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 784 of 1230
Toronto born and raised, it's really bad.. like REALLY bad.. words can do it justice. I'm looking to move out of the country soon because of this. And everywhere they go the quality drops instantly. …
Toronto born and raised, it's really bad.. like REALLY bad.. words can do it justice. I'm looking to move out of the country soon because of this. And everywhere they go the quality drops instantly. Like work standards drop to zero, wages drop, standards for getting certified in any field drop, dollar value drops...
Identity Attack0.027815815
Insult0.04207976
Profanity0.015386449
Threat0.0070034824
Severe Toxicity0.002822876
Low Tox 0.11109332 Constructive 0.64 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
These people are : all talk , no action.
These people are : all talk , no action.
Identity Attack0.006696612
Insult0.061626412
Profanity0.017026093
Threat0.0064532873
Severe Toxicity0.0016784668
Low Tox 0.11109332 Low Con 0.137 Identity_Assertion
Oct 14, 2025 IRCC Names India in Study …
The guy on the bike should be in parliament xD
The guy on the bike should be in parliament xD
Identity Attack0.011543332
Insult0.032799274
Profanity0.03715288
Threat0.009540852
Severe Toxicity0.0037765503
Low Tox 0.11109332 Low Con 0.249 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I am an immigrant came to Canada in 2014. The immigration system in Canada right now is not let every body in this country, is only allowed low/non skills workers and fraud applications in. I …
I am an immigrant came to Canada in 2014. The immigration system in Canada right now is not let every body in this country, is only allowed low/non skills workers and fraud applications in. I have a friend from China who got a bachelor degree from university of Waterloo and worked at downtown Toronto as a finance person for $500k per year which is extreme high in Canada. But he could not get his permanent resident because he is not what Canada needs as the immigration system. But immigration system is giving lots of pathway on low skills workers who can bring his/her whole families inside the country. These low skills workers need to find employers to do many complicated admin works for the application. In reality, no employers are willing to do such a complicated admin works for a minimum wages worker. So these people are paying the the employers to do the admin works without a single day working. Once they get the permanent residency, they just stay in Canada without working, paying taxes or try to become a Canadian. But for these people who have a high-pay job with high degrees, Canada is kicking them out of this country.
Identity Attack0.055218685
Insult0.047349896
Profanity0.017572641
Threat0.0071847234
Severe Toxicity0.002670288
Low Tox 0.11109332 Constructive 0.71
Sep 21, 2025 32 likes Inside Canada's Indian Metropolis (Brampton)
Immigration law practice: a lucrative business! If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in …
Immigration law practice: a lucrative business! If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in migrants' mouths to facilitate their entry into Canada.
Identity Attack0.061130337
Insult0.03235855
Profanity0.013200258
Threat0.008311004
Severe Toxicity0.0024223328
Low Tox 0.11109332 Constructive 0.542 Unverified_Claim
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
it's funny that people that drive bad tells you people drive bad
it's funny that people that drive bad tells you people drive bad
Identity Attack0.007843546
Insult0.031917825
Profanity0.025907494
Threat0.007754337
Severe Toxicity0.002231598
Low Tox 0.11109332 Low Con 0.217 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
you got to explore zorro ranch next
you got to explore zorro ranch next
Identity Attack0.009693438
Insult0.029273475
Profanity0.046922635
Threat0.015256803
Severe Toxicity0.0048446655
Low Tox 0.11109332 Moderate Con 0.307 Meta_Commentary
Feb 7, 2026 Inside Canada's Indian Invasion...
19,000 deportations is a joke. It should be around 100,000.
19,000 deportations is a joke. It should be around 100,000.
Identity Attack0.033011556
Insult0.024768941
Profanity0.014293353
Threat0.009437286
Severe Toxicity0.0024223328
Low Tox 0.11098998 Low Con 0.188
Dec 23, 2025 30 likes Deportations From Canada at Their …
When I moved here 7 years ago, Canada felt like heaven. People were respectful, culture was strong, even Tims had great customer service. I was eager to adapt, made Canadian friends, worked in a church …
When I moved here 7 years ago, Canada felt like heaven. People were respectful, culture was strong, even Tims had great customer service. I was eager to adapt, made Canadian friends, worked in a church Downtown, Barrie to assimilate. Now it feels totally different, more chaotic almost third world in parts. Honestly, I don’t blame immigrants, I blame the laws. They’re too soft, and people take advantage. Refugee protection, settlement aid, multiculturalism sounds welcoming on paper, but in practice, they’re dragging the country down.
Identity Attack0.06476828
Insult0.04207976
Profanity0.019212283
Threat0.006699257
Severe Toxicity0.002937317
Low Tox 0.11098998 Constructive 0.78
Aug 25, 2025 65 likes Why Canadians Are Turning Against …
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had …
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had and now immigrants have taken that over government and people today wouldn't exist with out my grandfather . Politions dont know what war is... or how it reflects all candians still today . A lession to all politions get back to work . And have some respect . For people who got uou to where you are today . Far to much time off running with a counrty and a hammer as yhe leader makes me puke every day . Say thank you carney for life u have be ayse of my grandfather. Thanks for staying and being humble and rooted . Your not . Stop giving Canadian money away this is the out come carney and trudeau twisted brothers. made this mess .
Identity Attack0.03636306
Insult0.054962315
Profanity0.017162729
Threat0.0076766624
Severe Toxicity0.0024795532
Low Tox 0.11098998 Constructive 0.639 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
12:12 slowly slowly slowly takeover 😂
12:12 slowly slowly slowly takeover 😂
Identity Attack0.007843546
Insult0.020579277
Profanity0.042413518
Threat0.017674083
Severe Toxicity0.006713867
Low Tox 0.11098998 Low Con 0.292 Fear_Threat
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in Brampton, it's defiantly more than 50% Indian people here now
I live in Brampton, it's defiantly more than 50% Indian people here now
Identity Attack0.10221587
Insult0.023608726
Profanity0.03239325
Threat0.008272167
Severe Toxicity0.003929138
Low Tox 0.11098998 Constructive 0.501
Jan 27, 2026 Inside Canada's Indian Invasion...
My Tears for the homeless suffering Violet Indigo Blue 💙 Green Yellow Orange 🍊 Red Black White and Red Humans change with time the good can become evil ,And the evil can become good in …
My Tears for the homeless suffering Violet Indigo Blue 💙 Green Yellow Orange 🍊 Red Black White and Red Humans change with time the good can become evil ,And the evil can become good in no time.Thats Humans Nature
Identity Attack0.03249594
Insult0.023866551
Profanity0.024131214
Threat0.013113883
Severe Toxicity0.004863739
Low Tox 0.11098998 Moderate Con 0.48
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Ah yes, the Indian engineers and doctors.😊
Ah yes, the Indian engineers and doctors.😊
Identity Attack0.10221587
Insult0.026444806
Profanity0.01887069
Threat0.007754337
Severe Toxicity0.004005432
Low Tox 0.11098998 Low Con 0.264
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Move them from Canada
Move them from Canada
Identity Attack0.06158508
Insult0.025413504
Profanity0.01535229
Threat0.012647836
Severe Toxicity0.003604889
Low Tox 0.11098998 Low Con 0.234 Call_To_Action
Feb 23, 2026 2 likes Inside Canada's Indian Invasion...
I want to see these deportations being enforced before I believe this report
I want to see these deportations being enforced before I believe this report
Identity Attack0.042550452
Insult0.019032324
Profanity0.020646973
Threat0.020264024
Severe Toxicity0.0031852722
Low Tox 0.11098998 Low Con 0.294
Dec 31, 2025 Deportations From Canada at Their …
If you don’t let them into the country with loopholes the tax payer will not be paying the 78M to deport these people.
If you don’t let them into the country with loopholes the tax payer will not be paying the 78M to deport these people.
Identity Attack0.042292643
Insult0.031256735
Profanity0.013131939
Threat0.010058682
Severe Toxicity0.0024604797
Low Tox 0.11098998 Low Con 0.24
Dec 24, 2025 Deportations From Canada at Their …
The government is at fault with no plan to fix things in sight
The government is at fault with no plan to fix things in sight
Identity Attack0.015757138
Insult0.037980765
Profanity0.02392626
Threat0.007586042
Severe Toxicity0.0018310547
Low Tox 0.11098998 Low Con 0.125 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Middle class 56k? Tell me your gaslighting the public they’re not poor to avoid a total government collapse without telling me
Middle class 56k? Tell me your gaslighting the public they’re not poor to avoid a total government collapse without telling me
Identity Attack0.00932346
Insult0.033239998
Profanity0.015386449
Threat0.014566151
Severe Toxicity0.0028038025
Low Tox 0.11098998 Low Con 0.21
Jan 3, 2026 128 likes New rules, regulations take effect …
I've lived in Brampton all my life. I've seen it transform from a quiet, suburban farm town into "Little India" Legit, this was hard to watch...
I've lived in Brampton all my life. I've seen it transform from a quiet, suburban farm town into "Little India" Legit, this was hard to watch...
Identity Attack0.06522302
Insult0.03489272
Profanity0.017982552
Threat0.007521313
Severe Toxicity0.0028038025
Low Tox 0.11098998 Constructive 0.62 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
We lost our civilization.
We lost our civilization.
Identity Attack0.019575719
Insult0.022706337
Profanity0.02249157
Threat0.011146127
Severe Toxicity0.0030708313
Low Tox 0.11098998 Moderate Con 0.348
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Good lord 😂😭 bike bro has no chill
Good lord 😂😭 bike bro has no chill
Identity Attack0.008213525
Insult0.028281843
Profanity0.057944927
Threat0.009592636
Severe Toxicity0.0047683716
Low Tox 0.11098998 Moderate Con 0.308 Meta_Commentary
Mar 2, 2026 Inside Canada's Indian Invasion...
Ground Zero Nuclear Fallout
Ground Zero Nuclear Fallout
Identity Attack0.011617327
Insult0.015872927
Profanity0.030389199
Threat0.063675895
Severe Toxicity0.007820129
Low Tox 0.11098998 Low Con 0.299 Fear_Threat
Dec 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
A lot of these people that cant be found, quit giving out money, they will come crawling out of the woodwork pretty fast
A lot of these people that cant be found, quit giving out money, they will come crawling out of the woodwork pretty fast
Identity Attack0.008324518
Insult0.034451995
Profanity0.02167175
Threat0.015256803
Severe Toxicity0.002708435
Low Tox 0.11098998 Low Con 0.236 Policy_Critique
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
WE NEED THEM GONE
WE NEED THEM GONE
Identity Attack0.012641981
Insult0.022384055
Profanity0.030639706
Threat0.049128212
Severe Toxicity0.0062942505
Low Tox 0.11098998 Low Con 0.222 Fear_Threat
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.