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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: "Most Canadians are not against …" 3,707 comments · Page 132 of 149
As a Canadian I can confirm we are all tired of this.
As a Canadian I can confirm we are all tired of this.
Identity Attack0.010137413
Insult0.015036922
Profanity0.012277958
Threat0.007301235
Severe Toxicity0.0011825562
Low Tox 0.03639866 Constructive 0.516 Identity_Assertion
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
Canada for the Canadians!!!
Canada for the Canadians!!!
Identity Attack0.02238941
Insult0.011540901
Profanity0.012141321
Threat0.008220384
Severe Toxicity0.0020885468
Low Tox 0.03639866 Moderate Con 0.367
Oct 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
start training canadians, pay and living wage, and make the cost of living so actual canadians can have children. THERE IS NO LABOUR SHORTAGE, THERE IS A LIVING WAGE SHORTAGE
start training canadians, pay and living wage, and make the cost of living so actual canadians can have children. THERE IS NO LABOUR SHORTAGE, THERE IS A LIVING WAGE SHORTAGE
Identity Attack0.017163984
Insult0.013858915
Profanity0.009630617
Threat0.0064532873
Severe Toxicity0.0011491776
Low Tox 0.03639866 Low Con 0.27 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
We do call it Brown-Town! We Canadians don’t claim Brampton!
We do call it Brown-Town! We Canadians don’t claim Brampton!
Identity Attack0.015254694
Insult0.015416925
Profanity0.011902207
Threat0.006479179
Severe Toxicity0.0011825562
Low Tox 0.03639866 Moderate Con 0.364
Dec 16, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone …
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone else. We are a sinking ship at the momment. lets not bring everyone down with it.
Identity Attack0.017264472
Insult0.013478912
Profanity0.010313802
Threat0.007870848
Severe Toxicity0.0011587143
Low Tox 0.036162965 Constructive 0.604 Fear_Threat
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
It’s about time and I have nothing to say about bad about immigration as thats how Canada was built and I’ve come to realize that Canadian Citizens are paying the government for rent to live …
It’s about time and I have nothing to say about bad about immigration as thats how Canada was built and I’ve come to realize that Canadian Citizens are paying the government for rent to live in Canada to a particular group of people who weren’t the First people of Canada especially if the Government allows the information out !! Also 340 million is cheaper than keeping them here
Identity Attack0.01666154
Insult0.014276917
Profanity0.00997221
Threat0.0063432488
Severe Toxicity0.0011396408
Low Tox 0.036162965 Constructive 0.609
Dec 31, 2025 1 likes Deportations From Canada at Their …
Simple, vote in the liberal government. The assurance that they were always put others first before any Canadian citizens.
Simple, vote in the liberal government. The assurance that they were always put others first before any Canadian citizens.
Identity Attack0.016159095
Insult0.016100928
Profanity0.009716015
Threat0.0062914654
Severe Toxicity0.00096797943
Low Tox 0.036162965 Moderate Con 0.382
Jun 18, 2025 10 likes How Canada broke its immigration …
Canadian Culture FIRST!
Canadian Culture FIRST!
Identity Attack0.0233943
Insult0.0113889
Profanity0.010826191
Threat0.007365964
Severe Toxicity0.0022411346
Low Tox 0.03592727 Moderate Con 0.369
Aug 25, 2025 363 likes Why Canadians Are Turning Against …
These rules help improve immigrants lives how about all Canadians get tax cuts.
These rules help improve immigrants lives how about all Canadians get tax cuts.
Identity Attack0.022590388
Insult0.012680908
Profanity0.00998929
Threat0.006576272
Severe Toxicity0.0010585785
Low Tox 0.03592727 Constructive 0.539 Policy_Critique
Jan 11, 2026 6 likes Canada’s new rules in 2026
Paid for by me and all the other real Canadians
Paid for by me and all the other real Canadians
Identity Attack0.019877186
Insult0.01306091
Profanity0.011458136
Threat0.007094103
Severe Toxicity0.0013446808
Low Tox 0.035691574 Moderate Con 0.352 Identity_Assertion
Feb 24, 2026 26 likes 'We do know that there's …
We the Canadian were known to be polite and and helped each other begins an immigrant myself i feel stuck in the middle of this because we were respected in the 70's 80's 90' 20s …
We the Canadian were known to be polite and and helped each other begins an immigrant myself i feel stuck in the middle of this because we were respected in the 70's 80's 90' 20s even 2010 every thing was great but the last 10_ 15 years things have gone down the drain.
Identity Attack0.017264472
Insult0.016556932
Profanity0.012346277
Threat0.006440342
Severe Toxicity0.0010681152
Low Tox 0.035691574 Constructive 0.719 Personal_Narrative
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Dont worry Canadians just vote in the Liberals for another term im sure they will fix it.
Dont worry Canadians just vote in the Liberals for another term im sure they will fix it.
Identity Attack0.018369852
Insult0.014428918
Profanity0.011492296
Threat0.007974415
Severe Toxicity0.0013542175
Low Tox 0.035691574 Low Con 0.268 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
These students have made the Canadian construction contractor sit at home as they can not compete with their close to nothing prices
These students have made the Canadian construction contractor sit at home as they can not compete with their close to nothing prices
Identity Attack0.0076955543
Insult0.019999169
Profanity0.010347961
Threat0.0056765415
Severe Toxicity0.0006723404
Low Tox 0.035691574 Low Con 0.272
Oct 1, 2025 IRCC Names India in Study …
As a Canadian, I will not drive to an event in Brampton. The risk of injury due to car crash is astronomically high. It is NOT SAFE.
As a Canadian, I will not drive to an event in Brampton. The risk of injury due to car crash is astronomically high. It is NOT SAFE.
Identity Attack0.010581387
Insult0.012262905
Profanity0.009869732
Threat0.00899713
Severe Toxicity0.0013637543
Low Tox 0.03545588 Moderate Con 0.497 Unverified_Claim
Sep 23, 2025 248 likes Inside Canada's Indian Metropolis (Brampton)
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past …
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past many local Canadians volunteered extensively in our community. That has gone away in present day. Dont let someone giving a free lunch fool you into thinking they do nothing wrong
Identity Attack0.0046987277
Insult0.018774498
Profanity0.015830519
Threat0.006925808
Severe Toxicity0.0008773804
Low Tox 0.035220183 Constructive 0.791
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
As a canadian, I was waiting for this video to come
As a canadian, I was waiting for this video to come
Identity Attack0.014852738
Insult0.011274899
Profanity0.020988565
Threat0.009359611
Severe Toxicity0.0025939941
Low Tox 0.035220183 Moderate Con 0.408 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The great tragedy is that small town Canadian students who wish to seek opportunities in large cities, will never be able to afford to rent let alone buy… They are doomed to live in their …
The great tragedy is that small town Canadian students who wish to seek opportunities in large cities, will never be able to afford to rent let alone buy… They are doomed to live in their small towns and hold on to small dreams… Here in Vancouver, the new immigrants wish to stay in and invest in large urban areas. They have extended family support to buy the real estate. Small-town Canadians don’t have a chance in this competition.
Identity Attack0.017465452
Insult0.01632893
Profanity0.009365883
Threat0.0058804373
Severe Toxicity0.00086307526
Low Tox 0.035220183 Constructive 0.605 Economic_Argument
Jun 20, 2025 24 likes How Canada broke its immigration …
Some errors of fact. A non-Canadian WILL be billed for medical care in Ontario.
Some errors of fact. A non-Canadian WILL be billed for medical care in Ontario.
Identity Attack0.023595277
Insult0.012376905
Profanity0.009289024
Threat0.0059548756
Severe Toxicity0.0008773804
Low Tox 0.035220183 Moderate Con 0.392
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Most Canadians are not against immigration. We just took too many immigrants in there wasn’t enough places for them to live. It wasn’t fair to them or the people living here. Things had to change. …
Most Canadians are not against immigration. We just took too many immigrants in there wasn’t enough places for them to live. It wasn’t fair to them or the people living here. Things had to change. It’s not that we don’t want people coming. It’s just that we have no housing housing has to increase by millions of unitsand we were in the process of doing that right now.
Identity Attack0.02439919
Insult0.013250912
Profanity0.010057608
Threat0.0063497215
Severe Toxicity0.0011491776
Low Tox 0.035220183 Constructive 0.691 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
as a Canadian our immigration system used to be the gold standard now its a warring to other nations what not to do.
as a Canadian our immigration system used to be the gold standard now its a warring to other nations what not to do.
Identity Attack0.017967897
Insult0.013554913
Profanity0.009647697
Threat0.0065827454
Severe Toxicity0.000910759
Low Tox 0.035220183 Moderate Con 0.333 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I was born in Canada, But Our Family migrated to the USA when I was 2 years old in 1976 we adapted to the USA culture. I grew up on US values. US laws, US …
I was born in Canada, But Our Family migrated to the USA when I was 2 years old in 1976 we adapted to the USA culture. I grew up on US values. US laws, US living. Our Family moved back in Canada in 1997 to Nova Scotia. We then adapted back to the Canadian culture. Mother and Father taught us to always support the country you live in. Adapt to it's culture and rules. I live in Quebec now in Montreal been here since 2018. I'm always learning french here and there but speak mostly english. But I support the french language. Some days on the weekend though downtown when I see all the immigrants praying in the streets I am starting to miss the USA though. But I do not process an Green Card anymore.
Identity Attack0.016460562
Insult0.018001022
Profanity0.015386449
Threat0.006641001
Severe Toxicity0.0015830994
Low Tox 0.034984488 Constructive 0.778
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Canadians in India 🇮🇳
Canadians in India 🇮🇳
Identity Attack0.023595277
Insult0.013972916
Profanity0.016069634
Threat0.007754337
Severe Toxicity0.0020599365
Low Tox 0.034984488 Moderate Con 0.364 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Dude saying he’s not a number. He’s a literally a number to the ministry. Everyone is a number. No one owes anyone anything. The majority of Canadians are asking for a cut to immigration. I …
Dude saying he’s not a number. He’s a literally a number to the ministry. Everyone is a number. No one owes anyone anything. The majority of Canadians are asking for a cut to immigration. I for one celebrate that governments are doing what the majority wants instead of catering to the few. If it didn’t work out, that’s too bad.
Identity Attack0.0076585566
Insult0.017872108
Profanity0.011355659
Threat0.0062979385
Severe Toxicity0.0008249283
Low Tox 0.034984488 Constructive 0.661 Policy_Critique
Nov 20, 2025 82 likes Quebec Ends Economic Immigration Program …
Maybe Canadians should spend their hard earned money in their own country instead of Trumps, also start to restrict Americans coming North
Maybe Canadians should spend their hard earned money in their own country instead of Trumps, also start to restrict Americans coming North
Identity Attack0.015445016
Insult0.0062027355
Profanity0.000085307685
Threat0.0006335917
Severe Toxicity0.0000047105987
Low Tox 0.034775984
Dec 9, 2025
19:00. Thank you sir for becoming a Canadian while still keeping your love of your own culture. You sir are a true Canadian. I agree with what you say and feel the exact same way.
19:00. Thank you sir for becoming a Canadian while still keeping your love of your own culture. You sir are a true Canadian. I agree with what you say and feel the exact same way.
Identity Attack0.019173764
Insult0.014580919
Profanity0.009750174
Threat0.0059613483
Severe Toxicity0.0011348724
Low Tox 0.034748793 Constructive 0.761 Solidarity
Sep 11, 2025 1 likes Why Canadians Are Turning Against …

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.