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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Most Canadians are not against …" 3,707 comments · Page 141 of 149
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...
Multicultural act was passed in 1988. Didn't' happen yesterday. Decades of wanting to feel better about ourselves and not protecting true Canadian heritage/culture. The heritage/culture that was celebrated after the world wars.
Multicultural act was passed in 1988. Didn't' happen yesterday. Decades of wanting to feel better about ourselves and not protecting true Canadian heritage/culture. The heritage/culture that was celebrated after the world wars.
Identity Attack0.008657498
Insult0.009982891
Profanity0.009596458
Threat0.0060196044
Severe Toxicity0.0007247925
Low Tox 0.019603057 Constructive 0.579
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian they are nice kind generous , i love this country
Canadian they are nice kind generous , i love this country
Identity Attack0.010137413
Insult0.009013886
Profanity0.015147334
Threat0.007417747
Severe Toxicity0.0014972687
Low Tox 0.019603057 Moderate Con 0.497 Solidarity
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Good luck Canadian
Good luck Canadian
Identity Attack0.010137413
Insult0.0088618845
Profanity0.013985921
Threat0.008077981
Severe Toxicity0.0014781952
Low Tox 0.019351736 Moderate Con 0.433
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
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)
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 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...
Canadian natives?
Canadian natives?
Identity Attack0.012340514
Insult0.008557882
Profanity0.010928668
Threat0.006259101
Severe Toxicity0.0008916855
Low Tox 0.019226074 Moderate Con 0.324 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
This is because the Canadian government’s decade of unvetted immigration.
This is because the Canadian government’s decade of unvetted immigration.
Identity Attack0.00456813
Insult0.005338501
Profanity0.000034871184
Threat0.00010889099
Severe Toxicity0.000002251686
Low Tox 0.019138617 Unverified_Claim
Dec 7, 2025 42 likes
As a Canadian thanks for this content, they're all the way up north, too.
As a Canadian thanks for this content, they're all the way up north, too.
Identity Attack0.008842488
Insult0.00983089
Profanity0.0103821205
Threat0.006602164
Severe Toxicity0.0008678436
Low Tox 0.018849092 Constructive 0.603 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
as a Canadian thank you for making this video i hope the government does something!!
as a Canadian thank you for making this video i hope the government does something!!
Identity Attack0.008509507
Insult0.008538882
Profanity0.01354185
Threat0.0077672824
Severe Toxicity0.0013542175
Low Tox 0.018849092 Constructive 0.524 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians are extremely nice people :)
Canadians are extremely nice people :)
Identity Attack0.0103594
Insult0.009070885
Profanity0.016137952
Threat0.007365964
Severe Toxicity0.0014400482
Low Tox 0.018723432 Moderate Con 0.447 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Some of what he said basically if that effort would been applied to Canadians maybe we would not be in this position
Some of what he said basically if that effort would been applied to Canadians maybe we would not be in this position
Identity Attack0.009249465
Insult0.009070885
Profanity0.010535837
Threat0.0065568537
Severe Toxicity0.0007390976
Low Tox 0.018723432 Moderate Con 0.414 Policy_Critique
Feb 22, 2026 LILLEY UNLEASHED: The fall of …
I'm an immigrant, move here for 25 years and me and my kids adapted to the culture and I agree with all the Canadians.
I'm an immigrant, move here for 25 years and me and my kids adapted to the culture and I agree with all the Canadians.
Identity Attack0.011987305
Insult0.00813988
Profanity0.011816809
Threat0.0065827454
Severe Toxicity0.00094890594
Low Tox 0.01847211 Constructive 0.774
Aug 27, 2025 Why Canadians Are Turning Against …
As a Canadian thank you for making this video.
As a Canadian thank you for making this video.
Identity Attack0.010137413
Insult0.0086718835
Profanity0.014634945
Threat0.007857903
Severe Toxicity0.0015258789
Low Tox 0.01847211 Moderate Con 0.487 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Let's implement measures to increase the Canadian birth rate.
Let's implement measures to increase the Canadian birth rate.
Identity Attack0.0076585566
Insult0.0075508766
Profanity0.010262563
Threat0.008246276
Severe Toxicity0.0010681152
Low Tox 0.01847211 Low Con 0.197
Dec 28, 2025 Deportations From Canada at Their …
5:54 Life saving health care treatment? What about Canadian citizens who've waited months/years in the queue for treatment?
5:54 Life saving health care treatment? What about Canadian citizens who've waited months/years in the queue for treatment?
Identity Attack0.0058826595
Insult0.009184887
Profanity0.009920971
Threat0.0064985976
Severe Toxicity0.0007247925
Low Tox 0.01822079 Moderate Con 0.442
Dec 24, 2025 1 likes Deportations From Canada at Their …
Canadian brothers, hold strong, we’ll have our homes again ✊🏻 Much love from your southern neighbor 🇺🇸
Canadian brothers, hold strong, we’ll have our homes again ✊🏻 Much love from your southern neighbor 🇺🇸
Identity Attack0.009286462
Insult0.008880884
Profanity0.011423977
Threat0.0074306927
Severe Toxicity0.0011825562
Low Tox 0.01822079 Moderate Con 0.495 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian I knew it was Brampton just from the title of the video Edit: when the video was first uploaded it didn't have Brampton in the title.
As a Canadian I knew it was Brampton just from the title of the video Edit: when the video was first uploaded it didn't have Brampton in the title.
Identity Attack0.007917541
Insult0.008709883
Profanity0.013780965
Threat0.0073789097
Severe Toxicity0.001001358
Low Tox 0.01822079 Moderate Con 0.466
Sep 18, 2025 5,006 likes Inside Canada's Indian Metropolis (Brampton)
canadians should focus on the jail adn bail laws allowing crimes happen in canada
canadians should focus on the jail adn bail laws allowing crimes happen in canada
Identity Attack0.010415502
Insult0.0019468118
Profanity0.000048686343
Threat0.00056124787
Severe Toxicity0.000004771392
Low Tox 0.01815275
Dec 7, 2025 4 likes
GOoD for You JamCan . From a fellow Canadian Born yet JamCan. 🏝️🇯🇲
GOoD for You JamCan . From a fellow Canadian Born yet JamCan. 🏝️🇯🇲
Identity Attack0.0075845607
Insult0.010096892
Profanity0.011150704
Threat0.006382086
Severe Toxicity0.0009584427
Low Tox 0.018095128 Constructive 0.528
Sep 8, 2025 2 likes Why Canadians Are Turning Against …
After seeing this like i support all these woman & men who want to enjoy canadian values. If you read this and moved here or born and raised but support this video you are beautiful …
After seeing this like i support all these woman & men who want to enjoy canadian values. If you read this and moved here or born and raised but support this video you are beautiful people
Identity Attack0.0075105648
Insult0.008443882
Profanity0.013029462
Threat0.007029374
Severe Toxicity0.001168251
Low Tox 0.018095128 Constructive 0.633 Solidarity
Aug 29, 2025 19 likes Why Canadians Are Turning Against …
We Canadians need to show the power of the people...
We Canadians need to show the power of the people...
Identity Attack0.009545447
Insult0.008633883
Profanity0.010706633
Threat0.0074048014
Severe Toxicity0.001115799
Low Tox 0.017969469 Moderate Con 0.386
Oct 3, 2025 1 likes Why Canadians Are Turning Against …
If there anysingh we canadians can do to help?
If there anysingh we canadians can do to help?
Identity Attack0.008768492
Insult0.008975885
Profanity0.01128734
Threat0.0066280556
Severe Toxicity0.00086307526
Low Tox 0.017969469 Moderate Con 0.417
Oct 28, 2025 IRCC Names India in Study …
They are alreay become canadian citizens
They are alreay become canadian citizens
Identity Attack0.0103594
Insult0.008424882
Profanity0.011048226
Threat0.006375613
Severe Toxicity0.00093460083
Low Tox 0.017843807 Low Con 0.255
Sep 28, 2025 IRCC Names India in Study …

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.