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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
30,738 comments · Page 909 of 1230
hi-vis guy on bike is our strongest soldier
hi-vis guy on bike is our strongest soldier
Identity Attack0.010433395
Insult0.017807651
Profanity0.022423252
Threat0.016465442
Severe Toxicity0.0038719177
Low Tox 0.05750068 Low Con 0.283
Jan 27, 2026 Inside Canada's Indian Invasion...
Been waitin on this, yall gon Lear today
Been waitin on this, yall gon Lear today
Identity Attack0.0060676485
Insult0.020192537
Profanity0.02119352
Threat0.010447056
Severe Toxicity0.0027275085
Low Tox 0.05750068 Low Con 0.298 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
i needed this laugh lmaoooo thank you tyler
i needed this laugh lmaoooo thank you tyler
Identity Attack0.0058456613
Insult0.018065477
Profanity0.05543986
Threat0.009023022
Severe Toxicity0.004234314
Low Tox 0.05750068 Moderate Con 0.415 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Loved that Trinidad guy Hillarious
Loved that Trinidad guy Hillarious
Identity Attack0.013847848
Insult0.023608726
Profanity0.021056883
Threat0.007262398
Severe Toxicity0.0024032593
Low Tox 0.05750068 Moderate Con 0.329
Aug 26, 2025 Why Canadians Are Turning Against …
all of them needs to be held accountable. how many is it in now for ministers of immagration?
all of them needs to be held accountable. how many is it in now for ministers of immagration?
Identity Attack0.014048826
Insult0.019870255
Profanity0.0118338885
Threat0.009722093
Severe Toxicity0.0016307831
Low Tox 0.05750068 Low Con 0.253 Policy_Critique
Feb 26, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Why is IT that you don't show videos showing people being loaded onto planes taking off with these people loaded on them ?? It's not the fault of Canadian Taxpayers that these people arrived in …
Why is IT that you don't show videos showing people being loaded onto planes taking off with these people loaded on them ?? It's not the fault of Canadian Taxpayers that these people arrived in this Country unsecured..
Identity Attack0.019575719
Insult0.01961243
Profanity0.01128734
Threat0.009955117
Severe Toxicity0.0022220612
Low Tox 0.05750068 Moderate Con 0.39 Unverified_Claim
Dec 25, 2025 Deportations From Canada at Their …
If old immigrants are seeing an issue of offsetting the harmony that's our multiculturalism, including old Canadians and original Native Canadians. By the mass immigration policies, bringing/favouring from one country. Then you know there's a …
If old immigrants are seeing an issue of offsetting the harmony that's our multiculturalism, including old Canadians and original Native Canadians. By the mass immigration policies, bringing/favouring from one country. Then you know there's a problem. The end was great. But it lacked lto visualize what I've been saying for years : We leave the bad stuff behind. We share and teach others our cultural aspects. We're not supposed to bring the bad, the reason why we left, with us.
Identity Attack0.038167715
Insult0.020321451
Profanity0.010467518
Threat0.0062526283
Severe Toxicity0.001411438
Low Tox 0.05750068 Constructive 0.824 Policy_Critique
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is not populated enough. They need more people in
Canada is not populated enough. They need more people in
Identity Attack0.03894114
Insult0.018258847
Profanity0.014054239
Threat0.008375733
Severe Toxicity0.0024604797
Low Tox 0.05750068 Low Con 0.266
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Check Vancouver next, its China
Check Vancouver next, its China
Identity Attack0.034558404
Insult0.018581128
Profanity0.014669105
Threat0.008945347
Severe Toxicity0.0024604797
Low Tox 0.05750068 Low Con 0.284 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
1st world countries have been living the high life for to long anyway. It's good to see the world change but not into a rich or poor without middle class
1st world countries have been living the high life for to long anyway. It's good to see the world change but not into a rich or poor without middle class
Identity Attack0.024600167
Insult0.020063626
Profanity0.014703264
Threat0.006809296
Severe Toxicity0.0016212463
Low Tox 0.05750068 Moderate Con 0.427
Aug 26, 2025 Why Canadians Are Turning Against …
This situation is gonna end in civil war.
This situation is gonna end in civil war.
Identity Attack0.0071035884
Insult0.009355888
Profanity0.017709278
Threat0.03856628
Severe Toxicity0.0028800964
Low Tox 0.05750068 Low Con 0.118 Fear_Threat
Aug 27, 2025 Why Canadians Are Turning Against …
8:20 alright this guy should be president
8:20 alright this guy should be president
Identity Attack0.010211408
Insult0.02012808
Profanity0.020373698
Threat0.009307829
Severe Toxicity0.00289917
Low Tox 0.05750068 Low Con 0.198 Call_To_Action
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Temporary residents are allowed to get a PAL or gun license, this just shocks me .
Temporary residents are allowed to get a PAL or gun license, this just shocks me .
Identity Attack0.00673361
Insult0.017227544
Profanity0.012585391
Threat0.012492486
Severe Toxicity0.0018882751
Low Tox 0.05750068 Moderate Con 0.375 Fear_Threat
Feb 26, 2026 25 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Mass deportation by STOP government funding. Would welcome help from U.S. with I.C.E.
Mass deportation by STOP government funding. Would welcome help from U.S. with I.C.E.
Identity Attack0.018369852
Insult0.013820915
Profanity0.00995513
Threat0.008919456
Severe Toxicity0.0015735626
Low Tox 0.05750068 Moderate Con 0.472 Call_To_Action
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
total 'jeet removal
total 'jeet removal
Identity Attack0.006992595
Insult0.028061481
Profanity0.02836696
Threat0.009955117
Severe Toxicity0.0041007996
Low Tox 0.05750068 Low Con 0.245
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
great, the roads and possibly hospitals can have a small relief if all return to their cherished homelands
great, the roads and possibly hospitals can have a small relief if all return to their cherished homelands
Identity Attack0.01666154
Insult0.019741343
Profanity0.011219022
Threat0.0074954215
Severe Toxicity0.0018405914
Low Tox 0.05750068 Moderate Con 0.336
Jan 15, 2026 14 likes 2.9 million Canadian temporary visas …
I live in a similar area in the UK. Many people can't see how communities are being destroyed. I feel for Canada. I visited Quebec and prefer there as the French language stops this from …
I live in a similar area in the UK. Many people can't see how communities are being destroyed. I feel for Canada. I visited Quebec and prefer there as the French language stops this from happening there!
Identity Attack0.022791367
Insult0.018258847
Profanity0.011970525
Threat0.010990778
Severe Toxicity0.0019550323
Low Tox 0.05750068 Constructive 0.838 Comparative_Framing
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
W 👑
W 👑
Identity Attack0.0050317086
Insult0.023479814
Profanity0.07999486
Threat0.007573096
Severe Toxicity0.0048828125
Low Tox 0.05750068 Moderate Con 0.392
Feb 26, 2026 Inside Canada's Indian Invasion...
Do not redeem!
Do not redeem!
Identity Attack0.003311308
Insult0.019225692
Profanity0.015728042
Threat0.009100696
Severe Toxicity0.0018501282
Low Tox 0.05750068 Moderate Con 0.356 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
From multiculture to biculture to uniculture
From multiculture to biculture to uniculture
Identity Attack0.039972372
Insult0.014086916
Profanity0.019143965
Threat0.007754337
Severe Toxicity0.0027656555
Low Tox 0.05750068 Low Con 0.241 Identity_Assertion
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Not fast enough....that number should be 100 000 a day...all those that have invaded canada in pass 20 yrs.
Not fast enough....that number should be 100 000 a day...all those that have invaded canada in pass 20 yrs.
Identity Attack0.025404079
Insult0.018452216
Profanity0.011048226
Threat0.00814271
Severe Toxicity0.0018692017
Low Tox 0.05725329 Moderate Con 0.353 Call_To_Action
Dec 27, 2025 1 likes Deportations From Canada at Their …
And the crime-minister is too busy jet setting to spas around the globe to notice…
And the crime-minister is too busy jet setting to spas around the globe to notice…
Identity Attack0.0036812867
Insult0.0279513
Profanity0.010604155
Threat0.0072235605
Severe Toxicity0.0010871887
Low Tox 0.05725329 Low Con 0.203 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The number of immigration has skyrocketed in 2024 and prior years at record high as well. So these deportations balances it out. The downside of it tho is that tax payer money is used to …
The number of immigration has skyrocketed in 2024 and prior years at record high as well. So these deportations balances it out. The downside of it tho is that tax payer money is used to deport many of them.
Identity Attack0.02821777
Insult0.0154929245
Profanity0.011236101
Threat0.008129764
Severe Toxicity0.0013828278
Low Tox 0.05725329 Constructive 0.55
Dec 23, 2025 3 likes Deportations From Canada at Their …
Employers should be aware of SINs before hiring people. I am also an immigrant, but my dad worked hard as a skilled worker to bring us here to Canada. I pay my duly taxes monthly …
Employers should be aware of SINs before hiring people. I am also an immigrant, but my dad worked hard as a skilled worker to bring us here to Canada. I pay my duly taxes monthly and yearly. So I find it unfair when people work under the table. However, I've noticed that some students, who never attend their classes, end up in high positions with well-paying jobs at big companies. Meanwhile, I can't count how many refugees and immigrants are in low-income brackets, receiving 100% coverage for their medication and a monthly allowance from the government. In contrast, Canadian senior citizens still have to pay 20-30% of their medication costs and don't get the same privileges when it comes to their essentials. It frustrates me that the government makes our senior citizens suffer at retirement age, even after they've worked so hard for so many years. Yet they still struggle to pay for their own medication and necessities. I've encountered many rude refugees and people on income support from other countries who feel entitled to special treatment just because they are under government programs. Ironically, some of them come wearing luxury clothes and bags—like Gucci and Louis Vuitton. As I said, I am an immigrant too, but my heart goes out to those who have fully earned the support and benefits they deserve.
Identity Attack0.027011903
Insult0.024768941
Profanity0.01402008
Threat0.006543908
Severe Toxicity0.0014591217
Low Tox 0.05725329 Constructive 0.87 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
Stop tracking
Stop tracking
Identity Attack0.0051427023
Insult0.016936934
Profanity0.018529098
Threat0.008867673
Severe Toxicity0.0017261505
Low Tox 0.05725329 Moderate Con 0.422 Call_To_Action
Dec 11, 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.