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 344 of 1230
If that white guy is very intelligent so why is he a construction worker huh
If that white guy is very intelligent so why is he a construction worker huh
Identity Attack0.39461556
Insult0.23704576
Profanity0.104876526
Threat0.010291707
Severe Toxicity0.01935331
Moderate 0.37751234 Low Con 0.224 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
This video sounds very racist, I grew up here since 1989. The video is a bit extreme, but there is definitely a lack of assimilation. But the same goes for the native communities, we just …
This video sounds very racist, I grew up here since 1989. The video is a bit extreme, but there is definitely a lack of assimilation. But the same goes for the native communities, we just put them in the middle of nowhere and killed their kids in schools centuries ago. Canadians let them get addicted to drugs and let their communities crumble. Now when a community shows up with a harder WORK ETHIC than the locals, THERE IS A PROBLEM???? Its called Getting on the GRIND. But @6:40 Not all the Kids... but a good portion are TAKING AWAY OUR IDENTITY. I work with some amazing humble guys from India... but the same does not go for the rest.
Identity Attack0.27701542
Insult0.30797598
Profanity0.06395709
Threat0.12536226
Severe Toxicity0.02296847
Moderate 0.37751234 Constructive 0.718 Personal_Narrative
Sep 25, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
How much invasion videos is this nga gonna post lol? 😂😂😂
How much invasion videos is this nga gonna post lol? 😂😂😂
Identity Attack0.28034934
Insult0.24630153
Profanity0.25001678
Threat0.04132889
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.19 Meta_Commentary
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
As a Indo Canadian Born here 40 years old wtf happened to this country… tradeau government tried making money off international students… Now they all here
As a Indo Canadian Born here 40 years old wtf happened to this country… tradeau government tried making money off international students… Now they all here
Identity Attack0.10221587
Insult0.1935001
Profanity0.39842105
Threat0.008712323
Severe Toxicity0.018384963
Moderate 0.37751234 Moderate Con 0.414
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
They have a Trump Derangement Syndrome sports in Ontario 😂 @ 6:65
They have a Trump Derangement Syndrome sports in Ontario 😂 @ 6:65
Identity Attack0.17925262
Insult0.38406035
Profanity0.032894265
Threat0.0076507707
Severe Toxicity0.0128976675
Moderate 0.37751234 Low Con 0.226 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian and Americans now talk about immigrants 😂😂their fathers also immigrants.. 😬😬😬 where is now original American s--red Indians 🎉
Canadian and Americans now talk about immigrants 😂😂their fathers also immigrants.. 😬😬😬 where is now original American s--red Indians 🎉
Identity Attack0.44690517
Insult0.25602314
Profanity0.0935729
Threat0.008556974
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.248 Humor_Satire
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I was so proud of Burkina Faso 🇧🇫 when they kicked the eff out of parasite Canadian mining companies. Burkina Faso is now peaceful and quickly developing.
I was so proud of Burkina Faso 🇧🇫 when they kicked the eff out of parasite Canadian mining companies. Burkina Faso is now peaceful and quickly developing.
Identity Attack0.35299334
Insult0.38406035
Profanity0.075792134
Threat0.012958534
Severe Toxicity0.014188796
Moderate 0.37751234 Constructive 0.537
Jan 27, 2026 Inside Canada's Indian Invasion...
15:00 yeah like the abrahams call other religion false and demonic but thats not the case with dharmics they accept everyone
15:00 yeah like the abrahams call other religion false and demonic but thats not the case with dharmics they accept everyone
Identity Attack0.38215697
Insult0.23704576
Profanity0.19401662
Threat0.015947454
Severe Toxicity0.02296847
Moderate 0.37751234 Moderate Con 0.434 Moral_Argument
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m all for people to have safe and good lives, but it’s aggravating as hell, when East Indians in general here in Canada are 1.) Preying on women and children 2.) trying to shove their …
I’m all for people to have safe and good lives, but it’s aggravating as hell, when East Indians in general here in Canada are 1.) Preying on women and children 2.) trying to shove their beliefs on everyone else and threaten people 3.) get entitled benefits to the moon.
Identity Attack0.3895355
Insult0.26957804
Profanity0.22429734
Threat0.019055385
Severe Toxicity0.02116089
Moderate 0.37751234 Constructive 0.57
Aug 25, 2025 Why Canadians Are Turning Against …
Call it what it is, it's not immigrants. It's Indian people period. They are everywhere dumping their 1.5 billion people around the world.
Call it what it is, it's not immigrants. It's Indian people period. They are everywhere dumping their 1.5 billion people around the world.
Identity Attack0.458714
Insult0.21135417
Profanity0.07126612
Threat0.014048163
Severe Toxicity0.019095084
Moderate 0.37751234 Low Con 0.246
Sep 21, 2025 24 likes Inside Canada's Indian Metropolis (Brampton)
All the Indian women seem shy and rarely show emotion unless they are at a jobsite getting paid. Must already have a prearranged marriage with another Indian before they reach their teen years. No wonder …
All the Indian women seem shy and rarely show emotion unless they are at a jobsite getting paid. Must already have a prearranged marriage with another Indian before they reach their teen years. No wonder there's so many of them , they all keep to themselves.
Identity Attack0.44690517
Insult0.2735258
Profanity0.089370176
Threat0.010291707
Severe Toxicity0.01825585
Moderate 0.37751234 Constructive 0.507
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
It seems the only answer to any opinion now is "you're racist". I have made simple observations with that attack.
It seems the only answer to any opinion now is "you're racist". I have made simple observations with that attack.
Identity Attack0.17847598
Insult0.36798462
Profanity0.052183274
Threat0.011068452
Severe Toxicity0.011672974
Moderate 0.37751234 Moderate Con 0.449 Meta_Commentary
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I just wonder why white still have racial identity ? No Church or Masjid offers free food or humanitarian aid but we HINDU PARSI JAIN SIKHS and Indian Christians Jews have one one unique thing …
I just wonder why white still have racial identity ? No Church or Masjid offers free food or humanitarian aid but we HINDU PARSI JAIN SIKHS and Indian Christians Jews have one one unique thing is , treat human as human being. See history , when Indians initially landed there , they were not treated at par but we did not asked for HINDU SIKH or JAIN laws................We try to build ourselves with hardwork and keeping family roots intact. This is the reason Indians are successful migrants. Even in India , they stay in close family relations and financial transactions are done only in community to ensure that money flows within community. This is not crime but way of gaining wealth for longer properity and existence.
Identity Attack0.46028158
Insult0.24493282
Profanity0.10178173
Threat0.017674083
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.73
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
All these bon white Europeans gotta go that came here in the last 4 decades
All these bon white Europeans gotta go that came here in the last 4 decades
Identity Attack0.44690517
Insult0.16861114
Profanity0.15371579
Threat0.03407705
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.21 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Why is Brampton such an issue. I mean its just one city these videos never focus on real issues just blaming or demonizing one community to blame their failures. Their mayors are white MP’s are …
Why is Brampton such an issue. I mean its just one city these videos never focus on real issues just blaming or demonizing one community to blame their failures. Their mayors are white MP’s are white , premiers are white prime ministers are white but somehow a brown or black person working in tim horton is the root of all problems.
Identity Attack0.46028158
Insult0.24171697
Profanity0.06395709
Threat0.009566744
Severe Toxicity0.014769804
Moderate 0.37751234 Constructive 0.512 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
7:53 you outed yourself as a bigot when you decided it was a great decision to zoom in on the sliders.
7:53 you outed yourself as a bigot when you decided it was a great decision to zoom in on the sliders.
Identity Attack0.060675595
Insult0.336253
Profanity0.12727508
Threat0.009100696
Severe Toxicity0.013091337
Moderate 0.37751234 Low Con 0.29 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
It must break their hearts, like how the superior white skinned colonizers now becoming minority in their own countries 😂😂 Don't worry The karma is just completing it's Life cycle.
It must break their hearts, like how the superior white skinned colonizers now becoming minority in their own countries 😂😂 Don't worry The karma is just completing it's Life cycle.
Identity Attack0.44690517
Insult0.17734702
Profanity0.1308005
Threat0.063352615
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.239
Oct 6, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
14:38 why nobody mentions that crazy editing. xD
14:38 why nobody mentions that crazy editing. xD
Identity Attack0.02821777
Insult0.24928534
Profanity0.22429734
Threat0.012854968
Severe Toxicity0.016383713
Moderate 0.37751234 Moderate Con 0.349 Meta_Commentary
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Catching scamming culture while advertising scammy apps 😂
Catching scamming culture while advertising scammy apps 😂
Identity Attack0.022590388
Insult0.24928534
Profanity0.20375896
Threat0.01101667
Severe Toxicity0.01644827
Moderate 0.37751234 Low Con 0.275 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
16:58 17:14 17:46 all these instances you say it’s “Punjabi” when in reality it is Hindi. You are spreading misinformation for some unknown reason. Your Smuggler is faking his identity and you’re too oblivious to …
16:58 17:14 17:46 all these instances you say it’s “Punjabi” when in reality it is Hindi. You are spreading misinformation for some unknown reason. Your Smuggler is faking his identity and you’re too oblivious to it.
Identity Attack0.17769934
Insult0.26957804
Profanity0.13168186
Threat0.019746035
Severe Toxicity0.019482423
Moderate 0.37751234 Low Con 0.232 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
You're a bit of a gronk, mate.
You're a bit of a gronk, mate.
Identity Attack0.015455672
Insult0.40975618
Profanity0.17752954
Threat0.0072753434
Severe Toxicity0.009651184
Moderate 0.37751234 Low Con 0.189 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
So many snowflakes call anything not wanting too much off a certain group people causing problems bc of their culture in multiple countries”oh he’s racist he’s racist”🙄my gosh snowflakes
So many snowflakes call anything not wanting too much off a certain group people causing problems bc of their culture in multiple countries”oh he’s racist he’s racist”🙄my gosh snowflakes
Identity Attack0.2877625
Insult0.3388922
Profanity0.11292298
Threat0.0082074385
Severe Toxicity0.017739398
Moderate 0.37751234 Moderate Con 0.367 Identity_Assertion
Feb 17, 2026 Inside Canada's Indian Invasion...
Indians abuse all systems available to them across the world. They try to change the new country that they are in back into the old country that they left, namely India.
Indians abuse all systems available to them across the world. They try to change the new country that they are in back into the old country that they left, namely India.
Identity Attack0.46028158
Insult0.22770336
Profanity0.0961592
Threat0.013372798
Severe Toxicity0.02077355
Moderate 0.37751234 Moderate Con 0.328 Unverified_Claim
Oct 6, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Excellent work you know where is illegally Indian people in Canada 🇨🇦👏🏻👌🏻
Excellent work you know where is illegally Indian people in Canada 🇨🇦👏🏻👌🏻
Identity Attack0.46028158
Insult0.18852992
Profanity0.024951037
Threat0.0077284453
Severe Toxicity0.014640691
Moderate 0.37751234 Moderate Con 0.466 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I want all illegal aliens in the US out. I want legal immigrants who commit crimes, don’t assimilate or become a burden on society deported. I’m done. At least we have Trump actively trying to …
I want all illegal aliens in the US out. I want legal immigrants who commit crimes, don’t assimilate or become a burden on society deported. I’m done. At least we have Trump actively trying to deport them, in spite of the liberals.
Identity Attack0.44690517
Insult0.24561718
Profanity0.02795705
Threat0.064969026
Severe Toxicity0.019998873
Moderate 0.37751234 Moderate Con 0.471
Aug 25, 2025 Why Canadians Are Turning Against …

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.