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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: "*This is how an ACTUAL …" 466 comments · Page 18 of 19
Are these deportation court orders or actual physical removals? Historically, none of these are enforced.
Are these deportation court orders or actual physical removals? Historically, none of these are enforced.
Identity Attack0.008879486
Insult0.009146886
Profanity0.010569996
Threat0.010214032
Severe Toxicity0.0013256073
Low Tox 0.02968135 Low Con 0.252 Question
Dec 24, 2025 1 likes Deportations From Canada at Their …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less than the $57k/yr is considered lower class. So, again, another indicator that the Canadian government doesn't actually care about the middle class and is fine seeing it dwindle further.
Identity Attack0.008065533
Insult0.015568925
Profanity0.011116544
Threat0.00598724
Severe Toxicity0.00076293945
Low Tox 0.02873857 Constructive 0.641
Jan 3, 2026 5 likes New rules, regulations take effect …
From the comments it seems that no one actually watched the whole video...
From the comments it seems that no one actually watched the whole video...
Identity Attack0.0030708222
Insult0.011578901
Profanity0.014088398
Threat0.007029374
Severe Toxicity0.00096321106
Low Tox 0.028031485 Low Con 0.218 Meta_Commentary
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Oh my goodness someone’s actually saying something about it
Oh my goodness someone’s actually saying something about it
Identity Attack0.004920715
Insult0.010894896
Profanity0.021535112
Threat0.0083886795
Severe Toxicity0.00166893
Low Tox 0.027913637 Moderate Con 0.336 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
i liked when the GTA actually felt diverse
i liked when the GTA actually felt diverse
Identity Attack0.009989422
Insult0.011160898
Profanity0.018802373
Threat0.008285114
Severe Toxicity0.0019168854
Low Tox 0.02779579 Moderate Con 0.313 Identity_Assertion
Dec 18, 2025 Inside Canada's Indian Metropolis (Brampton)
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has run out, and during this stressful time, I have only had 4 actual interviews with real human beings. I am also a caregiver for both of my parents, and working remotely has been my profession for the last 7 years. Remote work allows me to both care for them and bring in a full-time income. Despite having 30 years of customer service experience, I find myself being overlooked. Many companies now use AI to prescreen resumes, so if your resume isn’t ATS-friendly, it often never gets seen by a human. Even if you make it past that stage, there are endless AI-driven assessments before you even have a chance to speak with someone. And when you finally do, it’s often yet another layer of screening rather than a real interview. I know I bring value — I consistently receive compliments from customers across cultures for speaking clearly, precisely, and making their experience enjoyable. Yet I find myself competing with younger candidates who can work longer hours, or new immigrants that companies often prioritize, sometimes with government incentives. At 55, I feel like I’m being overlooked despite my proven skills and professionalism. Right now, I live with my retired parents and should be caring for them. Instead, my father is helping me pay my bills so I don’t ruin the credit I worked so hard to build. If I don’t secure a job soon, I fear I’ll lose everything else I’ve managed to hold onto. The stress is overwhelming — I cry daily, and on top of everything, I also face health issues of my own, but I have no space to focus on them because survival takes priority. Canada today feels very different from the country I grew up in. Since the pandemic, things have become harder in every way — jobs, housing, and simply living. Even if I manage to secure work, rent alone now takes up nearly 75% of what I’d earn, not even including other basic bills. It’s disheartening to feel like no matter how hard I push, I can’t get ahead.
Identity Attack0.006474625
Insult0.015796926
Profanity0.014293353
Threat0.0064079775
Severe Toxicity0.0012207031
Low Tox 0.027560094 Constructive 0.813 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
they are actually nice people
they are actually nice people
Identity Attack0.008879486
Insult0.011236899
Profanity0.02167175
Threat0.008686432
Severe Toxicity0.0020885468
Low Tox 0.026263772 Moderate Con 0.42
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
How much of this CBC propaganda do you actually believe?
How much of this CBC propaganda do you actually believe?
Identity Attack0.003348306
Insult0.014732921
Profanity0.010535837
Threat0.0059937127
Severe Toxicity0.0007867813
Low Tox 0.025792383 Low Con 0.175
Apr 1, 2019 How much do refugees and …
It's a correction for allowing too many claimants entering Canada with applications on shaky grounds. Glad it will save us 100s of millions offloading them from the support systems everyday Canadians actually need in these …
It's a correction for allowing too many claimants entering Canada with applications on shaky grounds. Glad it will save us 100s of millions offloading them from the support systems everyday Canadians actually need in these times.
Identity Attack0.008509507
Insult0.01306091
Profanity0.00993805
Threat0.0073918556
Severe Toxicity0.00096321106
Low Tox 0.025792383 Constructive 0.601
Dec 24, 2025 Deportations From Canada at Their …
Who are actually native Canadian?
Who are actually native Canadian?
Identity Attack0.019073274
Insult0.010400894
Profanity0.010945748
Threat0.0060649146
Severe Toxicity0.0009918213
Low Tox 0.025556687 Low Con 0.264 Question
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
actually we LOVE it ...way too late
actually we LOVE it ...way too late
Identity Attack0.0041067624
Insult0.010742896
Profanity0.017094411
Threat0.008026198
Severe Toxicity0.0017261505
Low Tox 0.025556687 Moderate Con 0.47 Solidarity
Feb 11, 2026 Canada's tighter immigration policy divides …
Actually support for tightened immigration controls is extremely high.
Actually support for tightened immigration controls is extremely high.
Identity Attack0.012061302
Insult0.008899884
Profanity0.011099464
Threat0.006537435
Severe Toxicity0.0010299683
Low Tox 0.023906821 Moderate Con 0.38 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
There are way more than 800,000 people actually living in Brampton. Even local politicians acknowledge this. The censuses obviously don't count people here living illegally in lofts above their workplaces, nor do they count the …
There are way more than 800,000 people actually living in Brampton. Even local politicians acknowledge this. The censuses obviously don't count people here living illegally in lofts above their workplaces, nor do they count the thousands upon thousands of people living packed into illegal basement apartments and officially empty "investment properties." Why do you think covid lasted longer in Brampton than anywhere else in Canada and commuting in this city is impossible
Identity Attack0.008435511
Insult0.012414906
Profanity0.009681856
Threat0.006058442
Severe Toxicity0.0008392334
Low Tox 0.023906821 Constructive 0.715 Unverified_Claim
Dec 16, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian food is actually very good
Indian food is actually very good
Identity Attack0.013646871
Insult0.009317887
Profanity0.017982552
Threat0.007624879
Severe Toxicity0.0019168854
Low Tox 0.023553278 Moderate Con 0.364 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I am surprised that you actually didn't cut the interview short?
I am surprised that you actually didn't cut the interview short?
Identity Attack0.001951637
Insult0.0107048955
Profanity0.012448754
Threat0.007832011
Severe Toxicity0.0008535385
Low Tox 0.022846194 Moderate Con 0.419 Meta_Commentary
Feb 24, 2026 5 likes 'We do know that there's …
Where the Punjab is actually
Where the Punjab is actually
Identity Attack0.010951365
Insult0.00975489
Profanity0.016889455
Threat0.007819066
Severe Toxicity0.0015926361
Low Tox 0.021314176 Low Con 0.288 Meta_Commentary
Feb 11, 2026 Inside Canada's Indian Invasion...
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 …
It's pretty obvious that most of the commenters here didn't actually watch the video.
It's pretty obvious that most of the commenters here didn't actually watch the video.
Identity Attack0.0027378413
Insult0.010590895
Profanity0.011816809
Threat0.0064144502
Severe Toxicity0.0007200241
Low Tox 0.020607091 Low Con 0.246
Oct 25, 2017 7 likes How much do refugees and …
Quebec actually has had its own immigration policy and section at Canadian embassies throughout the world. Those who wanted to immigrate to Canada found it easier and faster to immigrate through Quebec than through Canada …
Quebec actually has had its own immigration policy and section at Canadian embassies throughout the world. Those who wanted to immigrate to Canada found it easier and faster to immigrate through Quebec than through Canada in general. This was due to the French language requirements in order to increase the number of French speakers. However, many would abuse the system by immigrating to Quebec, then move to more anglophone provinces and cities like Toronto or Vancouver...
Identity Attack0.009360458
Insult0.010096892
Profanity0.009562299
Threat0.0061878995
Severe Toxicity0.0006723404
Low Tox 0.020231359 Moderate Con 0.473
Nov 21, 2025 50 likes Quebec Ends Economic Immigration Program …
Pretty sure I'm not legally allowed to say what I actually think about this topic here in Canada but I must say I very much appreciate this video. Thank you!
Pretty sure I'm not legally allowed to say what I actually think about this topic here in Canada but I must say I very much appreciate this video. Thank you!
Identity Attack0.009989422
Insult0.009184887
Profanity0.013473531
Threat0.0072365063
Severe Toxicity0.0011301041
Low Tox 0.0201057 Constructive 0.607 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I may try to move to QC. From Ont. Now. Actually No
I may try to move to QC. From Ont. Now. Actually No
Identity Attack0.005660672
Insult0.009298887
Profanity0.011167783
Threat0.006809296
Severe Toxicity0.0009059906
Low Tox 0.019477395 Moderate Con 0.491 Personal_Narrative
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
So they would be looking if they actually did the work!
So they would be looking if they actually did the work!
Identity Attack0.0017666477
Insult0.00975489
Profanity0.012312118
Threat0.0066733654
Severe Toxicity0.00074863434
Low Tox 0.01834645 Low Con 0.207
Sep 30, 2025 IRCC Names India in Study …
You know you’re in Canada when the opposition party is held to a higher standard of conduct than the actual government…
You know you’re in Canada when the opposition party is held to a higher standard of conduct than the actual government…
Identity Attack0.006622616
Insult0.010970897
Profanity0.009451281
Threat0.0059160385
Severe Toxicity0.00062942505
Low Tox 0.017592486 Low Con 0.195 Policy_Critique
Feb 26, 2026 85 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Endless gone Is there a panel that decides on the aslym claim or one person what is the actual process and does it need to go through the senate to become law
Endless gone Is there a panel that decides on the aslym claim or one person what is the actual process and does it need to go through the senate to become law
Identity Attack0.0031633168
Insult0.008785884
Profanity0.01261955
Threat0.0069516995
Severe Toxicity0.0007534027
Low Tox 0.017466826 Low Con 0.237 Question
Feb 23, 2026 'We do know that there's …
Great Replacement is Great Actually ✌🏾.
Great Replacement is Great Actually ✌🏾.
Identity Attack0.0032373124
Insult0.008899884
Profanity0.014669105
Threat0.0074306927
Severe Toxicity0.001335144
Low Tox 0.017466826 Moderate Con 0.313 Unverified_Claim
Jan 28, 2026 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.