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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 very sad and …" 300 comments · Page 12 of 12
Sad to see a downfall
Sad to see a downfall
Identity Attack0.004402745
Insult0.012414906
Profanity0.016889455
Threat0.00899713
Severe Toxicity0.0015354156
Low Tox 0.038048524 Moderate Con 0.416 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This is just so so sad.
This is just so so sad.
Identity Attack0.0024048607
Insult0.014884921
Profanity0.014225035
Threat0.0070164283
Severe Toxicity0.0010967255
Low Tox 0.038048524 Moderate Con 0.386 Moral_Argument
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm sad that so many people are going through so much pain, according to the polls this is what you asked for you all saw what the liberals did in the past so why would …
I'm sad that so many people are going through so much pain, according to the polls this is what you asked for you all saw what the liberals did in the past so why would you give them 4 more years.
Identity Attack0.0076215584
Insult0.01632893
Profanity0.011492296
Threat0.00704232
Severe Toxicity0.0010347366
Low Tox 0.036634352 Constructive 0.635 Moral_Argument
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Sad. Canada has changed over the last 20 years….
Sad. Canada has changed over the last 20 years….
Identity Attack0.014350293
Insult0.01640493
Profanity0.009084069
Threat0.0059840037
Severe Toxicity0.0010871887
Low Tox 0.034277402 Moderate Con 0.435 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
How sad
How sad
Identity Attack0.0028118372
Insult0.01313691
Profanity0.0137468055
Threat0.0067769317
Severe Toxicity0.0011205673
Low Tox 0.033334624 Moderate Con 0.447
Feb 26, 2026 Inside Canada's Indian Invasion...
Sad
Sad
Identity Attack0.00310782
Insult0.013326911
Profanity0.014498309
Threat0.006977591
Severe Toxicity0.001206398
Low Tox 0.032863233 Constructive 0.506
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Sad
Sad
Identity Attack0.00310782
Insult0.013326911
Profanity0.014498309
Threat0.006977591
Severe Toxicity0.001206398
Low Tox 0.032863233 Constructive 0.504
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Come to New Zealand and you'll see exactly the same. Probably a similar experience in many western countries sadly
Come to New Zealand and you'll see exactly the same. Probably a similar experience in many western countries sadly
Identity Attack0.015154205
Insult0.012680908
Profanity0.012585391
Threat0.006874025
Severe Toxicity0.0011539459
Low Tox 0.032627538 Moderate Con 0.5
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Sad part is that they think its a right, not a privelage, to be in Canada need to tighten imigration laws
Sad part is that they think its a right, not a privelage, to be in Canada need to tighten imigration laws
Identity Attack0.016963007
Insult0.012490907
Profanity0.010143006
Threat0.0064144502
Severe Toxicity0.0009775162
Low Tox 0.032391842 Moderate Con 0.357
Oct 21, 2025 Inside Canada's Indian Metropolis (Brampton)
It's sad that I saw the title in the sidebar and immediately knew this was going to be about my hometown, Bramladesh.
It's sad that I saw the title in the sidebar and immediately knew this was going to be about my hometown, Bramladesh.
Identity Attack0.009619443
Insult0.012110904
Profanity0.017504321
Threat0.0083886795
Severe Toxicity0.0014591217
Low Tox 0.031449065 Moderate Con 0.458
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Its sad..
Its sad..
Identity Attack0.0024418586
Insult0.012756908
Profanity0.01309778
Threat0.00675104
Severe Toxicity0.0009870529
Low Tox 0.029917045 Moderate Con 0.403
Jan 27, 2026 Inside Canada's Indian Invasion...
This is sad.
This is sad.
Identity Attack0.0022568693
Insult0.012490907
Profanity0.012243799
Threat0.0068028234
Severe Toxicity0.00088214874
Low Tox 0.029563503 Moderate Con 0.409 Fear_Threat
Feb 9, 2026 Inside Canada's Indian Invasion...
so sad.
so sad.
Identity Attack0.0016094068
Insult0.013212911
Profanity0.010655395
Threat0.0064468146
Severe Toxicity0.0008249283
Low Tox 0.029092113 Moderate Con 0.449
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
I have many Indian friends who came to Canada over the years. My friends’ families came here for a better life, to integrate into Canadian society, to adopt our values and have started successful businesses …
I have many Indian friends who came to Canada over the years. My friends’ families came here for a better life, to integrate into Canadian society, to adopt our values and have started successful businesses based on those shared values. Sadly things seem to have shifted in the past 10 years…
Identity Attack0.017766917
Insult0.0116169015
Profanity0.010621235
Threat0.0059775305
Severe Toxicity0.0008010864
Low Tox 0.027560094 Constructive 0.701 Personal_Narrative
Feb 6, 2026 3 likes Inside Canada's Indian Invasion...
The national school food program is definitely worthwhile. There’s a lot of children out there whose parents are short on time and cash to provide proper nutrition. It’s a terrible sad thing we should consider …
The national school food program is definitely worthwhile. There’s a lot of children out there whose parents are short on time and cash to provide proper nutrition. It’s a terrible sad thing we should consider bringing back home economics into the classroom.
Identity Attack0.0032928092
Insult0.013896915
Profanity0.010757872
Threat0.006084333
Severe Toxicity0.0006914139
Low Tox 0.02638162 Constructive 0.613 Moral_Argument
Jan 22, 2026 Canada’s new rules in 2026
The birth rate in Canada is 1.3 per couple. In 1961 it was 3.1 per couple. Coincidentally, this was the same time as the availability of the first birth control pill. It’s been on a …
The birth rate in Canada is 1.3 per couple. In 1961 it was 3.1 per couple. Coincidentally, this was the same time as the availability of the first birth control pill. It’s been on a downward trend ever since. Populations can’t sustain themselves. Most western countries have the same problem. So we immigrate, and the countries with the highest birth rates will eventually take over the countries with the lowest it’s a sad reality.
Identity Attack0.009693438
Insult0.011084898
Profanity0.009143848
Threat0.006382086
Severe Toxicity0.00068187714
Low Tox 0.024731753 Moderate Con 0.435
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
So sad...
So sad...
Identity Attack0.001674153
Insult0.0114269
Profanity0.010604155
Threat0.006440342
Severe Toxicity0.0008058548
Low Tox 0.02343543 Moderate Con 0.429
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
It really is sad what happened to Canada’s identity and housing market
It really is sad what happened to Canada’s identity and housing market
Identity Attack0.0064006294
Insult0.010818896
Profanity0.009092609
Threat0.0061231707
Severe Toxicity0.000705719
Low Tox 0.020842785 Moderate Con 0.367
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
I agreed, I am very sad about,
I agreed, I am very sad about,
Identity Attack0.0037182847
Insult0.009488888
Profanity0.013917602
Threat0.006874025
Severe Toxicity0.00093460083
Low Tox 0.018974753 Constructive 0.536
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
You can go to Dubai and get the MRI for a reasonable price. It’s sad but this is the state of our universal heath care today.
You can go to Dubai and get the MRI for a reasonable price. It’s sad but this is the state of our universal heath care today.
Identity Attack0.0056236745
Insult0.010438894
Profanity0.010740792
Threat0.0061749537
Severe Toxicity0.0007247925
Low Tox 0.018849092 Moderate Con 0.444 Economic_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
So sad 😢 I remember going there like 25 years or so ago. It was such a great place. So clean & the people were so cool.
So sad 😢 I remember going there like 25 years or so ago. It was such a great place. So clean & the people were so cool.
Identity Attack0.0023216156
Insult0.007303875
Profanity0.012004685
Threat0.0067834044
Severe Toxicity0.000834465
Low Tox 0.010806813 Constructive 0.59 Personal_Narrative
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Sad really. 👋
Sad really. 👋
Identity Attack0.00009790773
Insult0.00037326256
Profanity0.00002549656
Threat0.00003375721
Severe Toxicity0.0000018694521
Low Tox 0.00094965537
Dec 10, 2025
Many Canadians have pulled their RVs out of northern New York and are finding spots in Ontario instead. Sad that it will affect decent American businesses but there will be many unexpected consequences to the …
Many Canadians have pulled their RVs out of northern New York and are finding spots in Ontario instead. Sad that it will affect decent American businesses but there will be many unexpected consequences to the erratic behaviour of the Trumpet.
Identity Attack0.00011903924
Insult0.00037715834
Profanity0.000028584078
Threat0.000027960263
Severe Toxicity0.0000019255622
Low Tox 0.00084045675 Economic_Argument
Dec 9, 2025 22 likes
And take their kids with them. That why they come here I believe. So sad. Have baby in Canada baby a Canadian citizen, this should not be, parents leave all kids go with them
And take their kids with them. That why they come here I believe. So sad. Have baby in Canada baby a Canadian citizen, this should not be, parents leave all kids go with them
Identity Attack0.0001268618
Insult0.0002289029
Profanity0.00002218595
Threat0.0000871751
Severe Toxicity0.000002496202
Low Tox 0.0007544657
Apr 17, 2025 8 likes
If you get detained in a detention center, too bad so sad. You know the risk but yet many are on the news outraged. As if they didn’t know it was always the possibility
If you get detained in a detention center, too bad so sad. You know the risk but yet many are on the news outraged. As if they didn’t know it was always the possibility
Identity Attack0.000058904992
Insult0.0001595251
Profanity0.000015327774
Threat0.000023224879
Severe Toxicity0.000002106364
Low Tox 0.00039878825 Moral_Argument
Dec 8, 2025

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.