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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

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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 #}

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Active: "How can you tell when …" 431 comments · Page 17 of 18
Well if there is anything to learn here, it is that you should be careful what the news tell you. Even if their reporting appeal to your ideology
Well if there is anything to learn here, it is that you should be careful what the news tell you. Even if their reporting appeal to your ideology
Identity Attack0.0035702933
Insult0.013402912
Profanity0.012414595
Threat0.006912862
Severe Toxicity0.0008773804
Low Tox 0.02826718 Low Con 0.272 Meta_Commentary
Feb 11, 2026 4 likes Canada's tighter immigration policy divides …
We are no kap it gets hard for us n the government keeps telling them to come for jobs and stuff but we barley hav for us thats already here
We are no kap it gets hard for us n the government keeps telling them to come for jobs and stuff but we barley hav for us thats already here
Identity Attack0.00621564
Insult0.013364912
Profanity0.01627459
Threat0.0071070488
Severe Toxicity0.0012397766
Low Tox 0.028031485 Moderate Con 0.454
Aug 26, 2025 Why Canadians Are Turning Against …
Why is everyone so scared to tell the truth?
Why is everyone so scared to tell the truth?
Identity Attack0.0027933381
Insult0.012794908
Profanity0.0113385795
Threat0.006763986
Severe Toxicity0.0007867813
Low Tox 0.027442247 Low Con 0.275 Question
Feb 4, 2026 Inside Canada's Indian Invasion...
Folk may think this reduction in immigration is far from any "slash" in numbers. Consider (search the web for "Is Canada's aging population an issue ?"): "Canada's aging population is a significant issue, creating major …
Folk may think this reduction in immigration is far from any "slash" in numbers. Consider (search the web for "Is Canada's aging population an issue ?"): "Canada's aging population is a significant issue, creating major challenges for the economy, healthcare, and social services, as more seniors require care while fewer younger workers support them, leading to potential labor shortages, strained budgets, and increased demand for healthcare and long-term support. The trend of more seniors than children under 15 puts pressure on economic growth and government finances, requiring substantial funding increases for health and care services. " For every positive to reduced immigration numbers, Canadians are going to discover that there will be negatives. The negatives might very well justify using the word "slash". Time will tell.
Identity Attack0.008879486
Insult0.014808921
Profanity0.010757872
Threat0.006440342
Severe Toxicity0.00094890594
Low Tox 0.027206551 Constructive 0.648 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
When came as a 5 year old 50+ yars ago my family and I were accused of not assimilating so not much has changed. I've got kids half my age telling me to assimilate
When came as a 5 year old 50+ yars ago my family and I were accused of not assimilating so not much has changed. I've got kids half my age telling me to assimilate
Identity Attack0.008435511
Insult0.010666896
Profanity0.01627459
Threat0.0069516995
Severe Toxicity0.0012207031
Low Tox 0.026499467 Constructive 0.586 Personal_Narrative
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Not even close to enough. Im telling you since 2019 more than 2 million a year came here. Theres nearly a million refugee claims a year from India alone.
Not even close to enough. Im telling you since 2019 more than 2 million a year came here. Theres nearly a million refugee claims a year from India alone.
Identity Attack0.015154205
Insult0.00971689
Profanity0.011646013
Threat0.006530962
Severe Toxicity0.00084400177
Low Tox 0.026145924 Moderate Con 0.435
Dec 28, 2025 Deportations From Canada at Their …
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 …
Anyone can tell me please if this freexashback app thing acc works?
Anyone can tell me please if this freexashback app thing acc works?
Identity Attack0.0054756827
Insult0.009678889
Profanity0.020988565
Threat0.008945347
Severe Toxicity0.0018405914
Low Tox 0.025910228 Moderate Con 0.335 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Tell us how many millions were spent to bring all the engimineers to our shores.
Tell us how many millions were spent to bring all the engimineers to our shores.
Identity Attack0.0030708222
Insult0.011882903
Profanity0.011082385
Threat0.007573096
Severe Toxicity0.0009393692
Low Tox 0.025203144 Low Con 0.221 Question
Dec 25, 2025 Deportations From Canada at Their …
It's CBC, don't expect them to tell you the truth.
It's CBC, don't expect them to tell you the truth.
Identity Attack0.0029228306
Insult0.013972916
Profanity0.009698936
Threat0.0065050707
Severe Toxicity0.00078201294
Low Tox 0.024378212 Low Con 0.155
Apr 16, 2018 How much do refugees and …
I just saw that Tyler has 8.8 million subs...I subbed a long time ago, but was shocked to see how many he has now, so I looked it up -- as of Feb 15th, the …
I just saw that Tyler has 8.8 million subs...I subbed a long time ago, but was shocked to see how many he has now, so I looked it up -- as of Feb 15th, the total was 3.7 million. You mean to tell me that 5.1 MILLION people subbed in the last 6 days?!
Identity Attack0.0048097214
Insult0.00971689
Profanity0.016957775
Threat0.007741391
Severe Toxicity0.0014305115
Low Tox 0.02343543 Constructive 0.598 Meta_Commentary
Feb 22, 2026 Inside Canada's Indian Invasion...
I'll tell you how you all voted for liberals. And Trudeau got in And then he let your vote go, and it's signed, mark Carney, wasn't your choice. It might have been for a few …
I'll tell you how you all voted for liberals. And Trudeau got in And then he let your vote go, and it's signed, mark Carney, wasn't your choice. It might have been for a few wasn't for me
Identity Attack0.0050687063
Insult0.012870909
Profanity0.0103821205
Threat0.006479179
Severe Toxicity0.00077724457
Low Tox 0.023317585 Constructive 0.518
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
No Vacancy. Time to go. 1. Ask 2. Tell 3. Make
No Vacancy. Time to go. 1. Ask 2. Tell 3. Make
Identity Attack0.002552852
Insult0.00983089
Profanity0.0127903465
Threat0.008712323
Severe Toxicity0.0012683868
Low Tox 0.022256956 Low Con 0.277 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
How about you tell us how they make their money instead of just telling us how we make money.
How about you tell us how they make their money instead of just telling us how we make money.
Identity Attack0.0016834025
Insult0.011958904
Profanity0.011236101
Threat0.0060325502
Severe Toxicity0.00056266785
Low Tox 0.022021262 Low Con 0.23 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
If the schools never told the gov about missing students do the employers tell the gov about missing workers?????
If the schools never told the gov about missing students do the employers tell the gov about missing workers?????
Identity Attack0.003311308
Insult0.010590895
Profanity0.011014067
Threat0.006537435
Severe Toxicity0.00081539154
Low Tox 0.021903414 Low Con 0.289
Jan 14, 2026 IRCC Names India in Study …
Usually when you ask a question, it is customary to give someone the time to respond without telling them you don't have a lot of time except for one word answers ...... just sayin'!
Usually when you ask a question, it is customary to give someone the time to respond without telling them you don't have a lot of time except for one word answers ...... just sayin'!
Identity Attack0.0013504218
Insult0.011958904
Profanity0.011167783
Threat0.006097279
Severe Toxicity0.0005912781
Low Tox 0.020960633 Constructive 0.501
Sep 29, 2025 IRCC Names India in Study …
Thank you for saying canada is the greatest country on earth at the beginning. You can tell I'm canadian because I said thank you for this.
Thank you for saying canada is the greatest country on earth at the beginning. You can tell I'm canadian because I said thank you for this.
Identity Attack0.007732552
Insult0.009906891
Profanity0.011560614
Threat0.006220264
Severe Toxicity0.00096321106
Low Tox 0.019728716 Constructive 0.638 Humor_Satire
Feb 15, 2026 Inside Canada's Indian Invasion...
@5:37 Tell that to Minnesota
@5:37 Tell that to Minnesota
Identity Attack0.006992595
Insult0.008823884
Profanity0.0137468055
Threat0.008427517
Severe Toxicity0.0012159348
Low Tox 0.018974753 Moderate Con 0.339 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
UPDATE THIS STORY...tell the truth now that the numbers are out!..
UPDATE THIS STORY...tell the truth now that the numbers are out!..
Identity Attack0.0014059186
Insult0.0088618845
Profanity0.010467518
Threat0.007353018
Severe Toxicity0.000910759
Low Tox 0.01834645 Low Con 0.211
Oct 3, 2018 18 likes How much do refugees and …
My eyes tell a different story
My eyes tell a different story
Identity Attack0.004680229
Insult0.008348881
Profanity0.015113175
Threat0.007689608
Severe Toxicity0.0011587143
Low Tox 0.018095128 Moderate Con 0.384
Dec 24, 2025 33 likes Deportations From Canada at Their …
Explain to me why this couldn't be achieved without Pierre? He lost his seat...you mean to tell me the party couldn't be a party without him?
Explain to me why this couldn't be achieved without Pierre? He lost his seat...you mean to tell me the party couldn't be a party without him?
Identity Attack0.0017666477
Insult0.009906891
Profanity0.010809111
Threat0.006589218
Severe Toxicity0.0006008148
Low Tox 0.017969469 Moderate Con 0.36 Question
Feb 27, 2026 'We do know that there's …
*my brain tells me that this might have been legal +10 years ago, NOT in 2026.*
*my brain tells me that this might have been legal +10 years ago, NOT in 2026.*
Identity Attack0.0029043318
Insult0.00808288
Profanity0.015693882
Threat0.006874025
Severe Toxicity0.0010251999
Low Tox 0.017215505 Low Con 0.289 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Tell that to jd Vance wife, patel and vivek
Tell that to jd Vance wife, patel and vivek
Identity Attack0.002330865
Insult0.009260887
Profanity0.0127561875
Threat0.0072106146
Severe Toxicity0.0009059906
Low Tox 0.014702292 Low Con 0.17
Jan 27, 2026 29 likes Inside Canada's Indian Invasion...
Wish I could tell you my story about permanent residence experience
Wish I could tell you my story about permanent residence experience
Identity Attack0.0030153254
Insult0.0075888764
Profanity0.012346277
Threat0.0072235605
Severe Toxicity0.0010490417
Low Tox 0.0143253105 Moderate Con 0.42 Personal_Narrative
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
What they don't want to tell, is that Ontario is the easiest province to earn permanent residency (PR) in Canada.
What they don't want to tell, is that Ontario is the easiest province to earn permanent residency (PR) in Canada.
Identity Attack0.0042917514
Insult0.00817788
Profanity0.009647697
Threat0.006045496
Severe Toxicity0.0006389618
Low Tox 0.010618322 Moderate Con 0.336
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.