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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: "I have next to no …" 393 comments · Page 13 of 16
@08:40 he says they don't work , next second he says they work in Uber 😂
@08:40 he says they don't work , next second he says they work in Uber 😂
Identity Attack0.0045137387
Insult0.015188923
Profanity0.017709278
Threat0.006763986
Severe Toxicity0.0013446808
Low Tox 0.040925518 Low Con 0.295 Humor_Satire
Sep 19, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Oh wait wait maybe to fix the problem that you have created you can impose a digital ID for Canadiens who respect the laws Like this at the next whatever what you can force a …
Oh wait wait maybe to fix the problem that you have created you can impose a digital ID for Canadiens who respect the laws Like this at the next whatever what you can force a vaccine on us or we will not be able to work
Identity Attack0.008620501
Insult0.016556932
Profanity0.010774951
Threat0.0075083673
Severe Toxicity0.0012779236
Low Tox 0.04067813 Low Con 0.202 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Do Ireland next!
Do Ireland next!
Identity Attack0.018168874
Insult0.012034904
Profanity0.02030538
Threat0.010654188
Severe Toxicity0.0030899048
Low Tox 0.04067813 Moderate Con 0.397 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
The only way Canada can be saved is to become the 51st state. Canadas population is just too small to keep up with the current amount of immigrants to not have them be the majority …
The only way Canada can be saved is to become the 51st state. Canadas population is just too small to keep up with the current amount of immigrants to not have them be the majority population within the next couple generations.
Identity Attack0.026007013
Insult0.014504919
Profanity0.010057608
Threat0.00666042
Severe Toxicity0.0012397766
Low Tox 0.040430736 Low Con 0.276 Fear_Threat
Feb 27, 2026 Inside Canada's Indian Invasion...
Under a conservative government Michelle would fix it Vote smarter next time.
Under a conservative government Michelle would fix it Vote smarter next time.
Identity Attack0.0039587705
Insult0.020579277
Profanity0.011441057
Threat0.0069387536
Severe Toxicity0.0009536743
Low Tox 0.040183347 Moderate Con 0.317 Call_To_Action
Feb 24, 2026 26 likes 'We do know that there's …
Cover the ice situation in Minneapolis for your next video
Cover the ice situation in Minneapolis for your next video
Identity Attack0.008620501
Insult0.012224905
Profanity0.018324144
Threat0.010291707
Severe Toxicity0.0025558472
Low Tox 0.039462693 Low Con 0.246 Call_To_Action
Jan 27, 2026 54 likes Inside Canada's Indian Invasion...
Freez the boarder for the next 5 years
Freez the boarder for the next 5 years
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 …
Freez the boarder for the next 5 years
Freez the boarder for the next 5 years
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 …
I have a test next week. Be honest, I am so nervous and worry. i hope i pass my test in one attempt insallah
I have a test next week. Be honest, I am so nervous and worry. i hope i pass my test in one attempt insallah
Identity Attack0.011691323
Insult0.012110904
Profanity0.022218296
Threat0.009644418
Severe Toxicity0.0019836426
Low Tox 0.037577134 Constructive 0.505 Meta_Commentary
Jul 17, 2025 12 likes Canadian Citizenship Test 2025 – …
The federal government has ZERO interest in being part of the solution. It will get swept under the carpet and shelved until the next alarming issue is brought up ... and the process repeats without …
The federal government has ZERO interest in being part of the solution. It will get swept under the carpet and shelved until the next alarming issue is brought up ... and the process repeats without any solid action. The whole problem is systemic from the top of parliament.
Identity Attack0.003385304
Insult0.018001022
Profanity0.012004685
Threat0.007262398
Severe Toxicity0.00091552734
Low Tox 0.037105743 Moderate Con 0.36 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
Next do who has the most temples/synagogues nation wide.
Next do who has the most temples/synagogues nation wide.
Identity Attack0.025002124
Insult0.010552894
Profanity0.012585391
Threat0.0070034824
Severe Toxicity0.0014591217
Low Tox 0.037105743 Low Con 0.216 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is done There is NO going back I would say just give up now and accept the situation. Also canada won’t be canada in next few years it will be PANADA
Canada is done There is NO going back I would say just give up now and accept the situation. Also canada won’t be canada in next few years it will be PANADA
Identity Attack0.015455672
Insult0.013972916
Profanity0.0103992
Threat0.007340072
Severe Toxicity0.0013637543
Low Tox 0.037105743 Low Con 0.25 Fear_Threat
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
How about we close the borders for the next 10 years??
How about we close the borders for the next 10 years??
Identity Attack0.013345404
Insult0.009507888
Profanity0.011150704
Threat0.0089712385
Severe Toxicity0.0015544891
Low Tox 0.036870047 Low Con 0.213 Call_To_Action
Jan 11, 2026 41 likes Canada’s new rules in 2026
Understand the term “asylum” seekers where they are coming from and why!! Demand for better healthcare services when you vote next time rather than gaslighting this issue. There are rules and laws in place, universally …
Understand the term “asylum” seekers where they are coming from and why!! Demand for better healthcare services when you vote next time rather than gaslighting this issue. There are rules and laws in place, universally applicable covenants that protect vulnerable folks. Things shouldn’t have to be that divisive.
Identity Attack0.009064475
Insult0.0154929245
Profanity0.011509376
Threat0.007353018
Severe Toxicity0.0011205673
Low Tox 0.036870047 Constructive 0.682 Moral_Argument
Feb 24, 2026 'We do know that there's …
Next you need to come to North Carolina. We have the same problem.
Next you need to come to North Carolina. We have the same problem.
Identity Attack0.015053716
Insult0.01306091
Profanity0.010723713
Threat0.006874025
Severe Toxicity0.00096797943
Low Tox 0.035691574 Moderate Con 0.337 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Do brampton next.
Do brampton next.
Identity Attack0.0045692353
Insult0.013630914
Profanity0.014805742
Threat0.010032792
Severe Toxicity0.0017356873
Low Tox 0.034748793 Moderate Con 0.351 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, …
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, Kerala, the State where most of them come to American Continent!*
Identity Attack0.017967897
Insult0.011996903
Profanity0.012892825
Threat0.0066798385
Severe Toxicity0.0013923645
Low Tox 0.034513097 Moderate Con 0.367 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
You should show Markham next as a stark contrast... How clean it is
You should show Markham next as a stark contrast... How clean it is
Identity Attack0.0042177555
Insult0.015416925
Profanity0.014600786
Threat0.008505191
Severe Toxicity0.0016212463
Low Tox 0.034277402 Moderate Con 0.318
Oct 30, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
America is next
America is next
Identity Attack0.011839314
Insult0.011958904
Profanity0.017504321
Threat0.009722093
Severe Toxicity0.0025367737
Low Tox 0.03357032 Moderate Con 0.313 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of living, under paying jobs, and astronomical Post secondary prices to get basic diplomas I know for a fact that 90's babies will be the last generation to have more then one child. Another issue is the recruitment centers in India, funded by Canadian corporations looking for cheap labor, promising the world to struggling Indians only to back out of every promise they made, and put the burden on the government and Canadians. This plus a lack of population control in India, is set that to have Indians to be over 25% of the global population in the next 50 years.
Identity Attack0.012061302
Insult0.016784932
Profanity0.0128245065
Threat0.0067186756
Severe Toxicity0.0013065338
Low Tox 0.03357032 Constructive 0.641 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
You should check out coming Georgia next
You should check out coming Georgia next
Identity Attack0.010729378
Insult0.011540901
Profanity0.016957775
Threat0.009100696
Severe Toxicity0.0018882751
Low Tox 0.03309893 Moderate Con 0.306 Question
Feb 4, 2026 Inside Canada's Indian Invasion...
Oh and why are we still here, we’re the most expensive country next to 4 outhers 🤦🏻‍♀️
Oh and why are we still here, we’re the most expensive country next to 4 outhers 🤦🏻‍♀️
Identity Attack0.00899048
Insult0.013744914
Profanity0.012175481
Threat0.0061878995
Severe Toxicity0.0011014938
Low Tox 0.032863233 Moderate Con 0.399
Aug 26, 2025 Why Canadians Are Turning Against …
I go next year ..i mean next month
I go next year ..i mean next month
Identity Attack0.0058086636
Insult0.010552894
Profanity0.020373698
Threat0.0091524795
Severe Toxicity0.0020313263
Low Tox 0.03192045 Moderate Con 0.415 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Now Japan is next
Now Japan is next
Identity Attack0.012441003
Insult0.010666896
Profanity0.017162729
Threat0.010214032
Severe Toxicity0.0024604797
Low Tox 0.031449065 Low Con 0.29
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
go to surrey next
go to surrey next
Identity Attack0.005364689
Insult0.012224905
Profanity0.018802373
Threat0.010265815
Severe Toxicity0.0022411346
Low Tox 0.031449065 Low Con 0.232
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.