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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: "I agree with the bike …" 15 comments
Bike guy is a racist pos. Fuck all of you for agreeing with his views.
Bike guy is a racist pos. Fuck all of you for agreeing with his views.
Identity Attack0.44690517
Insult0.72868866
Profanity0.85672
Threat0.13815513
Severe Toxicity0.45401973
Toxic 0.9248995 Low Con 0.195 Insult Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
The guy on the bike should run for office. I agree most black people are dumb as fuck and violent
The guy on the bike should run for office. I agree most black people are dumb as fuck and violent
Identity Attack0.821794
Insult0.78882504
Profanity0.8089582
Threat0.29834318
Severe Toxicity0.45895407
Toxic 0.91625386 Moderate Con 0.358 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
As a ‘Indian’ born in Canada I agree something needs to be done. The government is to be blamed for giving them false hope and not enforcing visa rules.. The guy on the bike however …
As a ‘Indian’ born in Canada I agree something needs to be done. The government is to be blamed for giving them false hope and not enforcing visa rules.. The guy on the bike however is insanely racist can we stop hyping up? He literally said we’re ‘lucky’ it’s Indians and not Africans or Muslims. Be so deadass what the fuck?
Identity Attack0.57957685
Insult0.62169385
Profanity0.6983885
Threat0.13815513
Severe Toxicity0.34993178
Toxic 0.743089 Constructive 0.567 Identity Attack Insult Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Everyone is glazing the bike guy even though he is openly a racist. This guy literally said "I hate all Africans. Terrible, terrible people." If you are agreeing with these statements then you should reflect …
Everyone is glazing the bike guy even though he is openly a racist. This guy literally said "I hate all Africans. Terrible, terrible people." If you are agreeing with these statements then you should reflect on yourself and your morals.
Identity Attack0.61901736
Insult0.489133
Profanity0.2188925
Threat0.02682521
Severe Toxicity0.14916596
Moderate 0.5885171 Moderate Con 0.425 Identity Attack Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I agree with the bike guy better indians then africans.
I agree with the bike guy better indians then africans.
Identity Attack0.57150364
Insult0.3126888
Profanity0.17473823
Threat0.014566151
Severe Toxicity0.02425631
Moderate 0.47119883 Moderate Con 0.412 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one …
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one cause i agree some people in India are not educated enough to not fall for the so called "healthy tips" given by some brain washers in India on the basis of religion and as people say they are always on their phones and talking loudly and other things i will just say one thing see Canada born Indian's they are same as normal Canadian kids its just that their parents migrated from India to Canada and they lived half of their life in India soo in India it is common to do things like this they just need some time to adjust and even after 10 20 years they still act like this then please just see their kids they are well behaved and know how to behave in this country and i am not talking about eating poo cause that's just straight up bs yes i agree some do eat but not on regular basis and those who eat are not even 0.1% of Indians they are just less educated people those don't believe on modern meds and just get brainwashed by so called religious guru's who says drink cow piss and eat cow dung that is just bs and non educated Indian's don't get it, that's my time you are free to argue on some points in the reply's. Thank you
Identity Attack0.43896464
Insult0.39297962
Profanity0.240511
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.758
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The dude on the bike made a sweeping claim about ALL Africans being terrible people😂😂. I am an African with a Master’s degree in Communication Studies, and I can bet you bike guy doesn't have …
The dude on the bike made a sweeping claim about ALL Africans being terrible people😂😂. I am an African with a Master’s degree in Communication Studies, and I can bet you bike guy doesn't have a high school diploma, but he wants to talk about the intelligence level of all Africans? I've written two books and contributed a chapter to a compendium on journalism in West Africa. While I agree that many of the Africans going to Canada are from war-torn countries without a good education, he speaks of Africa like it's a monolith. Realities in Ghana aren't same as in Ethiopia. South Africa isn't same as Rwanda nor is Senegal same as Madagascar so unless he is referring to individual countries with specific examples, his claims don't even make any sense. I would like to see just one contribution from fatty to scholarship😂😂. EDIT: By the way, some of Africa's brightest minds include Ngozi Okonjo, an economist and politician (Nigerian) who serves as director general of the World Trade Organization; Vera Songwe, an economist (Cameroonian) who served as head of the UN Economic Commission for Africa; Dr. Tedros Adhanom an Ethiopian doctor who currently serves as DG of the World Health Organization; Prof. Salim Abdool Karim (South African) scientist globally respected for his research on immunology; Aliko Dangote (Nigerian) and Africa's richest man and one of the top 100 richest people in the world according to Forbes. The list is too long but fatty there wouldn't know because he's as dumb as a rock and it's easy for him to spew garbage rather than read an actual book or question the stereotypes which he's fed about Africa by his chosen echo chamber.
Identity Attack0.44690517
Insult0.344702
Profanity0.09518933
Threat0.012233571
Severe Toxicity0.021031776
Moderate 0.37955463 Constructive 0.741 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm a black American and I agree with everything the bike guy said lmao
I'm a black American and I agree with everything the bike guy said lmao
Identity Attack0.28034934
Insult0.08030447
Profanity0.15724123
Threat0.01101667
Severe Toxicity0.013607788
Low Tox 0.28547668 Constructive 0.543 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
ngl i agree with bike dude, like I'm not racist but he's somewhat right, he got some good points
ngl i agree with bike dude, like I'm not racist but he's somewhat right, he got some good points
Identity Attack0.08749158
Insult0.028722567
Profanity0.079025
Threat0.009385503
Severe Toxicity0.00579834
Low Tox 0.12867521 Constructive 0.508 Identity_Assertion
Feb 18, 2026 Inside Canada's Indian Invasion...
I’m Muslim Indian African, but I agree with the bike guy
I’m Muslim Indian African, but I agree with the bike guy
Identity Attack0.11047905
Insult0.03312982
Profanity0.049427703
Threat0.010913103
Severe Toxicity0.005760193
Low Tox 0.12867521 Constructive 0.56 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I am Indian American and totally agree with bike guy. Saying truth is not rasicim. That's so sad to see
I am Indian American and totally agree with bike guy. Saying truth is not rasicim. That's so sad to see
Identity Attack0.05612817
Insult0.023093075
Profanity0.02385794
Threat0.0076637166
Severe Toxicity0.0024795532
Low Tox 0.10089093 Constructive 0.723 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The guy in the bike should get his facts straight about Africa. Certain countries, yes I agree but he clearly knows Nothing about South Africa.
The guy in the bike should get his facts straight about Africa. Certain countries, yes I agree but he clearly knows Nothing about South Africa.
Identity Attack0.029402243
Insult0.032909457
Profanity0.012995303
Threat0.006738094
Severe Toxicity0.0016117096
Low Tox 0.091913216 Moderate Con 0.346 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
I totally agree with the dude with the bike.
I totally agree with the dude with the bike.
Identity Attack0.003903274
Insult0.019161236
Profanity0.015830519
Threat0.008129764
Severe Toxicity0.001821518
Low Tox 0.040925518 Moderate Con 0.494 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We ALL agree with bike guy 🤣👌🏽
We ALL agree with bike guy 🤣👌🏽
Identity Attack0.0041067624
Insult0.012870909
Profanity0.020100424
Threat0.0074048014
Severe Toxicity0.002002716
Low Tox 0.029092113 Moderate Con 0.437 Solidarity
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
You might not agree with bike guy, but this is Canada, it's his home too. And he has the right to an opinion, and the right to express it. I appreciate his honesty.
You might not agree with bike guy, but this is Canada, it's his home too. And he has the right to an opinion, and the right to express it. I appreciate his honesty.
Identity Attack0.004439743
Insult0.007987879
Profanity0.010057608
Threat0.006220264
Severe Toxicity0.000603199
Low Tox 0.012000589 Constructive 0.77 Solidarity
Feb 25, 2026 6 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.