Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
30,738 comments · Page 916 of 1230
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
Identity Attack0.022992345
Insult0.017012933
Profanity0.011492296
Threat0.008375733
Severe Toxicity0.0014591217
Low Tox 0.055521555 Moderate Con 0.338 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Do not donate to food banks , they eat here
Do not donate to food banks , they eat here
Identity Attack0.012943448
Insult0.01929015
Profanity0.015488927
Threat0.0063950317
Severe Toxicity0.0013828278
Low Tox 0.055521555 Moderate Con 0.303
Sep 30, 2025 IRCC Names India in Study …
Guy on the bike is the biggest a$$hole in Canada
Guy on the bike is the biggest a$$hole in Canada
Identity Attack0.01139534
Insult0.027730936
Profanity0.01846078
Threat0.0074824756
Severe Toxicity0.0022792816
Low Tox 0.055521555 Low Con 0.234 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
It’s the same in Australia. The Chinese own a store but pays very low pay to Chinese employees only
It’s the same in Australia. The Chinese own a store but pays very low pay to Chinese employees only
Identity Attack0.055218685
Insult0.0154929245
Profanity0.013644327
Threat0.0064144502
Severe Toxicity0.0013828278
Low Tox 0.055274166 Moderate Con 0.365
Jan 13, 2026 1 likes Why Canadians Are Turning Against …
-1,000,000 IZZAT
-1,000,000 IZZAT
Identity Attack0.014350293
Insult0.022384055
Profanity0.026180768
Threat0.009929225
Severe Toxicity0.00793457
Low Tox 0.055274166 Low Con 0.288 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Hello, my name is Levon. Can you go to Armenia please?
Hello, my name is Levon. Can you go to Armenia please?
Identity Attack0.024801146
Insult0.014960921
Profanity0.022833163
Threat0.010576514
Severe Toxicity0.0032615662
Low Tox 0.055274166 Moderate Con 0.372 Humor_Satire
Feb 15, 2026 Inside Canada's Indian Invasion...
Yeah we call Brampton “Brown Town” 😂
Yeah we call Brampton “Brown Town” 😂
Identity Attack0.01274247
Insult0.021868404
Profanity0.020578653
Threat0.0076507707
Severe Toxicity0.0022029877
Low Tox 0.055274166 Moderate Con 0.323 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Everything the Government did to hurt their own citizens and create scenarios that would never let the citizens of Canada to have an inclusive and integrated population. And it's worse for everyone and the government …
Everything the Government did to hurt their own citizens and create scenarios that would never let the citizens of Canada to have an inclusive and integrated population. And it's worse for everyone and the government is taxing us more and spending it on everything but Canadians and Canadian infrastructure.
Identity Attack0.020178653
Insult0.023608726
Profanity0.010911589
Threat0.0068287146
Severe Toxicity0.0014209747
Low Tox 0.055274166 Moderate Con 0.438 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
A lot of Indians are actually extremely kind. Please be nice to them
A lot of Indians are actually extremely kind. Please be nice to them
Identity Attack0.04538634
Insult0.016632931
Profanity0.027820412
Threat0.008815889
Severe Toxicity0.0028038025
Low Tox 0.055274166 Constructive 0.509 Solidarity
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
The punjabi old guy, just the best.
The punjabi old guy, just the best.
Identity Attack0.033527173
Insult0.023995465
Profanity0.024541125
Threat0.009437286
Severe Toxicity0.0029945374
Low Tox 0.055274166 Moderate Con 0.369
Oct 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Bike guy is ????😂😢😂😅😅 so loveable ha ha... R
Bike guy is ????😂😢😂😅😅 so loveable ha ha... R
Identity Attack0.006622616
Insult0.0233509
Profanity0.026590679
Threat0.008026198
Severe Toxicity0.0030708313
Low Tox 0.055274166 Moderate Con 0.447 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
1:57 bros right
1:57 bros right
Identity Attack0.011839314
Insult0.0154929245
Profanity0.034146797
Threat0.012285355
Severe Toxicity0.0044441223
Low Tox 0.055274166 Moderate Con 0.312 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Bike guy is on to something
Bike guy is on to something
Identity Attack0.0076215584
Insult0.024640027
Profanity0.022423252
Threat0.008013252
Severe Toxicity0.002231598
Low Tox 0.055274166 Moderate Con 0.362 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
I love your content but you have to work on your thumbnails because the portray a certain kind of view before you even watch it
I love your content but you have to work on your thumbnails because the portray a certain kind of view before you even watch it
Identity Attack0.006696612
Insult0.019096779
Profanity0.022354934
Threat0.00967031
Severe Toxicity0.0021743774
Low Tox 0.055274166 Moderate Con 0.336 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Buddy, wear a seat belt when you drive.
Buddy, wear a seat belt when you drive.
Identity Attack0.0027933381
Insult0.020772645
Profanity0.012961143
Threat0.009359611
Severe Toxicity0.0016117096
Low Tox 0.055274166 Moderate Con 0.33
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Why do you say it's broken? It's just the way the liberals want it on purpose. The very same reason why the democrats in the states are doing, and defending it at all costs. Votes, …
Why do you say it's broken? It's just the way the liberals want it on purpose. The very same reason why the democrats in the states are doing, and defending it at all costs. Votes, and gerrymandering.
Identity Attack0.010655383
Insult0.025800243
Profanity0.013371054
Threat0.0068999166
Severe Toxicity0.001206398
Low Tox 0.055274166 Moderate Con 0.392 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
I can’t wait for Alberta to separate from Canada🎉🎉🎉🎉
I can’t wait for Alberta to separate from Canada🎉🎉🎉🎉
Identity Attack0.033269364
Insult0.015340924
Profanity0.011406898
Threat0.009540852
Severe Toxicity0.0025939941
Low Tox 0.055274166 Moderate Con 0.372 Identity_Assertion
Jan 11, 2026 1 likes Canada’s new rules in 2026
I love how we have brought millions of new "skilled" Canadians into the country and they say there's not enough workers with skills to run our upcoming projects. With that big of backlog sounds like …
I love how we have brought millions of new "skilled" Canadians into the country and they say there's not enough workers with skills to run our upcoming projects. With that big of backlog sounds like you need to shut the program down until you get caught up. This seems quite mis-managed, who was in charge for the last 10 years to let this spiral out of control so badly?
Identity Attack0.01565665
Insult0.025929155
Profanity0.011014067
Threat0.0067316215
Severe Toxicity0.0012397766
Low Tox 0.055274166 Constructive 0.677 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
$420 per person? Is that a joke? Let me know when you lower it $10,000 per person.
$420 per person? Is that a joke? Let me know when you lower it $10,000 per person.
Identity Attack0.0019886347
Insult0.021610579
Profanity0.0127561875
Threat0.008556974
Severe Toxicity0.0013065338
Low Tox 0.055274166 Low Con 0.244 Policy_Critique
Jan 21, 2026 Canada’s new rules in 2026
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study …
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study visa permits. I 100% agree with immigration officers that they need to carefully review the applications, because I also think things like this shouldn’t happen in any countries. But, I’m getting frustrated because this is delaying innocent international students’ visa process as well. I’ve finished my undergraduate studies and I decided to pursue master’s under a professor i met in my current university. I was very excited to study the field, and i applied for study extension visa months ago, and still haven’t gotten any updates from IRCC. So I couldn’t get enrolled in Fall semester. I’m still waiting, and i really hope that i can continue studying.. luckily my professor understood this situation and he said he can hold a position for me, but i’m still very anxious about all the situation. I hope all people who come to Canada are honest and don’t do illegal things. I really want them to realize that they are affecting students who just want to study. They are taking away the opportunity for others to learn.
Identity Attack0.023595277
Insult0.022512967
Profanity0.016957775
Threat0.0077802283
Severe Toxicity0.001783371
Low Tox 0.055274166 Constructive 0.858 Personal_Narrative
Sep 29, 2025 3 likes IRCC Names India in Study …
Dave Chappelle’s mother, Dr. Yvonne Seon (née Reed), was not a spy, but she did have a very unusual background that sometimes sparks those rumors. Here’s what’s known: Academic & Diplomatic Work: Dr. Seon was …
Dave Chappelle’s mother, Dr. Yvonne Seon (née Reed), was not a spy, but she did have a very unusual background that sometimes sparks those rumors. Here’s what’s known: Academic & Diplomatic Work: Dr. Seon was an academic and later became one of the first African American women to be ordained in the Unitarian Universalist Church. She earned her PhD and worked in higher education. Congo Connection: In the early 1960s, after Congo’s independence, she worked with the Congolese government under Patrice Lumumba. She served in the Ministry of Foreign Affairs and helped establish Congo’s diplomatic mission in Washington, D.C. Spy Rumors: Because this was during the Cold War — when the U.S. and CIA were deeply involved in Congo (including in Lumumba’s downfall) — people sometimes speculate about Americans who were there. That’s likely why the “spy” rumor exists. But there’s no credible evidence that Dave Chappelle’s mother was a spy. The record shows she was a diplomat, scholar, and educator, not an intelligence agent.
Identity Attack0.022992345
Insult0.024768941
Profanity0.018734055
Threat0.00789674
Severe Toxicity0.0016403198
Low Tox 0.055274166 Constructive 0.618
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
IT DOESN'T MATTER HOW IT HAPPENED ITS HOW DO WE FIX IT. OH, LET ME GUESS YOU VOTED FOR THIS.
IT DOESN'T MATTER HOW IT HAPPENED ITS HOW DO WE FIX IT. OH, LET ME GUESS YOU VOTED FOR THIS.
Identity Attack0.0027378413
Insult0.020063626
Profanity0.012961143
Threat0.008194493
Severe Toxicity0.0020980835
Low Tox 0.055274166 Low Con 0.3 Call_To_Action
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
8:24 protect this man at all costs
8:24 protect this man at all costs
Identity Attack0.00725158
Insult0.013250912
Profanity0.019963788
Threat0.014048163
Severe Toxicity0.0032997131
Low Tox 0.055274166 Low Con 0.284 Solidarity
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
They are some insane regulations that prevent people from leaving Canada, like exit taxes , somebody has absolutely owned anything , and has to pay 25000 to completely disconnect from Canada and being able to …
They are some insane regulations that prevent people from leaving Canada, like exit taxes , somebody has absolutely owned anything , and has to pay 25000 to completely disconnect from Canada and being able to leave Canada. I am asking the authorities to cancel the leaving tax fee and let the people leave if they want to do so.
Identity Attack0.0007638468
Insult0.035654884
Profanity0.0004206933
Threat0.00031321726
Severe Toxicity0.0000059225677
Low Tox 0.055232093
Apr 19, 2025 1 likes
bro all of them are entering using student ids
bro all of them are entering using student ids
Identity Attack0.009619443
Insult0.018581128
Profanity0.023789622
Threat0.0079873605
Severe Toxicity0.0022697449
Low Tox 0.055026773 Low Con 0.221 Unverified_Claim
Jan 27, 2026 1 likes 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.