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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.

Search & Filter

Search comment text, filter by category or toxicity level
30,738 comments · Page 1118 of 1230
I knew it was Brampton
I knew it was Brampton
Identity Attack0.004587734
Insult0.009545889
Profanity0.0166845
Threat0.00746953
Severe Toxicity0.0012159348
Low Tox 0.019351736 Moderate Con 0.376
Sep 18, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Oh there’s plenty of new laws and rules coming with Xi-Carney.
Oh there’s plenty of new laws and rules coming with Xi-Carney.
Identity Attack0.002552852
Insult0.010438894
Profanity0.011458136
Threat0.0067898775
Severe Toxicity0.0008869171
Low Tox 0.019351736 Low Con 0.136
Jan 17, 2026 Canada’s new rules in 2026
PUNJAB ❌ POONJAB ✅
PUNJAB ❌ POONJAB ✅
Identity Attack0.011247349
Insult0.013896915
Profanity0.020920247
Threat0.008000307
Severe Toxicity0.0027656555
Low Tox 0.019351736 Low Con 0.12 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I thought this was going to be about Surrey.
I thought this was going to be about Surrey.
Identity Attack0.0076585566
Insult0.008766884
Profanity0.015147334
Threat0.0077672824
Severe Toxicity0.001206398
Low Tox 0.019351736 Moderate Con 0.336
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler back at it again with the quality content. Stay safe bro
Tyler back at it again with the quality content. Stay safe bro
Identity Attack0.0034223017
Insult0.010362893
Profanity0.014839902
Threat0.008738215
Severe Toxicity0.0012779236
Low Tox 0.019351736 Moderate Con 0.424 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
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...
She could’ve applied for French speakers stream and easily gotten a PR
She could’ve applied for French speakers stream and easily gotten a PR
Identity Attack0.0065486208
Insult0.009944891
Profanity0.013644327
Threat0.0070552654
Severe Toxicity0.0010347366
Low Tox 0.019226074 Low Con 0.291 Question
Feb 11, 2026 Canada's tighter immigration policy divides …
This is not bad news Good for those who are legal.
This is not bad news Good for those who are legal.
Identity Attack0.0063266335
Insult0.008329881
Profanity0.012687869
Threat0.007586042
Severe Toxicity0.0011396408
Low Tox 0.019226074 Moderate Con 0.344
Dec 26, 2025 Deportations From Canada at Their …
اذا قمت بترجمة اضغط لايك
اذا قمت بترجمة اضغط لايك
Identity Attack0.0021458757
Insult0.009355888
Profanity0.017094411
Threat0.0075083673
Severe Toxicity0.0014686584
Low Tox 0.019226074 Low Con 0.287 Advertisement_Spam
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
The video was very helpful. After watching it once, I completed two practice mock tests on the Toronto and Richmond library websites and scored 20/20 in the exam
The video was very helpful. After watching it once, I completed two practice mock tests on the Toronto and Richmond library websites and scored 20/20 in the exam
Identity Attack0.004088263
Insult0.009317887
Profanity0.01579636
Threat0.0071847234
Severe Toxicity0.0011920929
Low Tox 0.019226074 Constructive 0.539 Personal_Narrative
Aug 1, 2025 2 likes Canadian Citizenship Test 2025 – …
not by chance that as soon as the pm was placed, he immediately went to the UK
not by chance that as soon as the pm was placed, he immediately went to the UK
Identity Attack0.0037367835
Insult0.009982891
Profanity0.011594773
Threat0.006763986
Severe Toxicity0.0007677078
Low Tox 0.019226074 Low Con 0.217 Unverified_Claim
Nov 21, 2025 8 likes Thousands of refugees allowed into …
great journalism
great journalism
Identity Attack0.0053276913
Insult0.00979289
Profanity0.0166845
Threat0.007935578
Severe Toxicity0.0014591217
Low Tox 0.019226074 Moderate Con 0.416
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow
Wow
Identity Attack0.0034777985
Insult0.009526889
Profanity0.016889455
Threat0.007573096
Severe Toxicity0.0015068054
Low Tox 0.019226074 Moderate Con 0.475
Jan 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...
In Singapore this will be solved I. 1 weeks or less
In Singapore this will be solved I. 1 weeks or less
Identity Attack0.0057346676
Insult0.00817788
Profanity0.013576009
Threat0.009359611
Severe Toxicity0.0014019012
Low Tox 0.019226074 Low Con 0.281 Comparative_Framing
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Downtown in Browntown
Downtown in Browntown
Identity Attack0.0054756827
Insult0.009906891
Profanity0.015728042
Threat0.007741391
Severe Toxicity0.001335144
Low Tox 0.019226074 Moderate Con 0.333
Sep 18, 2025 69 likes Inside Canada's Indian Metropolis (Brampton)
Wow
Wow
Identity Attack0.0034777985
Insult0.009526889
Profanity0.016889455
Threat0.007573096
Severe Toxicity0.0015068054
Low Tox 0.019226074 Moderate Con 0.47
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow
Wow
Identity Attack0.0034777985
Insult0.009526889
Profanity0.016889455
Threat0.007573096
Severe Toxicity0.0015068054
Low Tox 0.019226074 Moderate Con 0.47
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
The Poojab people
The Poojab people
Identity Attack0.009915425
Insult0.013326911
Profanity0.018392462
Threat0.0074306927
Severe Toxicity0.0017547607
Low Tox 0.019226074 Low Con 0.202 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
Wow
Wow
Identity Attack0.0034777985
Insult0.009526889
Profanity0.016889455
Threat0.007573096
Severe Toxicity0.0015068054
Low Tox 0.019226074 Moderate Con 0.475
Jan 27, 2026 Inside Canada's Indian Invasion...
Design is what it really is !! .......... just like the rising inflation on FOOD!!!
Design is what it really is !! .......... just like the rising inflation on FOOD!!!
Identity Attack0.0020996283
Insult0.010362893
Profanity0.010074687
Threat0.0057995263
Severe Toxicity0.0006580353
Low Tox 0.019226074 Low Con 0.266 Economic_Argument
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
Bike guy is an absolute legend.
Bike guy is an absolute legend.
Identity Attack0.003884775
Insult0.011046898
Profanity0.015010698
Threat0.007262398
Severe Toxicity0.0012397766
Low Tox 0.019226074 Moderate Con 0.439 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
We need our own i.c.e division
We need our own i.c.e division
Identity Attack0.0046987277
Insult0.009127886
Profanity0.013644327
Threat0.0078449575
Severe Toxicity0.0011873245
Low Tox 0.019226074 Low Con 0.284
Sep 29, 2025 1 likes IRCC Names India in Study …
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Identity Attack0.005660672
Insult0.009488888
Profanity0.018734055
Threat0.0091524795
Severe Toxicity0.0020313263
Low Tox 0.019226074 Moderate Con 0.486
Aug 24, 2025 1 likes Why Canadians Are Turning Against …

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.