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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: "They have no rights to …" 837 comments · Page 30 of 34
The guy with the bike is 100% right
The guy with the bike is 100% right
Identity Attack0.0058086636
Insult0.01309891
Profanity0.017367685
Threat0.008815889
Severe Toxicity0.002002716
Low Tox 0.03062413 Low Con 0.292 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
I got 15/20. I'm passes right? Pls someone reply
I got 15/20. I'm passes right? Pls someone reply
Identity Attack0.00673361
Insult0.010020891
Profanity0.020373698
Threat0.0100069
Severe Toxicity0.002040863
Low Tox 0.029799197 Moderate Con 0.457 Question
Dec 22, 2025 Canadian Citizenship Test 2025 – …
Canada needs a visa/immigration cap per country. Right now immigration is about bolstering vote bank
Canada needs a visa/immigration cap per country. Right now immigration is about bolstering vote bank
Identity Attack0.012842959
Insult0.011236899
Profanity0.010125926
Threat0.00666042
Severe Toxicity0.0009822845
Low Tox 0.029563503 Low Con 0.213 Policy_Critique
Feb 11, 2026 3 likes Canada's tighter immigration policy divides …
12.59 HE RIGHT 100%. 100%
12.59 HE RIGHT 100%. 100%
Identity Attack0.004846719
Insult0.010742896
Profanity0.018665737
Threat0.009747985
Severe Toxicity0.0029754639
Low Tox 0.029563503 Low Con 0.287
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
The country needs the right type of temporary workers that can support the building of housing and not cheap agriculture labor. Also from a student point of view; if they are studying in areas which …
The country needs the right type of temporary workers that can support the building of housing and not cheap agriculture labor. Also from a student point of view; if they are studying in areas which aren't aligned to the needs of the country then need to go back home. It would be a disservice to Canadian's and the students to keep them here.
Identity Attack0.008768492
Insult0.015188923
Profanity0.009434202
Threat0.0062008454
Severe Toxicity0.00084400177
Low Tox 0.029563503 Constructive 0.682 Policy_Critique
Feb 22, 2026 Canada's tighter immigration policy divides …
I totally agree with them. Free this free that free everything more struggling. What do you believe? Why wouldn't people reach out about it? It's not right
I totally agree with them. Free this free that free everything more struggling. What do you believe? Why wouldn't people reach out about it? It's not right
Identity Attack0.0027193425
Insult0.01309891
Profanity0.013029462
Threat0.00675104
Severe Toxicity0.00079631805
Low Tox 0.029327808 Constructive 0.68 Question
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I'm from Quebec i know it's hard to do but could you send me the adress of the safehouse so we can fix this in Montreal city! I'll send this to the right people so …
I'm from Quebec i know it's hard to do but could you send me the adress of the safehouse so we can fix this in Montreal city! I'll send this to the right people so they can go raid those places, big love from Quebec keep up the journalism
Identity Attack0.0061416444
Insult0.010780896
Profanity0.011167783
Threat0.010990778
Severe Toxicity0.0014400482
Low Tox 0.028974265 Constructive 0.736
Jan 27, 2026 Inside Canada's Indian Invasion...
I dont think a homeless guy riding around in snow on a bike has the right to complain about other people’s situations especially those that are on welfare
I dont think a homeless guy riding around in snow on a bike has the right to complain about other people’s situations especially those that are on welfare
Identity Attack0.008324518
Insult0.0114649
Profanity0.013029462
Threat0.0069516995
Severe Toxicity0.0010871887
Low Tox 0.028974265 Moderate Con 0.404 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Stopped watching right after he start advertising mobile gambling games!
Stopped watching right after he start advertising mobile gambling games!
Identity Attack0.0021828737
Insult0.01306091
Profanity0.0127903465
Threat0.006530962
Severe Toxicity0.0008869171
Low Tox 0.028502874 Low Con 0.225 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you Michelle.. finally someone is asking the right questions. If these four women.. do not have a clue where these 79,000 students are they should be held accountable. They should be investigated..
Thank you Michelle.. finally someone is asking the right questions. If these four women.. do not have a clue where these 79,000 students are they should be held accountable. They should be investigated..
Identity Attack0.009545447
Insult0.01313691
Profanity0.009417122
Threat0.006757513
Severe Toxicity0.000667572
Low Tox 0.028031485 Constructive 0.625
Sep 29, 2025 IRCC Names India in Study …
The sikh man talked the right thing,, respect sir
The sikh man talked the right thing,, respect sir
Identity Attack0.015254694
Insult0.011084898
Profanity0.018392462
Threat0.009204263
Severe Toxicity0.002155304
Low Tox 0.027677942 Moderate Con 0.469 Solidarity
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
You guys all right?
You guys all right?
Identity Attack0.0057346676
Insult0.0115029
Profanity0.016616182
Threat0.00789674
Severe Toxicity0.0015830994
Low Tox 0.027560094 Moderate Con 0.426 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
The old man in the beginning was wise. He went right to point.
The old man in the beginning was wise. He went right to point.
Identity Attack0.0034038029
Insult0.015188923
Profanity0.012517073
Threat0.00704232
Severe Toxicity0.0009202957
Low Tox 0.02685301 Low Con 0.286 Meta_Commentary
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
8 mins-He doesnt like living there but "the price was right"
8 mins-He doesnt like living there but "the price was right"
Identity Attack0.0042547537
Insult0.0103248935
Profanity0.01309778
Threat0.0077802283
Severe Toxicity0.0011730194
Low Tox 0.026499467 Moderate Con 0.368 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Proper cultures have right-of-way.
Proper cultures have right-of-way.
Identity Attack0.012061302
Insult0.009089886
Profanity0.01535229
Threat0.007249452
Severe Toxicity0.0013923645
Low Tox 0.026028076 Low Con 0.245
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Every bit of you is right.
Every bit of you is right.
Identity Attack0.0040512653
Insult0.012528907
Profanity0.016889455
Threat0.007521313
Severe Toxicity0.0013446808
Low Tox 0.025556687 Moderate Con 0.447 Meta_Commentary
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. …
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. Yes there are some people overstaying and need to be removed otherwise there will be problems. But let’s just keep our facts right
Identity Attack0.004088263
Insult0.009678889
Profanity0.012107162
Threat0.009929225
Severe Toxicity0.0012588501
Low Tox 0.025085296 Constructive 0.603 Policy_Critique
Jan 19, 2026 2.9 million Canadian temporary visas …
Unbelievable! Not a single question on the exam came from the 411 questions—I wasted two full days watching the videos three times! Luckily, I studied the Discover Canada book and managed to get 17 questions …
Unbelievable! Not a single question on the exam came from the 411 questions—I wasted two full days watching the videos three times! Luckily, I studied the Discover Canada book and managed to get 17 questions right, just barely passing. Don’t fall for it like I did!
Identity Attack0.0016279058
Insult0.013174911
Profanity0.011423977
Threat0.006136116
Severe Toxicity0.00074863434
Low Tox 0.024849601 Constructive 0.593
Sep 20, 2025 2 likes Canadian Citizenship Test 2025 – …
American, Canadian, Australian, New Zealander, Irish, and British patriots all need to unite more than ever right now.
American, Canadian, Australian, New Zealander, Irish, and British patriots all need to unite more than ever right now.
Identity Attack0.013546381
Insult0.009241886
Profanity0.014088398
Threat0.008531082
Severe Toxicity0.0015068054
Low Tox 0.024260364 Moderate Con 0.453 Identity_Assertion
Feb 3, 2026 14 likes Inside Canada's Indian Invasion...
I am a new permanent resident in Canada. This video is very true regarding our integration. You are absolutely right. Newcomers must integrate, as it is the beginning of a new life in a new …
I am a new permanent resident in Canada. This video is very true regarding our integration. You are absolutely right. Newcomers must integrate, as it is the beginning of a new life in a new environment. What I do not fully agree with is when you complain about the social benefits given by the government to newcomers. It is not free money; we will pay it back later in taxes. We cannot build life projects depending on these benefits. Ask each newcomer if they are satisfied with these benefits rather than a good job. We want to contribute to the economy of this beautiful country. For example, I came to Canada with specific goals, including starting an IT company, which was difficult to achieve at home due to lack of opportunities. So, don't blame immigrants too much; in my opinion, responsibilities should be shared among all of us, including the government.
Identity Attack0.006696612
Insult0.013896915
Profanity0.011816809
Threat0.0062526283
Severe Toxicity0.0008869171
Low Tox 0.024260364 Constructive 0.915 Personal_Narrative
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
From Ireland right?
From Ireland right?
Identity Attack0.011025362
Insult0.009640889
Profanity0.014703264
Threat0.0074436385
Severe Toxicity0.0015163422
Low Tox 0.023906821 Moderate Con 0.415 Question
Oct 3, 2025 IRCC Names India in Study …
Making Indigenous languages official in Canada faces struggles due to the deep, ongoing impact of colonization (residential schools, assimilation policies), the sheer number of endangered languages (over 70), lack of constitutional protection like English/French have, …
Making Indigenous languages official in Canada faces struggles due to the deep, ongoing impact of colonization (residential schools, assimilation policies), the sheer number of endangered languages (over 70), lack of constitutional protection like English/French have, funding gaps, and challenges implementing legislation like the Indigenous Languages Act effectively, despite strong community efforts for revitalization. The core issue is moving beyond mere documentation to ensuring effective support for daily use, education, and government services, a goal hindered by historical trauma and systemic neglect.  Key Struggles & Challenges: Colonial Legacy: Policies like the Indian Act and residential schools suppressed languages, causing massive loss, with trauma still affecting intergenerational transmission. Constitutional Gap: Unlike English and French, Indigenous languages lack explicit, strong constitutional rights (e.g., in the Charter) for government services, as noted in this article from indigenouswatchdog.org. Urgency & Scarcity: Most of Canada's 70+ Indigenous languages are endangered, with many facing imminent extinction, requiring immediate action from the last fluent elders. Implementation of Legislation: The Indigenous Languages Act (2019) aims to support revitalization, but it's criticized for being non-binding and not creating effective rights, meaning legal recognition doesn't always translate to real-world resources or services. Funding & Resource Gaps: While funding exists, it's often insufficient, limited in scope, or not reaching grassroots efforts effectively, making comprehensive revitalization difficult. Integration Challenges: Integrating Indigenous languages into education (K-12, higher ed) and public services (health, justice) remains a significant hurdle, even where there's political will, as seen in territories with official Indigenous languages.
Identity Attack0.009471451
Insult0.013668913
Profanity0.010621235
Threat0.006550381
Severe Toxicity0.00091552734
Low Tox 0.023906821 Constructive 0.629 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
So Punjab is not a part of India right?
So Punjab is not a part of India right?
Identity Attack0.015154205
Insult0.010172892
Profanity0.015249812
Threat0.006815769
Severe Toxicity0.0012207031
Low Tox 0.023906821 Low Con 0.247 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
Right now i passed my test😊just because of this video very very helpful.. thank you so muchhh for the video 🙏
Right now i passed my test😊just because of this video very very helpful.. thank you so muchhh for the video 🙏
Identity Attack0.0066596144
Insult0.009431887
Profanity0.019758832
Threat0.010058682
Severe Toxicity0.002193451
Low Tox 0.023553278 Constructive 0.537
Sep 25, 2025 2 likes Canadian Citizenship Test 2025 – …

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.