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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "WHy are you talking over …" 516 comments · Page 20 of 21
Funny no one talks about the 1 milllion Ukranians that Canada housed and spent over 1 billion to accommodate them in the last few years.. Meanwhile these int'l students are playing triple the fees.
Funny no one talks about the 1 milllion Ukranians that Canada housed and spent over 1 billion to accommodate them in the last few years.. Meanwhile these int'l students are playing triple the fees.
Identity Attack0.016259583
Insult0.018581128
Profanity0.010911589
Threat0.0062526283
Severe Toxicity0.0010728836
Low Tox 0.04166769 Constructive 0.515 Comparative_Framing
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
Talking about free education and health care, I've heard it's a disaster. Free schools are not as good as private and health care... you don't get to see the doctor physically for a long time
Talking about free education and health care, I've heard it's a disaster. Free schools are not as good as private and health care... you don't get to see the doctor physically for a long time
Identity Attack0.004846719
Insult0.018774498
Profanity0.01309778
Threat0.006738094
Severe Toxicity0.0010108948
Low Tox 0.0414203 Constructive 0.7 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Buddy you should have came to Sydney Nova Scotia ,Canada’s biggest secret,they completely over ran this town but they don’t talk about it on the news .Brenton got nothing on this place
Buddy you should have came to Sydney Nova Scotia ,Canada’s biggest secret,they completely over ran this town but they don’t talk about it on the news .Brenton got nothing on this place
Identity Attack0.005401687
Insult0.021417208
Profanity0.012107162
Threat0.006272047
Severe Toxicity0.0010251999
Low Tox 0.04067813 Moderate Con 0.425 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
11:00 can we just talk about the economical and political state of India right now?
11:00 can we just talk about the economical and political state of India right now?
Identity Attack0.021786476
Insult0.011844902
Profanity0.020920247
Threat0.009877442
Severe Toxicity0.0022411346
Low Tox 0.03969839 Moderate Con 0.326 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
Thank you Tyler. People need to talk about this, you should ask about the 36 bucks an hour the government subsidizes them. I lost my job to an Indian business who open 6 day cares …
Thank you Tyler. People need to talk about this, you should ask about the 36 bucks an hour the government subsidizes them. I lost my job to an Indian business who open 6 day cares on grants.
Identity Attack0.026007013
Insult0.015796926
Profanity0.011680172
Threat0.0061425893
Severe Toxicity0.0009393692
Low Tox 0.039226998 Constructive 0.815 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Government come talk in all languages and not in English or French 6894 boul gouin east
Government come talk in all languages and not in English or French 6894 boul gouin east
Identity Attack0.010507392
Insult0.014960921
Profanity0.014088398
Threat0.0065956907
Severe Toxicity0.0013923645
Low Tox 0.038519915 Low Con 0.167 Policy_Critique
Mar 3, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
You’re not talking about Canadians, you’re talking about Conservatives. Big difference.
You’re not talking about Canadians, you’re talking about Conservatives. Big difference.
Identity Attack0.019575719
Insult0.0151129225
Profanity0.009903891
Threat0.0059095654
Severe Toxicity0.0008916855
Low Tox 0.036634352 Low Con 0.241 Identity_Assertion
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Wow now you are figuring out. We knew it from beginning when govt allowed people in massive flow.no checking properly, bringing people who can give money to come... Now what are you doing about it …
Wow now you are figuring out. We knew it from beginning when govt allowed people in massive flow.no checking properly, bringing people who can give money to come... Now what are you doing about it rather than talking?
Identity Attack0.0017481487
Insult0.01838776
Profanity0.012346277
Threat0.0062785195
Severe Toxicity0.0008010864
Low Tox 0.03545588 Low Con 0.252
Oct 1, 2025 IRCC Names India in Study …
Someone is FINALLY talking about this!
Someone is FINALLY talking about this!
Identity Attack0.004439743
Insult0.012604907
Profanity0.019895468
Threat0.008440462
Severe Toxicity0.0019168854
Low Tox 0.03545588 Moderate Con 0.375
Jan 27, 2026 Inside Canada's Indian Invasion...
Lets talk about the homeless demographics!!!! And the expolsion of tbe number of CANADIANS LIVING HOMELESS IN THE LAST 5 YEARS
Lets talk about the homeless demographics!!!! And the expolsion of tbe number of CANADIANS LIVING HOMELESS IN THE LAST 5 YEARS
Identity Attack0.014852738
Insult0.013592913
Profanity0.009545219
Threat0.006835188
Severe Toxicity0.0013160706
Low Tox 0.034513097 Moderate Con 0.37 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
If you have a problem with immigration then you need to talk to your government and city council about it. These people are coming legally per your country’s rule, so no point blaming them to …
If you have a problem with immigration then you need to talk to your government and city council about it. These people are coming legally per your country’s rule, so no point blaming them to be there. You should have a problem with your government to stop this not the people.
Identity Attack0.017063495
Insult0.012414906
Profanity0.0103821205
Threat0.0066345283
Severe Toxicity0.00086307526
Low Tox 0.033334624 Constructive 0.59 Moral_Argument
Feb 9, 2026 3 likes Inside Canada's Indian Invasion...
having an immigration lawyer talk about high immigration numbers is like a real estate agent arguing housing prices should keep rising — it directly benefits their business, so their opinion isn’t neutral expertise, it’s aligned …
having an immigration lawyer talk about high immigration numbers is like a real estate agent arguing housing prices should keep rising — it directly benefits their business, so their opinion isn’t neutral expertise, it’s aligned with self-interest
Identity Attack0.013144426
Insult0.014504919
Profanity0.0103992
Threat0.006016368
Severe Toxicity0.0008058548
Low Tox 0.032863233 Moderate Con 0.347 Policy_Critique
Jan 19, 2026 316 likes Why Canada’s immigration system has …
Man talks in hindi not in Panjabi bro on phone
Man talks in hindi not in Panjabi bro on phone
Identity Attack0.017766917
Insult0.025155678
Profanity0.017982552
Threat0.0068999166
Severe Toxicity0.0018978119
Low Tox 0.032863233 Low Con 0.263 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
When she says ‘they’ promised a better life, she’s talking about her immigration agent. Canada only ever issued her and millions like her a ‘temporary’ visa. I’m empathetic, I came with a temporary visa originally …
When she says ‘they’ promised a better life, she’s talking about her immigration agent. Canada only ever issued her and millions like her a ‘temporary’ visa. I’m empathetic, I came with a temporary visa originally but I did not ‘invest’ anything into my life but the bare minimum until my status was permanent.
Identity Attack0.0071775843
Insult0.016632931
Profanity0.010826191
Threat0.006051969
Severe Toxicity0.0008535385
Low Tox 0.03192045 Constructive 0.668 Personal_Narrative
Feb 11, 2026 Canada's tighter immigration policy divides …
It's about time, this has bine going on for 6 years global news finally talking about it
It's about time, this has bine going on for 6 years global news finally talking about it
Identity Attack0.003866276
Insult0.013440913
Profanity0.016342908
Threat0.0076119336
Severe Toxicity0.0012397766
Low Tox 0.030741978 Moderate Con 0.383 Meta_Commentary
Feb 20, 2026 Canadian immigration officers investigating hundreds …
Looks whos talking about walking 9:01..........
Looks whos talking about walking 9:01..........
Identity Attack0.00224762
Insult0.0129089095
Profanity0.012585391
Threat0.0072882893
Severe Toxicity0.0011634827
Low Tox 0.028856417 Low Con 0.283 Meta_Commentary
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Wish you would have talked to me, i'd have quite a few choice words to say about the new 'residents'
Wish you would have talked to me, i'd have quite a few choice words to say about the new 'residents'
Identity Attack0.0055496786
Insult0.012338906
Profanity0.01354185
Threat0.0074048014
Severe Toxicity0.0010538101
Low Tox 0.02873857 Moderate Con 0.495 Identity_Assertion
Dec 29, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The sikh man talked the right thing,, respect sir
The sikh man talked the right thing,, respect sir
Identity Attack0.015254694
Insult0.011084898
Profanity0.018392462
Threat0.009204263
Severe Toxicity0.002155304
Low Tox 0.027677942 Moderate Con 0.469 Solidarity
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Grew up there. If anything this video understates things. Finally people outside of Canada are talking about it more.
Grew up there. If anything this video understates things. Finally people outside of Canada are talking about it more.
Identity Attack0.008657498
Insult0.0129089095
Profanity0.011253181
Threat0.006492125
Severe Toxicity0.0010585785
Low Tox 0.02685301 Moderate Con 0.485 Personal_Narrative
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
I thought you were going to be talking about Surrey British Columbia they have 800000 people and is AKA Currey B.C
I thought you were going to be talking about Surrey British Columbia they have 800000 people and is AKA Currey B.C
Identity Attack0.008620501
Insult0.011578901
Profanity0.016035475
Threat0.007197669
Severe Toxicity0.001411438
Low Tox 0.026735162 Moderate Con 0.486 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Which massive projects you're talking about, I am a Canadian citizen and I have been unemployed for the last 8 months.
Which massive projects you're talking about, I am a Canadian citizen and I have been unemployed for the last 8 months.
Identity Attack0.006992595
Insult0.012110904
Profanity0.010621235
Threat0.0061231707
Severe Toxicity0.00072956085
Low Tox 0.026263772 Constructive 0.586 Personal_Narrative
Jan 20, 2026 21 likes Why Canada’s immigration system has …
I am in talks with an immigration lawyer for help in getting in and eventually citizenship. This video is an amazing resource. Thank you for making it. I will have to comment again when I …
I am in talks with an immigration lawyer for help in getting in and eventually citizenship. This video is an amazing resource. Thank you for making it. I will have to comment again when I take the test. ❤
Identity Attack0.012641981
Insult0.009678889
Profanity0.01627459
Threat0.008065036
Severe Toxicity0.0015068054
Low Tox 0.025792383 Constructive 0.685 Personal_Narrative
Jun 12, 2025 5 likes Canadian Citizenship Test 2025 – …
We are talking refugees here. Individual Immigrants get a work permit as part of their immigration and permanent residency package. Refugees get more benefits than Canadian citizens, Canadian senior citizens, and even Canadian Permanent Residents.
We are talking refugees here. Individual Immigrants get a work permit as part of their immigration and permanent residency package. Refugees get more benefits than Canadian citizens, Canadian senior citizens, and even Canadian Permanent Residents.
Identity Attack0.01766643
Insult0.010172892
Profanity0.00998929
Threat0.0060098954
Severe Toxicity0.000910759
Low Tox 0.025792383 Moderate Con 0.396
Dec 8, 2025 How much do refugees and …
Please talk about situation in Iran
Please talk about situation in Iran
Identity Attack0.013043936
Insult0.008519882
Profanity0.014805742
Threat0.0086087575
Severe Toxicity0.0014400482
Low Tox 0.024260364 Moderate Con 0.346 Question
Jan 27, 2026 Inside Canada's Indian Invasion...

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.