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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

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30,738 comments · Page 624 of 1230
Brampton - means the heartbeat of smells in the GTA
Brampton - means the heartbeat of smells in the GTA
Identity Attack0.01565665
Insult0.13969865
Profanity0.027683776
Threat0.0068028234
Severe Toxicity0.0031089783
Low Tox 0.20102765 Moderate Con 0.348
Oct 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
all this ”greatest country on earth” bs😂
all this ”greatest country on earth” bs😂
Identity Attack0.036878675
Insult0.06494803
Profanity0.1612468
Threat0.0077672824
Severe Toxicity0.0075912476
Low Tox 0.200795 Low Con 0.193 Humor_Satire
Feb 11, 2026 Inside Canada's Indian Invasion...
Canada had a chance to become our 51st state, but chose to stay under British rule and now look what a mess you have. 😢
Canada had a chance to become our 51st state, but chose to stay under British rule and now look what a mess you have. 😢
Identity Attack0.06294931
Insult0.11797678
Profanity0.020168742
Threat0.0077802283
Severe Toxicity0.0035858154
Low Tox 0.200795 Moderate Con 0.369 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
About time he did this. Indian immigration is about 150k here and those are the documented ones real numbers higher. Same as US! With 10 times less people and cities. My hometown Surrey is full …
About time he did this. Indian immigration is about 150k here and those are the documented ones real numbers higher. Same as US! With 10 times less people and cities. My hometown Surrey is full of gangs. They control many industries here and community things like soccer clubs
Identity Attack0.20680901
Insult0.06652143
Profanity0.04141149
Threat0.010162249
Severe Toxicity0.005722046
Low Tox 0.200795 Constructive 0.753
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
My mom passed away in 2001 and my dad passed away in 2017, I envy them not having to deal with this BS.
My mom passed away in 2001 and my dad passed away in 2017, I envy them not having to deal with this BS.
Identity Attack0.0065486208
Insult0.07428485
Profanity0.20916378
Threat0.008556974
Severe Toxicity0.005760193
Low Tox 0.200795 Constructive 0.574 Fear_Threat
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Your so right if you don’t want to assimilate in Canadian society . Then stay in your country as no one invite you. You are here asking Canada to give you opportunity. Now you want …
Your so right if you don’t want to assimilate in Canadian society . Then stay in your country as no one invite you. You are here asking Canada to give you opportunity. Now you want to bring your culture no you should he respectful for this country. So sad leave what ever you have in your country
Identity Attack0.17303948
Insult0.062150877
Profanity0.012346277
Threat0.0074436385
Severe Toxicity0.0047683716
Low Tox 0.200795 Moderate Con 0.41
Aug 26, 2025 Why Canadians Are Turning Against …
Try here in times road..north york... lots of aliens..and in mississauga
Try here in times road..north york... lots of aliens..and in mississauga
Identity Attack0.11163961
Insult0.075868964
Profanity0.021056883
Threat0.008582866
Severe Toxicity0.004043579
Low Tox 0.200795 Moderate Con 0.394
Dec 24, 2025 Deportations From Canada at Their …
Capitalism is destroying Canada and the United States. It's not immigrants.
Capitalism is destroying Canada and the United States. It's not immigrants.
Identity Attack0.14233272
Insult0.054376744
Profanity0.019075647
Threat0.012440704
Severe Toxicity0.004043579
Low Tox 0.200795 Low Con 0.197
Dec 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Actual Canadian born citizens get 1 ply toilet paper for our tears.
Actual Canadian born citizens get 1 ply toilet paper for our tears.
Identity Attack0.10221587
Insult0.083359696
Profanity0.01764096
Threat0.0071070488
Severe Toxicity0.0049209595
Low Tox 0.200795 Low Con 0.283 Humor_Satire
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
The problem is, Canadian govt called too many..and that's all for money. Coming as a student needs lifetime savings. For anyone who doesn't know, it take upwards of $50k dollar to come to Canada as …
The problem is, Canadian govt called too many..and that's all for money. Coming as a student needs lifetime savings. For anyone who doesn't know, it take upwards of $50k dollar to come to Canada as a student And that's for those diploma mill colleges. And students need an Extra 20k , often more to pay the remaining fee for next year, which means they have to work no matter what. This is why you see Indians working everywhere. Anyone saying there are too many Indians, well its because you are too greedy for that money
Identity Attack0.18235919
Insult0.081261896
Profanity0.025770858
Threat0.007586042
Severe Toxicity0.005455017
Low Tox 0.200795 Constructive 0.514 Policy_Critique
Feb 16, 2026 Inside Canada's Indian Invasion...
Permanent residentency shouldn't be an option for anyone. It's like that in many other countries. If an immigrant gets involved in serious crime or t*rrirism they should be immediately deported without appeal.
Permanent residentency shouldn't be an option for anyone. It's like that in many other countries. If an immigrant gets involved in serious crime or t*rrirism they should be immediately deported without appeal.
Identity Attack0.1808059
Insult0.0573046
Profanity0.029596692
Threat0.03787563
Severe Toxicity0.006904602
Low Tox 0.200795 Moderate Con 0.421
Nov 21, 2025 26 likes Quebec Ends Economic Immigration Program …
Crazy to see tyler close to home but its a serious issue we have in Ontario we have to acknowledge this and shove it in the liberal governments face or nothing will change
Crazy to see tyler close to home but its a serious issue we have in Ontario we have to acknowledge this and shove it in the liberal governments face or nothing will change
Identity Attack0.009471451
Insult0.14512913
Profanity0.03489832
Threat0.03304107
Severe Toxicity0.0042915344
Low Tox 0.200795 Moderate Con 0.458 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
" DELETE CHAT.DON'T TELL THIS TO ANYONE". "OK".
" DELETE CHAT.DON'T TELL THIS TO ANYONE". "OK".
Identity Attack0.013043936
Insult0.031697463
Profanity0.05393682
Threat0.04363242
Severe Toxicity0.009765625
Low Tox 0.200795 Moderate Con 0.303 Humor_Satire
Jan 27, 2026 256 likes Inside Canada's Indian Invasion...
I work for an Indians and he said he won't hire another Indian so that says a lot.
I work for an Indians and he said he won't hire another Indian so that says a lot.
Identity Attack0.2700233
Insult0.046764325
Profanity0.03765389
Threat0.009696201
Severe Toxicity0.0060272217
Low Tox 0.200795 Constructive 0.543 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
At 9:16, I just had to roll my eyes when the Indian guy said he sees no discrimination there in Brampton. Discrimination usually occurs when a person from one ethnic groups treats somebody from another …
At 9:16, I just had to roll my eyes when the Indian guy said he sees no discrimination there in Brampton. Discrimination usually occurs when a person from one ethnic groups treats somebody from another ethnic group differently, not sure if he knows that!
Identity Attack0.20483385
Insult0.04090862
Profanity0.041661996
Threat0.009799767
Severe Toxicity0.0059890747
Low Tox 0.200795 Constructive 0.596
Sep 24, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Not being able to get into Canada because of a DUI is funny now seeing how bad their drivers are lol
Not being able to get into Canada because of a DUI is funny now seeing how bad their drivers are lol
Identity Attack0.05612817
Insult0.110259406
Profanity0.02303812
Threat0.007586042
Severe Toxicity0.0035858154
Low Tox 0.200795 Low Con 0.195 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Because of all the immigration young Canadians cant afford homes, rent or grocery’s. Supply has diminished and the demand has gone way up! Its insane! Colleges were taking foreign students over Canadians. Bussiness will only …
Because of all the immigration young Canadians cant afford homes, rent or grocery’s. Supply has diminished and the demand has gone way up! Its insane! Colleges were taking foreign students over Canadians. Bussiness will only hire immigrants because the government subsidizes their wages. This has caused wages to stagnate. Our “Amazing free healthcare system” is way overburdened and Canadians are dying because of it. Canada is not what it used to be..
Identity Attack0.10221587
Insult0.08558089
Profanity0.018529098
Threat0.007974415
Severe Toxicity0.0049209595
Low Tox 0.200795 Constructive 0.522
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Over 4 million immigrants this year come on deport deport
Over 4 million immigrants this year come on deport deport
Identity Attack0.18235919
Insult0.03522326
Profanity0.025497584
Threat0.011223801
Severe Toxicity0.0050354004
Low Tox 0.200795 Low Con 0.224 Call_To_Action
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Canada get ready there is swamp of them coming from USA, we stoped H1B , F1 visa fraud, Canada is first choice.
Canada get ready there is swamp of them coming from USA, we stoped H1B , F1 visa fraud, Canada is first choice.
Identity Attack0.10221587
Insult0.100019015
Profanity0.016035475
Threat0.009851551
Severe Toxicity0.004863739
Low Tox 0.200795 Low Con 0.298 Fear_Threat
Oct 1, 2025 1 likes IRCC Names India in Study …
The Sikh in the temple says we shouldn't worry about more Indians coming in, but tell that to his buddy's back home who are actively trying to create a Punjabi state with Sikh control. Every …
The Sikh in the temple says we shouldn't worry about more Indians coming in, but tell that to his buddy's back home who are actively trying to create a Punjabi state with Sikh control. Every one is for multiculturalism unit it happens to there home land.
Identity Attack0.25986546
Insult0.056133457
Profanity0.02030538
Threat0.009385503
Severe Toxicity0.0062561035
Low Tox 0.200795 Constructive 0.559
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Any GovernMental Welfare pension or warfare program is one of the same! take your pick, both are destructive and none productive!
Any GovernMental Welfare pension or warfare program is one of the same! take your pick, both are destructive and none productive!
Identity Attack0.00725158
Insult0.11616662
Profanity0.015864678
Threat0.008582866
Severe Toxicity0.0028800964
Low Tox 0.200795 Low Con 0.205
Apr 13, 2019 1 likes How much do refugees and …
They ruined Canada Because of them real citizens are leaving
They ruined Canada Because of them real citizens are leaving
Identity Attack0.068465814
Insult0.0777699
Profanity0.018187506
Threat0.013113883
Severe Toxicity0.0048446655
Low Tox 0.200795 Low Con 0.22 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
African are what???
African are what???
Identity Attack0.2308735
Insult0.04910661
Profanity0.04642162
Threat0.0074824756
Severe Toxicity0.007247925
Low Tox 0.200795 Moderate Con 0.302 Question
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
Brpoo .that indian chik is. As cuteeeee. As cn b. Wowowo
Brpoo .that indian chik is. As cuteeeee. As cn b. Wowowo
Identity Attack0.10221587
Insult0.0820023
Profanity0.1854088
Threat0.010913103
Severe Toxicity0.017158391
Low Tox 0.200795 Moderate Con 0.372 Meta_Commentary
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Immigration Canada let in over 17,000 convicted criminals
Immigration Canada let in over 17,000 convicted criminals
Identity Attack0.120924085
Insult0.076819435
Profanity0.016752819
Threat0.0089712385
Severe Toxicity0.0038528442
Low Tox 0.200795 Low Con 0.203
Dec 26, 2025 Deportations From Canada at Their …

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.