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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: "thank you for covering this" 53 comments · Page 2 of 3
Thank you Tyler for covering this issue. A lot of Canadians who were born here feel the same way about this country turning into South Asia 2.0, but very few are vocal about it, and …
Thank you Tyler for covering this issue. A lot of Canadians who were born here feel the same way about this country turning into South Asia 2.0, but very few are vocal about it, and some are willfully blind to the consequences. This may be an immigrant country, but it's certainly not sustainable at the rate we're going....
Identity Attack0.033527173
Insult0.022706337
Profanity0.00995513
Threat0.006246155
Severe Toxicity0.001168251
Low Tox 0.058737632 Constructive 0.728 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Omg you came here! Thanks so much for covering this. I was shoveling snow all day and didn’t see a single punjab with a shovel in their hand
Omg you came here! Thanks so much for covering this. I was shoveling snow all day and didn’t see a single punjab with a shovel in their hand
Identity Attack0.023796257
Insult0.019934712
Profanity0.028913507
Threat0.009696201
Severe Toxicity0.0031471252
Low Tox 0.055521555 Constructive 0.532 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The dynamics in this video are playing out in many places, however, we've never come across a city that has seen as much drastic change as Brampton: Its population has doubled from 400,000 to 800,000 …
The dynamics in this video are playing out in many places, however, we've never come across a city that has seen as much drastic change as Brampton: Its population has doubled from 400,000 to 800,000 in just the last 20 years. We tried to cover this topic, respecting both the long-time Brampton residents, many of whom are angry about the changes to their city, and the Indian community, which was extremely welcoming of us. Thank you all for watching. Also, we're on our way to the UK and are looking for story recs in England and Scotland.
Identity Attack0.024600167
Insult0.018258847
Profanity0.024951037
Threat0.010887212
Severe Toxicity0.0028800964
Low Tox 0.050326355 Constructive 0.796
Sep 18, 2025 774 likes Inside Canada's Indian Metropolis (Brampton)
No way thank you for covering this
No way thank you for covering this
Identity Attack0.002830336
Insult0.01465692
Profanity0.015454767
Threat0.006822242
Severe Toxicity0.0012969971
Low Tox 0.036162965 Moderate Con 0.389 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Great video I did my test now 20/20 Read book 1 time and watch this video this covers all the test Well done and thank you so much for help
Great video I did my test now 20/20 Read book 1 time and watch this video this covers all the test Well done and thank you so much for help
Identity Attack0.007806548
Insult0.010590895
Profanity0.021740068
Threat0.010550622
Severe Toxicity0.0025367737
Low Tox 0.029563503 Constructive 0.627
May 26, 2025 7 likes Canadian Citizenship Test 2025 – …
Thank you for covering this Canadian Pandemic
Thank you for covering this Canadian Pandemic
Identity Attack0.010803374
Insult0.013174911
Profanity0.010091767
Threat0.006382086
Severe Toxicity0.0012588501
Low Tox 0.028149333 Moderate Con 0.448
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for covering this. People need to wake up.
Thank you for covering this. People need to wake up.
Identity Attack0.0024233595
Insult0.012680908
Profanity0.010757872
Threat0.007197669
Severe Toxicity0.000834465
Low Tox 0.024849601 Moderate Con 0.387 Call_To_Action
Feb 26, 2026 37 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Thanks for covering a huge issue in my country ❤
Thanks for covering a huge issue in my country ❤
Identity Attack0.00673361
Insult0.009241886
Profanity0.012073003
Threat0.006427396
Severe Toxicity0.0011634827
Low Tox 0.021903414 Constructive 0.514 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
thank you for covering this dude
thank you for covering this dude
Identity Attack0.0050687063
Insult0.010970897
Profanity0.01805087
Threat0.008738215
Severe Toxicity0.00166893
Low Tox 0.021903414 Moderate Con 0.417 Meta_Commentary
Jan 27, 2026 9 likes Inside Canada's Indian Invasion...
Thank you for covering this bro
Thank you for covering this bro
Identity Attack0.0058456613
Insult0.00983089
Profanity0.019212283
Threat0.0091524795
Severe Toxicity0.001821518
Low Tox 0.02072494 Moderate Con 0.424 Solidarity
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
Passed the test on May 4. This video covered everything. Huge thanks!❤❤❤
Passed the test on May 4. This video covered everything. Huge thanks!❤❤❤
Identity Attack0.0057346676
Insult0.009165886
Profanity0.017162729
Threat0.008893564
Severe Toxicity0.002002716
Low Tox 0.02048268 Constructive 0.525 Meta_Commentary
May 4, 2025 15 likes Canadian Citizenship Test 2025 – …
Thank you so much! This video helps a lot for the citizenship exam. However, I recommend reading the book carefully two or three times as well, because I had some questions that were not covered …
Thank you so much! This video helps a lot for the citizenship exam. However, I recommend reading the book carefully two or three times as well, because I had some questions that were not covered in this video.pass my exam 18/20 yesterday
Identity Attack0.004846719
Insult0.008272881
Profanity0.016172111
Threat0.008505191
Severe Toxicity0.001449585
Low Tox 0.017215505 Constructive 0.678 Personal_Narrative
Jan 4, 2026 1 likes Canadian Citizenship Test 2025 – …
THANK YOU FOR COVERING THIS! I am canadian born 99 in brampton, I have lived in many cities in Ontario but brampton is on a different level
THANK YOU FOR COVERING THIS! I am canadian born 99 in brampton, I have lived in many cities in Ontario but brampton is on a different level
Identity Attack0.0068446035
Insult0.00975489
Profanity0.010621235
Threat0.0061231707
Severe Toxicity0.00081539154
Low Tox 0.01633588 Constructive 0.636 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for covering this! 💯 Quite honestly Canada went down the drain and we all notice it, see it, experience it. This needs to be talked about a lot more and you did a …
Thank you for covering this! 💯 Quite honestly Canada went down the drain and we all notice it, see it, experience it. This needs to be talked about a lot more and you did a great job starting that conversation 💯💯
Identity Attack0.0053276913
Insult0.009678889
Profanity0.011458136
Threat0.006162008
Severe Toxicity0.0007343292
Low Tox 0.01608456 Constructive 0.64
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank god you're covering this Tyler
Thank god you're covering this Tyler
Identity Attack0.0034223017
Insult0.008918885
Profanity0.015625564
Threat0.0067316215
Severe Toxicity0.0011825562
Low Tox 0.015770407 Moderate Con 0.374 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
thank u for covering this
thank u for covering this
Identity Attack0.004069764
Insult0.008405882
Profanity0.015557245
Threat0.008181547
Severe Toxicity0.0014686584
Low Tox 0.015581916 Moderate Con 0.469 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for covering this! Replacement Theory is real and the immigration population has exploded in Canada. Look into the century initiative, goal is to have Canada's population to 100 million by 2100.
Thank you for covering this! Replacement Theory is real and the immigration population has exploded in Canada. Look into the century initiative, goal is to have Canada's population to 100 million by 2100.
Identity Attack0.006696612
Insult0.00817788
Profanity0.008981592
Threat0.0062267366
Severe Toxicity0.000603199
Low Tox 0.015079274 Constructive 0.625 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
thank you for covering this
thank you for covering this
Identity Attack0.003921773
Insult0.008234881
Profanity0.015591404
Threat0.008052089
Severe Toxicity0.0014019012
Low Tox 0.014765122 Moderate Con 0.444 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you so much for covering this 🇨🇦
Thank you so much for covering this 🇨🇦
Identity Attack0.0058086636
Insult0.00810188
Profanity0.016889455
Threat0.008427517
Severe Toxicity0.0016117096
Low Tox 0.014513801 Moderate Con 0.498 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for covering this. It’s a serious issue here.
Thank you for covering this. It’s a serious issue here.
Identity Attack0.0019053896
Insult0.008557882
Profanity0.010313802
Threat0.0062849927
Severe Toxicity0.000603199
Low Tox 0.014011159 Moderate Con 0.431
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian, thank you for covering this
As a Canadian, thank you for covering this
Identity Attack0.0063266335
Insult0.007645877
Profanity0.012141321
Threat0.006848133
Severe Toxicity0.00093460083
Low Tox 0.01225191 Constructive 0.501 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler Oliver, thanks for covering this story because Ben Bankas, one of the best stand-up comedians from Canada, has been doing great jokes about this situation, and I honestly didn't know anything about it until …
Tyler Oliver, thanks for covering this story because Ben Bankas, one of the best stand-up comedians from Canada, has been doing great jokes about this situation, and I honestly didn't know anything about it until now. Thanks again, brother.
Identity Attack0.0017851467
Insult0.009184887
Profanity0.010160086
Threat0.00598724
Severe Toxicity0.00045776367
Low Tox 0.012126249 Constructive 0.754
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank God you covered this.
Thank God you covered this.
Identity Attack0.0030523231
Insult0.0072468747
Profanity0.012517073
Threat0.0065827454
Severe Toxicity0.0008916855
Low Tox 0.011686437 Moderate Con 0.454 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for covering this. Brampton was so nice 15 years ago.
Thank you for covering this. Brampton was so nice 15 years ago.
Identity Attack0.0021181274
Insult0.0077028773
Profanity0.011184863
Threat0.0065633263
Severe Toxicity0.0007677078
Low Tox 0.01017851 Constructive 0.553 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Thanks for covering this.
Thanks for covering this.
Identity Attack0.0024788564
Insult0.0069333725
Profanity0.012551232
Threat0.00746953
Severe Toxicity0.0009918213
Low Tox 0.009801528 Moderate Con 0.429 Meta_Commentary
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.