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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
Clear all | Quick: Toxic (>0.5) Most constructive High toxicity (>0.7) Most liked
30,738 comments · Page 989 of 1230
Try adding another zero Global tv
Try adding another zero Global tv
Canadian immigration officers investigating hundreds identified by extortion … · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.004643231
Insult0.013630914
Profanity0.015967157
Threat0.008311004
Severe Toxicity0.0016593933
Low Tox 0.03828422 Low Con 0.226 Meta_Commentary
Feb 18, 2026 8 likes Canadian immigration officers investigating hundreds …
What kind of punishment would illegal crosser suffer? Im thinkimg can we cross without going through the custom??
What kind of punishment would illegal crosser suffer? Im thinkimg can we cross without going through the custom??
How much do refugees and immigrants get in … · 1: Cluster #1
Close reading → Video sentiment →
Identity Attack0.0076215584
Insult0.012718908
Profanity0.012585391
Threat0.010084574
Severe Toxicity0.0014877319
Low Tox 0.03828422 Moderate Con 0.347
Oct 1, 2018 How much do refugees and …
I’m sure the immigration levels will help with housing, healthcare and the high unemployment rate
I’m sure the immigration levels will help with housing, healthcare and the high unemployment rate
New rules, regulations take effect across Canada · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.02238941
Insult0.010362893
Profanity0.011663092
Threat0.006653947
Severe Toxicity0.0013637543
Low Tox 0.03828422 Moderate Con 0.469
Jan 5, 2026 New rules, regulations take effect …
Check Tim Hortons and every job Indian students are working and heavily fine the employers.
Check Tim Hortons and every job Indian students are working and heavily fine the employers.
IRCC Names India in Study Permit Fraud | … · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.025605056
Insult0.014504919
Profanity0.011628932
Threat0.006686311
Severe Toxicity0.0011730194
Low Tox 0.03828422 Moderate Con 0.464
Oct 24, 2025 IRCC Names India in Study …
They don't even have camera to put fine ?
They don't even have camera to put fine ?
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0030338243
Insult0.01632893
Profanity0.014634945
Threat0.0074048014
Severe Toxicity0.0011920929
Low Tox 0.03828422 Low Con 0.214 Question
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
The Saarification of the world
The Saarification of the world
Inside Canada's Indian Invasion... · 85: Cluster #84
Close reading → Discourse → Video sentiment →
Identity Attack0.010433395
Insult0.011654901
Profanity0.021603432
Threat0.01052473
Severe Toxicity0.0026512146
Low Tox 0.03828422 Low Con 0.233 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
0:51
0:51
Inside Canada's Indian Invasion... · 18: Cluster #17
Close reading → Video sentiment →
Identity Attack0.006770608
Insult0.011882903
Profanity0.025907494
Threat0.010809537
Severe Toxicity0.0032043457
Low Tox 0.03828422 Low Con 0.279
Jan 28, 2026 Inside Canada's Indian Invasion...
12:40 Please pray to the only living true God Jesus Christ for your safety
12:40 Please pray to the only living true God Jesus Christ for your safety
Inside Canada's Indian Invasion... · 59: Cluster #58
Close reading → Video sentiment →
Identity Attack0.01087737
Insult0.011198899
Profanity0.017162729
Threat0.010084574
Severe Toxicity0.002784729
Low Tox 0.03828422 Moderate Con 0.341
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If your claim was rejected you have to leave the country and try again the proper way
If your claim was rejected you have to leave the country and try again the proper way
'We do know that there's a lot of … · 1: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.006178642
Insult0.012566907
Profanity0.0127561875
Threat0.008505191
Severe Toxicity0.0010633469
Low Tox 0.03828422 Low Con 0.229 Policy_Critique
Feb 24, 2026 3 likes 'We do know that there's …
It's not enough, only a complete halt to the whole program. They don't leave, and nothing is done about it.
It's not enough, only a complete halt to the whole program. They don't leave, and nothing is done about it.
New rules, regulations take effect across Canada · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0023586133
Insult0.013516913
Profanity0.013712646
Threat0.0100069
Severe Toxicity0.0013256073
Low Tox 0.03828422 Low Con 0.239 Policy_Critique
Jan 4, 2026 New rules, regulations take effect …
I barely leave my house if i don't have to now.. it's so unpleasant to see the landscape!
I barely leave my house if i don't have to now.. it's so unpleasant to see the landscape!
Why Canadians Are Turning Against Immigrants. · 42: Cluster #41
Close reading → Video sentiment →
Identity Attack0.00224762
Insult0.015644927
Profanity0.015488927
Threat0.006647474
Severe Toxicity0.0010442734
Low Tox 0.03828422 Constructive 0.515
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
0:51
0:51
Inside Canada's Indian Invasion... · 18: Cluster #17
Close reading → Video sentiment →
Identity Attack0.006770608
Insult0.011882903
Profanity0.025907494
Threat0.010809537
Severe Toxicity0.0032043457
Low Tox 0.03828422 Low Con 0.274
Jan 28, 2026 Inside Canada's Indian Invasion...
It's not Canada anymore 🤦
It's not Canada anymore 🤦
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.019173764
Insult0.015264924
Profanity0.012175481
Threat0.0063432488
Severe Toxicity0.0014305115
Low Tox 0.03828422 Low Con 0.189 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Freez the boarder for the next 5 years
Freez the boarder for the next 5 years
Why Canadians Are Turning Against Immigrants. · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.0037737815
Insult0.013668913
Profanity0.01402008
Threat0.010964886
Severe Toxicity0.0018501282
Low Tox 0.03828422 Low Con 0.15
Aug 25, 2025 Why Canadians Are Turning Against …
All I see are people who came from one country into another and created a community. Nothing different from Greek Town, Chinatown, little Italy etc. in Toronto
All I see are people who came from one country into another and created a community. Nothing different from Greek Town, Chinatown, little Italy etc. in Toronto
Inside Canada's Indian Metropolis (Brampton) · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.02238941
Insult0.0151129225
Profanity0.0117997285
Threat0.0059807673
Severe Toxicity0.0012874603
Low Tox 0.03828422 Moderate Con 0.495 Moral_Argument
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
They are reducing hahahaha. Instead of a Million a year we will bring in 750k instead
They are reducing hahahaha. Instead of a Million a year we will bring in 750k instead
Why Canada’s immigration system has hit a ‘breaking … · 1: Cluster #1
Close reading → Video sentiment →
Identity Attack0.0055496786
Insult0.013934915
Profanity0.016411226
Threat0.0074436385
Severe Toxicity0.0016880035
Low Tox 0.03828422 Low Con 0.207
Jan 20, 2026 1 likes Why Canada’s immigration system has …
😮isn't this a just a new form of getting conquered?
😮isn't this a just a new form of getting conquered?
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0056236745
Insult0.012452906
Profanity0.02208166
Threat0.00951496
Severe Toxicity0.00207901
Low Tox 0.03828422 Low Con 0.232 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Can we get a full series of interviews with the guy on the bike please
Can we get a full series of interviews with the guy on the bike please
Inside Canada's Indian Invasion... · 315: Cluster #314
Close reading → Video sentiment →
Identity Attack0.004069764
Insult0.012946909
Profanity0.017299367
Threat0.010110466
Severe Toxicity0.0016307831
Low Tox 0.03828422 Moderate Con 0.343
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Keep speaking the truth no matter who it offends.
Keep speaking the truth no matter who it offends.
Why Canadians Are Turning Against Immigrants. · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.00258985
Insult0.015416925
Profanity0.012551232
Threat0.008065036
Severe Toxicity0.0010681152
Low Tox 0.03828422 Moderate Con 0.365 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
Why did they close the program so abruptly?
Why did they close the program so abruptly?
Quebec Ends Economic Immigration Program | Your Morning · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.002192123
Insult0.0154929245
Profanity0.01620627
Threat0.007521313
Severe Toxicity0.0011777878
Low Tox 0.038048524 Low Con 0.273
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
I would watch it, they might have cameras in that safe house
I would watch it, they might have cameras in that safe house
Inside Canada's Indian Invasion... · 302: Cluster #301
Close reading → Discourse → Video sentiment →
Identity Attack0.0055496786
Insult0.010894896
Profanity0.01893901
Threat0.013631714
Severe Toxicity0.0024986267
Low Tox 0.038048524 Low Con 0.25 Humor_Satire
Feb 9, 2026 Inside Canada's Indian Invasion...
Mcloving it
Mcloving it
Deportations From Canada at Their Highest Level in … · 1: Cluster #1
Close reading → Video sentiment →
Identity Attack0.004402745
Insult0.015036922
Profanity0.025907494
Threat0.00933372
Severe Toxicity0.002374649
Low Tox 0.038048524 Low Con 0.268
Dec 30, 2025 Deportations From Canada at Their …
Everything new is exciting until it's not!
Everything new is exciting until it's not!
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.0034592997
Insult0.012642908
Profanity0.01846078
Threat0.00899713
Severe Toxicity0.0014400482
Low Tox 0.038048524 Moderate Con 0.33
Jan 27, 2026 Inside Canada's Indian Invasion...
Which Canadians? I haven't seen a single person in public complain yet. Boomers love this 10x return on real estate same with their kids.
Which Canadians? I haven't seen a single person in public complain yet. Boomers love this 10x return on real estate same with their kids.
Why Canadians Are Turning Against Immigrants. · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.01374736
Insult0.019161236
Profanity0.010604155
Threat0.006058442
Severe Toxicity0.0010633469
Low Tox 0.038048524 Moderate Con 0.483
Aug 29, 2025 Why Canadians Are Turning Against …
The way you got the same way you will lose it. I think it’s just a time of RETRIBUTION.
The way you got the same way you will lose it. I think it’s just a time of RETRIBUTION.
Why Canadians Are Turning Against Immigrants. · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0021643746
Insult0.013782915
Profanity0.012517073
Threat0.0100069
Severe Toxicity0.0014209747
Low Tox 0.038048524 Low Con 0.234 Fear_Threat
Nov 27, 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.