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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: "Who is here in india" 2,270 comments · Page 90 of 91
I am from india
I am from india
Identity Attack0.015154205
Insult0.010780896
Profanity0.018255826
Threat0.008556974
Severe Toxicity0.0019454956
Low Tox 0.025203144 Moderate Con 0.471 Identity_Assertion
Feb 13, 2026 Inside Canada's Indian Invasion...
Can-INDIA
Can-INDIA
Identity Attack0.012441003
Insult0.011882903
Profanity0.020920247
Threat0.007883795
Severe Toxicity0.0022029877
Low Tox 0.02449606 Low Con 0.271
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is my favorite region of India!
Canada is my favorite region of India!
Identity Attack0.014450782
Insult0.009678889
Profanity0.015386449
Threat0.0072106146
Severe Toxicity0.0018787384
Low Tox 0.02402467 Moderate Con 0.405 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
So Punjab is not a part of India right?
So Punjab is not a part of India right?
Identity Attack0.015154205
Insult0.010172892
Profanity0.015249812
Threat0.006815769
Severe Toxicity0.0012207031
Low Tox 0.023906821 Low Con 0.247 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
India on top bro
India on top bro
Identity Attack0.013847848
Insult0.011274899
Profanity0.01941724
Threat0.008259222
Severe Toxicity0.00207901
Low Tox 0.023906821 Moderate Con 0.309 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I mean also traffic lights are different in india than in canada, fluffy gave a good introduction to it, its more of an suggestion.
I mean also traffic lights are different in india than in canada, fluffy gave a good introduction to it, its more of an suggestion.
Identity Attack0.010507392
Insult0.012072904
Profanity0.012277958
Threat0.0061231707
Severe Toxicity0.00084400177
Low Tox 0.023553278 Moderate Con 0.401 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
India 🕉️❌ Punjab ✅
India 🕉️❌ Punjab ✅
Identity Attack0.015857628
Insult0.015416925
Profanity0.023379711
Threat0.009178371
Severe Toxicity0.0034713745
Low Tox 0.023317585 Low Con 0.207 Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
Didn’t know India had snow till now
Didn’t know India had snow till now
Identity Attack0.0103594
Insult0.010096892
Profanity0.016069634
Threat0.00746953
Severe Toxicity0.0013923645
Low Tox 0.023317585 Moderate Con 0.349 Humor_Satire
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 …
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 immigrant/year, china 20.000 immigrants/year,....). The second, canada must empower for each territories/provinces to decide how much foreign people can study/work/live in there
Identity Attack0.015857628
Insult0.008994885
Profanity0.009562299
Threat0.006356194
Severe Toxicity0.0008916855
Low Tox 0.022964042 Constructive 0.576 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Can-India…..
Can-India…..
Identity Attack0.012842959
Insult0.012148905
Profanity0.017982552
Threat0.007262398
Severe Toxicity0.0018596649
Low Tox 0.022610499 Moderate Con 0.318 Meta_Commentary
Oct 7, 2025 1 likes Why Canadians Are Turning Against …
Punjab and india are not different india is Punjab and Punjab is india🇮🇳🇮🇳🇮🇳🇮🇳
Punjab and india are not different india is Punjab and Punjab is india🇮🇳🇮🇳🇮🇳🇮🇳
Identity Attack0.014249804
Insult0.0113509
Profanity0.015488927
Threat0.007573096
Severe Toxicity0.0020694733
Low Tox 0.022610499 Moderate Con 0.319 Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
India...
India...
Identity Attack0.012340514
Insult0.010590895
Profanity0.015386449
Threat0.0072882893
Severe Toxicity0.0015640259
Low Tox 0.021903414 Moderate Con 0.435
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
This is the only advance development and clean city in india
This is the only advance development and clean city in india
Identity Attack0.010137413
Insult0.009488888
Profanity0.013610168
Threat0.0079873605
Severe Toxicity0.0015830994
Low Tox 0.020960633 Low Con 0.268 Comparative_Framing
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
India Ontario
India Ontario
Identity Attack0.0103594
Insult0.011008898
Profanity0.014498309
Threat0.006492125
Severe Toxicity0.0014591217
Low Tox 0.020842785 Moderate Con 0.446 Meta_Commentary
Feb 26, 2026 Inside Canada's Indian Invasion...
From 18000 to 750,000. That’s a solid vote bank for the politicians (this is a common political practice in countries like India).
From 18000 to 750,000. That’s a solid vote bank for the politicians (this is a common political practice in countries like India).
Identity Attack0.012061302
Insult0.009906891
Profanity0.011133623
Threat0.0068028234
Severe Toxicity0.00084400177
Low Tox 0.020607091 Moderate Con 0.31
Sep 19, 2025 171 likes Inside Canada's Indian Metropolis (Brampton)
I live in India 🎉
I live in India 🎉
Identity Attack0.01087737
Insult0.00975489
Profanity0.018187506
Threat0.008401625
Severe Toxicity0.0018501282
Low Tox 0.020607091 Moderate Con 0.487 Personal_Narrative
Feb 18, 2026 Inside Canada's Indian Invasion...
100 percent tarrifs on India and Canada
100 percent tarrifs on India and Canada
Identity Attack0.009693438
Insult0.009564889
Profanity0.01084327
Threat0.0069387536
Severe Toxicity0.0010633469
Low Tox 0.02035702 Low Con 0.154 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Go India 😂😂😂😂😂😂
Go India 😂😂😂😂😂😂
Identity Attack0.011543332
Insult0.013896915
Profanity0.019280603
Threat0.008815889
Severe Toxicity0.002746582
Low Tox 0.020231359 Moderate Con 0.328
Dec 28, 2025 Inside Canada's Indian Metropolis (Brampton)
1.6 billion people live in India and about 33 percent want to move to America. That is a big population shift.
1.6 billion people live in India and about 33 percent want to move to America. That is a big population shift.
Identity Attack0.012061302
Insult0.008709883
Profanity0.01174849
Threat0.0065827454
Severe Toxicity0.0008869171
Low Tox 0.019728716 Low Con 0.262 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
INDIA
INDIA
Identity Attack0.010433395
Insult0.009298887
Profanity0.016069634
Threat0.007534259
Severe Toxicity0.0016117096
Low Tox 0.019477395 Moderate Con 0.491
Jan 27, 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 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...
WATCHING FROM INDIA. LOVE CANADAIAN PEOPLE FROM INDIA. ✌🇮🇳🙏❤
WATCHING FROM INDIA. LOVE CANADAIAN PEOPLE FROM INDIA. ✌🇮🇳🙏❤
Identity Attack0.010211408
Insult0.0086718835
Profanity0.01309778
Threat0.007521313
Severe Toxicity0.0016784668
Low Tox 0.018849092 Moderate Con 0.475 Solidarity
Oct 14, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
This was an awesome documentary about India Jr.
This was an awesome documentary about India Jr.
Identity Attack0.00828752
Insult0.009070885
Profanity0.016752819
Threat0.008440462
Severe Toxicity0.0015354156
Low Tox 0.018723432 Moderate Con 0.41 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
18,000 people multiplied by a $500 one way ticket to india comes to only 9 million.
18,000 people multiplied by a $500 one way ticket to india comes to only 9 million.
Identity Attack0.008435511
Insult0.00817788
Profanity0.01220964
Threat0.0073918556
Severe Toxicity0.001039505
Low Tox 0.01834645 Low Con 0.261
Dec 26, 2025 Deportations From Canada at Their …

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.