for letting in way too many immigrants since 2017. He solidified many votes for te liberals by doing so. It wasnt to help Canada grow. It was to help the Liberal Party grow.
Identity Attack0.010433395
Insult0.011692902
Profanity0.00995513
Threat0.0061878995
Severe Toxicity0.0008392334
Low Tox 0.02343543 Constructive 0.651 Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Canada (Trudeau) Let too many in at the same time... We cant take more for now... we need to prepare schools, more hospitals, ect. Its now time for other provinces to take more .... like …
Canada (Trudeau) Let too many in at the same time... We cant take more for now... we need to prepare schools, more hospitals, ect. Its now time for other provinces to take more .... like quebec, Ontario and BC are overloaded....
Identity Attack0.0044582416
Insult0.012566907
Profanity0.010006369
Threat0.007081157
Severe Toxicity0.0010538101
Low Tox 0.023199737 Constructive 0.595
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Let's be honest.... Its probably too late for Canada.
Let's be honest.... Its probably too late for Canada.
Identity Attack0.008620501
Insult0.0105148945
Profanity0.00997221
Threat0.0072753434
Severe Toxicity0.00096321106
Low Tox 0.022256956 Low Con 0.198
Aug 25, 2025 18 likes Why Canadians Are Turning Against …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not just here in Canada. Let the fun times continue until we change the system.
Identity Attack0.0040142676
Insult0.012566907
Profanity0.011492296
Threat0.006479179
Severe Toxicity0.0007867813
Low Tox 0.021314176 Constructive 0.511
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Canada is not an "economic zone", it is our home. Let's keep it that way.
Canada is not an "economic zone", it is our home. Let's keep it that way.
Identity Attack0.00725158
Insult0.009906891
Profanity0.009767254
Threat0.0065827454
Severe Toxicity0.00084400177
Low Tox 0.019226074 Moderate Con 0.44 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Canadians should be glad they are even let in. All the drug smuggling is coming from the north. Our military is blowing up boats at the south. Nothing is getting in at the southern border. …
Canadians should be glad they are even let in. All the drug smuggling is coming from the north. Our military is blowing up boats at the south. Nothing is getting in at the southern border. So if there is drugs in America, it can only come from the north. Our so called friendS from Canada. Wasn't a Canadian Olympian the biggest drug smuggler caught?
Identity Attack0.0058678384
Insult0.0021849244
Profanity0.00007391613
Threat0.00023666167
Severe Toxicity0.000004027586
Low Tox 0.011741031 Unverified_Claim
Dec 10, 2025
Canada let too many unvetted foreigners become citizens
Canada let too many unvetted foreigners become citizens
Identity Attack0.0092759505
Insult0.002163105
Profanity0.000024463117
Threat0.00013498518
Severe Toxicity0.000002753996
Low Tox 0.011415201
Dec 9, 2025

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.