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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

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Active: "This is the work of …" 1,725 comments · Page 65 of 69
theyre working at tim hortons!
theyre working at tim hortons!
Identity Attack0.0033298072
Insult0.0107048955
Profanity0.014122557
Threat0.007197669
Severe Toxicity0.0012016296
Low Tox 0.019854378 Low Con 0.286
Oct 2, 2025 IRCC Names India in Study …
"Oh I can't be honest, I work for the city"
"Oh I can't be honest, I work for the city"
Identity Attack0.0030338243
Insult0.009982891
Profanity0.012892825
Threat0.0066151097
Severe Toxicity0.0008773804
Low Tox 0.019477395 Moderate Con 0.38 Meta_Commentary
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...
Keep up the good work
Keep up the good work
Identity Attack0.0046987277
Insult0.009241886
Profanity0.017299367
Threat0.008815889
Severe Toxicity0.0016403198
Low Tox 0.019100413 Moderate Con 0.404 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
In Japan many people work as temporary workers They sign contracts, when the contract is up they leave and get paid a big chunk of the money the company was keeping for them and a …
In Japan many people work as temporary workers They sign contracts, when the contract is up they leave and get paid a big chunk of the money the company was keeping for them and a bonus, to make sure they leave. Sometimes they extend their contract , but they do have to leave for for a month to get the money. Japan is making sure everybody is keeping their part of the deal. Why can't we have it here? Why TEMPORARY workers demand to stay?
Identity Attack0.00932346
Insult0.009336887
Profanity0.011201942
Threat0.006045496
Severe Toxicity0.0007581711
Low Tox 0.018849092 Constructive 0.726 Comparative_Framing
Feb 11, 2026 15 likes Canada's tighter immigration policy divides …
nice work
nice work
Identity Attack0.0050687063
Insult0.009051885
Profanity0.018187506
Threat0.008686432
Severe Toxicity0.0018787384
Low Tox 0.018723432 Moderate Con 0.496
Jan 28, 2026 Inside Canada's Indian Invasion...
I wish i had a fulltime job that pays me $21 an hour. Shes doing a lot better than most people for sure. Its not only the youth that arw having a hard time finding …
I wish i had a fulltime job that pays me $21 an hour. Shes doing a lot better than most people for sure. Its not only the youth that arw having a hard time finding work, its ALL ages. People get laid off then have these same issues
Identity Attack0.0027378413
Insult0.00971689
Profanity0.012961143
Threat0.0063367756
Severe Toxicity0.00067710876
Low Tox 0.018723432 Constructive 0.732
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Some of them working in my factory
Some of them working in my factory
Identity Attack0.0048837173
Insult0.008994885
Profanity0.015864678
Threat0.00823333
Severe Toxicity0.001411438
Low Tox 0.01859777 Moderate Con 0.423
Oct 1, 2025 1 likes IRCC Names India in Study …
They are working at Walmart, Wendy's Mcdonalds, food court vendors, etc... They are not missing !
They are working at Walmart, Wendy's Mcdonalds, food court vendors, etc... They are not missing !
Identity Attack0.0024788564
Insult0.011920903
Profanity0.010330882
Threat0.006155535
Severe Toxicity0.0007247925
Low Tox 0.01859777 Constructive 0.579 Personal_Narrative
Oct 2, 2025 IRCC Names India in Study …
You should've asked everyone saying "THEY DON'T WORK" - what do they do? Everything would be instantly clearer.
You should've asked everyone saying "THEY DON'T WORK" - what do they do? Everything would be instantly clearer.
Identity Attack0.0014429165
Insult0.010438894
Profanity0.00998929
Threat0.0060066585
Severe Toxicity0.000538826
Low Tox 0.01847211 Low Con 0.253
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
don't worry, hard working people's tax dollars will save everyone....
don't worry, hard working people's tax dollars will save everyone....
Identity Attack0.0027008436
Insult0.0113889
Profanity0.009852652
Threat0.0059030927
Severe Toxicity0.0005888939
Low Tox 0.01847211 Low Con 0.262
Oct 1, 2025 IRCC Names India in Study …
So they would be looking if they actually did the work!
So they would be looking if they actually did the work!
Identity Attack0.0017666477
Insult0.00975489
Profanity0.012312118
Threat0.0066733654
Severe Toxicity0.00074863434
Low Tox 0.01834645 Low Con 0.207
Sep 30, 2025 IRCC Names India in Study …
They are not missing they’re working at Tim Hortons,KFC,Burger King and the government knows
They are not missing they’re working at Tim Hortons,KFC,Burger King and the government knows
Identity Attack0.0026638457
Insult0.010894896
Profanity0.0117997285
Threat0.006317357
Severe Toxicity0.0008201599
Low Tox 0.017969469 Moderate Con 0.368 Unverified_Claim
Oct 20, 2025 IRCC Names India in Study …
Doing gods work 🙏🏼
Doing gods work 🙏🏼
Identity Attack0.005364689
Insult0.008709883
Profanity0.016547862
Threat0.0069646453
Severe Toxicity0.0013542175
Low Tox 0.017969469 Moderate Con 0.435 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
Identity Attack0.003607291
Insult0.00971689
Profanity0.011236101
Threat0.006375613
Severe Toxicity0.00066280365
Low Tox 0.017843807 Low Con 0.21 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
they are all working for tim horton's and amazon
they are all working for tim horton's and amazon
Identity Attack0.004421244
Insult0.010134893
Profanity0.013405213
Threat0.006530962
Severe Toxicity0.00086307526
Low Tox 0.017592486 Low Con 0.155
Sep 30, 2025 3 likes IRCC Names India in Study …
Why people don't work at Tim Horton's anywhere anymore.
Why people don't work at Tim Horton's anywhere anymore.
Identity Attack0.0018961402
Insult0.0103248935
Profanity0.010057608
Threat0.0061814263
Severe Toxicity0.0005722046
Low Tox 0.017592486 Moderate Con 0.314 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you Tyler. You're doing gods work!
Thank you Tyler. You're doing gods work!
Identity Attack0.0041067624
Insult0.009431887
Profanity0.016616182
Threat0.0067186756
Severe Toxicity0.0011348724
Low Tox 0.017341165 Moderate Con 0.475 Solidarity
Jan 28, 2026 6 likes Inside Canada's Indian Invasion...
i love your work, always an interesting watch
i love your work, always an interesting watch
Identity Attack0.005253696
Insult0.008937885
Profanity0.017982552
Threat0.008492245
Severe Toxicity0.0016307831
Low Tox 0.017341165 Moderate Con 0.41 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m 25 and if I had a child right now I’d need to work a second job just to keep from going into debt. That’s why birth rates are low. It’s an economic problem, not …
I’m 25 and if I had a child right now I’d need to work a second job just to keep from going into debt. That’s why birth rates are low. It’s an economic problem, not a fertility problem.
Identity Attack0.00310782
Insult0.008500882
Profanity0.010979908
Threat0.0065050707
Severe Toxicity0.000667572
Low Tox 0.017089844 Moderate Con 0.464 Economic_Argument
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
They're working security at Salvation Army Thrift Stores.
They're working security at Salvation Army Thrift Stores.
Identity Attack0.0029968263
Insult0.009013886
Profanity0.010638315
Threat0.0074048014
Severe Toxicity0.0008392334
Low Tox 0.016712861 Moderate Con 0.405
Sep 29, 2025 IRCC Names India in Study …
Age limit for international workers ,I am 56 years from Nepal .I would like to work in Canada .Is it ok from the gov. of Australia ,please ?
Age limit for international workers ,I am 56 years from Nepal .I would like to work in Canada .Is it ok from the gov. of Australia ,please ?
Identity Attack0.008065533
Insult0.008044879
Profanity0.010467518
Threat0.0063432488
Severe Toxicity0.00071525574
Low Tox 0.016587202 Constructive 0.567 Question
Jan 21, 2026 Why Canada’s immigration system has …
My supervisor has over stayed her work visa by almost a year. Says because she applied for an extension she won't get deported even though that extension won't likely be approved for another year.
My supervisor has over stayed her work visa by almost a year. Says because she applied for an extension she won't get deported even though that extension won't likely be approved for another year.
Identity Attack0.004439743
Insult0.007816878
Profanity0.010689554
Threat0.0069516995
Severe Toxicity0.00066280365
Low Tox 0.01608456 Constructive 0.688 Personal_Narrative
Feb 19, 2026 Canadian immigration officers investigating hundreds …
They're working at Tim Hortons
They're working at Tim Hortons
Identity Attack0.003903274
Insult0.00979289
Profanity0.014805742
Threat0.007327127
Severe Toxicity0.0011396408
Low Tox 0.01608456 Moderate Con 0.363 Meta_Commentary
Sep 28, 2025 1 likes IRCC Names India in Study …
How many are on public money, not working?!
How many are on public money, not working?!
Identity Attack0.0016371552
Insult0.009545889
Profanity0.009835573
Threat0.005812472
Severe Toxicity0.0005245209
Low Tox 0.01608456 Low Con 0.25 Question
Jan 28, 2026 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.