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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: "We are changed with all …" 617 comments · Page 24 of 25
As an immigrant of Canada, I migrated here in 1999 when I was like 4 years old, I love Canada, and I consider myself Canadian, with a Jamaican background, I share my culture, but I …
As an immigrant of Canada, I migrated here in 1999 when I was like 4 years old, I love Canada, and I consider myself Canadian, with a Jamaican background, I share my culture, but I assimilated to Canadian culture because this is where I live, my home, I want to be part of Canadian culture not too change it.
Identity Attack0.015455672
Insult0.00983089
Profanity0.011936366
Threat0.0064468146
Severe Toxicity0.0009393692
Low Tox 0.022021262 Constructive 0.777 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
We can't solve the problems in other countries, or the world, by simply opening our borders to all. A large percentage of refugee claimants are fleeing economic poverty, not political persecution. Its unfortunate that Trudeaus …
We can't solve the problems in other countries, or the world, by simply opening our borders to all. A large percentage of refugee claimants are fleeing economic poverty, not political persecution. Its unfortunate that Trudeaus promises/actions have compounded our problems and are costing us a great deal in deportation management, but the alternative would be much worse. Lets change the system for the better, and develop ways to increase our birthrates internally.
Identity Attack0.00899048
Insult0.010362893
Profanity0.009681856
Threat0.0068028234
Severe Toxicity0.0008773804
Low Tox 0.021667719 Constructive 0.719 Policy_Critique
Dec 24, 2025 1 likes Deportations From Canada at Their …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just get control of it again. Also, yes, people coming in need to become Canadian... if you come here it's because you expect it to be better than where ever you left... so you need to embrace what's here, not try and change what's here to whatever you left.
Identity Attack0.009693438
Insult0.010096892
Profanity0.009118228
Threat0.0063497215
Severe Toxicity0.00071048737
Low Tox 0.021667719 Constructive 0.701 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Maybe every taxpayer citizen of their country should do their own shutdown in unity and the government economicswill shut down because it will stop the flow of money and they need citizens money to make …
Maybe every taxpayer citizen of their country should do their own shutdown in unity and the government economicswill shut down because it will stop the flow of money and they need citizens money to make it work they would have no choice but to change legislation to protect their citizens instead of these citizens because all they did was use these do’s and do nots to make this socialism and make it work for them that’s why they do it it’s economic gain for them it’s huge profits
Identity Attack0.004236255
Insult0.010856897
Profanity0.012038844
Threat0.0066798385
Severe Toxicity0.0008773804
Low Tox 0.021549871 Low Con 0.283
Jan 28, 2018 3 likes How much do refugees and …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not just here in Canada. Let the fun times continue until we change the system.
Identity Attack0.0040142676
Insult0.012566907
Profanity0.011492296
Threat0.006479179
Severe Toxicity0.0007867813
Low Tox 0.021314176 Constructive 0.511
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said here, and the way she said it, makes complete sense. I was a bit disappointed that there are no actual numbers as to how much the government would save, but it doesn't seem like a bad idea to put the legislation in place, and whatever they save is a bonus. imho Be the Change You Wish to See in the World 💖
Identity Attack0.0040512653
Insult0.011730902
Profanity0.011697251
Threat0.0062914654
Severe Toxicity0.00074863434
Low Tox 0.021314176 Constructive 0.763 Policy_Critique
Feb 23, 2026 11 likes 'We do know that there's …
I am looking for a job, I am really thinking of changing my name, as it seems that's the only way to get hired.
I am looking for a job, I am really thinking of changing my name, as it seems that's the only way to get hired.
Identity Attack0.0051427023
Insult0.009032886
Profanity0.016752819
Threat0.008259222
Severe Toxicity0.0012016296
Low Tox 0.02072494 Constructive 0.544 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
We as Canadians allowed this to happen we didn't fight back for what was our right and now this has happened and ppl are complaining about it. if you want to fix the problem we …
We as Canadians allowed this to happen we didn't fight back for what was our right and now this has happened and ppl are complaining about it. if you want to fix the problem we need to band together and force the government to change.
Identity Attack0.0048837173
Insult0.010286893
Profanity0.009647697
Threat0.0072882893
Severe Toxicity0.00074863434
Low Tox 0.019980038 Constructive 0.533 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
Wow. Such a massive change in such a short period of time. I'm impressed. A country within a country becoming just as successful. Who needs to assimilate ?
Wow. Such a massive change in such a short period of time. I'm impressed. A country within a country becoming just as successful. Who needs to assimilate ?
Identity Attack0.0048837173
Insult0.009944891
Profanity0.012107162
Threat0.0062785195
Severe Toxicity0.00074863434
Low Tox 0.019603057 Constructive 0.579 Identity_Assertion
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
My father immigrated to Canada from India in 1961 to complete his PhD, where he met my mother, a local farm girl. They married, and he soon joined Agriculture Canada as a research scientist at …
My father immigrated to Canada from India in 1961 to complete his PhD, where he met my mother, a local farm girl. They married, and he soon joined Agriculture Canada as a research scientist at the Regina Research Station in 1963. Over his remarkable 40-year career, he contributed significantly to the evolution of herbicide research during a transformative era for Canadian agriculture. In the 1960s, as herbicide use surged across the prairies—building on early selective compounds like 2,4-D introduced post-World War II—his work focused on environmental residues and applicator safety, helping refine application methods amid a boom that saw the number of available herbicides in Canada and the U.S. rise from about 25 in 1950 to over 100 by the end of the decade. This period marked the widespread adoption of chemicals for weed control, enabling reduced tillage and boosting crop yields in grain production. By the 1970s, Agriculture Canada's efforts intensified with the introduction of groundbreaking non-selective herbicides like glyphosate, which revolutionized prairie farming by facilitating no-till practices and minimizing soil erosion while controlling persistent weeds. My father's studies on herbicide drift, persistence in air and soil, and human exposure played a key role in ensuring safer, more effective use, aligning with broader innovations that transformed western Canada's grain sector into a global powerhouse. Into the 1980s, as resistance issues emerged and manufacturing processes improved to reduce contaminants like dioxins in phenoxy herbicides, his research supported sustainable advancements, including better monitoring and guidelines that influenced international standards. Through these decades, his pioneering contributions helped develop and optimize herbicides now employed worldwide, fundamentally changing farming practices and enhancing productivity across the vast Canadian prairies.
Identity Attack0.0053276913
Insult0.011920903
Profanity0.011936366
Threat0.006809296
Severe Toxicity0.0009441376
Low Tox 0.019226074 Constructive 0.633 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
The government needs to do something about it or we should do something about it we need a change fast
The government needs to do something about it or we should do something about it we need a change fast
Identity Attack0.0048097214
Insult0.008880884
Profanity0.013678487
Threat0.008401625
Severe Toxicity0.0011444092
Low Tox 0.018849092 Low Con 0.246 Call_To_Action
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I moved to Brampton in 1986 moved out in 1994 after the name changed to Bramladish
I moved to Brampton in 1986 moved out in 1994 after the name changed to Bramladish
Identity Attack0.005919657
Insult0.00975489
Profanity0.014771583
Threat0.0076766624
Severe Toxicity0.001077652
Low Tox 0.018849092 Moderate Con 0.47 Personal_Narrative
Dec 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I have an issue to pick with the framing of policy change as “changing the rule in the middle of the match” because “the match” has a clear time stamp for beginning and end. So …
I have an issue to pick with the framing of policy change as “changing the rule in the middle of the match” because “the match” has a clear time stamp for beginning and end. So when would it be appropriate for the government to make changes? A soccer game last for about 90 minutes, how long should an immigration pathway last?
Identity Attack0.0071035884
Insult0.008823884
Profanity0.010296722
Threat0.006485652
Severe Toxicity0.00071525574
Low Tox 0.01859777 Moderate Con 0.472 Policy_Critique
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
Build yes, but protect from? Was the north American culture changed in 1600. Was the language way of life changes? Is history repeating
Build yes, but protect from? Was the north American culture changed in 1600. Was the language way of life changes? Is history repeating
Identity Attack0.0065856185
Insult0.008880884
Profanity0.011167783
Threat0.0072106146
Severe Toxicity0.000872612
Low Tox 0.01822079 Low Con 0.273 Question
Aug 26, 2025 Why Canadians Are Turning Against …
Justin Trudeau said he was going to change the makeup of Canada
Justin Trudeau said he was going to change the makeup of Canada
Identity Attack0.0061046463
Insult0.009317887
Profanity0.011014067
Threat0.006912862
Severe Toxicity0.0009393692
Low Tox 0.01822079 Low Con 0.211
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
To the lady who sits in the car cries, please know you don't walk alone. I walk right beside you the same path. I pray that something changes for you and for myself Stay strong …
To the lady who sits in the car cries, please know you don't walk alone. I walk right beside you the same path. I pray that something changes for you and for myself Stay strong please ❤
Identity Attack0.0026453468
Insult0.009393888
Profanity0.010723713
Threat0.007029374
Severe Toxicity0.0006580353
Low Tox 0.01822079 Constructive 0.687
Sep 6, 2025 Why Canadians Are Turning Against …
So in other words nothing changing
So in other words nothing changing
Identity Attack0.0034962974
Insult0.008747884
Profanity0.014122557
Threat0.006977591
Severe Toxicity0.0010204315
Low Tox 0.017969469 Low Con 0.221
Jan 11, 2026 31 likes Canada’s new rules in 2026
I thought it was interesting how you point out Trudeau's policy changes, but don't point out the prior PM(Harper) removing the 6 week vetting period on TFW's and other anti-labour moves that also vastly increased …
I thought it was interesting how you point out Trudeau's policy changes, but don't point out the prior PM(Harper) removing the 6 week vetting period on TFW's and other anti-labour moves that also vastly increased immigration. Despite the government not properly integrating people or providing services for our own countrymen, this immigration has also staved off demographic collapse by several decades.
Identity Attack0.005512681
Insult0.010172892
Profanity0.009195087
Threat0.006003422
Severe Toxicity0.0005841255
Low Tox 0.01646154 Constructive 0.781
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
If only discussion will take place, nothing in this matter is going to change. We need action from the government.
If only discussion will take place, nothing in this matter is going to change. We need action from the government.
Identity Attack0.0030708222
Insult0.00817788
Profanity0.011355659
Threat0.007935578
Severe Toxicity0.00081062317
Low Tox 0.01608456 Low Con 0.26 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
I feel sorry for the companies in Canada... now there going to have to change all the signs from work Boots required to safety sandals required...
I feel sorry for the companies in Canada... now there going to have to change all the signs from work Boots required to safety sandals required...
Identity Attack0.005253696
Insult0.008804884
Profanity0.009212166
Threat0.0062979385
Severe Toxicity0.00061035156
Low Tox 0.015330595 Constructive 0.528
Jan 27, 2026 194 likes Inside Canada's Indian Invasion...
Big Changes this year for Canadians
Big Changes this year for Canadians
Identity Attack0.008102531
Insult0.00821588
Profanity0.01086035
Threat0.0068869707
Severe Toxicity0.0009059906
Low Tox 0.015204934 Low Con 0.274 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
How can you undo something systematically changed slowly over the years. The homeless said they dont pay taxes. Im not quite sure about what he said was true.
How can you undo something systematically changed slowly over the years. The homeless said they dont pay taxes. Im not quite sure about what he said was true.
Identity Attack0.0022753682
Insult0.009640889
Profanity0.009750174
Threat0.0058804373
Severe Toxicity0.0005173683
Low Tox 0.013697007 Constructive 0.528
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
All of this would change if Canada became the 51st state of America.
All of this would change if Canada became the 51st state of America.
Identity Attack0.006289636
Insult0.007645877
Profanity0.010279642
Threat0.0067898775
Severe Toxicity0.0008058548
Low Tox 0.0126288915 Low Con 0.139 Comparative_Framing
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
A lot has to do with the Canada's immigration policy and foreign policy. I came in 2010, this country has changed a lot.
A lot has to do with the Canada's immigration policy and foreign policy. I came in 2010, this country has changed a lot.
Identity Attack0.006955597
Insult0.007873878
Profanity0.009382962
Threat0.005974294
Severe Toxicity0.00056028366
Low Tox 0.012314741 Constructive 0.573 Personal_Narrative
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
A few months ago, we had a golden opportunity to change the narrative, many preferred not to.
A few months ago, we had a golden opportunity to change the narrative, many preferred not to.
Identity Attack0.00258985
Insult0.00813988
Profanity0.010450439
Threat0.0067251488
Severe Toxicity0.0005674362
Low Tox 0.012000589 Moderate Con 0.35
Aug 24, 2025 1,000 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.