Skip to content
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 950 of 1230
Mass Immigration continues to be a problem in Canada, and until Carney gets this under control Canadians will increasing be opposed to it.
Mass Immigration continues to be a problem in Canada, and until Carney gets this under control Canadians will increasing be opposed to it.
Identity Attack0.023595277
Insult0.016784932
Profanity0.0092292465
Threat0.006874025
Severe Toxicity0.001168251
Low Tox 0.0466155 Moderate Con 0.456 Policy_Critique
Feb 17, 2026 22 likes LILLEY UNLEASHED: The fall of …
5:11 🤣🤣
5:11 🤣🤣
Identity Attack0.0037182847
Insult0.013782915
Profanity0.038154904
Threat0.0077154995
Severe Toxicity0.005264282
Low Tox 0.0466155 Moderate Con 0.316
Jan 27, 2026 Inside Canada's Indian Invasion...
Go to any grocery store in gta, no customers speak english
Go to any grocery store in gta, no customers speak english
Identity Attack0.011987305
Insult0.01632893
Profanity0.012926984
Threat0.0066280556
Severe Toxicity0.0012588501
Low Tox 0.0466155 Low Con 0.203 Unverified_Claim
Dec 24, 2025 Deportations From Canada at Their …
They do not communicate with Canadians at all. Why did the PM let them in????
They do not communicate with Canadians at all. Why did the PM let them in????
Identity Attack0.027614836
Insult0.015416925
Profanity0.011048226
Threat0.006265574
Severe Toxicity0.0012493134
Low Tox 0.0466155 Low Con 0.237 Policy_Critique
Dec 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
OBEY and believe in your masters.
OBEY and believe in your masters.
Identity Attack0.0048097214
Insult0.017485369
Profanity0.015044857
Threat0.008285114
Severe Toxicity0.0018310547
Low Tox 0.046368107 Low Con 0.172
Jul 23, 2019 1 likes How much do refugees and …
I get what people are saying in regards to the more recent influx BUT for everyone talking about deportation……..you DO REALIZE THAT all of us who aren’t Native ARE immigrants & at some point we …
I get what people are saying in regards to the more recent influx BUT for everyone talking about deportation……..you DO REALIZE THAT all of us who aren’t Native ARE immigrants & at some point we or our ancestors did this to the Native people. Just think about it & again I get WHY people feel that way but we ALL essentially took Canada from the Native people so we ALL as a country NEED to do better!!!! 👍🙂
Identity Attack0.025806036
Insult0.01617693
Profanity0.010706633
Threat0.006317357
Severe Toxicity0.0014972687
Low Tox 0.046368107 Constructive 0.722 Moral_Argument
Aug 28, 2025 Why Canadians Are Turning Against …
In Scotland, the Indian community has been a superb addition to our society. Granted, this happened decades ago, but they have integrated, and all the first gen ones I know consider themselves to be Scottish …
In Scotland, the Indian community has been a superb addition to our society. Granted, this happened decades ago, but they have integrated, and all the first gen ones I know consider themselves to be Scottish first and foremost. The citizens from their adjoining country are a bit of a different story tho.
Identity Attack0.042550452
Insult0.014732921
Profanity0.021876704
Threat0.007301235
Severe Toxicity0.0019931793
Low Tox 0.046368107 Constructive 0.796 Solidarity
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Only a few million more to go
Only a few million more to go
Identity Attack0.012943448
Insult0.014504919
Profanity0.016547862
Threat0.010964886
Severe Toxicity0.0025939941
Low Tox 0.046368107 Low Con 0.21 Fear_Threat
Feb 18, 2026 48 likes Canadian immigration officers investigating hundreds …
Finally a video on the famous Brampton 😂
Finally a video on the famous Brampton 😂
Identity Attack0.008657498
Insult0.015036922
Profanity0.025497584
Threat0.010809537
Severe Toxicity0.0032806396
Low Tox 0.046368107 Low Con 0.276 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
CTV news is concerned with taxpayer money? 😂😂😂😂
CTV news is concerned with taxpayer money? 😂😂😂😂
Identity Attack0.004162259
Insult0.020643732
Profanity0.013678487
Threat0.0060649146
Severe Toxicity0.0011730194
Low Tox 0.046368107 Low Con 0.137 Humor_Satire
Dec 24, 2025 Deportations From Canada at Their …
The over breeding plan of these many nations have come to fruition.
The over breeding plan of these many nations have come to fruition.
Identity Attack0.013646871
Insult0.01465692
Profanity0.015147334
Threat0.009204263
Severe Toxicity0.0022029877
Low Tox 0.046368107 Low Con 0.158 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I have friends and colleagues I care deeply about that will be negatively affected by this... and I still support it! Canada needs to prioritize its citizens and it continues to fail to do this …
I have friends and colleagues I care deeply about that will be negatively affected by this... and I still support it! Canada needs to prioritize its citizens and it continues to fail to do this in so many sectors. It succeeds in others but food and job insecurity, and then housing, are massive issues in this country that could easily be avoided if the government stepped in. It doesn't matter what your political views are - take care of the citizens, even if it hurts people you care about that aren't citizens.
Identity Attack0.007547563
Insult0.024511116
Profanity0.015659723
Threat0.0072365063
Severe Toxicity0.0015163422
Low Tox 0.046368107 Constructive 0.852 Moral_Argument
Jan 19, 2026 2 likes 2.9 million Canadian temporary visas …
Here's the whole problem/situation summarized: Canada has been getting treated like it's a vacation resort rather than a country. And yeah, it doesn't entirely matter who exactly is treating it this way. Those who move …
Here's the whole problem/situation summarized: Canada has been getting treated like it's a vacation resort rather than a country. And yeah, it doesn't entirely matter who exactly is treating it this way. Those who move to and those that live in have been doing this. Which is unfortunate, it's supposed to be far better than this but peace has made people delusional in a way and started to treat Canada like a resort for their early retirement. While trying to act like they AREN'T retirees.
Identity Attack0.013445892
Insult0.022964163
Profanity0.012482914
Threat0.006051969
Severe Toxicity0.0012874603
Low Tox 0.046368107 Constructive 0.683 Policy_Critique
Sep 8, 2025 Why Canadians Are Turning Against …
The whole problem is because you give voting rights and citizenship. Follow the system of GCC countries. No citizenship, no voting rights, no property rights, no free education, no free health care, come work and …
The whole problem is because you give voting rights and citizenship. Follow the system of GCC countries. No citizenship, no voting rights, no property rights, no free education, no free health care, come work and go back.
Identity Attack0.0074365693
Insult0.018710041
Profanity0.011150704
Threat0.0070164283
Severe Toxicity0.0014972687
Low Tox 0.046368107 Low Con 0.216 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Their liberal voters, plain and simple!!!
Their liberal voters, plain and simple!!!
Identity Attack0.01191331
Insult0.02051482
Profanity0.012346277
Threat0.0065697995
Severe Toxicity0.0015163422
Low Tox 0.046368107 Low Con 0.206
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
All for Liberal Votes At Any Cost!
All for Liberal Votes At Any Cost!
Identity Attack0.01374736
Insult0.018452216
Profanity0.01261955
Threat0.008919456
Severe Toxicity0.0020217896
Low Tox 0.046368107 Low Con 0.138
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Great video! Just study this before the exam and you’ll definitely crack it. I just cleared mine with 18/20—big thanks to the creator! I watched the video 3–4 times at 2x speed
Great video! Just study this before the exam and you’ll definitely crack it. I just cleared mine with 18/20—big thanks to the creator! I watched the video 3–4 times at 2x speed
Identity Attack0.0066596144
Insult0.013668913
Profanity0.034397304
Threat0.012233571
Severe Toxicity0.0032997131
Low Tox 0.046368107 Constructive 0.586
Sep 25, 2025 3 likes Canadian Citizenship Test 2025 – …
WILD refresh pull!
WILD refresh pull!
Identity Attack0.0043102503
Insult0.017227544
Profanity0.02433617
Threat0.009126588
Severe Toxicity0.002670288
Low Tox 0.046368107 Low Con 0.264 Meta_Commentary
Jan 27, 2026 112 likes Inside Canada's Indian Invasion...
This started LONG before Trudeau, as far back as 2004 and 2005. It was basically an open secret that RIM made agreements with India to hire a huge percentage of Indian immigrants so they could …
This started LONG before Trudeau, as far back as 2004 and 2005. It was basically an open secret that RIM made agreements with India to hire a huge percentage of Indian immigrants so they could penetrate the Indian market with BlackBerrys. And they were not the only company to do this sort of thing.
Identity Attack0.0376521
Insult0.016936934
Profanity0.012482914
Threat0.0067445673
Severe Toxicity0.001335144
Low Tox 0.046368107 Moderate Con 0.373
Jun 23, 2025 How Canada broke its immigration …
I know I work with them and they're ready to take my job😢
I know I work with them and they're ready to take my job😢
Identity Attack0.008953481
Insult0.015796926
Profanity0.020920247
Threat0.010188141
Severe Toxicity0.0019168854
Low Tox 0.046368107 Moderate Con 0.477
Nov 21, 2025 Quebec Ends Economic Immigration Program …
That’s why we don’t want Canada as the 51st state
That’s why we don’t want Canada as the 51st state
Identity Attack0.02439919
Insult0.015264924
Profanity0.011253181
Threat0.007417747
Severe Toxicity0.0014209747
Low Tox 0.046368107 Low Con 0.197
Jan 27, 2026 Inside Canada's Indian Invasion...
last upload 😹
last upload 😹
Identity Attack0.005438685
Insult0.014162917
Profanity0.02795705
Threat0.010654188
Severe Toxicity0.003604889
Low Tox 0.046368107 Moderate Con 0.399 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Had to be made😂
Had to be made😂
Identity Attack0.005105704
Insult0.015948927
Profanity0.025497584
Threat0.010602405
Severe Toxicity0.0028038025
Low Tox 0.046368107 Moderate Con 0.387 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Fraud has always existed, granted it is getting worse! Yet, is it our internet awareness or the actual problem? Or is it how we classify what is fraud? Both sides have accountability here... ;-)
Fraud has always existed, granted it is getting worse! Yet, is it our internet awareness or the actual problem? Or is it how we classify what is fraud? Both sides have accountability here... ;-)
Identity Attack0.0021551251
Insult0.022512967
Profanity0.0118680475
Threat0.0060649146
Severe Toxicity0.00088214874
Low Tox 0.046368107 Constructive 0.513 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Makes sense ... how could any reasonable Canadian disagree with this
Makes sense ... how could any reasonable Canadian disagree with this
Identity Attack0.026007013
Insult0.017420914
Profanity0.00993805
Threat0.006220264
Severe Toxicity0.0011205673
Low Tox 0.046368107 Moderate Con 0.347 Solidarity
Feb 27, 2026 'We do know that there's …

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.