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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

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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: "From Canada. This is the …" 6,088 comments · Page 62 of 244
I love it 😍😍😍😍🎉long live indians 😌 amazing just the way bloody europeans living in Canada 😊 lovely
I love it 😍😍😍😍🎉long live indians 😌 amazing just the way bloody europeans living in Canada 😊 lovely
Identity Attack0.46028158
Insult0.34237885
Profanity0.22429734
Threat0.032695748
Severe Toxicity0.024631912
Moderate 0.4014846 Moderate Con 0.43 Solidarity
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
😂😂😂😂😂 what is the problem? 90% of Canada 🇨🇦 is white communities
😂😂😂😂😂 what is the problem? 90% of Canada 🇨🇦 is white communities
Identity Attack0.48915586
Insult0.16195811
Profanity0.094542764
Threat0.008285114
Severe Toxicity0.020515325
Moderate 0.4014846 Low Con 0.24 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in Burnaby BC and Vancouver bc when the chinese/japanese and just asia in general started immigrating to canada. The racists back then whined and cried about a ton of asian shops opening and bad drivers etc. Hell they didn't even like asian only churches they would cry "why do they need their own churches?" while saying their cooking stinks, their shops stink to their face and bitching about just about anything. Now its happening again in Toronto and the racists have moved on from asians and now focus their hate towards the indian community. as a native American all i can say is if you're actively going to bitch about immigrants. Maybe everyone that isn't native american or culture didnt originate from the north Americas should head back home? otherwise quit bitching and learn to love one another. At the end of the day Canadians and Americans are imigrants from Europe.
Identity Attack0.40713623
Insult0.36798462
Profanity0.2813443
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.628 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
We're a third world welfare destination country.... Canada is a failed nation
We're a third world welfare destination country.... Canada is a failed nation
Identity Attack0.38208112
Insult0.40243408
Profanity0.038655918
Threat0.0072882893
Severe Toxicity0.014317908
Moderate 0.4013387 Low Con 0.251
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is turning into New INDIA. Import the worst and Become the worst.
Canada is turning into New INDIA. Import the worst and Become the worst.
Identity Attack0.40351558
Insult0.35677677
Profanity0.030639706
Threat0.012026439
Severe Toxicity0.018707745
Moderate 0.4013387 Low Con 0.158 Fear_Threat
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
Wake up even new immigrants are pissed at what Carnage-has done to Canada!
Wake up even new immigrants are pissed at what Carnage-has done to Canada!
Identity Attack0.36702603
Insult0.36798462
Profanity0.2600683
Threat0.01086132
Severe Toxicity0.019095084
Moderate 0.4013387 Moderate Con 0.302
Aug 27, 2025 Why Canadians Are Turning Against …
Come on Ford get rid of them all fake people that say they want to be here but are enemies of canada
Come on Ford get rid of them all fake people that say they want to be here but are enemies of canada
Identity Attack0.24462871
Insult0.38406035
Profanity0.043415543
Threat0.30463433
Severe Toxicity0.022064678
Moderate 0.4013387 Low Con 0.245 Identity_Assertion
Sep 4, 2025 1 likes Why Canadians Are Turning Against …
UK, Canada, Australia, New Zealand and Sweden. Has been sold out by it's woke women and softy men. Remember it only took 100 years of women to vote for the greatest civilizations to collapse. Remember …
UK, Canada, Australia, New Zealand and Sweden. Has been sold out by it's woke women and softy men. Remember it only took 100 years of women to vote for the greatest civilizations to collapse. Remember this white people this coming from a brown dude.
Identity Attack0.48915586
Insult0.26957804
Profanity0.077731855
Threat0.012647836
Severe Toxicity0.019611536
Moderate 0.4013387 Moderate Con 0.34
Jan 27, 2026 Inside Canada's Indian Invasion...
why is there a statue of their god here in canada? SO EMBARASSING
why is there a statue of their god here in canada? SO EMBARASSING
Identity Attack0.35624164
Insult0.37960073
Profanity0.06946823
Threat0.008155655
Severe Toxicity0.015867263
Moderate 0.4013387 Low Con 0.2 Identity_Assertion
Feb 26, 2026 3 likes Inside Canada's Indian Invasion...
So Canada smells I hear
So Canada smells I hear
Identity Attack0.3895355
Insult0.35505778
Profanity0.07967158
Threat0.006874025
Severe Toxicity0.016771052
Moderate 0.40060925 Moderate Con 0.336
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’m embarrassed of Canada ! Holy smokes !!
I’m embarrassed of Canada ! Holy smokes !!
Identity Attack0.38246045
Insult0.3388922
Profanity0.080318145
Threat0.012906751
Severe Toxicity0.020902663
Moderate 0.40060925 Moderate Con 0.368 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I have very deep roots here, I’m so sad our country is being ruined no matter what we do! They kill our people, they steal, they dedicate in our parks, lakes, rivers and oceans! They …
I have very deep roots here, I’m so sad our country is being ruined no matter what we do! They kill our people, they steal, they dedicate in our parks, lakes, rivers and oceans! They are killing everything! This goes on and our drinking water, animals will die! They came here because their country is no good. Now they want to do the same thing here!!! The gov’t uses our tax dollars to facilitate this, anyone that voted for this voted to kill Canada! They were netting Salmon during spawning season, very illegal and will quickly kill off the Salmon. Think about it!
Identity Attack0.36702603
Insult0.34392178
Profanity0.087430455
Threat0.20938614
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.561
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
The fact the Tyler saying that he would go buy a knife for self defense is literally a crime here in Canada is crazy.
The fact the Tyler saying that he would go buy a knife for self defense is literally a crime here in Canada is crazy.
Identity Attack0.13377325
Insult0.43450394
Profanity0.057443913
Threat0.03235042
Severe Toxicity0.011291504
Moderate 0.40060925 Low Con 0.284 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Don't let them come to kitchener. Most racist city in canada
Don't let them come to kitchener. Most racist city in canada
Identity Attack0.39966375
Insult0.33896056
Profanity0.050930742
Threat0.009411395
Severe Toxicity0.015996376
Moderate 0.40060925 Moderate Con 0.303 Identity_Assertion
Feb 22, 2026 Inside Canada's Indian Invasion...
Canada is a dangerous country now for money laundering and terrorist activity.
Canada is a dangerous country now for money laundering and terrorist activity.
Identity Attack0.40883094
Insult0.344702
Profanity0.025360947
Threat0.024580594
Severe Toxicity0.018191293
Moderate 0.40060925 Low Con 0.199
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even worse. Almost never seeing any other race but Indian lol. It all has to do with Trudeau's dad designating that city as a go-to place for Indian migrants. The Trudeau's are part of the whole Satanic New World Order, and part of that order is using mass immigration as a weapon to destroy 1st world countries. His father started it back in the 70s. And yeah the driving is absolutely horrible. The car insurance skyrocketed. They destroyed the city I grew up in. It's a shit hole now. Many of them will tell you that India itself is a shit hole, but the more of them that come to Brampton, or wherever, they turn it into India. I don't consider it racism. It's their people but it's not like it's all of them, but it is a lot. From personal observance, they're the most unhygienic people I've ever met, and they love easy jobs the involve scamming others out of money. All of those scam callers are Indian. Nothing else. They have no dignity. No self respect. They just want money and don't care how to get it. I generally don't like them, but it's because of their negative behaviors. There are plenty of other races that come to Canada that people love. Have you ever heard of anyone complain about Filipinos? No. They're loved. They come here and know how to assimilate while keeping their own heritage intact in respect to our own. They're friendly, respectful, hygienic. Indian people just want to come here and make this place Indian and they have tons of kids, so that's exactly what's happening. Brampton was cooked years ago. It's just going to devour itself and fully become an extension of India, and it already has been spreading out from Brampton to the surrounding cities.
Identity Attack0.40158966
Insult0.37392882
Profanity0.2801717
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.689 Personal_Narrative
Feb 15, 2026 Inside Canada's Indian Invasion...
Canada is a failed state. Come look at the corruption 😂❤
Canada is a failed state. Come look at the corruption 😂❤
Identity Attack0.37655997
Insult0.40243408
Profanity0.052183274
Threat0.00814271
Severe Toxicity0.01483436
Moderate 0.40060925 Low Con 0.15 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
grew up in Brampton I was at one time considered one the best and safest places to live in Canada, now it's becoming filthy and has a higher crime rate then a lot of American …
grew up in Brampton I was at one time considered one the best and safest places to live in Canada, now it's becoming filthy and has a higher crime rate then a lot of American ghettos
Identity Attack0.381025
Insult0.41767508
Profanity0.15635987
Threat0.008466354
Severe Toxicity0.017803956
Moderate 0.40060925 Constructive 0.605 Personal_Narrative
Jan 3, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
I heard canada is the worst place one can emigrate to
I heard canada is the worst place one can emigrate to
Identity Attack0.44690517
Insult0.25602314
Profanity0.11168506
Threat0.0091524795
Severe Toxicity0.019224197
Moderate 0.40060925 Moderate Con 0.359 Unverified_Claim
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
send them all back...Canada is already a ruined country...thank you liberals
send them all back...Canada is already a ruined country...thank you liberals
Identity Attack0.3758158
Insult0.36798462
Profanity0.031641733
Threat0.03856628
Severe Toxicity0.015092585
Moderate 0.40060925 Low Con 0.238 Call_To_Action
Jan 15, 2026 2.9 million Canadian temporary visas …
The Liberals & the NDP DESTROYED Canada in 10 Years.... !!! How can Canadians become REFUGEES so that WE as CANADIANS get Actual HELP... !!! ALL of this is PLANNED by the Liberals & WEF …
The Liberals & the NDP DESTROYED Canada in 10 Years.... !!! How can Canadians become REFUGEES so that WE as CANADIANS get Actual HELP... !!! ALL of this is PLANNED by the Liberals & WEF & the British CROWN .... !!! WAKE TF Up Canada... !!!
Identity Attack0.35299334
Insult0.35016364
Profanity0.2188925
Threat0.03165977
Severe Toxicity0.023076924
Moderate 0.40060925 Low Con 0.253 Unverified_Claim
Nov 21, 2025 17 likes Thousands of refugees allowed into …
A lot of colleges in Canada is fakes and these Indians some don't go to school is work
A lot of colleges in Canada is fakes and these Indians some don't go to school is work
Identity Attack0.46028158
Insult0.3388922
Profanity0.098067984
Threat0.007534259
Severe Toxicity0.01754573
Moderate 0.39987978 Low Con 0.275 Unverified_Claim
Feb 7, 2026 Inside Canada's Indian Invasion...
Canada is a joke
Canada is a joke
Identity Attack0.39461556
Insult0.37052566
Profanity0.11354194
Threat0.008738215
Severe Toxicity0.018320406
Moderate 0.39987978 Low Con 0.276 Identity_Assertion
Jan 12, 2026 2 likes Canada’s new rules in 2026
Love the BGM. Appropriate for the clown circus going on in Canada. Oh, and, yep, housing. :/
Love the BGM. Appropriate for the clown circus going on in Canada. Oh, and, yep, housing. :/
Identity Attack0.10409598
Insult0.46476576
Profanity0.044167064
Threat0.0074048014
Severe Toxicity0.0076293945
Moderate 0.39987978 Moderate Con 0.403 Meta_Commentary
Jun 20, 2025 How Canada broke its immigration …
Kick 5 million of them out of Canada, then canada will have fresh air
Kick 5 million of them out of Canada, then canada will have fresh air
Identity Attack0.31015682
Insult0.123407245
Profanity0.07191269
Threat0.5195707
Severe Toxicity0.024631912
Moderate 0.39987978 Low Con 0.154 Threat
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)

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.