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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
Active: "You can’t make it make …" 1,431 comments · Page 50 of 58
The guy on the bike was paid by This Tyler(The one making the video) to say all that. If you know you know.
The guy on the bike was paid by This Tyler(The one making the video) to say all that. If you know you know.
Identity Attack0.003884775
Insult0.017292
Profanity0.015488927
Threat0.008194493
Severe Toxicity0.0015258789
Low Tox 0.045625936 Low Con 0.213 Unverified_Claim
Feb 26, 2026 Inside Canada's Indian Invasion...
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I don't even know if there is an office or representative in Ontario right now! I wish! Their policies (on paper) seem great, and geared more towards a 'Canada first'/'Canadians First' approach. They touch on a lot of topics and there seem to be a lot of things they want to change! But a government is still a government, they will be motivated by money regardless of any good intentions they may have. So if and when things change, WE NEED TO HOLD THEM ACCOUNTABLE! We as the citizens have the power to change things for the better! It's just unfortunate that I see so many people getting pushed down or ignored or hated because they are speaking their mind. Remember, Canada dosen't have laws like the US, our freedoms aren't as protected nor do we have the same freedoms they do (like owning and protecting your own property, or self defense!) We as people need to start being honest and expressing things instead of being terrified of the backlash (of which there will be in these times). The only way we can make progress is by deciding to get out of our comfort zones and standing for what is right! For the freedoms and protections we deserve! To make a future worth living for us and our children! It will not be easy, but when is change ever easy? I hope that one day I won't be terrified of the thought of bringing a life into this world and country. I hope I can be stable enough to be able to give my future children a decent life. But right now? I would never want to have children, things are too unstable and I don't want to bring a child into this country and force them to live a terrible life they never asked for! I desperately want to be able to keep hoping for a better future, a better country, and people who can enjoy their lives instead of constantly worrying and stressing about everything. I hope some can consider looking into the Libertarian party as well! They may be small right now, but they seem to be wanting to right the wrongs that have occured.
Identity Attack0.011247349
Insult0.022448512
Profanity0.015932998
Threat0.00704232
Severe Toxicity0.0015640259
Low Tox 0.045378547 Constructive 0.875 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I wonder what would happen if I put my dog as an individual on that app would it work with my dog make 82 grand a year and get special privileges at banks for mortgages …
I wonder what would happen if I put my dog as an individual on that app would it work with my dog make 82 grand a year and get special privileges at banks for mortgages and loans and credit😂
Identity Attack0.0045322375
Insult0.016632931
Profanity0.017572641
Threat0.007029374
Severe Toxicity0.00166893
Low Tox 0.045131154 Moderate Con 0.406 Humor_Satire
Nov 20, 2025 7 likes Thousands of refugees allowed into …
Literally makes Kamala Harris look intelligent with those kind of answers to legit questions.
Literally makes Kamala Harris look intelligent with those kind of answers to legit questions.
Identity Attack0.0030523231
Insult0.024768941
Profanity0.012551232
Threat0.0061231707
Severe Toxicity0.0009250641
Low Tox 0.044883765 Low Con 0.243 Meta_Commentary
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Let’s interview the guy who makes more money when immigration numbers are high. Great unbiased reporting there🎉
Let’s interview the guy who makes more money when immigration numbers are high. Great unbiased reporting there🎉
Identity Attack0.015053716
Insult0.017743196
Profanity0.010091767
Threat0.006149062
Severe Toxicity0.000872612
Low Tox 0.044636376 Low Con 0.245 Meta_Commentary
Jan 19, 2026 87 likes Why Canada’s immigration system has …
I still don't understand why we brought them here. Why did we need to make it impossible for our young people to find jobs? It only benefits corporations not the Canadian citizens.
I still don't understand why we brought them here. Why did we need to make it impossible for our young people to find jobs? It only benefits corporations not the Canadian citizens.
Identity Attack0.026609946
Insult0.016784932
Profanity0.009784333
Threat0.006272047
Severe Toxicity0.0013065338
Low Tox 0.044388983 Constructive 0.567 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Passed the test in first go watched this video twice 20 out of 20 thanks for making this video
Passed the test in first go watched this video twice 20 out of 20 thanks for making this video
Identity Attack0.007843546
Insult0.0140109155
Profanity0.025497584
Threat0.011405042
Severe Toxicity0.0036621094
Low Tox 0.044388983 Moderate Con 0.492
Aug 17, 2025 3 likes Canadian Citizenship Test 2025 – …
Excellent. Now pl make sure they leave.
Excellent. Now pl make sure they leave.
Identity Attack0.00466173
Insult0.012984909
Profanity0.01354185
Threat0.013321015
Severe Toxicity0.001821518
Low Tox 0.044141594 Moderate Con 0.302
Jan 15, 2026 75 likes 2.9 million Canadian temporary visas …
just one point i’d like to make is the comment you made asking “native canadians” but you spoke to just non-immigrants. there are indigenous people in canada that are actually native to the land. those …
just one point i’d like to make is the comment you made asking “native canadians” but you spoke to just non-immigrants. there are indigenous people in canada that are actually native to the land. those are the native americans.
Identity Attack0.034816213
Insult0.016100928
Profanity0.010638315
Threat0.0058157085
Severe Toxicity0.0011110306
Low Tox 0.044141594 Moderate Con 0.441 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Bogus asylum claim was always a way become legal for few years,get SIN,make money,srnt to home country.Asylum claim is in air for 3-4 years because system is overloaded,and after claim rejected you can apply for …
Bogus asylum claim was always a way become legal for few years,get SIN,make money,srnt to home country.Asylum claim is in air for 3-4 years because system is overloaded,and after claim rejected you can apply for humanitarian cause and be legal longer
Identity Attack0.015053716
Insult0.015340924
Profanity0.014054239
Threat0.00704232
Severe Toxicity0.0015163422
Low Tox 0.0438942 Moderate Con 0.447 Policy_Critique
Feb 24, 2026 2 likes 'We do know that there's …
we need canada to countrol pepole so thatwe dont Have problem like UK We need our children future to make is first people
we need canada to countrol pepole so thatwe dont Have problem like UK We need our children future to make is first people
Identity Attack0.022188433
Insult0.019161236
Profanity0.011475217
Threat0.0073918556
Severe Toxicity0.0017261505
Low Tox 0.043399423 Moderate Con 0.322
Nov 20, 2025 26 likes Quebec Ends Economic Immigration Program …
The most dangerous thing about this is... These guys love love love to go into politics and into management in companies. Once they get those leadership footholds they make policies favorable to their people and …
The most dangerous thing about this is... These guys love love love to go into politics and into management in companies. Once they get those leadership footholds they make policies favorable to their people and they have the population to out vote everyone else.
Identity Attack0.004069764
Insult0.019870255
Profanity0.013849284
Threat0.0070552654
Severe Toxicity0.0010299683
Low Tox 0.043399423 Moderate Con 0.479 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Like sweden make them wait 5years before benefits… stay and proved you are not just using it and leave.
Like sweden make them wait 5years before benefits… stay and proved you are not just using it and leave.
Identity Attack0.010507392
Insult0.017356457
Profanity0.012243799
Threat0.007598988
Severe Toxicity0.0012969971
Low Tox 0.04315203 Low Con 0.266
Nov 23, 2025 65 likes Quebec Ends Economic Immigration Program …
coming form a canadian, thanks for making this
coming form a canadian, thanks for making this
Identity Attack0.027614836
Insult0.015188923
Profanity0.0137468055
Threat0.0073918556
Severe Toxicity0.0020122528
Low Tox 0.04290464 Moderate Con 0.451
Jan 27, 2026 Inside Canada's Indian Invasion...
Sometimes I don’t understand why people create content online that highlights specific communities or cultures in ways that can reinforce stereotypes. Just because someone belongs to a certain background doesn’t mean they represent everything shown …
Sometimes I don’t understand why people create content online that highlights specific communities or cultures in ways that can reinforce stereotypes. Just because someone belongs to a certain background doesn’t mean they represent everything shown on social media. Content like this can make others form generalized opinions, which can feel unfair and frustrating for individuals who don’t relate to those portrayals. The internet gives everyone a platform, but with that comes responsibility. Before creating content about communities, it’s important to remember that cultures are diverse and complex, and no single video can define them. At the end of the day, being respectful and human should come first. Which ethnicity you belong to , I can find 1000 flaws in your ethnicity. Just be humans . YouTube gives you leverage to talk shit. @TylerOliveira
Identity Attack0.008509507
Insult0.018710041
Profanity0.023106437
Threat0.0076507707
Severe Toxicity0.0015544891
Low Tox 0.04166769 Constructive 0.815 Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
Charging 4x the tuition fees for international students should be labelled as a crime to beginwith. It's high time to make Canadians pay that kind of money for their degrees and not live in the …
Charging 4x the tuition fees for international students should be labelled as a crime to beginwith. It's high time to make Canadians pay that kind of money for their degrees and not live in the merry world of subsidised education for domestic students.
Identity Attack0.013948337
Insult0.018838953
Profanity0.011441057
Threat0.0065827454
Severe Toxicity0.0010061264
Low Tox 0.0414203 Moderate Con 0.41 Economic_Argument
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
We need government/leaders that are proud to be Canadian, whom will do anything to keep our culture alive, that will work on improving the country and persevere into making this once great country great again! …
We need government/leaders that are proud to be Canadian, whom will do anything to keep our culture alive, that will work on improving the country and persevere into making this once great country great again! Instead of selling out!
Identity Attack0.008028535
Insult0.018065477
Profanity0.0103821205
Threat0.0065568537
Severe Toxicity0.0010061264
Low Tox 0.0414203 Moderate Con 0.483
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
224 $ a day at the click of a button no questions asked more than most canadians working make elbows up
224 $ a day at the click of a button no questions asked more than most canadians working make elbows up
Identity Attack0.016159095
Insult0.018581128
Profanity0.011936366
Threat0.006861079
Severe Toxicity0.0011205673
Low Tox 0.041172907 Low Con 0.242 Unverified_Claim
Nov 23, 2025 1 likes Thousands of refugees allowed into …
🤣 thank you for making this video
🤣 thank you for making this video
Identity Attack0.009989422
Insult0.013668913
Profanity0.032894265
Threat0.011275585
Severe Toxicity0.004272461
Low Tox 0.04067813 Moderate Con 0.433 Humor_Satire
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Call any big Canadian company, Bell, you get someone from the Philippines. Scotia bank, you get someone in Mexico and so on. They make billions and yet decide to hire outside of Canada. But when …
Call any big Canadian company, Bell, you get someone from the Philippines. Scotia bank, you get someone in Mexico and so on. They make billions and yet decide to hire outside of Canada. But when they hire someone from Canada, you stay on "temporary" status for years. After 2 or 3 years they move you to "temp full time" status and so on..... Most Canadians know this!
Identity Attack0.025806036
Insult0.015720926
Profanity0.01127026
Threat0.0065180166
Severe Toxicity0.0013542175
Low Tox 0.040430736 Constructive 0.525 Economic_Argument
Feb 15, 2026 Canada's tighter immigration policy divides …
Our governments are making decisions about important things to Canadians that Canadians never voted for ....
Our governments are making decisions about important things to Canadians that Canadians never voted for ....
Identity Attack0.025806036
Insult0.014960921
Profanity0.009681856
Threat0.0061166976
Severe Toxicity0.0010585785
Low Tox 0.040430736 Moderate Con 0.379 Policy_Critique
Nov 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The LPC wont do anything to make sure they leave They still need to pander to their far left base
The LPC wont do anything to make sure they leave They still need to pander to their far left base
Identity Attack0.010211408
Insult0.019419061
Profanity0.012073003
Threat0.007340072
Severe Toxicity0.0011444092
Low Tox 0.03969839 Low Con 0.188 Policy_Critique
Jan 19, 2026 1 likes 2.9 million Canadian temporary visas …
Tyler makes the else content
Tyler makes the else content
Identity Attack0.0055496786
Insult0.017485369
Profanity0.021808386
Threat0.0074565844
Severe Toxicity0.0018119812
Low Tox 0.03969839 Low Con 0.276 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Did the cops make them meal and carry their bags?
Did the cops make them meal and carry their bags?
Identity Attack0.0038292783
Insult0.014808921
Profanity0.014225035
Threat0.008220384
Severe Toxicity0.0012159348
Low Tox 0.03969839 Moderate Con 0.303 Humor_Satire
Jan 6, 2026 Migrants cross into Canada near …
I feel youre making a specific type of video now
I feel youre making a specific type of video now
Identity Attack0.00899048
Insult0.012718908
Profanity0.025634222
Threat0.010214032
Severe Toxicity0.00289917
Low Tox 0.039462693 Moderate Con 0.372 Meta_Commentary
Jan 28, 2026 2 likes 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.