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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.

Search & Filter

Search comment text, filter by category or toxicity level
30,738 comments · Page 802 of 1230
Better housing, services, jobs for the ones stablished legally. Stop opening doors to scammers who take the best part of the slice
Better housing, services, jobs for the ones stablished legally. Stop opening doors to scammers who take the best part of the slice
Identity Attack0.002543031
Insult0.07152185
Profanity0.00025870523
Threat0.0003363767
Severe Toxicity0.0000038219473
Low Tox 0.10651232
Apr 20, 2025 4 likes
The government should take to Media and Confirm these who overstay will be Deported! Temporary means Temporary!
The government should take to Media and Confirm these who overstay will be Deported! Temporary means Temporary!
Identity Attack0.022590388
Insult0.023221988
Profanity0.012858666
Threat0.019573374
Severe Toxicity0.0030517578
Low Tox 0.10609736 Low Con 0.29
Jan 18, 2026 2.9 million Canadian temporary visas …
Go to bohemian grove and mexico ranch owned by epstein
Go to bohemian grove and mexico ranch owned by epstein
Identity Attack0.03894114
Insult0.02708937
Profanity0.02030538
Threat0.007689608
Severe Toxicity0.0029182434
Low Tox 0.10609736 Low Con 0.182 Unverified_Claim
Feb 11, 2026 Inside Canada's Indian Invasion...
Really its canada's fault for allowing these diploma mills to exist.
Really its canada's fault for allowing these diploma mills to exist.
Identity Attack0.039972372
Insult0.03312982
Profanity0.0127561875
Threat0.007586042
Severe Toxicity0.0023460388
Low Tox 0.10609736 Low Con 0.148 Policy_Critique
Jan 27, 2026 27 likes Inside Canada's Indian Invasion...
Canada 🇨🇦 MARKETED “STUDY, WORK, P.R”. Which means they guaranteed Permanent Residency route to Students and using a Country to name for Punching Bag is way to throw blame
Canada 🇨🇦 MARKETED “STUDY, WORK, P.R”. Which means they guaranteed Permanent Residency route to Students and using a Country to name for Punching Bag is way to throw blame
Identity Attack0.023193322
Insult0.029163294
Profanity0.014532468
Threat0.019228047
Severe Toxicity0.0031280518
Low Tox 0.10609736 Low Con 0.257
Sep 30, 2025 IRCC Names India in Study …
1:50 this is what people aren't thinking about.
1:50 this is what people aren't thinking about.
Identity Attack0.00776955
Insult0.020643732
Profanity0.027820412
Threat0.0089712385
Severe Toxicity0.0032424927
Low Tox 0.10609736 Low Con 0.298
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Oh you () of course you ran away at the end 😂
Oh you () of course you ran away at the end 😂
Identity Attack0.0045507364
Insult0.028281843
Profanity0.030639706
Threat0.01238892
Severe Toxicity0.0033950806
Low Tox 0.10609736 Low Con 0.224 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro I am a true Canadian and the Indian people are everywhere
Bro I am a true Canadian and the Indian people are everywhere
Identity Attack0.10221587
Insult0.023479814
Profanity0.02522431
Threat0.007754337
Severe Toxicity0.004119873
Low Tox 0.10609736 Constructive 0.52 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Where are the pest specialists when you need them?!
Where are the pest specialists when you need them?!
Identity Attack0.0057346676
Insult0.035774168
Profanity0.017572641
Threat0.007909686
Severe Toxicity0.002336502
Low Tox 0.10609736 Low Con 0.208 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
It is incredible how some people overlook the fact that the Indian community is a pillar of the Canadian economy. If this community stopped working for just 24 hours, Canada would literally stall. Indian students …
It is incredible how some people overlook the fact that the Indian community is a pillar of the Canadian economy. If this community stopped working for just 24 hours, Canada would literally stall. Indian students alone contribute over $22 billion annually to the economy, effectively subsidizing the entire Canadian higher education system. In the healthcare sector, immigrants make up nearly 37% of physicians and 43% of pharmacists, with a massive percentage coming from the Indian diaspora. They are the ones keeping the clinics and pharmacies open for everyone. ​The impact stretches into every part of daily life, as over 56% of transport companies and 53% of restaurants are immigrant-run. Without them, grocery shelves would be empty and the supply chain would collapse. Furthermore, nearly half of the tech and software design sector is powered by the immigrant community. Beyond labor, some of the wealthiest people and biggest job creators in Canada are of Indian origin, such as David Cheriton and Prem Watsa, who have invested billions into the country. The Indian community isn't just visiting Canada; they are building, funding, and healing it every single day.
Identity Attack0.07921951
Insult0.03136692
Profanity0.016411226
Threat0.0067834044
Severe Toxicity0.0025367737
Low Tox 0.10609736 Constructive 0.704 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The ONLY reason why the liberals won is because the immigrants were the ones who voted for them and it shows that there’s practically more immigrants in this country than there is Canadians
The ONLY reason why the liberals won is because the immigrants were the ones who voted for them and it shows that there’s practically more immigrants in this country than there is Canadians
Identity Attack0.09576365
Insult0.02373764
Profanity0.0128245065
Threat0.005893383
Severe Toxicity0.0019454956
Low Tox 0.10609736 Moderate Con 0.325 Unverified_Claim
Sep 26, 2025 2 likes Why Canadians Are Turning Against …
And the always forgotten native Americans?
And the always forgotten native Americans?
Identity Attack0.058401883
Insult0.031146556
Profanity0.011219022
Threat0.0065244893
Severe Toxicity0.0020980835
Low Tox 0.10609736 Low Con 0.296 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Give it one generation, their children will be westernized.
Give it one generation, their children will be westernized.
Identity Attack0.031722516
Insult0.02657372
Profanity0.02344803
Threat0.012078222
Severe Toxicity0.0036239624
Low Tox 0.10609736 Low Con 0.123
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
close winniepeg next as well
close winniepeg next as well
Identity Attack0.010137413
Insult0.028832749
Profanity0.027410502
Threat0.018537397
Severe Toxicity0.0040245056
Low Tox 0.10609736 Moderate Con 0.372 Call_To_Action
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
Homogeneity must be maintained in each and every country.
Homogeneity must be maintained in each and every country.
Identity Attack0.07012023
Insult0.016708933
Profanity0.022833163
Threat0.010680079
Severe Toxicity0.00459671
Low Tox 0.10609736 Low Con 0.247
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Brampton is uninhabitable.
Brampton is uninhabitable.
Identity Attack0.02138452
Insult0.030926194
Profanity0.018255826
Threat0.015602129
Severe Toxicity0.003414154
Low Tox 0.10609736 Low Con 0.234 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Oh no. Quebec was so focussed on the English speaking population Guess they have somebody else to cry about now. You did it to yourselves.
Oh no. Quebec was so focussed on the English speaking population Guess they have somebody else to cry about now. You did it to yourselves.
Identity Attack0.01465176
Insult0.042665333
Profanity0.012141321
Threat0.0067445673
Severe Toxicity0.0016021729
Low Tox 0.10609736 Low Con 0.198
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Not big enough cut
Not big enough cut
Identity Attack0.0059936526
Insult0.018645585
Profanity0.062454045
Threat0.035803676
Severe Toxicity0.005378723
Low Tox 0.10609736 Low Con 0.272
Jan 3, 2026 1 likes New rules, regulations take effect …
This is what you get when you stop knowing your neighbour
This is what you get when you stop knowing your neighbour
Identity Attack0.012441003
Insult0.02373764
Profanity0.023311393
Threat0.009877442
Severe Toxicity0.002937317
Low Tox 0.10609736 Low Con 0.249
Jan 27, 2026 162 likes Inside Canada's Indian Invasion...
Corporations wanted cheap labour and the Liberal government gave it to them. This essentially is killing off the middle class, not to mention are own unique Canadian culture and putting heavy strain on the housing/renting …
Corporations wanted cheap labour and the Liberal government gave it to them. This essentially is killing off the middle class, not to mention are own unique Canadian culture and putting heavy strain on the housing/renting markets and social services.
Identity Attack0.029144434
Insult0.027218282
Profanity0.013985921
Threat0.031314444
Severe Toxicity0.0028419495
Low Tox 0.10609736 Moderate Con 0.488
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Please please please trump don’t let Canada join the US
Please please please trump don’t let Canada join the US
Identity Attack0.07591068
Insult0.020901557
Profanity0.013507691
Threat0.009540852
Severe Toxicity0.0025749207
Low Tox 0.10609736 Low Con 0.238
Jan 27, 2026 Inside Canada's Indian Invasion...
Why no outrage when the left deports???
Why no outrage when the left deports???
Identity Attack0.036878675
Insult0.023866551
Profanity0.013917602
Threat0.010628296
Severe Toxicity0.002336502
Low Tox 0.10609736 Low Con 0.231 Call_To_Action
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
canadas cooked
canadas cooked
Identity Attack0.042550452
Insult0.027605021
Profanity0.027410502
Threat0.009540852
Severe Toxicity0.0047683716
Low Tox 0.10609736 Moderate Con 0.402 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As a indian I'm sorry
As a indian I'm sorry
Identity Attack0.084182754
Insult0.02173949
Profanity0.031641733
Threat0.007819066
Severe Toxicity0.003643036
Low Tox 0.10609736 Constructive 0.506
Aug 25, 2025 7 likes Why Canadians Are Turning Against …
international "student" >looks like he is in his 40s
international "student" >looks like he is in his 40s
Identity Attack0.009989422
Insult0.04090862
Profanity0.015625564
Threat0.006641001
Severe Toxicity0.001964569
Low Tox 0.10609736 Low Con 0.221 Unverified_Claim
Oct 1, 2025 124 likes Inside Canada's Indian Metropolis (Brampton)

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.