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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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Search comment text, filter by category or toxicity level
Active: "Now this is a real …" 506 comments · Page 20 of 21
I used to live in Brampton and this is real.
I used to live in Brampton and this is real.
Identity Attack0.008139528
Insult0.009526889
Profanity0.014634945
Threat0.0077672824
Severe Toxicity0.0013065338
Low Tox 0.020960633 Moderate Con 0.483 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
real journalism right there
real journalism right there
Identity Attack0.00414376
Insult0.010362893
Profanity0.014805742
Threat0.007340072
Severe Toxicity0.0010728836
Low Tox 0.020960633 Moderate Con 0.329 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Atleast these are real doctors n engineers
Atleast these are real doctors n engineers
Identity Attack0.005512681
Insult0.010856897
Profanity0.013780965
Threat0.0069646453
Severe Toxicity0.0011730194
Low Tox 0.02072494 Low Con 0.281
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Real population is closer to a million
Real population is closer to a million
Identity Attack0.006992595
Insult0.008880884
Profanity0.014634945
Threat0.007249452
Severe Toxicity0.0012159348
Low Tox 0.02035702 Low Con 0.213
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks bro for showing the real Canada
Thanks bro for showing the real Canada
Identity Attack0.009619443
Insult0.010286893
Profanity0.011099464
Threat0.0067834044
Severe Toxicity0.0011920929
Low Tox 0.019603057 Moderate Con 0.426 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada has all the necessary conditions to establish real manufacturing industries and increase production. With the presence of migrant labor such as workers from India—who are willing to accept lower wages than Canadian workers and …
Canada has all the necessary conditions to establish real manufacturing industries and increase production. With the presence of migrant labor such as workers from India—who are willing to accept lower wages than Canadian workers and others—the equation becomes clear: lower costs, higher output, and greater profitability. This workforce represents a real investment for those who know how to manage human resources and the economy intelligently.
Identity Attack0.011099357
Insult0.010210892
Profanity0.009417122
Threat0.0059548756
Severe Toxicity0.0007867813
Low Tox 0.019226074 Constructive 0.517 Economic_Argument
Feb 27, 2026 Inside Canada's Indian Invasion...
Algoma college is very much a real college that’s been around for a long time. Anderson though I have never heard of
Algoma college is very much a real college that’s been around for a long time. Anderson though I have never heard of
Identity Attack0.006511623
Insult0.010134893
Profanity0.016035475
Threat0.0068416605
Severe Toxicity0.001115799
Low Tox 0.01847211 Moderate Con 0.476 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks for making this video for us real canadians.
Thanks for making this video for us real canadians.
Identity Attack0.008176526
Insult0.008405882
Profanity0.0138151245
Threat0.008000307
Severe Toxicity0.0014877319
Low Tox 0.017341165 Moderate Con 0.441 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What about students who used to come with real studying intentions? What about real good schools, with solid programs? Canada has lost its reputation completely as a destination for international students. It is the last …
What about students who used to come with real studying intentions? What about real good schools, with solid programs? Canada has lost its reputation completely as a destination for international students. It is the last among developed countries, and now domestic programs are closing down because of not enough financing. Domestic tuition fees rise.
Identity Attack0.005956655
Insult0.010210892
Profanity0.0093915025
Threat0.005906329
Severe Toxicity0.00064373016
Low Tox 0.017215505 Moderate Con 0.403 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Is the ad actually real?
Is the ad actually real?
Identity Attack0.0024973555
Insult0.008842885
Profanity0.014088398
Threat0.0070034824
Severe Toxicity0.00089645386
Low Tox 0.017215505 Low Con 0.248 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
real bro, real.
real bro, real.
Identity Attack0.0031633168
Insult0.009260887
Profanity0.014293353
Threat0.007314181
Severe Toxicity0.0011634827
Low Tox 0.016964182 Moderate Con 0.366
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm a Real Canadian Born and Raised and I approve this message
I'm a Real Canadian Born and Raised and I approve this message
Identity Attack0.008694496
Insult0.008272881
Profanity0.013063621
Threat0.0071588317
Severe Toxicity0.0013065338
Low Tox 0.01646154 Moderate Con 0.488 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Tyler is on a generational run and will go down in history as one of the only real journalist in this generation.
Tyler is on a generational run and will go down in history as one of the only real journalist in this generation.
Identity Attack0.002090379
Insult0.010742896
Profanity0.011150704
Threat0.0070552654
Severe Toxicity0.0007009506
Low Tox 0.01646154 Moderate Con 0.362 Meta_Commentary
Jan 27, 2026 12 likes Inside Canada's Indian Invasion...
real reporter, respect
real reporter, respect
Identity Attack0.004384246
Insult0.008709883
Profanity0.015967157
Threat0.007741391
Severe Toxicity0.0012111664
Low Tox 0.015644746 Moderate Con 0.379 Meta_Commentary
Feb 21, 2026 Inside Canada's Indian Invasion...
Look in to the real estate agents. They are integral
Look in to the real estate agents. They are integral
Identity Attack0.0037922803
Insult0.009868891
Profanity0.012482914
Threat0.0067445673
Severe Toxicity0.0008916855
Low Tox 0.015267765 Moderate Con 0.341 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for covering this! Replacement Theory is real and the immigration population has exploded in Canada. Look into the century initiative, goal is to have Canada's population to 100 million by 2100.
Thank you for covering this! Replacement Theory is real and the immigration population has exploded in Canada. Look into the century initiative, goal is to have Canada's population to 100 million by 2100.
Identity Attack0.006696612
Insult0.00817788
Profanity0.008981592
Threat0.0062267366
Severe Toxicity0.000603199
Low Tox 0.015079274 Constructive 0.625 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Real
Real
Identity Attack0.0034038029
Insult0.008405882
Profanity0.014532468
Threat0.007197669
Severe Toxicity0.001168251
Low Tox 0.014450971 Moderate Con 0.478
Jan 28, 2026 Inside Canada's Indian Invasion...
Glad you're highlighting the real issues man.
Glad you're highlighting the real issues man.
Identity Attack0.002192123
Insult0.009089886
Profanity0.011099464
Threat0.006653947
Severe Toxicity0.0006914139
Low Tox 0.0143253105 Moderate Con 0.469 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Anderson college is also a real college they are specialized in specific fields
Anderson college is also a real college they are specialized in specific fields
Identity Attack0.0045507364
Insult0.008234881
Profanity0.014532468
Threat0.0066798385
Severe Toxicity0.00092983246
Low Tox 0.01426248 Low Con 0.297 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
If we actually want solutions, we should be talking about things like real-time tracking for overstays, linking federal/provincial systems, funding enforcement properly, and setting penalties that are predictable and enforced. Bring in experts not random …
If we actually want solutions, we should be talking about things like real-time tracking for overstays, linking federal/provincial systems, funding enforcement properly, and setting penalties that are predictable and enforced. Bring in experts not random paper pushers for “gotcha” moments. Sessions like this aren’t about fixing the system, they’re about stoking outrage. And more often than not, it ends up targeting vulnerable groups instead of creating policy that actually works.
Identity Attack0.0013596712
Insult0.009146886
Profanity0.010467518
Threat0.006641001
Severe Toxicity0.00061035156
Low Tox 0.013948329 Constructive 0.599 Policy_Critique
Oct 3, 2025 IRCC Names India in Study …
replacement isn’t a theory, it’s real.
replacement isn’t a theory, it’s real.
Identity Attack0.0024973555
Insult0.008044879
Profanity0.011082385
Threat0.0066215824
Severe Toxicity0.00068187714
Low Tox 0.013634177 Low Con 0.123 Fear_Threat
Feb 11, 2026 15 likes Canada's tighter immigration policy divides …
Just wait until the Canadian government does that to its own citizens with digital id you wont be going anywhere...coming to you real soon
Just wait until the Canadian government does that to its own citizens with digital id you wont be going anywhere...coming to you real soon
Identity Attack0.00040218167
Insult0.004375003
Profanity0.00004523413
Threat0.000088473935
Severe Toxicity0.0000022009067
Low Tox 0.0079260245 Fear_Threat
Dec 11, 2025
I recently took the test and passed (17/20). In my experience, only a few questions were similar to this video. The real test focused more on understanding concepts from the Discover Canada guide rather than …
I recently took the test and passed (17/20). In my experience, only a few questions were similar to this video. The real test focused more on understanding concepts from the Discover Canada guide rather than repeated practice questions. Still helpful for revision, but definitely prioritize the official book/guide.
Identity Attack0.0018221445
Insult0.0068003717
Profanity0.009476901
Threat0.00598724
Severe Toxicity0.00042200089
Low Tox 0.007099825 Constructive 0.733 Personal_Narrative
Mar 1, 2026 2 likes Canadian Citizenship Test 2025 – …
Canada needs immigrants s the population is not producing enough. The Immagration rules must be changed to encourage those that can make real contributions to the economy. 👌🇨🇦
Canada needs immigrants s the population is not producing enough. The Immagration rules must be changed to encourage those that can make real contributions to the economy. 👌🇨🇦
Identity Attack0.0038140067
Insult0.0006560435
Profanity0.000019717874
Threat0.00007472064
Severe Toxicity0.0000026385894
Low Tox 0.0039829398 Economic_Argument
Apr 15, 2025 7 likes
Good more jobs for real Canadians !
Good more jobs for real Canadians !
Identity Attack0.0018382557
Insult0.0005925298
Profanity0.00003918252
Threat0.00010065255
Severe Toxicity0.000002876973
Low Tox 0.0031861707 Identity_Assertion
Apr 16, 2025 4 likes

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.