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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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Active: "Is this what it’s like …" 2,805 comments · Page 99 of 113
“When you’re accustomed to privilege, equality feels like oppression.”
“When you’re accustomed to privilege, equality feels like oppression.”
Identity Attack0.01191331
Insult0.020450363
Profanity0.011714331
Threat0.0068999166
Severe Toxicity0.0010633469
Low Tox 0.05354243 Moderate Con 0.314 Moral_Argument
Feb 5, 2026 4 likes Inside Canada's Indian Invasion...
No way you came to Canada I live like 30 min from Brampton 😭😭
No way you came to Canada I live like 30 min from Brampton 😭😭
Identity Attack0.019475231
Insult0.019354604
Profanity0.013576009
Threat0.00636914
Severe Toxicity0.0019073486
Low Tox 0.05255287 Moderate Con 0.402 Personal_Narrative
Feb 4, 2026 Inside Canada's Indian Invasion...
The guy on the bike is my hero. Like looking in a mirror
The guy on the bike is my hero. Like looking in a mirror
Identity Attack0.0052166977
Insult0.017614283
Profanity0.019143965
Threat0.012026439
Severe Toxicity0.002632141
Low Tox 0.05230548 Moderate Con 0.426 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
I like what the immigrant said at 12:45. In previous years, there were Government agencies in place to help immigrants settle, but what I see this time around, I doubt that happened.
I like what the immigrant said at 12:45. In previous years, there were Government agencies in place to help immigrants settle, but what I see this time around, I doubt that happened.
Identity Attack0.03636306
Insult0.015948927
Profanity0.011458136
Threat0.006815769
Severe Toxicity0.0013923645
Low Tox 0.051810697 Constructive 0.705 Policy_Critique
Aug 24, 2025 12 likes Why Canadians Are Turning Against …
I've read India has the biggest number of unemployed men under 50ty. No wonder why they're moving to different countries despite the fact the life is easier in India, like he said.
I've read India has the biggest number of unemployed men under 50ty. No wonder why they're moving to different countries despite the fact the life is easier in India, like he said.
Identity Attack0.04667538
Insult0.016556932
Profanity0.011936366
Threat0.006763986
Severe Toxicity0.0015830994
Low Tox 0.051563308 Constructive 0.636 Comparative_Framing
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm saying this as a Canadian in Alberta, I honestly have no idea what anyone is talking about, I see way more Chinese and Japanese people than anything else, but they've been here longer than …
I'm saying this as a Canadian in Alberta, I honestly have no idea what anyone is talking about, I see way more Chinese and Japanese people than anything else, but they've been here longer than my family by like 50 years 😂
Identity Attack0.041261412
Insult0.01625293
Profanity0.018255826
Threat0.006382086
Severe Toxicity0.0016975403
Low Tox 0.05131592 Constructive 0.592 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is slow but finally on the right track...... Immigration have to be regulated/controlled to reap its benefits and keep the risk manageable.......... It should not behave like a "flood gate"
Canada is slow but finally on the right track...... Immigration have to be regulated/controlled to reap its benefits and keep the risk manageable.......... It should not behave like a "flood gate"
Identity Attack0.019977676
Insult0.021417208
Profanity0.010569996
Threat0.006757513
Severe Toxicity0.0012588501
Low Tox 0.05131592 Constructive 0.559 Policy_Critique
Feb 11, 2026 17 likes Canada's tighter immigration policy divides …
I've seen many videos like this on Youtube . After Indian Canadian , The most common ethnic groups I saw in Canada were Arabs and Africans . There are especially many Arabs in the French-speaking …
I've seen many videos like this on Youtube . After Indian Canadian , The most common ethnic groups I saw in Canada were Arabs and Africans . There are especially many Arabs in the French-speaking provinces of Canada , such as Montreal , Quebec , Ontario and New Brunswick. And some of the Arabs there even speak Amazigh , a North African language , among themselves.
Identity Attack0.060220852
Insult0.014162917
Profanity0.016752819
Threat0.0073918556
Severe Toxicity0.0020503998
Low Tox 0.050821137 Constructive 0.609 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
It's not a tragedy. Stop playing this like we are responsible for the well-being of the third world. If they have no path to permanent residency then they go home. This may be a radical …
It's not a tragedy. Stop playing this like we are responsible for the well-being of the third world. If they have no path to permanent residency then they go home. This may be a radical notion in the present political climate, but just because you want to come to Canada doesn't mean you can. Actual native born Canadian citizens have a say in this and we say No !
Identity Attack0.02238941
Insult0.018710041
Profanity0.0108774295
Threat0.006653947
Severe Toxicity0.0014400482
Low Tox 0.050573748 Constructive 0.542 Identity_Assertion
Nov 22, 2025 97 likes Quebec Ends Economic Immigration Program …
One would have to wonder if the deities would by necessity change to local creatures. Could Ganesh or Airavata become like a bear or a moose? Would these deities be immutable?
One would have to wonder if the deities would by necessity change to local creatures. Could Ganesh or Airavata become like a bear or a moose? Would these deities be immutable?
Identity Attack0.011173353
Insult0.021610579
Profanity0.018119188
Threat0.008311004
Severe Toxicity0.0021266937
Low Tox 0.050573748 Low Con 0.271 Meta_Commentary
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Dear Canadians, I know this is no consolation, but you are not alone in facing this problem. Here in Western Europe, in countries like the UK, Belgium, Germany, Sweden, and France, something similar is happening. …
Dear Canadians, I know this is no consolation, but you are not alone in facing this problem. Here in Western Europe, in countries like the UK, Belgium, Germany, Sweden, and France, something similar is happening. Here, it's different groups causing trouble and slowly but surely gaining majorities in cities. The EU is also now starting to make agreements with India, which will most likely lead to further migration to Europe. For me, Canada will always be the proud country I was fortunate enough to visit 20 years ago.
Identity Attack0.02821777
Insult0.020966014
Profanity0.013473531
Threat0.007327127
Severe Toxicity0.00166893
Low Tox 0.050573748 Constructive 0.795 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why move to another country and then make it just like the country you left??
Why move to another country and then make it just like the country you left??
Identity Attack0.01274247
Insult0.016784932
Profanity0.012346277
Threat0.0065697995
Severe Toxicity0.0014400482
Low Tox 0.050326355 Moderate Con 0.301
Jan 27, 2026 Inside Canada's Indian Invasion...
I like the guy on the bike
I like the guy on the bike
Identity Attack0.007806548
Insult0.017227544
Profanity0.02433617
Threat0.011974656
Severe Toxicity0.0033569336
Low Tox 0.050078966 Moderate Con 0.414 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I believe it was a temporary program introduced during the pandemic. This whole segment doesn’t delve enough into the background to be sure of exactly who this is going to effect and how. That’s just …
I believe it was a temporary program introduced during the pandemic. This whole segment doesn’t delve enough into the background to be sure of exactly who this is going to effect and how. That’s just bad journalism. I’d like to know because I cross the path of many immigrants and care about them. If the federal government’s economic plans work out, there could be more demand for workers in the coming year, especially in and around Montreal - I also pay attention to announcements of companies setting up or expanding here - and this might be another example of the CAQ shooting themselves in the foot again. They seem oblivious that an election is coming next fall.
Identity Attack0.01374736
Insult0.02373764
Profanity0.015625564
Threat0.00666042
Severe Toxicity0.0012779236
Low Tox 0.049336795 Constructive 0.805
Nov 21, 2025 Quebec Ends Economic Immigration Program …
As a Canadian, I believe that we should reduce immigration while not completely removing it like America has. Especially because crime rate has increased a little since canada became so international
As a Canadian, I believe that we should reduce immigration while not completely removing it like America has. Especially because crime rate has increased a little since canada became so international
Identity Attack0.036105253
Insult0.013326911
Profanity0.010689554
Threat0.009307829
Severe Toxicity0.0018310547
Low Tox 0.049336795 Constructive 0.521 Policy_Critique
Feb 18, 2026 Inside Canada's Indian Invasion...
So what? Like many German and Dutch places in North America (Frankenmuth MI, NYC, etc) doesn't the new world run, survive, on the old world?
So what? Like many German and Dutch places in North America (Frankenmuth MI, NYC, etc) doesn't the new world run, survive, on the old world?
Identity Attack0.027413858
Insult0.014884921
Profanity0.01887069
Threat0.007922632
Severe Toxicity0.0021362305
Low Tox 0.049089402 Moderate Con 0.436
Jan 15, 2026 Inside Canada's Indian Metropolis (Brampton)
If This Comment Gets 10K Likes, Tyler Should Visit Brampton For A Part 2 (So He Can Investigate The Safety
If This Comment Gets 10K Likes, Tyler Should Visit Brampton For A Part 2 (So He Can Investigate The Safety
Identity Attack0.004402745
Insult0.017485369
Profanity0.017436003
Threat0.009696201
Severe Toxicity0.0021076202
Low Tox 0.049089402 Low Con 0.178 Question
Feb 12, 2026 Inside Canada's Indian Invasion...
Not to be that guy, but every day, i feel more and more like we need another austrailian painter, or nothing will change.
Not to be that guy, but every day, i feel more and more like we need another austrailian painter, or nothing will change.
Identity Attack0.022791367
Insult0.017292
Profanity0.019212283
Threat0.009566744
Severe Toxicity0.001964569
Low Tox 0.048842013 Moderate Con 0.355 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I like that bike guy
I like that bike guy
Identity Attack0.008583503
Insult0.019741343
Profanity0.027000591
Threat0.010188141
Severe Toxicity0.0032615662
Low Tox 0.048842013 Moderate Con 0.421 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Min 7:40. The guy working in bakery, i like those types of immagrants. Follow the law. Intergrate with canada.....its that simple!!!
Min 7:40. The guy working in bakery, i like those types of immagrants. Follow the law. Intergrate with canada.....its that simple!!!
Identity Attack0.025002124
Insult0.01617693
Profanity0.010962827
Threat0.0066215824
Severe Toxicity0.0013160706
Low Tox 0.048594624 Constructive 0.52 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’m from Costa Rica , Canadian cititzen whoever tells me to go back to my country , I just tell them there are more Canadians in Costa Rica than Costa Ricans in Canada . I …
I’m from Costa Rica , Canadian cititzen whoever tells me to go back to my country , I just tell them there are more Canadians in Costa Rica than Costa Ricans in Canada . I have the right to be here just like Canadians have the right to be Costa Rica . 10 years here makes me Canadian 🍁
Identity Attack0.038425524
Insult0.015188923
Profanity0.01490822
Threat0.006848133
Severe Toxicity0.0020885468
Low Tox 0.048594624 Constructive 0.596 Personal_Narrative
Feb 14, 2026 2 likes Canada's tighter immigration policy divides …
I don't like the structure of not giving people due process by shuffling them out the door too quickly. That is an breech of their rights, and yes, even if denied they have that legal …
I don't like the structure of not giving people due process by shuffling them out the door too quickly. That is an breech of their rights, and yes, even if denied they have that legal right, in spite of the naysayers below.
Identity Attack0.0045692353
Insult0.019999169
Profanity0.0137468055
Threat0.009048914
Severe Toxicity0.0012969971
Low Tox 0.048594624 Constructive 0.766 Moral_Argument
Dec 26, 2025 2 likes Deportations From Canada at Their …
"its like visting india" 3:18
"its like visting india" 3:18
Identity Attack0.032753747
Insult0.013744914
Profanity0.024951037
Threat0.01187109
Severe Toxicity0.0041007996
Low Tox 0.04834723 Low Con 0.253
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Not all but sadly it seems now we're getting free loaders. Not like in the very past before Trudeau years and now Carney.
Not all but sadly it seems now we're getting free loaders. Not like in the very past before Trudeau years and now Carney.
Identity Attack0.0029968263
Insult0.026444806
Profanity0.01354185
Threat0.0065633263
Severe Toxicity0.0011396408
Low Tox 0.04785245 Moderate Con 0.392 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Whilst I do like your content, overall, there's a certain, i don't know, to some of your more recent stuff. After the young man who said he'd rather live in Punjab for the rest of …
Whilst I do like your content, overall, there's a certain, i don't know, to some of your more recent stuff. After the young man who said he'd rather live in Punjab for the rest of his life said that, you go on to show us a video of a not so good looking area of Puniab, is it? What exactly is that about?
Identity Attack0.01565665
Insult0.019225692
Profanity0.017777596
Threat0.0076119336
Severe Toxicity0.0015544891
Low Tox 0.04785245 Constructive 0.598 Meta_Commentary
Jan 27, 2026 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.