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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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30,738 comments · Page 898 of 1230
I am concerned about the comments here! Right now we need to welcome people from the US escaping ICE! We need to be humane! I agree that we need to be discerning to risky people, …
I am concerned about the comments here! Right now we need to welcome people from the US escaping ICE! We need to be humane! I agree that we need to be discerning to risky people, and there needs to be limits. But this is an emergency situation! We need to help good people who are at risk and just wanting a better life! How would you like to be in their shoes?? It would be scary! Lets be the safe place to land for these good people!! Even though I am tenth generation Canadian, we are all immigrants except for the First Nations People.
Identity Attack0.024600167
Insult0.024640027
Profanity0.01627459
Threat0.0077025536
Severe Toxicity0.0018310547
Low Tox 0.06104896 Constructive 0.859
Dec 29, 2025 Deportations From Canada at Their …
Is it india or Canada ? Does Canada need a mister Trump ?.
Is it india or Canada ? Does Canada need a mister Trump ?.
Identity Attack0.022188433
Insult0.024124376
Profanity0.011782649
Threat0.006653947
Severe Toxicity0.0015544891
Low Tox 0.06104896 Low Con 0.161 Question
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Canada has NEVER voted for Carney, he was placed! He’s not the decision maker, he is being managed…by globalists!
Canada has NEVER voted for Carney, he was placed! He’s not the decision maker, he is being managed…by globalists!
Identity Attack0.011617327
Insult0.028722567
Profanity0.011099464
Threat0.006589218
Severe Toxicity0.0012874603
Low Tox 0.06104896 Low Con 0.216
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
Wake up Canada and fight the system
Wake up Canada and fight the system
Identity Attack0.021183543
Insult0.016100928
Profanity0.01309778
Threat0.023371955
Severe Toxicity0.0024318695
Low Tox 0.06104896 Low Con 0.268
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
yo bike guy is legit
yo bike guy is legit
Identity Attack0.008953481
Insult0.0233509
Profanity0.026180768
Threat0.00899713
Severe Toxicity0.0030136108
Low Tox 0.06104896 Moderate Con 0.354 Meta_Commentary
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
do YOU seriously believe 500 yrs ago locals in ''Canada'' spoke Inglish or Frank??? Get over it folks, over time whole worlds change and always will.
do YOU seriously believe 500 yrs ago locals in ''Canada'' spoke Inglish or Frank??? Get over it folks, over time whole worlds change and always will.
Identity Attack0.021786476
Insult0.023221988
Profanity0.01402008
Threat0.0067057298
Severe Toxicity0.0016975403
Low Tox 0.06104896 Low Con 0.208 Comparative_Framing
Dec 25, 2025 Inside Canada's Indian Metropolis (Brampton)
We don’t feel now living in Canada. It looks India as a result of issuance of too many student visas to one specific country.
We don’t feel now living in Canada. It looks India as a result of issuance of too many student visas to one specific country.
Identity Attack0.04925346
Insult0.018967867
Profanity0.011167783
Threat0.006194372
Severe Toxicity0.0015258789
Low Tox 0.06104896 Moderate Con 0.411
Oct 1, 2025 IRCC Names India in Study …
So far did not see a single statue of Jesus
So far did not see a single statue of Jesus
Identity Attack0.039972372
Insult0.014390918
Profanity0.017436003
Threat0.0074565844
Severe Toxicity0.0021362305
Low Tox 0.06104896 Moderate Con 0.312 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
The border crossing is absolute cinema 🤣
The border crossing is absolute cinema 🤣
Identity Attack0.007288578
Insult0.022190686
Profanity0.024062896
Threat0.0071588317
Severe Toxicity0.002746582
Low Tox 0.06104896 Low Con 0.277
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
REMIGRATION NOW.
REMIGRATION NOW.
Identity Attack0.027815815
Insult0.013402912
Profanity0.012585391
Threat0.008168601
Severe Toxicity0.002708435
Low Tox 0.06104896 Low Con 0.139 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am not prepared to share my bread with newcomers because I do not have enough to feed my family. Read between the lines.
I am not prepared to share my bread with newcomers because I do not have enough to feed my family. Read between the lines.
Identity Attack0.022590388
Insult0.020321451
Profanity0.013644327
Threat0.00746953
Severe Toxicity0.0017738342
Low Tox 0.06104896 Moderate Con 0.455
Jan 3, 2026 New rules, regulations take effect …
Probably has to do with all lacks immigration policies that allowed criminals in our country
Probably has to do with all lacks immigration policies that allowed criminals in our country
Identity Attack0.0053778375
Insult0.021745417
Profanity0.00006109141
Threat0.00046677887
Severe Toxicity0.0000035311427
Low Tox 0.0607882
Dec 7, 2025 1 likes
5:14 I love Africans
5:14 I love Africans
Identity Attack0.039714564
Insult0.017614283
Profanity0.026044132
Threat0.010214032
Severe Toxicity0.0046157837
Low Tox 0.06065326 Moderate Con 0.368 Solidarity
Mar 2, 2026 Inside Canada's Indian Invasion...
How the West was lost.
How the West was lost.
Identity Attack0.01766643
Insult0.017549826
Profanity0.019280603
Threat0.009463178
Severe Toxicity0.0021839142
Low Tox 0.06065326 Low Con 0.287
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm born in Quebec, I moved in different provinces for work and when I came back, i was treated like an immigrant. Go figure
I'm born in Quebec, I moved in different provinces for work and when I came back, i was treated like an immigrant. Go figure
Identity Attack0.04280826
Insult0.019419061
Profanity0.011406898
Threat0.0061814263
Severe Toxicity0.0012969971
Low Tox 0.06065326 Constructive 0.617
Nov 23, 2025 13 likes Quebec Ends Economic Immigration Program …
They just cutting from the middle, they need to take care of the source, Who are giving them study permits ? This will get better when they are gone.
They just cutting from the middle, they need to take care of the source, Who are giving them study permits ? This will get better when they are gone.
Identity Attack0.0045692353
Insult0.021868404
Profanity0.013473531
Threat0.011379151
Severe Toxicity0.0015449524
Low Tox 0.06065326 Moderate Con 0.323 Policy_Critique
Sep 30, 2025 1 likes IRCC Names India in Study …
Investigate Immigration Canada ffs
Investigate Immigration Canada ffs
Identity Attack0.034300596
Insult0.018645585
Profanity0.02433617
Threat0.0073789097
Severe Toxicity0.0024318695
Low Tox 0.06065326 Low Con 0.234 Call_To_Action
Feb 19, 2026 Canadian immigration officers investigating hundreds …
DEI doesn’t work anywhere only one culture can dominate and one culture has to be submissive we get to decide which one ☝️
DEI doesn’t work anywhere only one culture can dominate and one culture has to be submissive we get to decide which one ☝️
Identity Attack0.021083053
Insult0.019161236
Profanity0.013063621
Threat0.007249452
Severe Toxicity0.0016593933
Low Tox 0.06065326 Moderate Con 0.359 Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
They are draining all the money out of North America.
They are draining all the money out of North America.
Identity Attack0.01857083
Insult0.019934712
Profanity0.013268576
Threat0.007301235
Severe Toxicity0.0013542175
Low Tox 0.06065326 Low Con 0.195 Economic_Argument
Jan 27, 2026 Canada’s new rules in 2026
Correction; how Turdeau and the Liberals broke Canadas immigration system.
Correction; how Turdeau and the Liberals broke Canadas immigration system.
Identity Attack0.017264472
Insult0.024897853
Profanity0.010535837
Threat0.0069646453
Severe Toxicity0.0013160706
Low Tox 0.06065326 Low Con 0.176
Jul 25, 2025 2 likes How Canada broke its immigration …
I think you have missed the point: People DO NOT actually TRUST ONE-ANOTHER VERY MUCH. So people sit down TRYING YO DEVISE "PLANS" such that the think that they are MINIMIZING the risks inherent in …
I think you have missed the point: People DO NOT actually TRUST ONE-ANOTHER VERY MUCH. So people sit down TRYING YO DEVISE "PLANS" such that the think that they are MINIMIZING the risks inherent in INTERACTING WITH PEOPLE THAT YOU DO NOT TRUST, AS IF YOU CAN TRUST THEM. This NEVER WORKS and always makes a big bizarre mess.
Identity Attack0.0029783275
Insult0.028392024
Profanity0.013678487
Threat0.0062914654
Severe Toxicity0.0012683868
Low Tox 0.06065326 Moderate Con 0.489 Moral_Argument
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Looks like a snowy version of Australia
Looks like a snowy version of Australia
Identity Attack0.034042787
Insult0.020772645
Profanity0.021056883
Threat0.00823333
Severe Toxicity0.0030708313
Low Tox 0.06065326 Low Con 0.276
Jan 27, 2026 Inside Canada's Indian Invasion...
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of …
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of the Canadians accepted foreign work experience so they created thier own jobs . B4 asking why aren’t you integrating has Canada asked the tough questions to themselves why do they make it hard for ppl to find jobs in the first place ? In India community is a strong feature no matter where you are they will create an environment that replicates home to ensure their roots stay strong and it’s also for support, loneliness and many things . Now ppl from India don’t just come to Canada due to job crisis back home they come bcz they want to escape the 1.4 billion population and suffocation that comes with it . The negative thing about Indians is they don’t know what’s right n wrong . It’s a thin line bcz that common sense isn’t taught in India . In India your in a race if you snooze you loose so those bad habits of trying to beat the competition comes with a world of bad manners and bad civic sense . Which now unfortunately due to cities like these won’t go away . They’ll stay the same bcz Brampton is that home away from home comfort pillow tat screams LETS NOT CHANGE .
Identity Attack0.03223813
Insult0.026702631
Profanity0.015249812
Threat0.006479179
Severe Toxicity0.0018978119
Low Tox 0.06065326 Constructive 0.671 Policy_Critique
Nov 9, 2025 Inside Canada's Indian Metropolis (Brampton)
What’s so tragic? The lawyer loosing his clients ant their money is not a tragedy!
What’s so tragic? The lawyer loosing his clients ant their money is not a tragedy!
Identity Attack0.0024233595
Insult0.028722567
Profanity0.011697251
Threat0.0064597605
Severe Toxicity0.0010156631
Low Tox 0.06065326 Low Con 0.281 Humor_Satire
Nov 24, 2025 2 likes Quebec Ends Economic Immigration Program …
🇮🇳🤮🇮🇳🤮🇮🇳🤮🇮🇳🤮🇮🇳🤮
🇮🇳🤮🇮🇳🤮🇮🇳🤮🇮🇳🤮🇮🇳🤮
Identity Attack0.016862517
Insult0.026702631
Profanity0.062454045
Threat0.010239923
Severe Toxicity0.010070801
Low Tox 0.06065326 Low Con 0.188 Identity_Assertion
Feb 5, 2026 3 likes 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.