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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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30,738 comments · Page 791 of 1230
Tyler Oliveira - pls stop spreading hate, after all we are all humans. No all are same.
Tyler Oliveira - pls stop spreading hate, after all we are all humans. No all are same.
Identity Attack0.015254694
Insult0.033460364
Profanity0.015625564
Threat0.0070034824
Severe Toxicity0.0015640259
Low Tox 0.11036996 Constructive 0.518 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Kalistan is a separatist movement with in the Sikh community, kalistan are the old school traditionalists, wile the others are modern day moderates. it's a political/money/ power thing.
Kalistan is a separatist movement with in the Sikh community, kalistan are the old school traditionalists, wile the others are modern day moderates. it's a political/money/ power thing.
Identity Attack0.083355546
Insult0.03235855
Profanity0.023106437
Threat0.009048914
Severe Toxicity0.0029945374
Low Tox 0.11036996 Moderate Con 0.341 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It is about time we take care of this issue. Our city is flooded by these students to be exact from India.
It is about time we take care of this issue. Our city is flooded by these students to be exact from India.
Identity Attack0.09080041
Insult0.029714199
Profanity0.01893901
Threat0.008259222
Severe Toxicity0.0032043457
Low Tox 0.11036996 Moderate Con 0.497 Fear_Threat
Oct 2, 2025 IRCC Names India in Study …
If you want Sharia Law go back your home countries. Why did you leave then is a question I would pose to them. Where I live in Canada its not immigrant families, its mostly males …
If you want Sharia Law go back your home countries. Why did you leave then is a question I would pose to them. Where I live in Canada its not immigrant families, its mostly males in the age range of 20-35. Why?
Identity Attack0.09328204
Insult0.024124376
Profanity0.011782649
Threat0.0063238298
Severe Toxicity0.0022220612
Low Tox 0.1100022 Constructive 0.532 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
paajeetistan
paajeetistan
Identity Attack0.053399716
Insult0.037395194
Profanity0.098377466
Threat0.009463178
Severe Toxicity0.009841919
Low Tox 0.1100022 Moderate Con 0.33 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
We need the guy on the bike as our prime minister
We need the guy on the bike as our prime minister
Identity Attack0.005956655
Insult0.04090862
Profanity0.017572641
Threat0.01187109
Severe Toxicity0.0024414062
Low Tox 0.1100022 Low Con 0.251 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
I don’t know how to feel about this. In my head I know without immigration the population will go down and that’s bad for economy. I know that diversity is good and we should embrace …
I don’t know how to feel about this. In my head I know without immigration the population will go down and that’s bad for economy. I know that diversity is good and we should embrace people from all backgrounds. Yet, something feels vastly wrong with what is going on in Brampton. And I feel guilty for feeling that way because I didn’t feel like that when I went to Woodbridge when it was all Italian or Richmond Hill when it was all Hongkong Chinese.
Identity Attack0.10221587
Insult0.024897853
Profanity0.018187506
Threat0.007197669
Severe Toxicity0.0030899048
Low Tox 0.1100022 Constructive 0.733
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I felt compelled to write this. I appreciate you getting both sides and also asking some "hard" hitting questions that would mostly be seen as a rhetorical with a lot of people who have a …
I felt compelled to write this. I appreciate you getting both sides and also asking some "hard" hitting questions that would mostly be seen as a rhetorical with a lot of people who have a distaste for Indians (You pay international student tuition, complain about it, why are you here in the first place?). However I really appreciate that you do show the beautiful side of a community just trying to keep each other safe and well fed, while unfortunately it's a bit more explicit in the Western world that we tend to be more 'figure it out by yourself. Life yourself by your bootstraps' type of mentality. There is an immigration issue, specifically a resesntement feeling within the country, but it's still important to humanize people and communities.
Identity Attack0.06704199
Insult0.037980765
Profanity0.03464781
Threat0.008026198
Severe Toxicity0.0029945374
Low Tox 0.1100022 Constructive 0.885 Moral_Argument
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
That one based canadian is the only canadian i’ve ever had respect for.
That one based canadian is the only canadian i’ve ever had respect for.
Identity Attack0.09741807
Insult0.028722567
Profanity0.012995303
Threat0.0072106146
Severe Toxicity0.0032424927
Low Tox 0.1100022 Moderate Con 0.482 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Hahah Canada is no more
Hahah Canada is no more
Identity Attack0.05976611
Insult0.027347196
Profanity0.022423252
Threat0.0076766624
Severe Toxicity0.0032615662
Low Tox 0.1100022 Moderate Con 0.333 Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...
Change your thumbnail bro
Change your thumbnail bro
Identity Attack0.005919657
Insult0.027605021
Profanity0.035148825
Threat0.010809537
Severe Toxicity0.0037956238
Low Tox 0.1100022 Low Con 0.277 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Booo to Carney. We need the conservatives in
Booo to Carney. We need the conservatives in
Identity Attack0.009693438
Insult0.032799274
Profanity0.070942834
Threat0.013217449
Severe Toxicity0.0042533875
Low Tox 0.1100022 Moderate Con 0.309
Jan 2, 2026 17 likes New rules, regulations take effect …
Bike guy needs his own YouTube channel! 😂 God Bless 🇨🇦
Bike guy needs his own YouTube channel! 😂 God Bless 🇨🇦
Identity Attack0.023193322
Insult0.032468732
Profanity0.04216301
Threat0.010731863
Severe Toxicity0.004711151
Low Tox 0.1100022 Moderate Con 0.336 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
1 in 4??? Are you serious? No no!
1 in 4??? Are you serious? No no!
Identity Attack0.0016186562
Insult0.04207976
Profanity0.017231047
Threat0.0065115434
Severe Toxicity0.001707077
Low Tox 0.1100022 Low Con 0.274 Question
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Giving them the taste of their own medicine
Giving them the taste of their own medicine
Identity Attack0.008768492
Insult0.027605021
Profanity0.02119352
Threat0.012958534
Severe Toxicity0.0029945374
Low Tox 0.1100022 Low Con 0.266 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
*Operation Curry Bomb is taking place in Texas also! Thanks GOP!*
*Operation Curry Bomb is taking place in Texas also! Thanks GOP!*
Identity Attack0.020781586
Insult0.025155678
Profanity0.017299367
Threat0.035113025
Severe Toxicity0.005302429
Low Tox 0.1100022 Low Con 0.249 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I would consider myself a liberal. I 💯 agree with this video!! I not only demand the government, but the liberals as well, to open their eyes!
I would consider myself a liberal. I 💯 agree with this video!! I not only demand the government, but the liberals as well, to open their eyes!
Identity Attack0.039456755
Insult0.028171662
Profanity0.022628209
Threat0.013113883
Severe Toxicity0.00333786
Low Tox 0.1100022 Constructive 0.602
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
I think we should help people. I’m an immigrant and my parents got their passage paid but also had to pay it back. Which we did, but still waiting for our $50,000 cheque. My Dad …
I think we should help people. I’m an immigrant and my parents got their passage paid but also had to pay it back. Which we did, but still waiting for our $50,000 cheque. My Dad got a job in a town which had low rent. We were a family of five not living in a hotel but part of an army barracks. We were out in the country which freedom for all the kids. Free schooling,dental and Dr and cheep food. Where was this? You ask. Burwash, ont. A self sufficient industrial prison farm. We had a great childhood there. But the govt closed it because it was out of the way for inmates relatives to visit.
Identity Attack0.034558404
Insult0.035333443
Profanity0.047173142
Threat0.009048914
Severe Toxicity0.004119873
Low Tox 0.1100022 Constructive 0.745
Aug 7, 2018 1 likes How much do refugees and …
It was so bad for me in Brampton. I thought I died and went to heaven when I moved down to st clare in Toronto.
It was so bad for me in Brampton. I thought I died and went to heaven when I moved down to st clare in Toronto.
Identity Attack0.029402243
Insult0.023866551
Profanity0.026454043
Threat0.020091362
Severe Toxicity0.0031852722
Low Tox 0.1100022 Constructive 0.523 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
0:23 this guy is hilarious hahahahaha
0:23 this guy is hilarious hahahahaha
Identity Attack0.01374736
Insult0.029163294
Profanity0.052934792
Threat0.011042561
Severe Toxicity0.0066375732
Low Tox 0.1100022 Low Con 0.292 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Trump needs to do the same to carney. Canada has fallen.
Trump needs to do the same to carney. Canada has fallen.
Identity Attack0.023193322
Insult0.046764325
Profanity0.0137468055
Threat0.00789674
Severe Toxicity0.0019931793
Low Tox 0.1100022 Low Con 0.139
Jan 5, 2026 New rules, regulations take effect …
Interesting and there are many other ethnic enclaves in the GTA Chinese / Asian / European etc
Interesting and there are many other ethnic enclaves in the GTA Chinese / Asian / European etc
Identity Attack0.10221587
Insult0.023221988
Profanity0.023652986
Threat0.008077981
Severe Toxicity0.0034713745
Low Tox 0.1100022 Moderate Con 0.479
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is propaganda served up by Trudeau's government to try and silence media with any form of criticism towards Immigration, especially handing out $600 million in payments to social and news media who would not …
This is propaganda served up by Trudeau's government to try and silence media with any form of criticism towards Immigration, especially handing out $600 million in payments to social and news media who would not question and only speak favorably on the influx of migrants to Canada. Luckily most Canadians are very aware of what's going on, Trudeau is unilaterally telling Canadians we have to pay for a mass exodus of economic migrants into Canada without a single debate in parliament or even a word to the Canadian people about this horrible idea.
Identity Attack0.031980325
Insult0.054376744
Profanity0.0138151245
Threat0.007819066
Severe Toxicity0.0024604797
Low Tox 0.1100022 Constructive 0.569
Jan 11, 2019 How much do refugees and …
That was a weird ending to the video…
That was a weird ending to the video…
Identity Attack0.0075105648
Insult0.020901557
Profanity0.036401358
Threat0.010110466
Severe Toxicity0.0044059753
Low Tox 0.1100022 Low Con 0.274 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
On their way to sneak to the greatest countries of the world?? 😂😂😂They’re already in Canada
On their way to sneak to the greatest countries of the world?? 😂😂😂They’re already in Canada
Identity Attack0.044870727
Insult0.03136692
Profanity0.018734055
Threat0.007365964
Severe Toxicity0.002746582
Low Tox 0.1100022 Low Con 0.159 Humor_Satire
Feb 14, 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.