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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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Active: "This is how a true …" 286 comments · Page 11 of 12
🎶 Dare to be a Daniel Dare to stand alone Dare to have porpose true Dare to make it known 🎶
🎶 Dare to be a Daniel Dare to stand alone Dare to have porpose true Dare to make it known 🎶
Identity Attack0.004846719
Insult0.011008898
Profanity0.019280603
Threat0.008065036
Severe Toxicity0.0016212463
Low Tox 0.024967449 Moderate Con 0.31 Meta_Commentary
Aug 25, 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)
omg....is this true?
omg....is this true?
Identity Attack0.0027563404
Insult0.010248893
Profanity0.022218296
Threat0.0068999166
Severe Toxicity0.0014972687
Low Tox 0.02449606 Moderate Con 0.383
Dec 5, 2023 How much do refugees and …
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 …
So true the crime rate is up and disorganization in the cities.
So true the crime rate is up and disorganization in the cities.
Identity Attack0.003866276
Insult0.011958904
Profanity0.009664777
Threat0.0067316215
Severe Toxicity0.000834465
Low Tox 0.023788974 Constructive 0.566 Unverified_Claim
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Bike guy is honest and true
Bike guy is honest and true
Identity Attack0.006363631
Insult0.0129089095
Profanity0.01846078
Threat0.007793174
Severe Toxicity0.0016021729
Low Tox 0.023553278 Moderate Con 0.432 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
WOW! It is hard to believe that this can even be true!
WOW! It is hard to believe that this can even be true!
Identity Attack0.0019423875
Insult0.011540901
Profanity0.012926984
Threat0.0065180166
Severe Toxicity0.00088214874
Low Tox 0.023553278 Moderate Con 0.363 Meta_Commentary
Feb 28, 2026 3 likes Inside Canada's Indian Invasion...
14:47 the exact opposite is true.
14:47 the exact opposite is true.
Identity Attack0.0052166977
Insult0.00971689
Profanity0.014088398
Threat0.007534259
Severe Toxicity0.0011014938
Low Tox 0.02343543 Low Con 0.249 Meta_Commentary
Dec 30, 2025 Inside Canada's Indian Metropolis (Brampton)
That's not true, as a Canadian citizen i didn't see the difference on immigration.
That's not true, as a Canadian citizen i didn't see the difference on immigration.
Identity Attack0.013144426
Insult0.009507888
Profanity0.0098868115
Threat0.0057639256
Severe Toxicity0.00068187714
Low Tox 0.02343543 Constructive 0.579 Personal_Narrative
Dec 25, 2025 Deportations From Canada at Their …
2:03 true canadian right there, were proud to have that man
2:03 true canadian right there, were proud to have that man
Identity Attack0.010211408
Insult0.009868891
Profanity0.013610168
Threat0.007197669
Severe Toxicity0.0014972687
Low Tox 0.022728346 Moderate Con 0.373 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
1:56 true
1:56 true
Identity Attack0.00466173
Insult0.0096028885
Profanity0.018529098
Threat0.008026198
Severe Toxicity0.0021648407
Low Tox 0.021667719 Low Con 0.267
Feb 16, 2026 Inside Canada's Indian Invasion...
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did something wrong? Having that many people come is a strain on all our resources and job market. We have a right to decide who we need and want. Store manager is not a job that Canadians won't do.
Identity Attack0.009619443
Insult0.011844902
Profanity0.0094256615
Threat0.005922511
Severe Toxicity0.00069618225
Low Tox 0.020960633 Constructive 0.763 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
i love this series!!! Tyler and Nick doing gods work. thank you my true patriots of america
i love this series!!! Tyler and Nick doing gods work. thank you my true patriots of america
Identity Attack0.0073255757
Insult0.009298887
Profanity0.01887069
Threat0.008427517
Severe Toxicity0.0016880035
Low Tox 0.02048268 Moderate Con 0.416 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
👇 true canadians
👇 true canadians
Identity Attack0.01191331
Insult0.00971689
Profanity0.0138151245
Threat0.007521313
Severe Toxicity0.0016403198
Low Tox 0.019854378 Moderate Con 0.341
Jan 27, 2026 Inside Canada's Indian Invasion...
Multicultural act was passed in 1988. Didn't' happen yesterday. Decades of wanting to feel better about ourselves and not protecting true Canadian heritage/culture. The heritage/culture that was celebrated after the world wars.
Multicultural act was passed in 1988. Didn't' happen yesterday. Decades of wanting to feel better about ourselves and not protecting true Canadian heritage/culture. The heritage/culture that was celebrated after the world wars.
Identity Attack0.008657498
Insult0.009982891
Profanity0.009596458
Threat0.0060196044
Severe Toxicity0.0007247925
Low Tox 0.019603057 Constructive 0.579
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
This (LORD JESUS CHRIST) is the true God and eternal life. 1 John 5:20
This (LORD JESUS CHRIST) is the true God and eternal life. 1 John 5:20
Identity Attack0.0073625734
Insult0.007873878
Profanity0.01354185
Threat0.0071717775
Severe Toxicity0.0015163422
Low Tox 0.019477395 Low Con 0.252 Advertisement_Spam
Jan 29, 2026 Inside Canada's Indian Invasion...
Bro 100% correct. Every single thing about this video is accurate and true.
Bro 100% correct. Every single thing about this video is accurate and true.
Identity Attack0.0042177555
Insult0.009013886
Profanity0.013849284
Threat0.0076766624
Severe Toxicity0.0012683868
Low Tox 0.018095128 Moderate Con 0.488 Meta_Commentary
Aug 25, 2025 10 likes Why Canadians Are Turning Against …
Dont pay taxes? How do you figure? Some points are true and others are just feelings and not facts!
Dont pay taxes? How do you figure? Some points are true and others are just feelings and not facts!
Identity Attack0.0015076627
Insult0.0113889
Profanity0.009733095
Threat0.005825418
Severe Toxicity0.0005245209
Low Tox 0.017466826 Moderate Con 0.388 Question
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I live in Canada and this is very true.
I live in Canada and this is very true.
Identity Attack0.008435511
Insult0.008576883
Profanity0.011201942
Threat0.006589218
Severe Toxicity0.0010728836
Low Tox 0.01608456 Constructive 0.544 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian this is so true everywhere
As a Canadian this is so true everywhere
Identity Attack0.008324518
Insult0.007835878
Profanity0.010928668
Threat0.0062396824
Severe Toxicity0.0009059906
Low Tox 0.014639461 Moderate Con 0.475 Identity_Assertion
Jan 28, 2026 103 likes Inside Canada's Indian Invasion...
Yea its true
Yea its true
Identity Attack0.0039402717
Insult0.007968879
Profanity0.015113175
Threat0.0074436385
Severe Toxicity0.0012779236
Low Tox 0.01438814 Moderate Con 0.424 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
How can you undo something systematically changed slowly over the years. The homeless said they dont pay taxes. Im not quite sure about what he said was true.
How can you undo something systematically changed slowly over the years. The homeless said they dont pay taxes. Im not quite sure about what he said was true.
Identity Attack0.0022753682
Insult0.009640889
Profanity0.009750174
Threat0.0058804373
Severe Toxicity0.0005173683
Low Tox 0.013697007 Constructive 0.528
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I hope it is true
I hope it is true
Identity Attack0.003866276
Insult0.0074178753
Profanity0.013678487
Threat0.007754337
Severe Toxicity0.0013256073
Low Tox 0.012503231 Moderate Con 0.387
Dec 24, 2025 Deportations From Canada at Their …
No . Not true .
No . Not true .
Identity Attack0.0019608864
Insult0.008006879
Profanity0.011560614
Threat0.0061878995
Severe Toxicity0.0006723404
Low Tox 0.01237757 Moderate Con 0.306 Meta_Commentary
Oct 20, 2025 1 likes Why Canadians Are Turning Against …
That's true
That's true
Identity Attack0.0032928092
Insult0.007341875
Profanity0.013712646
Threat0.0071847234
Severe Toxicity0.0010967255
Low Tox 0.01225191 Moderate Con 0.403
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.