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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "USA - you are the …" 407 comments · Page 13 of 17
Canada and USA border security is just for fun 😂
Canada and USA border security is just for fun 😂
Identity Attack0.022590388
Insult0.019676886
Profanity0.015625564
Threat0.007534259
Severe Toxicity0.0020217896
Low Tox 0.061444655 Low Con 0.218 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Why does Canada need 1 million international students (as per Statista) it makes no sense. The total working population is around 20mn, where can we absorb 5% more suddenly assuming all these want to work, …
Why does Canada need 1 million international students (as per Statista) it makes no sense. The total working population is around 20mn, where can we absorb 5% more suddenly assuming all these want to work, and plus there will be local Canadian students. This is a monumental fraud which needs to stop. Even USA with 9x population and economy doesnt have so many students
Identity Attack0.016460562
Insult0.026960457
Profanity0.0128245065
Threat0.006272047
Severe Toxicity0.0011968613
Low Tox 0.06065326 Constructive 0.538
Sep 30, 2025 1 likes IRCC Names India in Study …
I came to Canada in 2023 for a new life and a dream, but left this India for the USA... if you know what I mean...
I came to Canada in 2023 for a new life and a dream, but left this India for the USA... if you know what I mean...
Identity Attack0.04306607
Insult0.019032324
Profanity0.012038844
Threat0.0068287146
Severe Toxicity0.0018119812
Low Tox 0.06065326 Constructive 0.53
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Anyone else think the use of “ai slop visualization” during the car ride into USA counts as yellow journalism? I think that’s a textbook example.
Anyone else think the use of “ai slop visualization” during the car ride into USA counts as yellow journalism? I think that’s a textbook example.
Identity Attack0.025404079
Insult0.021417208
Profanity0.013200258
Threat0.0079873605
Severe Toxicity0.0021266937
Low Tox 0.06025757 Low Con 0.248 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Doug ford now goingbtobthebuS governors,how is that so different to the Jjavanibtrip, at least javanibtold everyone, Doug just sticking into election interference in the USA
Doug ford now goingbtobthebuS governors,how is that so different to the Jjavanibtrip, at least javanibtold everyone, Doug just sticking into election interference in the USA
Identity Attack0.005105704
Insult0.0279513
Profanity0.014293353
Threat0.006815769
Severe Toxicity0.0013256073
Low Tox 0.05898502 Low Con 0.203 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Just join the USA already
Just join the USA already
Identity Attack0.017063495
Insult0.015644927
Profanity0.019075647
Threat0.011974656
Severe Toxicity0.0027275085
Low Tox 0.054779384 Low Con 0.248 Comparative_Framing
Jan 26, 2026 Canada’s new rules in 2026
A lot of immigrants who had skills in demand, after 5, 10 years decided to go back where they came from due to cost of living vs income. Housing for example in Canada is steep. …
A lot of immigrants who had skills in demand, after 5, 10 years decided to go back where they came from due to cost of living vs income. Housing for example in Canada is steep. Some left for USA, better pay, lower housing costs. Those that do not have skills in demand, having a job, it's pay is worth the cost of living pain.
Identity Attack0.029402243
Insult0.019483518
Profanity0.010911589
Threat0.006770459
Severe Toxicity0.0012779236
Low Tox 0.054284602 Constructive 0.645 Economic_Argument
Feb 16, 2026 1 likes Canada's tighter immigration policy divides …
They're not missing. Majority of them crossed the border into the USA illegally.
They're not missing. Majority of them crossed the border into the USA illegally.
Identity Attack0.028628819
Insult0.017227544
Profanity0.011628932
Threat0.0067834044
Severe Toxicity0.0012397766
Low Tox 0.054037213 Low Con 0.243 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Another reason to stay out of Magastan. F the USA and F Trump.
Another reason to stay out of Magastan. F the USA and F Trump.
Identity Attack0.0015442696
Insult0.012282227
Profanity0.011722041
Threat0.0030337914
Severe Toxicity0.0000128938145
Low Tox 0.053456746 Comparative_Framing
Dec 10, 2025
Yes stay in canada money is better spend here in our country mr stump going too sink usa
Yes stay in canada money is better spend here in our country mr stump going too sink usa
Identity Attack0.0012413493
Insult0.0029865694
Profanity0.00018919048
Threat0.040129766
Severe Toxicity0.000017283843
Low Tox 0.052940443 Economic_Argument
Dec 9, 2025
Canada 🇨🇦 has undergone RADICAL demographic shifts & that reality is wholly diruptive if I’m putting it lightly. The USA 🇺🇸 has seen quite a bit of this as well. Our only hope is to …
Canada 🇨🇦 has undergone RADICAL demographic shifts & that reality is wholly diruptive if I’m putting it lightly. The USA 🇺🇸 has seen quite a bit of this as well. Our only hope is to dissolve the H-1B & related programs, then begin mass deporting those on Visas, plus eliminate the birthright citizenship loophole.
Identity Attack0.016963007
Insult0.018065477
Profanity0.01086035
Threat0.010447056
Severe Toxicity0.0016212463
Low Tox 0.05230548 Moderate Con 0.468 Fear_Threat
Nov 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Imagine thinking the USA is the greatest country in the world
Imagine thinking the USA is the greatest country in the world
Identity Attack0.023595277
Insult0.015416925
Profanity0.019963788
Threat0.008065036
Severe Toxicity0.002155304
Low Tox 0.049584184 Low Con 0.142 Comparative_Framing
Feb 24, 2026 Inside Canada's Indian Invasion...
Focus on the military !!! and securing our border from the USA. Try doing something useful for a change before it's too late.
Focus on the military !!! and securing our border from the USA. Try doing something useful for a change before it's too late.
Identity Attack0.0053276913
Insult0.017807651
Profanity0.011167783
Threat0.010058682
Severe Toxicity0.0013637543
Low Tox 0.048099842 Low Con 0.294 Call_To_Action
Jan 5, 2026 New rules, regulations take effect …
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to …
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to be firever students? What if they get work permit while still being student? This is very possible for the IT engineers from India, they are student here but get a job in USA or any other country and they leave. Where are the statistics of students who got married to Canadian nationals and decided to stop studying because of family expenses? It will be easy to track down the fees transfer and return of these said 8% non-compliant students. Did they get their money back? If not, then why didn't colleges paid the remaining fees back and report that non-obligatory to the study visa rules? Or, was the past govt quite about this because Canada needed cheap labor and money in other colleges accounts?
Identity Attack0.014551271
Insult0.021546122
Profanity0.013780965
Threat0.006763986
Severe Toxicity0.0014305115
Low Tox 0.0466155 Constructive 0.511 Question
Sep 29, 2025 IRCC Names India in Study …
I personally think that Canada should focus on its own people. Yes, immigration has stopped in the USA, but that does not mean that we should take them.
I personally think that Canada should focus on its own people. Yes, immigration has stopped in the USA, but that does not mean that we should take them.
Identity Attack0.029144434
Insult0.013668913
Profanity0.0113385795
Threat0.0073918556
Severe Toxicity0.0012969971
Low Tox 0.04315203 Constructive 0.552 Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
India: 1.4 billion people Combined population of USA, UK, Australia, Canada and NZ: 500 million That means you could double the populations of the Anglosphere countries with Indians and still have close to another billion …
India: 1.4 billion people Combined population of USA, UK, Australia, Canada and NZ: 500 million That means you could double the populations of the Anglosphere countries with Indians and still have close to another billion Indians. Or stated another way, you could quadruple the populations of the Anglophone countries with Indians
Identity Attack0.038683333
Insult0.011882903
Profanity0.013678487
Threat0.0072882893
Severe Toxicity0.0016212463
Low Tox 0.04290464 Moderate Con 0.318 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I met many Canadians that use Canada as a bridge to try to get to the USA.
I met many Canadians that use Canada as a bridge to try to get to the USA.
Identity Attack0.026207991
Insult0.014428918
Profanity0.012380436
Threat0.007521313
Severe Toxicity0.0015926361
Low Tox 0.03969839 Moderate Con 0.442 Personal_Narrative
Feb 13, 2026 Inside Canada's Indian Invasion...
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher …
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher standards and expectations foreign students might find more textually challenging and tuition-costly. Immigration or Immigrant Policy is an entirely separate entry into a foreign country vs. based on student's visa, which is timed. I would go back home and finish up school there and earn back home -- visiting other land temporarily is fine, but not live with them full-time. FYI - Canada & USA are brothers biologically -- they are Anglo-Saxon and owned both countries and everything in it. be blessed. nov2025
Identity Attack0.014450782
Insult0.018258847
Profanity0.01220964
Threat0.006738094
Severe Toxicity0.0013160706
Low Tox 0.03969839 Constructive 0.759
Nov 25, 2025 Quebec Ends Economic Immigration Program …
join the USA
join the USA
Identity Attack0.013445892
Insult0.011844902
Profanity0.019963788
Threat0.011638066
Severe Toxicity0.0024032593
Low Tox 0.038991302 Moderate Con 0.345 Comparative_Framing
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
CANADA NEEDS ICE LIKE USA
CANADA NEEDS ICE LIKE USA
Identity Attack0.017063495
Insult0.014960921
Profanity0.0147374235
Threat0.009696201
Severe Toxicity0.00289917
Low Tox 0.038991302 Low Con 0.193 Call_To_Action
Nov 13, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Bro just crossed the border from Delhi to USA 😂😂😂
Bro just crossed the border from Delhi to USA 😂😂😂
Identity Attack0.019274252
Insult0.018838953
Profanity0.019895468
Threat0.009023022
Severe Toxicity0.0025177002
Low Tox 0.038519915 Low Con 0.282 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
dude, in british columbia, you can literally cross the street and youre in the usa. one side of the street is canada the other is washington
dude, in british columbia, you can literally cross the street and youre in the usa. one side of the street is canada the other is washington
Identity Attack0.018168874
Insult0.014884921
Profanity0.015044857
Threat0.0071199946
Severe Toxicity0.0015640259
Low Tox 0.03639866 Low Con 0.261 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
bro no one goes from canada to america illegally, its easier to get Pr and passport in Canada so they just stay there and then once they get passport they can do whatever in usa …
bro no one goes from canada to america illegally, its easier to get Pr and passport in Canada so they just stay there and then once they get passport they can do whatever in usa similar to a us citizen.
Identity Attack0.02048012
Insult0.013440913
Profanity0.011201942
Threat0.0062785195
Severe Toxicity0.0011348724
Low Tox 0.035220183 Moderate Con 0.323
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I was born in Canada, But Our Family migrated to the USA when I was 2 years old in 1976 we adapted to the USA culture. I grew up on US values. US laws, US …
I was born in Canada, But Our Family migrated to the USA when I was 2 years old in 1976 we adapted to the USA culture. I grew up on US values. US laws, US living. Our Family moved back in Canada in 1997 to Nova Scotia. We then adapted back to the Canadian culture. Mother and Father taught us to always support the country you live in. Adapt to it's culture and rules. I live in Quebec now in Montreal been here since 2018. I'm always learning french here and there but speak mostly english. But I support the french language. Some days on the weekend though downtown when I see all the immigrants praying in the streets I am starting to miss the USA though. But I do not process an Green Card anymore.
Identity Attack0.016460562
Insult0.018001022
Profanity0.015386449
Threat0.006641001
Severe Toxicity0.0015830994
Low Tox 0.034984488 Constructive 0.778
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Im a foreign nurse who once aspired to migrate and serve Canada but the laws were so restrictive and professional requirements very stringent. I ended up migrating in USA. What happened to your standards.
Im a foreign nurse who once aspired to migrate and serve Canada but the laws were so restrictive and professional requirements very stringent. I ended up migrating in USA. What happened to your standards.
Identity Attack0.011543332
Insult0.015644927
Profanity0.011697251
Threat0.0061749537
Severe Toxicity0.00091552734
Low Tox 0.034277402 Constructive 0.705 Personal_Narrative
Feb 14, 2026 Canada's tighter immigration policy divides …

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.