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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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Search comment text, filter by category or toxicity level
30,738 comments · Page 450 of 1230
Finally, some racist content . I missed it .
Finally, some racist content . I missed it .
Identity Attack0.19693321
Insult0.14874944
Profanity0.055940874
Threat0.008893564
Severe Toxicity0.010604858
Moderate 0.31686464 Moderate Con 0.356 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
This video is going down, the slop people don't want to be exposed
This video is going down, the slop people don't want to be exposed
Identity Attack0.04925346
Insult0.09563028
Profanity0.14842765
Threat0.04363242
Severe Toxicity0.015802706
Moderate 0.31686464 Low Con 0.173 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
This upsets me a great deal! My father was a vet, who served , And Trudeau says no money is avaiable, My dad he died ok, and you can give money to a refugee,and shaft …
This upsets me a great deal! My father was a vet, who served , And Trudeau says no money is avaiable, My dad he died ok, and you can give money to a refugee,and shaft my mother who is a widow. Shame on you ! Its true that the refugeess ,get a house,a car , etc, and yet low income Canadians who are on a waitlist get shafted for the low income housing.. We have homeless folks who suffer from Mental illness are seniors on the streets in Calgary alberta,and are waiting for a place to live . In regards to jobs , Canadian employers will hire the refugee over a Canadian because he or she will play the RACE CARD. . CBC wake up! This is the reality of what is happening !.. Folks next election vote TRUDEAU OUT!
Identity Attack0.19890837
Insult0.26957804
Profanity0.03189224
Threat0.014738814
Severe Toxicity0.011672974
Moderate 0.31686464 Constructive 0.739
Mar 5, 2018 6 likes How much do refugees and …
I'm pretty sure all of North America is being influenced by many countries across the oceans. The same thing is happening in the UK. People are obsessed with moving to another country to take advantage …
I'm pretty sure all of North America is being influenced by many countries across the oceans. The same thing is happening in the UK. People are obsessed with moving to another country to take advantage of their public services, lifestyles, and deductions because their own country doesn’t offer them. People prefer to leave their homes and cultures instead of making changes within their own communities. They rather take from others. It’s just sad and lazy.
Identity Attack0.07012023
Insult0.3388922
Profanity0.026590679
Threat0.0068869707
Severe Toxicity0.0045776367
Moderate 0.31686464 Constructive 0.553 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s the government and sick of them and being completely controlled by WEF. ? Enough
It’s the government and sick of them and being completely controlled by WEF. ? Enough
Identity Attack0.04435511
Insult0.29383746
Profanity0.08322773
Threat0.009023022
Severe Toxicity0.0060653687
Moderate 0.31686464 Low Con 0.156
Jun 27, 2025 2 likes How Canada broke its immigration …
Assimilate and Adapt OR GO GOME!!! I Wonder how would these Indians feel if a swarm of Pakistanis or Sri Lankans suddenly building strongholds in their nation
Assimilate and Adapt OR GO GOME!!! I Wonder how would these Indians feel if a swarm of Pakistanis or Sri Lankans suddenly building strongholds in their nation
Identity Attack0.36702603
Insult0.14150882
Profanity0.08840031
Threat0.03304107
Severe Toxicity0.02167734
Moderate 0.31686464 Low Con 0.23
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Next: Inside Australia's Indian invasion
Next: Inside Australia's Indian invasion
Identity Attack0.37432748
Insult0.083112895
Profanity0.085167445
Threat0.063352615
Severe Toxicity0.020902663
Moderate 0.31686464 Low Con 0.261 Meta_Commentary
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
How many of those illegals that came in through that app were the Haitians that were told to self deport back to Haiti and don’t forget the great state of Rochester busting up all these …
How many of those illegals that came in through that app were the Haitians that were told to self deport back to Haiti and don’t forget the great state of Rochester busting up all these illegals
Identity Attack0.36702603
Insult0.16788013
Profanity0.027410502
Threat0.026652548
Severe Toxicity0.011367798
Moderate 0.31686464 Moderate Con 0.472 Unverified_Claim
Nov 20, 2025 1 likes Thousands of refugees allowed into …
My apartment complex was taken over by Immigrants and they hated me for making bacon and eggs in the morning they conspired against me and had me evicted I lived in a car for two …
My apartment complex was taken over by Immigrants and they hated me for making bacon and eggs in the morning they conspired against me and had me evicted I lived in a car for two weeks before I found an apartment and now my rent is higher and I can barely afford it... living in canada is going to get worse for canadian and the immigrants our taking our country they only hire their own when they get in a position of power in their line of work... and the cost of living is getting higher because the landlords know to increase rent when the international students come here
Identity Attack0.34000012
Insult0.19734058
Profanity0.049678206
Threat0.011819307
Severe Toxicity0.013607788
Moderate 0.31686464 Constructive 0.636
Aug 29, 2025 Why Canadians Are Turning Against …
@TylerOliveira I love you man, but this video is a fail. Do you want to know why? ...CAUSE YOU DIDN'T BRING GLOVES FOR YOUR HANDS VS THE TEMPERATURE IN CANADA!!! Jokes aside: great video!
@TylerOliveira I love you man, but this video is a fail. Do you want to know why? ...CAUSE YOU DIDN'T BRING GLOVES FOR YOUR HANDS VS THE TEMPERATURE IN CANADA!!! Jokes aside: great video!
Identity Attack0.021987455
Insult0.16337912
Profanity0.051932767
Threat0.009903334
Severe Toxicity0.01322045
Moderate 0.31547862 Moderate Con 0.485 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
i used to live in Brampton but me and my family moved because of how dangerous the area was caused by Indians and the parks where always covered in needles or diff illegal substances and …
i used to live in Brampton but me and my family moved because of how dangerous the area was caused by Indians and the parks where always covered in needles or diff illegal substances and we where scared to drive bc of the terrible driving situation
Identity Attack0.3817989
Insult0.16751462
Profanity0.06746418
Threat0.011819307
Severe Toxicity0.013155893
Moderate 0.31547862 Constructive 0.534 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
0:24 the west isnt that much hygenic btw. europeans never had bidet or showered back in ancient times lmao...
0:24 the west isnt that much hygenic btw. europeans never had bidet or showered back in ancient times lmao...
Identity Attack0.28034934
Insult0.0838533
Profanity0.14666493
Threat0.011120236
Severe Toxicity0.01644827
Moderate 0.31547862 Low Con 0.202 Comparative_Framing
Jan 28, 2026 8 likes Inside Canada's Indian Invasion...
Lena Diab knows exactly what she's talking about, especially when she says "I prefer my tabule". And if she's not, maybe she should ask her parents why they came to Canada from Lebanon in tge …
Lena Diab knows exactly what she's talking about, especially when she says "I prefer my tabule". And if she's not, maybe she should ask her parents why they came to Canada from Lebanon in tge first place. Canadians, please, don't be so naive.
Identity Attack0.10221587
Insult0.3388922
Profanity0.022218296
Threat0.0067769317
Severe Toxicity0.004043579
Moderate 0.31547862 Constructive 0.603 Identity_Assertion
Feb 26, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
The Canadian Liberals flood our country with approximately 1/2 million people every year. This 'deportation' numbers are pitifully small.
The Canadian Liberals flood our country with approximately 1/2 million people every year. This 'deportation' numbers are pitifully small.
Identity Attack0.15303208
Insult0.28791866
Profanity0.031140719
Threat0.007586042
Severe Toxicity0.005264282
Moderate 0.31547862 Moderate Con 0.355 Policy_Critique
Dec 27, 2025 Deportations From Canada at Their …
..no immigrants involved in Lindsay incident..the new slaves are the immigrants..business greed..they tell Ford they need young folks they can oppress..greed..subjugation..government supported..
..no immigrants involved in Lindsay incident..the new slaves are the immigrants..business greed..they tell Ford they need young folks they can oppress..greed..subjugation..government supported..
Identity Attack0.28622448
Insult0.23704576
Profanity0.022218296
Threat0.011741633
Severe Toxicity0.010986328
Moderate 0.31547862 Moderate Con 0.309 Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
If you don’t like it here , please go home. India called they want u to come home
If you don’t like it here , please go home. India called they want u to come home
Identity Attack0.2795294
Insult0.11797678
Profanity0.050930742
Threat0.024580594
Severe Toxicity0.013285006
Moderate 0.31547862 Low Con 0.188 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Corrupt officials deserve to be exposed and punished.. Also the strip mall colleges for giving fake degrees.
Corrupt officials deserve to be exposed and punished.. Also the strip mall colleges for giving fake degrees.
Identity Attack0.024801146
Insult0.26957804
Profanity0.02973333
Threat0.14169718
Severe Toxicity0.008354187
Moderate 0.31547862 Low Con 0.24
Sep 29, 2025 IRCC Names India in Study …
Rebel media exposed how the indian population sets up poop tents when they go to the beach and pound Indian music on giant speakers.
Rebel media exposed how the indian population sets up poop tents when they go to the beach and pound Indian music on giant speakers.
Identity Attack0.2839175
Insult0.17734702
Profanity0.27342406
Threat0.10389658
Severe Toxicity0.022710243
Moderate 0.31547862 Low Con 0.156
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberal destroyed Canada.
Liberal destroyed Canada.
Identity Attack0.24462871
Insult0.16124763
Profanity0.02932342
Threat0.057856824
Severe Toxicity0.008430481
Moderate 0.31547862 Low Con 0.239
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Get em😂 outa here canaindia😂
Get em😂 outa here canaindia😂
Identity Attack0.28622448
Insult0.18480228
Profanity0.14313951
Threat0.03407705
Severe Toxicity0.023076924
Moderate 0.31547862 Low Con 0.255 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
They want the opportunity this country offered that WE worked for but they want ti spit in our face while they take it and block us from getting our own countries benefits and bringing there …
They want the opportunity this country offered that WE worked for but they want ti spit in our face while they take it and block us from getting our own countries benefits and bringing there own culture here to replace
Identity Attack0.2331515
Insult0.15769513
Profanity0.20592089
Threat0.025443908
Severe Toxicity0.016060932
Moderate 0.31547862 Moderate Con 0.35
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
To my non Canadian friends watching this. Send help, liberals have ruined us
To my non Canadian friends watching this. Send help, liberals have ruined us
Identity Attack0.25309357
Insult0.21135417
Profanity0.02522431
Threat0.019055385
Severe Toxicity0.0059509277
Moderate 0.31547862 Moderate Con 0.374 Identity_Assertion
Jun 16, 2025 44 likes How Canada broke its immigration …
this is so funny watching as a canadian. brampton is the ost bullied city hahaha
this is so funny watching as a canadian. brampton is the ost bullied city hahaha
Identity Attack0.27875587
Insult0.24928534
Profanity0.05168226
Threat0.009644418
Severe Toxicity0.008544922
Moderate 0.31547862 Moderate Con 0.387 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
When the Indians wanted the English speaking colonizers to leave India the English speaking colonizers murdered them en-masse. Now they live with the colonizers on their soil and the colonizers want them to leave..
When the Indians wanted the English speaking colonizers to leave India the English speaking colonizers murdered them en-masse. Now they live with the colonizers on their soil and the colonizers want them to leave..
Identity Attack0.36942887
Insult0.13064787
Profanity0.06546012
Threat0.13815513
Severe Toxicity0.01735206
Moderate 0.31547862 Moderate Con 0.388
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The problem is the don’t assimilate. They stick to their own and only speak their language! They should have all just stayed in Indian! 🤮
The problem is the don’t assimilate. They stick to their own and only speak their language! They should have all just stayed in Indian! 🤮
Identity Attack0.35299334
Insult0.1669316
Profanity0.049427703
Threat0.008323951
Severe Toxicity0.011367798
Moderate 0.31547862 Low Con 0.185 Identity_Assertion
Sep 24, 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.