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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

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Active: "At this point, I don't …" 370 comments · Page 14 of 15
The country needs the right type of temporary workers that can support the building of housing and not cheap agriculture labor. Also from a student point of view; if they are studying in areas which …
The country needs the right type of temporary workers that can support the building of housing and not cheap agriculture labor. Also from a student point of view; if they are studying in areas which aren't aligned to the needs of the country then need to go back home. It would be a disservice to Canadian's and the students to keep them here.
Identity Attack0.008768492
Insult0.015188923
Profanity0.009434202
Threat0.0062008454
Severe Toxicity0.00084400177
Low Tox 0.029563503 Constructive 0.682 Policy_Critique
Feb 22, 2026 Canada's tighter immigration policy divides …
the guy in safety vest is on point
the guy in safety vest is on point
Identity Attack0.0043102503
Insult0.014314918
Profanity0.015932998
Threat0.0070164283
Severe Toxicity0.0014400482
Low Tox 0.028856417 Low Con 0.264
Jan 27, 2026 Inside Canada's Indian Invasion...
Doesn’t Tyler know it’s against the law to enter the US from a non designated point of entry even as an American citizen
Doesn’t Tyler know it’s against the law to enter the US from a non designated point of entry even as an American citizen
Identity Attack0.006511623
Insult0.011958904
Profanity0.011048226
Threat0.006485652
Severe Toxicity0.000667572
Low Tox 0.027913637 Low Con 0.252 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
The old man in the beginning was wise. He went right to point.
The old man in the beginning was wise. He went right to point.
Identity Attack0.0034038029
Insult0.015188923
Profanity0.012517073
Threat0.00704232
Severe Toxicity0.0009202957
Low Tox 0.02685301 Low Con 0.286 Meta_Commentary
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
we could have linked immigration to the data points and mandatory rules to ensure temporary workers are paid 50% more than the prevailing market wage to ensure its legitimacy. Unfortunately its runited and far behind …
we could have linked immigration to the data points and mandatory rules to ensure temporary workers are paid 50% more than the prevailing market wage to ensure its legitimacy. Unfortunately its runited and far behind the repair and its still going on without any brakes :'(
Identity Attack0.007473567
Insult0.012072904
Profanity0.010296722
Threat0.00636914
Severe Toxicity0.00084400177
Low Tox 0.026145924 Moderate Con 0.434 Policy_Critique
Jun 29, 2025 1 likes How Canada broke its immigration …
You don’t need endless studies and quantifiable evidence to apply a bit of common sense I don’t need a study to tell me to close the window or put on a sweater if it’s cold …
You don’t need endless studies and quantifiable evidence to apply a bit of common sense I don’t need a study to tell me to close the window or put on a sweater if it’s cold in my house The point is there shouldn’t be one extra dollar that’s spent on anything that is outside of Canadian interests
Identity Attack0.0060676485
Insult0.014808921
Profanity0.010057608
Threat0.006003422
Severe Toxicity0.00071048737
Low Tox 0.025910228 Moderate Con 0.419 Policy_Critique
Feb 24, 2026 'We do know that there's …
All international students are required to provide documents and statement letters in their student visa applications to prove that they intend to return to their home countries after their studies. The only thing that is …
All international students are required to provide documents and statement letters in their student visa applications to prove that they intend to return to their home countries after their studies. The only thing that is expected (not guaranteed in any way) is a post-graduation work permit to give them a chance to acquire Canadian work experience and have enough points to apply for permanent residency if they choose to. The government should only be responsible for those who were already selected and approved for residency before changes to the regulations. All future applicants should be evaluated based on the latest changes. That is not new, and all current immigrant citizens had to adapt to the changes to requirements back in their time as well.
Identity Attack0.008250522
Insult0.013820915
Profanity0.011184863
Threat0.0063626673
Severe Toxicity0.0008869171
Low Tox 0.025085296 Constructive 0.622 Policy_Critique
Jan 22, 2026 Why Canada’s immigration system has …
It hit the breaking point about 5yrs ago
It hit the breaking point about 5yrs ago
Identity Attack0.0033298072
Insult0.010248893
Profanity0.016752819
Threat0.007935578
Severe Toxicity0.0011777878
Low Tox 0.024731753 Moderate Con 0.32 Fear_Threat
Jan 19, 2026 132 likes Why Canada’s immigration system has …
bullseye! i applause your courage! youre 100%. on point
bullseye! i applause your courage! youre 100%. on point
Identity Attack0.0020996283
Insult0.01309891
Profanity0.015044857
Threat0.0068999166
Severe Toxicity0.001206398
Low Tox 0.024613906 Constructive 0.556 Solidarity
Nov 22, 2025 1 likes Why Canadians Are Turning Against …
As a Canadian who used to live in Brampton, it is unrecognizable at this point.
As a Canadian who used to live in Brampton, it is unrecognizable at this point.
Identity Attack0.009915425
Insult0.011768902
Profanity0.010091767
Threat0.006382086
Severe Toxicity0.0007867813
Low Tox 0.024378212 Moderate Con 0.468
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
man its like that all over Canada at this point
man its like that all over Canada at this point
Identity Attack0.008398513
Insult0.010552894
Profanity0.015010698
Threat0.0068416605
Severe Toxicity0.0013446808
Low Tox 0.024142517 Moderate Con 0.305 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Yes. "Maybe I won't come to Quebec" is the point of the new policy. Good!
Yes. "Maybe I won't come to Quebec" is the point of the new policy. Good!
Identity Attack0.007547563
Insult0.009355888
Profanity0.009596458
Threat0.007197669
Severe Toxicity0.0009536743
Low Tox 0.022846194 Moderate Con 0.418
Nov 23, 2025 8 likes Quebec Ends Economic Immigration Program …
As if this is even news at this point
As if this is even news at this point
Identity Attack0.0033298072
Insult0.009260887
Profanity0.016547862
Threat0.007961469
Severe Toxicity0.0012969971
Low Tox 0.021903414 Low Con 0.186 Meta_Commentary
Jan 19, 2026 Why Canada’s immigration system has …
We're past this breaking point around 6 years ago
We're past this breaking point around 6 years ago
Identity Attack0.0038107792
Insult0.00983089
Profanity0.015454767
Threat0.007741391
Severe Toxicity0.0010251999
Low Tox 0.021432023 Moderate Con 0.317 Fear_Threat
Jan 19, 2026 460 likes Why Canada’s immigration system has …
What are we even doing at this point?
What are we even doing at this point?
Identity Attack0.0026823445
Insult0.008823884
Profanity0.015625564
Threat0.0074824756
Severe Toxicity0.0010442734
Low Tox 0.02107848 Low Con 0.275 Question
Feb 17, 2026 Inside Canada's Indian Invasion...
Breaking point and check the system there must be 100 thousand applications tomorrow
Breaking point and check the system there must be 100 thousand applications tomorrow
Identity Attack0.0035332954
Insult0.009336887
Profanity0.013576009
Threat0.0077802283
Severe Toxicity0.0011730194
Low Tox 0.02048268 Low Con 0.196
Jan 20, 2026 Why Canada’s immigration system has …
At this point what has not reached a breaking point? Healthcare, education, infrastructure, inflation, housing. But hey don't worry, elows up and we can do this right
At this point what has not reached a breaking point? Healthcare, education, infrastructure, inflation, housing. But hey don't worry, elows up and we can do this right
Identity Attack0.002293867
Insult0.0105148945
Profanity0.011697251
Threat0.0066668927
Severe Toxicity0.0008201599
Low Tox 0.019728716 Moderate Con 0.344 Policy_Critique
Jan 20, 2026 Why Canada’s immigration system has …
High viz man has a point.
High viz man has a point.
Identity Attack0.003644289
Insult0.010818896
Profanity0.014054239
Threat0.006686311
Severe Toxicity0.001001358
Low Tox 0.019603057 Moderate Con 0.341 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
I knew you'd be here at some point.
I knew you'd be here at some point.
Identity Attack0.0034962974
Insult0.009564889
Profanity0.015420608
Threat0.008285114
Severe Toxicity0.0011873245
Low Tox 0.019603057 Moderate Con 0.437 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Our melting pot is more like oil and water at this point bring back pre 2015 models
Our melting pot is more like oil and water at this point bring back pre 2015 models
Identity Attack0.002830336
Insult0.009355888
Profanity0.01354185
Threat0.0072235605
Severe Toxicity0.0011301041
Low Tox 0.018849092 Low Con 0.207
Nov 23, 2025 40 likes Quebec Ends Economic Immigration Program …
Don't see anything problematic here! What's your point?
Don't see anything problematic here! What's your point?
Identity Attack0.002210622
Insult0.009678889
Profanity0.01261955
Threat0.0063238298
Severe Toxicity0.0007534027
Low Tox 0.01859777 Low Con 0.296 Question
Jan 1, 2026 Inside Canada's Indian Metropolis (Brampton)
At this point it sure seems like this was done by design.
At this point it sure seems like this was done by design.
Identity Attack0.0037552824
Insult0.008956885
Profanity0.014122557
Threat0.0074436385
Severe Toxicity0.0011110306
Low Tox 0.018095128 Low Con 0.179 Fear_Threat
Feb 26, 2026 181 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
News reports in Europe indicate that Switzerland may be holding a referendum in July 2026 to cap the population of that country at 10 million. If the population at any point reaches 9.5 million, then …
News reports in Europe indicate that Switzerland may be holding a referendum in July 2026 to cap the population of that country at 10 million. If the population at any point reaches 9.5 million, then Switzerland would be obligated to withdraw from certain treaties involving free movement of European citizens. Perhaps It's something to consider here in Canada, capping the population at no more than 40 million. Oops. We're already past that.
Identity Attack0.006770608
Insult0.009070885
Profanity0.0108774295
Threat0.0063950317
Severe Toxicity0.0008201599
Low Tox 0.017592486 Moderate Con 0.477 Comparative_Framing
Feb 22, 2026 1 likes LILLEY UNLEASHED: The fall of …
We got to this point because Mr Trudeau opened the doors to all comers over the past 10 years.
We got to this point because Mr Trudeau opened the doors to all comers over the past 10 years.
Identity Attack0.0029598286
Insult0.010628895
Profanity0.009630617
Threat0.006440342
Severe Toxicity0.00067710876
Low Tox 0.017592486 Moderate Con 0.402 Policy_Critique
Jan 21, 2026 2 likes Why Canada’s immigration system has …
Dont pay taxes? How do you figure? Some points are true and others are just feelings and not facts!
Dont pay taxes? How do you figure? Some points are true and others are just feelings and not facts!
Identity Attack0.0015076627
Insult0.0113889
Profanity0.009733095
Threat0.005825418
Severe Toxicity0.0005245209
Low Tox 0.017466826 Moderate Con 0.388 Question
Oct 3, 2025 1 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.