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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: "Up Canada ❤❤❤❤❤" 6,088 comments · Page 208 of 244
As a Canadian the Left government needs to go first from Canada
As a Canadian the Left government needs to go first from Canada
Identity Attack0.019977676
Insult0.017163089
Profanity0.010757872
Threat0.007081157
Severe Toxicity0.0013065338
Low Tox 0.04240986 Low Con 0.256 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Niagara falls 25 years ago was the same way, I didn't realize driving my car into Canada was the equivalent to a flight to India. I was very surprised and never went back to Canada …
Niagara falls 25 years ago was the same way, I didn't realize driving my car into Canada was the equivalent to a flight to India. I was very surprised and never went back to Canada since then
Identity Attack0.031464707
Insult0.014884921
Profanity0.011184863
Threat0.0062526283
Severe Toxicity0.0013446808
Low Tox 0.04240986 Constructive 0.51 Personal_Narrative
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country …
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country They have no time to commit crime they brought in so much refugees in Canada some of them lied just to come Canadian goverment. Dosen looks after their citizen they take from the citizens and give to the refugees that worked here for many years the citizen suffer that’s wrong
Identity Attack0.026105914
Insult0.0055637187
Profanity0.000032565335
Threat0.00047479253
Severe Toxicity0.0000051477014
Low Tox 0.042401526
Apr 14, 2025
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country …
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country They have no time to commit crime they brought in so much refugees in Canada some of them lied just to come Canadian goverment. Dosen looks after their citizen they take from the citizens and give to the refugees that worked here for many years the citizen suffer that’s wrong
Identity Attack0.026105914
Insult0.0055637187
Profanity0.000032565335
Threat0.00047479253
Severe Toxicity0.0000051477014
Low Tox 0.042401526
Apr 14, 2025
Why govt setup a refugees camp outside of Canada in some other countries keep them there and send money or support from here .. then no one will claim refugee status
Why govt setup a refugees camp outside of Canada in some other countries keep them there and send money or support from here .. then no one will claim refugee status
Identity Attack0.02439919
Insult0.014238917
Profanity0.010211324
Threat0.0063885585
Severe Toxicity0.0013065338
Low Tox 0.04216247 Low Con 0.28
Oct 25, 2017 9 likes How much do refugees and …
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work …
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work experience, family, age, and knowledge of Canada's general culture. If you had all the points, you would be selected. It took about three years, and while waiting, you could not apply for any visa to enter Canada. The security check was part of the process, and the Canadian government asked applicants to enter the country by bringing money (Like one year's salary). This system was a perfect plan, and many Western countries wanted to copy that (As I heard on many French and American radios before), but the liberals broke the system! And I still don't know why!
Identity Attack0.008250522
Insult0.024897853
Profanity0.012243799
Threat0.0061878995
Severe Toxicity0.0013065338
Low Tox 0.04216247 Constructive 0.576
Nov 23, 2025 49 likes Quebec Ends Economic Immigration Program …
Im shocked at those videos being in Canada !!
Im shocked at those videos being in Canada !!
Identity Attack0.022791367
Insult0.013402912
Profanity0.013917602
Threat0.00713294
Severe Toxicity0.0017642975
Low Tox 0.04216247 Moderate Con 0.38 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
4.9 million visas expired in Canada over the year. Imagine that? Meanwhile, our healthcare system and infrastructure bares the worst of it. Merit based immigration must be prioritized, not the other.
4.9 million visas expired in Canada over the year. Imagine that? Meanwhile, our healthcare system and infrastructure bares the worst of it. Merit based immigration must be prioritized, not the other.
Identity Attack0.013646871
Insult0.017292
Profanity0.010518758
Threat0.006265574
Severe Toxicity0.0010061264
Low Tox 0.04216247 Constructive 0.557 Policy_Critique
Jan 6, 2026 7 likes Migrants cross into Canada near …
Canada is finally having some culture.
Canada is finally having some culture.
Identity Attack0.023997234
Insult0.01648093
Profanity0.012141321
Threat0.006770459
Severe Toxicity0.0016498566
Low Tox 0.04216247 Low Con 0.267
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
@TylerOliverira, in Canada, you can't buy knives for self-defence. Only for Utility.
@TylerOliverira, in Canada, you can't buy knives for self-defence. Only for Utility.
Identity Attack0.013043936
Insult0.012794908
Profanity0.011116544
Threat0.013631714
Severe Toxicity0.0022506714
Low Tox 0.04216247 Low Con 0.243 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
Tables would be turned if we did this in their country. They easily forget that you still have to work in Canada
Tables would be turned if we did this in their country. They easily forget that you still have to work in Canada
Identity Attack0.025203101
Insult0.014732921
Profanity0.01086035
Threat0.006699257
Severe Toxicity0.0011968613
Low Tox 0.041915078 Moderate Con 0.348 Comparative_Framing
Sep 23, 2025 1 likes Why Canadians Are Turning Against …
We need ICE in Canada😂😂😂
We need ICE in Canada😂😂😂
Identity Attack0.011099357
Insult0.014314918
Profanity0.014156717
Threat0.009463178
Severe Toxicity0.0022220612
Low Tox 0.041915078 Low Con 0.243
Nov 28, 2025 Quebec Ends Economic Immigration Program …
Canada is going down fast. Western Independence before it's too late
Canada is going down fast. Western Independence before it's too late
Identity Attack0.013043936
Insult0.01648093
Profanity0.0118680475
Threat0.009126588
Severe Toxicity0.001449585
Low Tox 0.041915078 Low Con 0.227 Fear_Threat
Feb 27, 2026 17 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Real journalism. Max respect. My family is from Canada so I could live there if I wanted to. Glad I was born in the US instead.
Real journalism. Max respect. My family is from Canada so I could live there if I wanted to. Glad I was born in the US instead.
Identity Attack0.023796257
Insult0.014884921
Profanity0.010638315
Threat0.0063497215
Severe Toxicity0.0012588501
Low Tox 0.041915078 Constructive 0.663 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Funny no one talks about the 1 milllion Ukranians that Canada housed and spent over 1 billion to accommodate them in the last few years.. Meanwhile these int'l students are playing triple the fees.
Funny no one talks about the 1 milllion Ukranians that Canada housed and spent over 1 billion to accommodate them in the last few years.. Meanwhile these int'l students are playing triple the fees.
Identity Attack0.016259583
Insult0.018581128
Profanity0.010911589
Threat0.0062526283
Severe Toxicity0.0010728836
Low Tox 0.04166769 Constructive 0.515 Comparative_Framing
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Hi sir I'm a Rohingya Refugee from Myanmar live in Thailand and I want to live in Canada please anybody help me +66913851315
Hi sir I'm a Rohingya Refugee from Myanmar live in Thailand and I want to live in Canada please anybody help me +66913851315
Identity Attack0.030691283
Insult0.012718908
Profanity0.020168742
Threat0.009851551
Severe Toxicity0.0026893616
Low Tox 0.04166769 Constructive 0.585
Jul 24, 2018 2 likes How much do refugees and …
Have any of you attempted to work with C&I? I did after adopting a children. 10 years ago, it was a breeze. First (and only) visitor record, valid for 2 years, with citizenship application quickly …
Have any of you attempted to work with C&I? I did after adopting a children. 10 years ago, it was a breeze. First (and only) visitor record, valid for 2 years, with citizenship application quickly processed and granted, and passport also procured in less than 1 year. Fast forward a few years. Now it was 1st visitor record, valid for 1 year. Prior to expiration, days spent trying to navigate a messed up website to submit required information and apply for extension to stay. Then wait for a year or more, to finally receive another visitor record that was valid for 6 months. Rinse and repeat. All for our adopted preschooler to legally remain in Canada. Finally, after 5+ years, citizenship was processed and granted.
Identity Attack0.0026453468
Insult0.023221988
Profanity0.015659723
Threat0.0066086366
Severe Toxicity0.0012207031
Low Tox 0.0414203 Constructive 0.798 Personal_Narrative
Jan 15, 2026 2.9 million Canadian temporary visas …
now they have another official language- their signs are going to be 3 meters long to accommodate all of their languages - adios canada
now they have another official language- their signs are going to be 3 meters long to accommodate all of their languages - adios canada
Identity Attack0.023193322
Insult0.01625293
Profanity0.011167783
Threat0.007417747
Severe Toxicity0.0016593933
Low Tox 0.0414203 Low Con 0.246 Fear_Threat
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Tim Hortons is completely taken over even the ones out in the middle of nowhere are the same as you see in this video, same with any entry level job that has gone corporate in …
Tim Hortons is completely taken over even the ones out in the middle of nowhere are the same as you see in this video, same with any entry level job that has gone corporate in Canada
Identity Attack0.005401687
Insult0.021094928
Profanity0.01220964
Threat0.0061878995
Severe Toxicity0.00096321106
Low Tox 0.0414203 Moderate Con 0.44 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
It's all about money and career advancement. Not one of them cares about education or Canada
It's all about money and career advancement. Not one of them cares about education or Canada
Identity Attack0.010803374
Insult0.017872108
Profanity0.011936366
Threat0.0062526283
Severe Toxicity0.0009727478
Low Tox 0.0414203 Low Con 0.283 Unverified_Claim
Sep 28, 2025 8 likes IRCC Names India in Study …
And y’all thought it was sweet in Canada 😂😂😂 🇨🇦
And y’all thought it was sweet in Canada 😂😂😂 🇨🇦
Identity Attack0.017264472
Insult0.016556932
Profanity0.01402008
Threat0.006427396
Severe Toxicity0.001707077
Low Tox 0.0414203 Moderate Con 0.316 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
There's already negative population growth in Canada. Cutting immigration is just political optics and not sound policy.
There's already negative population growth in Canada. Cutting immigration is just political optics and not sound policy.
Identity Attack0.019877186
Insult0.014808921
Profanity0.009587918
Threat0.0074565844
Severe Toxicity0.0010824203
Low Tox 0.0414203 Moderate Con 0.303
Jan 5, 2026 1 likes New rules, regulations take effect …
I can’t believe he’s in Canada doing this thanks Tyler!
I can’t believe he’s in Canada doing this thanks Tyler!
Identity Attack0.01857083
Insult0.016936934
Profanity0.011082385
Threat0.006576272
Severe Toxicity0.0015544891
Low Tox 0.041172907 Moderate Con 0.5 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
In the early 60's my wife and her family immigrated to Canada. The benefit they got were the opportunity to live and work here. Their story was the same as my (four) Grandparents. Come, work …
In the early 60's my wife and her family immigrated to Canada. The benefit they got were the opportunity to live and work here. Their story was the same as my (four) Grandparents. Come, work and don't commit crimes lest you be deported. They all got the same benefits ... the opportunity to live and work here. Too bad that;'s COMPLETELY changed.
Identity Attack0.017766917
Insult0.015568925
Profanity0.010177165
Threat0.0067057298
Severe Toxicity0.0011634827
Low Tox 0.041172907 Constructive 0.707 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canada is done , they r no longer sovereign they change laws to suit certain groups and the system is rigged to be taxed to death dang you can die is an emergency room of …
Canada is done , they r no longer sovereign they change laws to suit certain groups and the system is rigged to be taxed to death dang you can die is an emergency room of a hospital. Imagine paying into the system for 30 plus years and you can’t get an mir or a cat scan for months and when u do it’s too late
Identity Attack0.00048157218
Insult0.0010963258
Profanity0.0001818672
Threat0.05604665
Severe Toxicity0.000029223143
Low Tox 0.041158807 Policy_Critique
Apr 15, 2025 1 likes

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.