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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: "How they are going to …" 2,613 comments · Page 84 of 105
No one is going to do anything and people will keep voting for the liberal/NDP party. If they do something it will hurt someone's feeling.
No one is going to do anything and people will keep voting for the liberal/NDP party. If they do something it will hurt someone's feeling.
Identity Attack0.00828752
Insult0.018967867
Profanity0.012517073
Threat0.010731863
Severe Toxicity0.0014209747
Low Tox 0.050326355 Moderate Con 0.318 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
W video u inspire me to keep going ❤
W video u inspire me to keep going ❤
Identity Attack0.01087737
Insult0.014732921
Profanity0.044417568
Threat0.012181788
Severe Toxicity0.0046920776
Low Tox 0.050078966 Constructive 0.555 Solidarity
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
I will go next year 🤣🤣 truth comes out
I will go next year 🤣🤣 truth comes out
Identity Attack0.0061416444
Insult0.01632893
Profanity0.024267852
Threat0.0091524795
Severe Toxicity0.0025558472
Low Tox 0.049831573 Moderate Con 0.331 Humor_Satire
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
No problem as never will go until Trump is gone, long gone
No problem as never will go until Trump is gone, long gone
Identity Attack0.00028733772
Insult0.005376083
Profanity0.000098590244
Threat0.019492099
Severe Toxicity0.000012291936
Low Tox 0.04982741
Dec 7, 2025 5 likes
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 …
I don't get how people can afford to go travel to their countries so much. I met a migrant and she goes to Japan 8 times a year.
I don't get how people can afford to go travel to their countries so much. I met a migrant and she goes to Japan 8 times a year.
Identity Attack0.040745795
Insult0.01306091
Profanity0.014771583
Threat0.0066280556
Severe Toxicity0.0014686584
Low Tox 0.049089402 Constructive 0.573
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Go to your local McDonald's or Tim Hortons, you will find a bunch of them.
Go to your local McDonald's or Tim Hortons, you will find a bunch of them.
Identity Attack0.004402745
Insult0.022706337
Profanity0.0147374235
Threat0.00780612
Severe Toxicity0.0014400482
Low Tox 0.048842013 Moderate Con 0.366 Unverified_Claim
Oct 22, 2025 IRCC Names India in Study …
Why would.. anyone want to go to the US if they've got citizenship or any kind of life in Canada?
Why would.. anyone want to go to the US if they've got citizenship or any kind of life in Canada?
Identity Attack0.03249594
Insult0.014884921
Profanity0.012243799
Threat0.006272047
Severe Toxicity0.0016784668
Low Tox 0.048842013 Low Con 0.23 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They must go!
They must go!
Identity Attack0.0056236745
Insult0.014580919
Profanity0.01764096
Threat0.0138755
Severe Toxicity0.0023841858
Low Tox 0.048594624 Moderate Con 0.341
Jan 15, 2026 47 likes 2.9 million Canadian temporary visas …
We've seen a shift in the child care profession in Canada. Most ECE's and student ECE's are from India. It's not going well. There is a different work ethic. And sometimes I've observed that these …
We've seen a shift in the child care profession in Canada. Most ECE's and student ECE's are from India. It's not going well. There is a different work ethic. And sometimes I've observed that these educators don't understand the policies and how to best support the children so its effecting quality and safety. There was supposed to be a limit on international students. That's not happening. Most of Conestoga colleges student ECE's are international
Identity Attack0.039972372
Insult0.017743196
Profanity0.010689554
Threat0.0059904763
Severe Toxicity0.0013065338
Low Tox 0.048594624 Constructive 0.798 Unverified_Claim
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
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 …
In all my 54 years in Canada, I have never seen Canada in such a mess. People never work one day in Canada but receive pension housing and food allowance. What is going on. Make …
In all my 54 years in Canada, I have never seen Canada in such a mess. People never work one day in Canada but receive pension housing and food allowance. What is going on. Make that make sense.
Identity Attack0.013546381
Insult0.022577424
Profanity0.012414595
Threat0.0062914654
Severe Toxicity0.0012588501
Low Tox 0.048099842 Constructive 0.542 Unverified_Claim
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
12:48 Funny thing: It is illegal in Canada to bring a weapon to a meeting "in case of". The reason is "well, if you thought it could be dangerous, why'd you go?" ..
12:48 Funny thing: It is illegal in Canada to bring a weapon to a meeting "in case of". The reason is "well, if you thought it could be dangerous, why'd you go?" ..
Identity Attack0.009915425
Insult0.013858915
Profanity0.012073003
Threat0.013579931
Severe Toxicity0.001783371
Low Tox 0.04785245 Moderate Con 0.397 Policy_Critique
Jan 27, 2026 16 likes Inside Canada's Indian Invasion...
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...
When are actual canadians going to protest??? When will we fight back???
When are actual canadians going to protest??? When will we fight back???
Identity Attack0.023997234
Insult0.013934915
Profanity0.011150704
Threat0.009955117
Severe Toxicity0.0017261505
Low Tox 0.04760506 Low Con 0.281 Call_To_Action
Aug 27, 2025 Why Canadians Are Turning Against …
Wait till winter hits They will want to go back to their desert climate 😂
Wait till winter hits They will want to go back to their desert climate 😂
Identity Attack0.005919657
Insult0.017614283
Profanity0.014054239
Threat0.008945347
Severe Toxicity0.0016880035
Low Tox 0.04760506 Low Con 0.175 Humor_Satire
Nov 22, 2025 Thousands of refugees allowed into …
Canada is going to be like UK France and Germany election have consequences politicians have no consequences all the best Canada
Canada is going to be like UK France and Germany election have consequences politicians have no consequences all the best Canada
Identity Attack0.01555616
Insult0.01838776
Profanity0.011441057
Threat0.007417747
Severe Toxicity0.0015544891
Low Tox 0.04760506 Low Con 0.221 Comparative_Framing
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
welcome to trickle-down economics and runaway capitalism. Neither liberal, NPD, or conservative is going to change it.
welcome to trickle-down economics and runaway capitalism. Neither liberal, NPD, or conservative is going to change it.
Identity Attack0.008694496
Insult0.020321451
Profanity0.011526455
Threat0.0077025536
Severe Toxicity0.0012779236
Low Tox 0.04760506 Low Con 0.158
Jan 17, 2026 Canada’s new rules in 2026
18000 ? only 4 985 000 to go . giddy up!!!!!
18000 ? only 4 985 000 to go . giddy up!!!!!
Identity Attack0.0039957687
Insult0.018838953
Profanity0.015625564
Threat0.009929225
Severe Toxicity0.0020599365
Low Tox 0.04711028 Moderate Con 0.373 Unverified_Claim
Dec 24, 2025 382 likes Deportations From Canada at Their …
@2:23 😂😂 I will go next year,,,,aaahhhbaba next month. He will never leave 😂
@2:23 😂😂 I will go next year,,,,aaahhhbaba next month. He will never leave 😂
Identity Attack0.004069764
Insult0.01648093
Profanity0.017709278
Threat0.008867673
Severe Toxicity0.0021457672
Low Tox 0.04711028 Moderate Con 0.432 Humor_Satire
Jan 27, 2026 163 likes Inside Canada's Indian Invasion...
Its not tight enough but nice spin. Even better if France wants to talk about us why don't they just go there.
Its not tight enough but nice spin. Even better if France wants to talk about us why don't they just go there.
Identity Attack0.012441003
Insult0.017356457
Profanity0.02023706
Threat0.009023022
Severe Toxicity0.001707077
Low Tox 0.04686289 Low Con 0.271 Policy_Critique
Feb 12, 2026 Canada's tighter immigration policy divides …
And they ain't going anywhere. Just a click on the "RENEW" button and their here to stay. 😂😂😂😂😂😂😂
And they ain't going anywhere. Just a click on the "RENEW" button and their here to stay. 😂😂😂😂😂😂😂
Identity Attack0.0052906936
Insult0.016632931
Profanity0.017709278
Threat0.008582866
Severe Toxicity0.0018882751
Low Tox 0.0466155 Low Con 0.222
Jan 16, 2026 2.9 million Canadian temporary visas …
Go to any grocery store in gta, no customers speak english
Go to any grocery store in gta, no customers speak english
Identity Attack0.011987305
Insult0.01632893
Profanity0.012926984
Threat0.0066280556
Severe Toxicity0.0012588501
Low Tox 0.0466155 Low Con 0.203 Unverified_Claim
Dec 24, 2025 Deportations From Canada at Their …
When we going to Isreal
When we going to Isreal
Identity Attack0.028886627
Insult0.010780896
Profanity0.020851927
Threat0.010576514
Severe Toxicity0.0030136108
Low Tox 0.0466155 Moderate Con 0.368 Question
Feb 13, 2026 Inside Canada's Indian Invasion...
Clearly not integrating. It's time for people to go home, if they are not integrating.
Clearly not integrating. It's time for people to go home, if they are not integrating.
Identity Attack0.0070665907
Insult0.017485369
Profanity0.010979908
Threat0.007909686
Severe Toxicity0.0010633469
Low Tox 0.0466155 Low Con 0.183 Policy_Critique
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.