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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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Active: "The FACTS is that there …" 357 comments · Page 13 of 15
They are selfmade. They worked hard. They have low cime rates. Accept the fact that, they work hard.
They are selfmade. They worked hard. They have low cime rates. Accept the fact that, they work hard.
Identity Attack0.004587734
Insult0.026444806
Profanity0.01402008
Threat0.006485652
Severe Toxicity0.0012969971
Low Tox 0.056016337 Moderate Con 0.318
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Fact: Pierre Poilievre can't fix what he is complaining about.
Fact: Pierre Poilievre can't fix what he is complaining about.
Identity Attack0.0022753682
Insult0.030375287
Profanity0.011543535
Threat0.006045496
Severe Toxicity0.0007390976
Low Tox 0.056016337 Low Con 0.227 Policy_Critique
Feb 24, 2026 2 likes 'We do know that there's …
Fun fact: There are literal Sikh grade schools in Brampton
Fun fact: There are literal Sikh grade schools in Brampton
Identity Attack0.038425524
Insult0.017872108
Profanity0.023652986
Threat0.007573096
Severe Toxicity0.0024795532
Low Tox 0.054531995 Low Con 0.246 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
that guy at 5:00 was mostly talking facts
that guy at 5:00 was mostly talking facts
Identity Attack0.0068446035
Insult0.01890341
Profanity0.02303812
Threat0.007624879
Severe Toxicity0.002193451
Low Tox 0.054284602 Low Con 0.288 Meta_Commentary
Jan 27, 2026 12 likes Inside Canada's Indian Invasion...
Guy on the bike speaking facts
Guy on the bike speaking facts
Identity Attack0.0050317086
Insult0.0233509
Profanity0.016821137
Threat0.0079873605
Severe Toxicity0.0019836426
Low Tox 0.054037213 Moderate Con 0.308 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Being passive can bring out truthful and fact which is what Michelle has done.
Being passive can bring out truthful and fact which is what Michelle has done.
Identity Attack0.0025713511
Insult0.028061481
Profanity0.012346277
Threat0.006162008
Severe Toxicity0.0010156631
Low Tox 0.05205809 Moderate Con 0.429
Oct 1, 2025 IRCC Names India in Study …
Indians are good for Canada 🇨🇦 economy get your facts right.
Indians are good for Canada 🇨🇦 economy get your facts right.
Identity Attack0.038425524
Insult0.015872927
Profanity0.012722028
Threat0.0063626673
Severe Toxicity0.0016880035
Low Tox 0.05205809 Low Con 0.215 Economic_Argument
Feb 23, 2026 2 likes Inside Canada's Indian Invasion...
5:33 man I love this guy ! Speaking facts
5:33 man I love this guy ! Speaking facts
Identity Attack0.009693438
Insult0.016024929
Profanity0.024609445
Threat0.009955117
Severe Toxicity0.0032806396
Low Tox 0.051810697 Moderate Con 0.45 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Isolated cases of unlicensed driving shouldn't overshadow the facts: South Asians make up nearly 1 in 4 truckers across Canada. This community isn't just 'participating' in the sector—they are running it and keeping the country’s …
Isolated cases of unlicensed driving shouldn't overshadow the facts: South Asians make up nearly 1 in 4 truckers across Canada. This community isn't just 'participating' in the sector—they are running it and keeping the country’s shelves stocked
Identity Attack0.034816213
Insult0.017936565
Profanity0.010621235
Threat0.006479179
Severe Toxicity0.0012493134
Low Tox 0.051563308 Moderate Con 0.452 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I've read India has the biggest number of unemployed men under 50ty. No wonder why they're moving to different countries despite the fact the life is easier in India, like he said.
I've read India has the biggest number of unemployed men under 50ty. No wonder why they're moving to different countries despite the fact the life is easier in India, like he said.
Identity Attack0.04667538
Insult0.016556932
Profanity0.011936366
Threat0.006763986
Severe Toxicity0.0015830994
Low Tox 0.051563308 Constructive 0.636 Comparative_Framing
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k deportations might represent a comparably active effort for Canada, and 18k might be creditable for a Liberal government. But the effort sounds rather bureaucratic, and focused only on rejected refugee applications. I would want to know how many of these "deportations" are entirely on paper -- "your application has been rejected, please let yourself out at your earliest convenience." They spent roughly $5k per deportee, and that would cover air fare if the deportations were done privately, but adjudication costs money, and governments find many ways to make everything much more expensive. Also, if refugee claims can be judged false or inadequate, where are the efforts to determine whether "students" are really students? By the same token, the world is a dangerous place. I figure all those living in any of the many violent inner-city neighborhoods in the US have reason to fear for their lives. Similar facts are true of many millions around the world, and most of them would be rejected by Canadian immigration because they'd be safe if they simply moved to places they can't afford.
Identity Attack0.015455672
Insult0.022255141
Profanity0.014259194
Threat0.0074565844
Severe Toxicity0.0015640259
Low Tox 0.050078966 Constructive 0.685 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
Fun fact: most Punjabis in Canada are permanent citizens
Fun fact: most Punjabis in Canada are permanent citizens
Identity Attack0.042550452
Insult0.018258847
Profanity0.014600786
Threat0.006272047
Severe Toxicity0.0016212463
Low Tox 0.049089402 Moderate Con 0.331 Question
Feb 9, 2026 Inside Canada's Indian Invasion...
12:53 just facts !
12:53 just facts !
Identity Attack0.005660672
Insult0.013858915
Profanity0.019348921
Threat0.008090926
Severe Toxicity0.002708435
Low Tox 0.04760506 Moderate Con 0.319 Meta_Commentary
Dec 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The bike guy speaking facts!
The bike guy speaking facts!
Identity Attack0.0028118372
Insult0.026960457
Profanity0.013268576
Threat0.0061749537
Severe Toxicity0.0010919571
Low Tox 0.04686289 Moderate Con 0.359 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
No. The Ukrainians came mostly from the Austro-Hungarian Empire. Galicia, in fact. Now, modern day Poland.
No. The Ukrainians came mostly from the Austro-Hungarian Empire. Galicia, in fact. Now, modern day Poland.
Identity Attack0.033784978
Insult0.013212911
Profanity0.017504321
Threat0.007340072
Severe Toxicity0.0018024445
Low Tox 0.046120718 Moderate Con 0.311
Jun 28, 2025 1 likes How Canada broke its immigration …
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
Identity Attack0.027614836
Insult0.017292
Profanity0.011577694
Threat0.006835188
Severe Toxicity0.0016880035
Low Tox 0.046120718 Moderate Con 0.459 Solidarity
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than …
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than the average Canadian tax payer
Identity Attack0.017264472
Insult0.02051482
Profanity0.01084327
Threat0.0064468146
Severe Toxicity0.0011110306
Low Tox 0.045131154 Moderate Con 0.356 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Bike dude is my spirit brother, facts brother
Bike dude is my spirit brother, facts brother
Identity Attack0.0074365693
Insult0.018838953
Profanity0.021125201
Threat0.0076766624
Severe Toxicity0.0020313263
Low Tox 0.044636376 Moderate Con 0.445 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Fun fact. Anglos occupied India for 200 years, taught everyone English and built 28,000 churches.
Fun fact. Anglos occupied India for 200 years, taught everyone English and built 28,000 churches.
Identity Attack0.03223813
Insult0.012756908
Profanity0.014874061
Threat0.007754337
Severe Toxicity0.0017547607
Low Tox 0.044388983 Low Con 0.255 Comparative_Framing
Feb 21, 2026 Inside Canada's Indian Invasion...
Vassi is asking for facts while Michelle is offering feelings. Boy, does this ever sound familiar…
Vassi is asking for facts while Michelle is offering feelings. Boy, does this ever sound familiar…
Identity Attack0.0024233595
Insult0.02373764
Profanity0.010809111
Threat0.006045496
Severe Toxicity0.0008010864
Low Tox 0.04240986 Low Con 0.256 Meta_Commentary
Feb 24, 2026 2 likes 'We do know that there's …
Fact: You lost your own seat.
Fact: You lost your own seat.
Identity Attack0.0015169121
Insult0.018001022
Profanity0.011663092
Threat0.0068869707
Severe Toxicity0.00094890594
Low Tox 0.041172907 Low Con 0.169 Meta_Commentary
Feb 25, 2026 'We do know that there's …
Fact, bears eat beats. Bears, Beats Battlestar Galactica
Fact, bears eat beats. Bears, Beats Battlestar Galactica
Identity Attack0.0059936526
Insult0.013858915
Profanity0.01805087
Threat0.00967031
Severe Toxicity0.0018024445
Low Tox 0.040925518 Low Con 0.142 Humor_Satire
Feb 23, 2026 5 likes 'We do know that there's …
It’s not the amount it’s the fact they get served first due to their refugee status .
It’s not the amount it’s the fact they get served first due to their refugee status .
Identity Attack0.022188433
Insult0.013630914
Profanity0.012107162
Threat0.00675104
Severe Toxicity0.0011920929
Low Tox 0.040183347 Low Con 0.285
Jun 25, 2019 6 likes How much do refugees and …
Bike man is speaking facts.
Bike man is speaking facts.
Identity Attack0.0058456613
Insult0.020321451
Profanity0.01261955
Threat0.0060908063
Severe Toxicity0.0010442734
Low Tox 0.036162965 Low Con 0.3 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Fun Fact - Punjab exists in both India and Pakistan, so People saying that they're from Punjab is a good cover to not say which country they're from.
Fun Fact - Punjab exists in both India and Pakistan, so People saying that they're from Punjab is a good cover to not say which country they're from.
Identity Attack0.026408968
Insult0.013592913
Profanity0.016137952
Threat0.00704232
Severe Toxicity0.0012588501
Low Tox 0.03592727 Moderate Con 0.436 Unverified_Claim
Jan 27, 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.