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 592 of 1230
Don't forget, the gender neutral movement has sterilized quite a bit of our children.
Don't forget, the gender neutral movement has sterilized quite a bit of our children.
Identity Attack0.17769934
Insult0.062150877
Profanity0.04867618
Threat0.013631714
Severe Toxicity0.006790161
Low Tox 0.23090743 Moderate Con 0.376 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
I can't watch this while trying to eat in peace. 🤢🤢🤢🤮
I can't watch this while trying to eat in peace. 🤢🤢🤢🤮
Identity Attack0.006178642
Insult0.025026767
Profanity0.09292633
Threat0.012285355
Severe Toxicity0.010757446
Low Tox 0.23090743 Moderate Con 0.412
Jan 27, 2026 Inside Canada's Indian Invasion...
As Canadian I just want to thank you for making this video and shinning a light. This country is getting destroyed
As Canadian I just want to thank you for making this video and shinning a light. This country is getting destroyed
Identity Attack0.078392304
Insult0.0638991
Profanity0.030138692
Threat0.04524883
Severe Toxicity0.007095337
Low Tox 0.23090743 Constructive 0.512 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada you guys and Gals need to rise up and take your country back
Canada you guys and Gals need to rise up and take your country back
Identity Attack0.17925262
Insult0.06826523
Profanity0.017777596
Threat0.012233571
Severe Toxicity0.007209778
Low Tox 0.23090743 Moderate Con 0.345
Nov 21, 2018 9 likes How much do refugees and …
India ❌ Dustbin ✅
India ❌ Dustbin ✅
Identity Attack0.23239216
Insult0.10440776
Profanity0.0887236
Threat0.022853967
Severe Toxicity0.022064678
Low Tox 0.23090743 Low Con 0.244 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
What a joke, get em out.
What a joke, get em out.
Identity Attack0.0032558115
Insult0.09855611
Profanity0.025634222
Threat0.05721026
Severe Toxicity0.004386902
Low Tox 0.23090743 Low Con 0.162
Jan 7, 2026 1 likes New rules, regulations take effect …
Polish guy saying they don't work while they live in a mansion like that that doesn't sounds right. Surely there's an element of jealousy around this anti migrant rheotric.
Polish guy saying they don't work while they live in a mansion like that that doesn't sounds right. Surely there's an element of jealousy around this anti migrant rheotric.
Identity Attack0.24970764
Insult0.07016616
Profanity0.02119352
Threat0.007262398
Severe Toxicity0.004119873
Low Tox 0.23090743 Constructive 0.516 Policy_Critique
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
He looks like an Iranian official 😂😂😂
He looks like an Iranian official 😂😂😂
Identity Attack0.17769934
Insult0.061626412
Profanity0.049177196
Threat0.010188141
Severe Toxicity0.009651184
Low Tox 0.23090743 Low Con 0.169 Humor_Satire
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
Deport 20k and let 380k in😂😂😂
Deport 20k and let 380k in😂😂😂
Identity Attack0.11163961
Insult0.04969218
Profanity0.034146797
Threat0.04132889
Severe Toxicity0.010604858
Low Tox 0.23090743 Low Con 0.217 Humor_Satire
Dec 30, 2025 Deportations From Canada at Their …
I think its kinda odd how lit any other ethnicity is able to accommodate to canadian life and customs, canada is like 80% immigrants or children of immogrants yet people ONLY talk about too many …
I think its kinda odd how lit any other ethnicity is able to accommodate to canadian life and customs, canada is like 80% immigrants or children of immogrants yet people ONLY talk about too many indians. I have personally noticed there are a loooot of chinese, filipinos, colombians and mexicans, yet nobody is complaining abt them...
Identity Attack0.2816105
Insult0.06564732
Profanity0.026590679
Threat0.006543908
Severe Toxicity0.005683899
Low Tox 0.22980402 Constructive 0.552 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country …
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country to be a doctor and I wanna leave my country (because no opportunities ) and move to a better and a safer country where I’m respected as a woman , which my country fails to . Now , I have to give a lot of exams and fill up a lot of visa requirements to be in any better country and I’m absolutely fine with it . But I’m not fine with the fact that countries like Canada , Australia , uk etc are immigrating people from India who are not educated , don’t wanna assimilate, with very eased up visa requirements, easy pr facilities because these countries want cheap labor and when these bottom of barrel uneducated folks move to another country they do shady businesses , start making huge communities of similar people having similar views and this leads to chaos and a backlash , racism on a particular ethnicity, stereotypes and so and so . I’m not saying my people aren’t flawed , they are but why the government is so easy in immigrating uneducated uncouth people from 3rd world countries where even these people wouldn’t be hired in some great companies or give anything great to build a valuable society , why people who are talented and literally would assimilate, has respect , is educated literally would bring a change for better is sidelined or toughened up their immigration process ? I might come off as very rude and jealous by my comment and actually im kinda jealous but I really wanna know and I observed this pattern a lot . All educated people wanting to move out are struggling while these kinda are just migrating so so easily and most even have permanent residencies WHAT ???
Identity Attack0.17614605
Insult0.076185785
Profanity0.13256322
Threat0.013579931
Severe Toxicity0.012283325
Low Tox 0.22980402 Constructive 0.778 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
What a joke Canada has become. No wonder we’ve had so much crime.
What a joke Canada has become. No wonder we’ve had so much crime.
Identity Attack0.12208464
Insult0.12883772
Profanity0.017094411
Threat0.008712323
Severe Toxicity0.0049972534
Low Tox 0.22980402 Low Con 0.281
Nov 21, 2025 Thousands of refugees allowed into …
One million more muslims on the way courtesy of our muslim immigration minister.
One million more muslims on the way courtesy of our muslim immigration minister.
Identity Attack0.28034934
Insult0.04969218
Profanity0.025360947
Threat0.010731863
Severe Toxicity0.007820129
Low Tox 0.22980402 Low Con 0.216
Nov 23, 2017 2 likes How much do refugees and …
You all need to go back
You all need to go back
Identity Attack0.037909906
Insult0.06757036
Profanity0.03464781
Threat0.03407705
Severe Toxicity0.007820129
Low Tox 0.22980402 Low Con 0.256
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
invasion australia too
invasion australia too
Identity Attack0.18235919
Insult0.03566399
Profanity0.057944927
Threat0.024235269
Severe Toxicity0.011672974
Low Tox 0.22980402 Moderate Con 0.352
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian people rule. Too much of anything at once is unhealthy. But this is still the least bad scenario in hindsight because they're actually decent, kind, hard working and ambitious. That can't be said for …
Indian people rule. Too much of anything at once is unhealthy. But this is still the least bad scenario in hindsight because they're actually decent, kind, hard working and ambitious. That can't be said for most 3rd world countries.
Identity Attack0.24293575
Insult0.07238392
Profanity0.041661996
Threat0.0074954215
Severe Toxicity0.00579834
Low Tox 0.22980402 Constructive 0.546 Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
Fine those diploma mills, and fraudulent employers, take those funds plus more tax dollars fund CBSA to round up and deport. Expand CBSA powers, add immigration control as secondary task to local police, and lease …
Fine those diploma mills, and fraudulent employers, take those funds plus more tax dollars fund CBSA to round up and deport. Expand CBSA powers, add immigration control as secondary task to local police, and lease a cruise ship to deport them back.
Identity Attack0.048737846
Insult0.14331897
Profanity0.016411226
Threat0.030278467
Severe Toxicity0.005493164
Low Tox 0.22980402 Moderate Con 0.323
Oct 1, 2025 1 likes IRCC Names India in Study …
brampton used to be all white people in 80/90's
brampton used to be all white people in 80/90's
Identity Attack0.27340925
Insult0.05203446
Profanity0.054437835
Threat0.009359611
Severe Toxicity0.007209778
Low Tox 0.22980402 Moderate Con 0.341 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
It’s pretty bad that we have more immigrants here then our true Canadians to vote for a party no one wanted the conservatives should have won
It’s pretty bad that we have more immigrants here then our true Canadians to vote for a party no one wanted the conservatives should have won
Identity Attack0.22707681
Insult0.071750276
Profanity0.017914234
Threat0.007417747
Severe Toxicity0.005493164
Low Tox 0.22980402 Moderate Con 0.319
Aug 29, 2025 Why Canadians Are Turning Against …
Well the guy on the bike was right about sub saharan africa IQ. Google it, i dare you.
Well the guy on the bike was right about sub saharan africa IQ. Google it, i dare you.
Identity Attack0.14661247
Insult0.0806213
Profanity0.07449899
Threat0.009722093
Severe Toxicity0.0066375732
Low Tox 0.22980402 Low Con 0.18 Unverified_Claim
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
Honestly when I take my little terrier puppy outside for walk and I pass by a villager African/punjab they always get extremely visibly scared and sometimes run away. He’s a small 9 lb dog who …
Honestly when I take my little terrier puppy outside for walk and I pass by a villager African/punjab they always get extremely visibly scared and sometimes run away. He’s a small 9 lb dog who is cute and happy. These villagers need to go.
Identity Attack0.2331515
Insult0.08030447
Profanity0.03189224
Threat0.018882722
Severe Toxicity0.008850098
Low Tox 0.22980402 Constructive 0.601
Jun 23, 2025 2 likes How Canada broke its immigration …
Not good imigrasi illegal
Not good imigrasi illegal
Identity Attack0.21075934
Insult0.071116626
Profanity0.024882717
Threat0.007948523
Severe Toxicity0.009498596
Low Tox 0.22980402 Moderate Con 0.323 Policy_Critique
Feb 25, 2026 Inside Canada's Indian Invasion...
Send them back! No more!!
Send them back! No more!!
Identity Attack0.04822223
Insult0.062150877
Profanity0.020851927
Threat0.06755528
Severe Toxicity0.007820129
Low Tox 0.22980402 Low Con 0.257
Jan 5, 2026 Migrants cross into Canada near …
what ruined the immigration system are the immigrants> My first job in Canada was demolishing houses for Teperman Demolition and I started two days after arrival. Today, I potentially would arrive, get high stay at …
what ruined the immigration system are the immigrants> My first job in Canada was demolishing houses for Teperman Demolition and I started two days after arrival. Today, I potentially would arrive, get high stay at home government wages to support me indefinitely. What good would I have been to Canada?
Identity Attack0.22707681
Insult0.07555214
Profanity0.012892825
Threat0.007961469
Severe Toxicity0.005455017
Low Tox 0.22980402 Constructive 0.634 Personal_Narrative
Feb 20, 2026 1 likes LILLEY UNLEASHED: The fall of …
GREAT DISCUSSIONS! CANADA IS BROKE AND BROKEN!
GREAT DISCUSSIONS! CANADA IS BROKE AND BROKEN!
Identity Attack0.10221587
Insult0.100019015
Profanity0.017299367
Threat0.009307829
Severe Toxicity0.005645752
Low Tox 0.22980402 Low Con 0.288 Policy_Critique
Feb 24, 2026 1 likes LILLEY UNLEASHED: The fall of …

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.