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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: "To Canada, I am an …" 6,088 comments · Page 62 of 244
Canada has its Biden . Lets Everyone into the country . Its not about if they are nice or not ... They need DEPORTATIONS, we donot care if even if they speak english , get …
Canada has its Biden . Lets Everyone into the country . Its not about if they are nice or not ... They need DEPORTATIONS, we donot care if even if they speak english , get out of canada , with corrupt Canadian government .This video is made by an imigrant he needs to go also . TRUMP DOES NOT CARE IF MIGRANTS TAKE JOBS , START A BUSINESS, OR SELL DRUGS , HE IS DEPORTING ALL OF THEM . Healing his land ,and canada , while the corrupt Canadian government pays companies to hire migrants over citizens.... IT IS EVIL TO FLOOD CANADA WITH MIGRANTS . IN 2026 the end of it , migrants will out number citizens Stats canada says themselves .
Identity Attack0.36702603
Insult0.41530323
Profanity0.055940874
Threat0.012699619
Severe Toxicity0.020902663
Moderate 0.4014846 Moderate Con 0.319 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
She is the most embarrassing minister Canada ever had. She is going to bring few millions criminals more to Canada this year. That’s why Canada is a crime Capital of the world. I heard, they …
She is the most embarrassing minister Canada ever had. She is going to bring few millions criminals more to Canada this year. That’s why Canada is a crime Capital of the world. I heard, they are going to change the name for Brampton. Its going to be called either Brown town or Khalistan.
Identity Attack0.20088354
Insult0.4555076
Profanity0.041912504
Threat0.012699619
Severe Toxicity0.014511578
Moderate 0.4014846 Low Con 0.282 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
WTF?! This needs to go Viral in Canada! Please share this with every News Outlet in Canada, Main stream media and independents. Starting with Rebel News, and all others. Please!
WTF?! This needs to go Viral in Canada! Please share this with every News Outlet in Canada, Main stream media and independents. Starting with Rebel News, and all others. Please!
Identity Attack0.019374741
Insult0.22770336
Profanity0.41503602
Threat0.012699619
Severe Toxicity0.02296847
Moderate 0.4014846 Moderate Con 0.467 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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...
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 …
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...
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...
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...
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...
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 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 …
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...
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 …
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...
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)
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...
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 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...
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 …
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 …
Europe people come to canada they say its theirs , when indians come here its bad.
Europe people come to canada they say its theirs , when indians come here its bad.
Identity Attack0.49584505
Insult0.26395
Profanity0.07999486
Threat0.008893564
Severe Toxicity0.01896597
Moderate 0.39987978 Low Con 0.214 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
From top to bottom, everyone is so corrupted. If you are so tough, go to Brampton, even Kitchener, ON to find out how many of these illegal international students are here in Canada. I see …
From top to bottom, everyone is so corrupted. If you are so tough, go to Brampton, even Kitchener, ON to find out how many of these illegal international students are here in Canada. I see them everywhere these days, working illegally on cash. It is NOT fair to those international legal students who work so hard and try to make the living. Canadian government is such a joke man.
Identity Attack0.22859548
Insult0.44126466
Profanity0.04141149
Threat0.0074306927
Severe Toxicity0.008773804
Moderate 0.39987978 Constructive 0.557
Sep 29, 2025 1 likes IRCC Names India in Study …
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 …
there are about 2 million indians in canada now which is about 5% of canadas population, probably more since there are ton illegals who get not accounted for crazy how canada turns into india
there are about 2 million indians in canada now which is about 5% of canadas population, probably more since there are ton illegals who get not accounted for crazy how canada turns into india
Identity Attack0.44690517
Insult0.38406035
Profanity0.10240069
Threat0.008272167
Severe Toxicity0.015479924
Moderate 0.39987978 Low Con 0.245 Fear_Threat
Jan 27, 2026 1 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.