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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: "US is the same" 1,175 comments · Page 45 of 47
Canada needs ICE more than US
Canada needs ICE more than US
Identity Attack0.014752249
Insult0.013782915
Profanity0.01173141
Threat0.007521313
Severe Toxicity0.001745224
Low Tox 0.031331215 Low Con 0.138
Sep 29, 2025 1 likes IRCC Names India in Study …
Hopefully this video changes things for us here in Brampton!!!!
Hopefully this video changes things for us here in Brampton!!!!
Identity Attack0.008842488
Insult0.010628895
Profanity0.02023706
Threat0.010214032
Severe Toxicity0.0025177002
Low Tox 0.031213367 Moderate Con 0.415
Jan 27, 2026 Inside Canada's Indian Invasion...
Why sneak into the US when you can just get a F1 Visa here? That’s how universities make their money here.
Why sneak into the US when you can just get a F1 Visa here? That’s how universities make their money here.
Identity Attack0.009027477
Insult0.012490907
Profanity0.012346277
Threat0.0064597605
Severe Toxicity0.00092983246
Low Tox 0.03109552 Low Con 0.166 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy on the bike ... ( tell us how you really feel ) 😄
Guy on the bike ... ( tell us how you really feel ) 😄
Identity Attack0.0027008436
Insult0.013516913
Profanity0.013371054
Threat0.008505191
Severe Toxicity0.0015735626
Low Tox 0.030270588 Moderate Con 0.464 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
as someone who lives in Ontario please help us man I can't w the amount of them
as someone who lives in Ontario please help us man I can't w the amount of them
Identity Attack0.0093974555
Insult0.012034904
Profanity0.012380436
Threat0.00789674
Severe Toxicity0.0013446808
Low Tox 0.03015274 Constructive 0.506 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
US is the same
US is the same
Identity Attack0.012240025
Insult0.012566907
Profanity0.016889455
Threat0.007857903
Severe Toxicity0.0014972687
Low Tox 0.02968135 Low Con 0.22 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
*do Canadians finally see why US has 2nd amendment. Instead of having anti self defense laws*
*do Canadians finally see why US has 2nd amendment. Instead of having anti self defense laws*
Identity Attack0.015053716
Insult0.012300906
Profanity0.010723713
Threat0.0068028234
Severe Toxicity0.0010967255
Low Tox 0.029327808 Low Con 0.203 Comparative_Framing
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Are they using us to get to the USA? I can only hope. It doesn't seem like it from the inside. :(
Are they using us to get to the USA? I can only hope. It doesn't seem like it from the inside. :(
Identity Attack0.010507392
Insult0.011692902
Profanity0.015079016
Threat0.007637825
Severe Toxicity0.0011348724
Low Tox 0.02920996 Moderate Con 0.494
Jan 27, 2026 Inside Canada's Indian Invasion...
I wonder which party sponsored this article. It’s brought to us by the liberal based CBC. 🤔🤔
I wonder which party sponsored this article. It’s brought to us by the liberal based CBC. 🤔🤔
Identity Attack0.0071775843
Insult0.015872927
Profanity0.010945748
Threat0.006194372
Severe Toxicity0.00089645386
Low Tox 0.029092113 Low Con 0.256
Jul 2, 2019 3 likes How much do refugees and …
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of …
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of living here, but not to embrace the culture that makes this country great. It feels like we’re losing a battle most people didn’t even realize was happening. A government is meant to serve its people, yet it often feels like ours is working against us.
Identity Attack0.0063266335
Insult0.015644927
Profanity0.010774951
Threat0.0063367756
Severe Toxicity0.0007343292
Low Tox 0.029092113 Constructive 0.718 Personal_Narrative
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Well they can all go to US.
Well they can all go to US.
Identity Attack0.010211408
Insult0.010780896
Profanity0.013883443
Threat0.007689608
Severe Toxicity0.0013923645
Low Tox 0.028974265 Low Con 0.213 Call_To_Action
Jan 15, 2026 2.9 million Canadian temporary visas …
Thanks for helping us in canada and releasing this video the day after my birthday lol love you tyler
Thanks for helping us in canada and releasing this video the day after my birthday lol love you tyler
Identity Attack0.0065856185
Insult0.011996903
Profanity0.019963788
Threat0.007870848
Severe Toxicity0.0019073486
Low Tox 0.028856417 Constructive 0.504
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to the Lord Jesus Christ. Repent of your sins and accept him as your Lord and Savior. He's coming soon to take us to a better place where everything will be free of charge
Come to the Lord Jesus Christ. Repent of your sins and accept him as your Lord and Savior. He's coming soon to take us to a better place where everything will be free of charge
Identity Attack0.008694496
Insult0.010666896
Profanity0.012892825
Threat0.007081157
Severe Toxicity0.0011539459
Low Tox 0.028031485 Moderate Con 0.372
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
We are no kap it gets hard for us n the government keeps telling them to come for jobs and stuff but we barley hav for us thats already here
We are no kap it gets hard for us n the government keeps telling them to come for jobs and stuff but we barley hav for us thats already here
Identity Attack0.00621564
Insult0.013364912
Profanity0.01627459
Threat0.0071070488
Severe Toxicity0.0012397766
Low Tox 0.028031485 Moderate Con 0.454
Aug 26, 2025 Why Canadians Are Turning Against …
Doesn’t Tyler know it’s against the law to enter the US from a non designated point of entry even as an American citizen
Doesn’t Tyler know it’s against the law to enter the US from a non designated point of entry even as an American citizen
Identity Attack0.006511623
Insult0.011958904
Profanity0.011048226
Threat0.006485652
Severe Toxicity0.000667572
Low Tox 0.027913637 Low Con 0.252 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Create problems, offer solutions that strap us all down further. Nothing is new under the sun.
Create problems, offer solutions that strap us all down further. Nothing is new under the sun.
Identity Attack0.0020533812
Insult0.010818896
Profanity0.011936366
Threat0.010654188
Severe Toxicity0.0011920929
Low Tox 0.027913637 Low Con 0.202 Policy_Critique
Oct 21, 2025 IRCC Names India in Study …
Please don't believe this report. I am from Canada, This issue is not dividing us at all . In fact the overwhelming majority agrees immigration numbers of recent years are unsustainable .These policies to cut …
Please don't believe this report. I am from Canada, This issue is not dividing us at all . In fact the overwhelming majority agrees immigration numbers of recent years are unsustainable .These policies to cut immigration are driven by public pressure on the government..Fr24 is cherry picking and make it sound like there is huge backlash to these cuts.
Identity Attack0.009545447
Insult0.011996903
Profanity0.010006369
Threat0.006589218
Severe Toxicity0.0007581711
Low Tox 0.027324399 Constructive 0.799 Policy_Critique
Feb 11, 2026 467 likes Canada's tighter immigration policy divides …
Pls do what the US is doing.
Pls do what the US is doing.
Identity Attack0.0075105648
Insult0.00983089
Profanity0.014327513
Threat0.008945347
Severe Toxicity0.001783371
Low Tox 0.027088705 Low Con 0.236 Comparative_Framing
Feb 20, 2026 Canadian immigration officers investigating hundreds …
Imported liberal party voters. US tried to do the same during the last administration
Imported liberal party voters. US tried to do the same during the last administration
Identity Attack0.008916483
Insult0.013744914
Profanity0.011167783
Threat0.0063626673
Severe Toxicity0.000872612
Low Tox 0.026735162 Low Con 0.24 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
It's a correction for allowing too many claimants entering Canada with applications on shaky grounds. Glad it will save us 100s of millions offloading them from the support systems everyday Canadians actually need in these …
It's a correction for allowing too many claimants entering Canada with applications on shaky grounds. Glad it will save us 100s of millions offloading them from the support systems everyday Canadians actually need in these times.
Identity Attack0.008509507
Insult0.01306091
Profanity0.00993805
Threat0.0073918556
Severe Toxicity0.00096321106
Low Tox 0.025792383 Constructive 0.601
Dec 24, 2025 Deportations From Canada at Their …
Tell us how many millions were spent to bring all the engimineers to our shores.
Tell us how many millions were spent to bring all the engimineers to our shores.
Identity Attack0.0030708222
Insult0.011882903
Profanity0.011082385
Threat0.007573096
Severe Toxicity0.0009393692
Low Tox 0.025203144 Low Con 0.221 Question
Dec 25, 2025 Deportations From Canada at Their …
This is all by design, they want us replaced.
This is all by design, they want us replaced.
Identity Attack0.004347248
Insult0.0103248935
Profanity0.013029462
Threat0.008556974
Severe Toxicity0.001115799
Low Tox 0.025085296 Low Con 0.22 Unverified_Claim
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
God said to take care of your own people and family before helping someone else or strangers , even though Jesus teaches us about charity and love of neighbour ,, but where do we stop …
God said to take care of your own people and family before helping someone else or strangers , even though Jesus teaches us about charity and love of neighbour ,, but where do we stop and consider what is going on ,
Identity Attack0.009545447
Insult0.010780896
Profanity0.011099464
Threat0.00598724
Severe Toxicity0.00077724457
Low Tox 0.024967449 Constructive 0.526 Moral_Argument
Aug 28, 2025 Why Canadians Are Turning Against …
Great! attempt but would not be complete unless you make similar reports for cities like Markham, Scarborough, Richmond Hill. It is true there should not be any discrimination based on colors, ethnicity and religion. Especially …
Great! attempt but would not be complete unless you make similar reports for cities like Markham, Scarborough, Richmond Hill. It is true there should not be any discrimination based on colors, ethnicity and religion. Especially in careers, business and opportunities. Let us all support talent to grow and nurture.
Identity Attack0.012842959
Insult0.009070885
Profanity0.010228404
Threat0.0062396824
Severe Toxicity0.00078201294
Low Tox 0.024613906 Constructive 0.739
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I am a new permanent resident in Canada. This video is very true regarding our integration. You are absolutely right. Newcomers must integrate, as it is the beginning of a new life in a new …
I am a new permanent resident in Canada. This video is very true regarding our integration. You are absolutely right. Newcomers must integrate, as it is the beginning of a new life in a new environment. What I do not fully agree with is when you complain about the social benefits given by the government to newcomers. It is not free money; we will pay it back later in taxes. We cannot build life projects depending on these benefits. Ask each newcomer if they are satisfied with these benefits rather than a good job. We want to contribute to the economy of this beautiful country. For example, I came to Canada with specific goals, including starting an IT company, which was difficult to achieve at home due to lack of opportunities. So, don't blame immigrants too much; in my opinion, responsibilities should be shared among all of us, including the government.
Identity Attack0.006696612
Insult0.013896915
Profanity0.011816809
Threat0.0062526283
Severe Toxicity0.0008869171
Low Tox 0.024260364 Constructive 0.915 Personal_Narrative
Sep 5, 2025 1 likes Why Canadians Are Turning Against …

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.