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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: "From Canada. This is the …" 6,088 comments · Page 227 of 244
WE NEED ICE HERE IN CANADA.
WE NEED ICE HERE IN CANADA.
Identity Attack0.0048097214
Insult0.008918885
Profanity0.010996987
Threat0.008492245
Severe Toxicity0.0016403198
Low Tox 0.019854378 Low Con 0.275
Dec 29, 2025 Deportations From Canada at Their …
so what are you doing canada?
so what are you doing canada?
Identity Attack0.006770608
Insult0.009868891
Profanity0.010689554
Threat0.0061814263
Severe Toxicity0.0009059906
Low Tox 0.019854378 Low Con 0.277 Question
Jan 18, 2026 2.9 million Canadian temporary visas …
We need ICE in Canada now
We need ICE in Canada now
Identity Attack0.006363631
Insult0.009032886
Profanity0.010996987
Threat0.008220384
Severe Toxicity0.0012779236
Low Tox 0.019854378 Low Con 0.252
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Sikhs started settling in Canada in 1898 .
Sikhs started settling in Canada in 1898 .
Identity Attack0.011839314
Insult0.008918885
Profanity0.012585391
Threat0.0071070488
Severe Toxicity0.0010251999
Low Tox 0.019728716 Low Con 0.26
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
11:29 so tyler found him before rcmp and Canadas border patrol… bruh
11:29 so tyler found him before rcmp and Canadas border patrol… bruh
Identity Attack0.00310782
Insult0.010020891
Profanity0.01041628
Threat0.007081157
Severe Toxicity0.0008392334
Low Tox 0.019728716 Low Con 0.294 Meta_Commentary
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Thanks bro for showing the real Canada
Thanks bro for showing the real Canada
Identity Attack0.009619443
Insult0.010286893
Profanity0.011099464
Threat0.0067834044
Severe Toxicity0.0011920929
Low Tox 0.019603057 Moderate Con 0.426 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
We’re done in Canada. We’re so open minded…..you get it.
We’re done in Canada. We’re so open minded…..you get it.
Identity Attack0.0050687063
Insult0.010666896
Profanity0.010996987
Threat0.006874025
Severe Toxicity0.000872612
Low Tox 0.019603057 Low Con 0.286 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks for the video Tyler, much needed help here in Canada. Remigration soon hopefully but I'm not holding by breath.
Thanks for the video Tyler, much needed help here in Canada. Remigration soon hopefully but I'm not holding by breath.
Identity Attack0.006511623
Insult0.0096028885
Profanity0.010091767
Threat0.0067316215
Severe Toxicity0.00081539154
Low Tox 0.019603057 Constructive 0.617
Jan 27, 2026 Inside Canada's Indian Invasion...
I feel sorry for Canada😢
I feel sorry for Canada😢
Identity Attack0.00880549
Insult0.008595883
Profanity0.009733095
Threat0.006848133
Severe Toxicity0.00096321106
Low Tox 0.019603057 Moderate Con 0.469 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Ice for Canada! I will join in a heartbeat
Ice for Canada! I will join in a heartbeat
Identity Attack0.005105704
Insult0.008576883
Profanity0.012175481
Threat0.009955117
Severe Toxicity0.0016117096
Low Tox 0.019603057 Moderate Con 0.432 Call_To_Action
Feb 10, 2026 Deportations From Canada at Their …
Respect the law of Canada. We as an immigrant be great full for giving as the opportunity. Respect ❤ Canada
Respect the law of Canada. We as an immigrant be great full for giving as the opportunity. Respect ❤ Canada
Identity Attack0.011247349
Insult0.008785884
Profanity0.01173141
Threat0.0064144502
Severe Toxicity0.0009059906
Low Tox 0.019603057 Constructive 0.565 Solidarity
Aug 26, 2025 Why Canadians Are Turning Against …
Upgrade the network infrastructure in Atlantic Canada, it's like we're living in the 1980's over here...
Upgrade the network infrastructure in Atlantic Canada, it's like we're living in the 1980's over here...
Identity Attack0.004180758
Insult0.0113509
Profanity0.00995513
Threat0.006045496
Severe Toxicity0.00071048737
Low Tox 0.019477395 Moderate Con 0.307
Jan 12, 2026 Canada’s new rules in 2026
canada did redeem.
canada did redeem.
Identity Attack0.007473567
Insult0.009868891
Profanity0.0113044195
Threat0.0071717775
Severe Toxicity0.0009870529
Low Tox 0.019477395 Low Con 0.259 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I did not even know there were cars in Canada...
I did not even know there were cars in Canada...
Identity Attack0.00880549
Insult0.0096028885
Profanity0.010330882
Threat0.0064079775
Severe Toxicity0.0010347366
Low Tox 0.019477395 Moderate Con 0.328
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada needs its own ICE
Canada needs its own ICE
Identity Attack0.0071775843
Insult0.009545889
Profanity0.0113215
Threat0.0074954215
Severe Toxicity0.0012397766
Low Tox 0.019477395 Low Con 0.16 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
We cannot say "I don't agree with this" without losing our jobs which a lot of our taxes goes to foreign wages and Canada keeps printing money.
We cannot say "I don't agree with this" without losing our jobs which a lot of our taxes goes to foreign wages and Canada keeps printing money.
Identity Attack0.006178642
Insult0.010248893
Profanity0.010057608
Threat0.0060325502
Severe Toxicity0.0006580353
Low Tox 0.019351736 Constructive 0.53 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Being a citizen of Canada and 'Canadian' are two very different things.
Being a citizen of Canada and 'Canadian' are two very different things.
Identity Attack0.012139536
Insult0.009051885
Profanity0.010125926
Threat0.005877201
Severe Toxicity0.00079631805
Low Tox 0.019351736 Moderate Con 0.384 Identity_Assertion
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada has all the necessary conditions to establish real manufacturing industries and increase production. With the presence of migrant labor such as workers from India—who are willing to accept lower wages than Canadian workers and …
Canada has all the necessary conditions to establish real manufacturing industries and increase production. With the presence of migrant labor such as workers from India—who are willing to accept lower wages than Canadian workers and others—the equation becomes clear: lower costs, higher output, and greater profitability. This workforce represents a real investment for those who know how to manage human resources and the economy intelligently.
Identity Attack0.011099357
Insult0.010210892
Profanity0.009417122
Threat0.0059548756
Severe Toxicity0.0007867813
Low Tox 0.019226074 Constructive 0.517 Economic_Argument
Feb 27, 2026 Inside Canada's Indian Invasion...
Canada is not an "economic zone", it is our home. Let's keep it that way.
Canada is not an "economic zone", it is our home. Let's keep it that way.
Identity Attack0.00725158
Insult0.009906891
Profanity0.009767254
Threat0.0065827454
Severe Toxicity0.00084400177
Low Tox 0.019226074 Moderate Con 0.44 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
My father immigrated to Canada from India in 1961 to complete his PhD, where he met my mother, a local farm girl. They married, and he soon joined Agriculture Canada as a research scientist at …
My father immigrated to Canada from India in 1961 to complete his PhD, where he met my mother, a local farm girl. They married, and he soon joined Agriculture Canada as a research scientist at the Regina Research Station in 1963. Over his remarkable 40-year career, he contributed significantly to the evolution of herbicide research during a transformative era for Canadian agriculture. In the 1960s, as herbicide use surged across the prairies—building on early selective compounds like 2,4-D introduced post-World War II—his work focused on environmental residues and applicator safety, helping refine application methods amid a boom that saw the number of available herbicides in Canada and the U.S. rise from about 25 in 1950 to over 100 by the end of the decade. This period marked the widespread adoption of chemicals for weed control, enabling reduced tillage and boosting crop yields in grain production. By the 1970s, Agriculture Canada's efforts intensified with the introduction of groundbreaking non-selective herbicides like glyphosate, which revolutionized prairie farming by facilitating no-till practices and minimizing soil erosion while controlling persistent weeds. My father's studies on herbicide drift, persistence in air and soil, and human exposure played a key role in ensuring safer, more effective use, aligning with broader innovations that transformed western Canada's grain sector into a global powerhouse. Into the 1980s, as resistance issues emerged and manufacturing processes improved to reduce contaminants like dioxins in phenoxy herbicides, his research supported sustainable advancements, including better monitoring and guidelines that influenced international standards. Through these decades, his pioneering contributions helped develop and optimize herbicides now employed worldwide, fundamentally changing farming practices and enhancing productivity across the vast Canadian prairies.
Identity Attack0.0053276913
Insult0.011920903
Profanity0.011936366
Threat0.006809296
Severe Toxicity0.0009441376
Low Tox 0.019226074 Constructive 0.633 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
CANADA IS LIKE THAT! WE CAN'T GO TO CANADA .WE ALL GET CHECK ! ASIAN HERE
CANADA IS LIKE THAT! WE CAN'T GO TO CANADA .WE ALL GET CHECK ! ASIAN HERE
Identity Attack0.020465802
Insult0.0029913438
Profanity0.00009030148
Threat0.00020251989
Severe Toxicity0.0000040622645
Low Tox 0.019197736 Unverified_Claim
Dec 11, 2025
Dear Canada, I admire your politeness, can do attitude to acquire better business with other countries and your stand for”Elbows Up”! I am sorry the U.S.A. is not a better and respectful neighbor through our …
Dear Canada, I admire your politeness, can do attitude to acquire better business with other countries and your stand for”Elbows Up”! I am sorry the U.S.A. is not a better and respectful neighbor through our current shameless government administration. Be well and do what you must.
Identity Attack0.00013077578
Insult0.015129442
Profanity0.00017793183
Threat0.000048101545
Severe Toxicity0.0000022707145
Low Tox 0.019032147
Dec 10, 2025
This is Canada?
This is Canada?
Identity Attack0.011025362
Insult0.008937885
Profanity0.010894509
Threat0.0061749537
Severe Toxicity0.00088214874
Low Tox 0.018974753 Moderate Con 0.34
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Who's from Canada🇨🇦
Who's from Canada🇨🇦
Identity Attack0.01087737
Insult0.009450888
Profanity0.013473531
Threat0.006738094
Severe Toxicity0.0012874603
Low Tox 0.018974753 Moderate Con 0.367 Meta_Commentary
Jan 27, 2026 1 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.