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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

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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: "I so want to be …" 1,718 comments · Page 63 of 69
just passed the test right now, and the very first thing I wanted to do—before even telling my family—was to leave this comment. I watched the video only once, from the beginning up to question …
just passed the test right now, and the very first thing I wanted to do—before even telling my family—was to leave this comment. I watched the video only once, from the beginning up to question 215. One time only—yes, one time only. Then I took the test, and on my first attempt I passed with 15 correct answers out of 20. I honestly can’t believe it. I didn’t realize how much I knew until I was sitting there answering the questions. About 50% of them came directly from the first 215 questions in the video. I am truly, deeply grateful to everyone who worked on this video. It’s not just good—it’s amazing. After nine years of struggle with this citizenship journey, I finally feel like I can breathe… like I can fly a little. Thank you all, from the bottom of my heart. 🤍
Identity Attack0.0037922803
Insult0.020256994
Profanity0.021603432
Threat0.007573096
Severe Toxicity0.0016975403
Low Tox 0.044636376 Constructive 0.713 Personal_Narrative
Jan 25, 2026 4 likes Canadian Citizenship Test 2025 – …
Or just don’t go to the states they don’t want Canadians in their country
Or just don’t go to the states they don’t want Canadians in their country
Identity Attack0.05821496
Insult0.007430107
Profanity0.00012378902
Threat0.0003808538
Severe Toxicity0.0000062438776
Low Tox 0.044531915 Comparative_Framing
Dec 8, 2025
This guy in the bike hat could the whole show. All I wanted was to hear more. This guy has to be the open spoken person I have seen.
This guy in the bike hat could the whole show. All I wanted was to hear more. This guy has to be the open spoken person I have seen.
Identity Attack0.0043102503
Insult0.020321451
Profanity0.016752819
Threat0.007197669
Severe Toxicity0.0016403198
Low Tox 0.044141594 Moderate Con 0.493 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
If I want butter chicken I'm going to brown town.
If I want butter chicken I'm going to brown town.
Identity Attack0.010433395
Insult0.014314918
Profanity0.022423252
Threat0.00866054
Severe Toxicity0.0024032593
Low Tox 0.044141594 Moderate Con 0.346
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
We are losing entrepreneurship. Government restrictions and the lack of building. They just keep bringing in people to raise the population. All these new people who don't want to contribute and just live in the …
We are losing entrepreneurship. Government restrictions and the lack of building. They just keep bringing in people to raise the population. All these new people who don't want to contribute and just live in the system. To many, to fast
Identity Attack0.008435511
Insult0.019354604
Profanity0.011475217
Threat0.006602164
Severe Toxicity0.0010490417
Low Tox 0.0438942 Constructive 0.534 Economic_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
when you want to live in another country, why bringing the country you where living in with you? what the point then then? and when you love your country of origin, but the live is …
when you want to live in another country, why bringing the country you where living in with you? what the point then then? and when you love your country of origin, but the live is so hard there, you should respectful to the country which took you in. and when you want to change something, change your own country.
Identity Attack0.021786476
Insult0.012262905
Profanity0.014054239
Threat0.0066151097
Severe Toxicity0.0012779236
Low Tox 0.0438942 Constructive 0.551 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that …
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that were the case the health, and safety of Canadians is in question because no one wants to see reality. Canada cannot save the world when the boat is sinking at home. Sad state of affairs and no one wants to address the dangers at home.
Identity Attack0.022791367
Insult0.018710041
Profanity0.009750174
Threat0.0066798385
Severe Toxicity0.0012397766
Low Tox 0.043646812 Constructive 0.523 Fear_Threat
Feb 26, 2026 11 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I want to go to canada next summer but i am rethinking now after watching these videos,,i think its better to stay in JAMAICA
I want to go to canada next summer but i am rethinking now after watching these videos,,i think its better to stay in JAMAICA
Identity Attack0.02238941
Insult0.015340924
Profanity0.014190876
Threat0.0077672824
Severe Toxicity0.002374649
Low Tox 0.04315203 Moderate Con 0.432
Dec 13, 2025 1 likes Why Canadians Are Turning Against …
Is Michelle Rempel and her conservatives no longer taking money from Modi? I want Poilievre to have a background check. Is Poilievre compliant?
Is Michelle Rempel and her conservatives no longer taking money from Modi? I want Poilievre to have a background check. Is Poilievre compliant?
Identity Attack0.0039957687
Insult0.023608726
Profanity0.011902207
Threat0.006530962
Severe Toxicity0.00086307526
Low Tox 0.04290464 Moderate Con 0.344 Question
Sep 29, 2025 IRCC Names India in Study …
I been a legal immigrants in a few countries (for work) and I would always adapt to the country im in. And I usually dont go to places that are from my native country. Im …
I been a legal immigrants in a few countries (for work) and I would always adapt to the country im in. And I usually dont go to places that are from my native country. Im in the new country to experience that, if I want my native country things, I do it at home or go back to my country.
Identity Attack0.030433474
Insult0.011730902
Profanity0.014669105
Threat0.0067898775
Severe Toxicity0.001411438
Low Tox 0.042657252 Constructive 0.682 Personal_Narrative
Feb 28, 2026 Inside Canada's Indian Invasion...
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work …
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work experience, family, age, and knowledge of Canada's general culture. If you had all the points, you would be selected. It took about three years, and while waiting, you could not apply for any visa to enter Canada. The security check was part of the process, and the Canadian government asked applicants to enter the country by bringing money (Like one year's salary). This system was a perfect plan, and many Western countries wanted to copy that (As I heard on many French and American radios before), but the liberals broke the system! And I still don't know why!
Identity Attack0.008250522
Insult0.024897853
Profanity0.012243799
Threat0.0061878995
Severe Toxicity0.0013065338
Low Tox 0.04216247 Constructive 0.576
Nov 23, 2025 49 likes Quebec Ends Economic Immigration Program …
Real journalism. Max respect. My family is from Canada so I could live there if I wanted to. Glad I was born in the US instead.
Real journalism. Max respect. My family is from Canada so I could live there if I wanted to. Glad I was born in the US instead.
Identity Attack0.023796257
Insult0.014884921
Profanity0.010638315
Threat0.0063497215
Severe Toxicity0.0012588501
Low Tox 0.041915078 Constructive 0.663 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Hi sir I'm a Rohingya Refugee from Myanmar live in Thailand and I want to live in Canada please anybody help me +66913851315
Hi sir I'm a Rohingya Refugee from Myanmar live in Thailand and I want to live in Canada please anybody help me +66913851315
Identity Attack0.030691283
Insult0.012718908
Profanity0.020168742
Threat0.009851551
Severe Toxicity0.0026893616
Low Tox 0.04166769 Constructive 0.585
Jul 24, 2018 2 likes How much do refugees and …
I don't want gvmt to do my taxes
I don't want gvmt to do my taxes
Identity Attack0.008768492
Insult0.015264924
Profanity0.0147374235
Threat0.0072235605
Severe Toxicity0.0013256073
Low Tox 0.04166769 Moderate Con 0.321 Personal_Narrative
Jan 14, 2026 Canada’s new rules in 2026
We want more out
We want more out
Identity Attack0.0062526376
Insult0.01306091
Profanity0.022218296
Threat0.010421164
Severe Toxicity0.0023269653
Low Tox 0.04067813 Moderate Con 0.309
Dec 24, 2025 2 likes Deportations From Canada at Their …
The guy at 2:05 is the kind of people we want and welcome here. A smart, respectful man. Yes, you assimilate to our culture just as I would assimilate to yours if I moved to …
The guy at 2:05 is the kind of people we want and welcome here. A smart, respectful man. Yes, you assimilate to our culture just as I would assimilate to yours if I moved to your country. 🇨🇦 ❤
Identity Attack0.021585498
Insult0.012794908
Profanity0.021603432
Threat0.008414571
Severe Toxicity0.0024795532
Low Tox 0.03969839 Constructive 0.775 Solidarity
Jan 27, 2026 26 likes Inside Canada's Indian Invasion...
Nice vid but this is all over the country not just one city. Not once was it mentioned that Bramptonistan is almost entirely paid for the by the Region of Peel. It's almost a welfare …
Nice vid but this is all over the country not just one city. Not once was it mentioned that Bramptonistan is almost entirely paid for the by the Region of Peel. It's almost a welfare state. As for why they let it happen because it's what they want.
Identity Attack0.011099357
Insult0.013516913
Profanity0.019758832
Threat0.007534259
Severe Toxicity0.0017642975
Low Tox 0.039462693 Constructive 0.624 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We need to have what they need ? How about what we need? I don't care what immigration lawyer says. It's his business. Who said that studying abroad gives you a right to stay there? …
We need to have what they need ? How about what we need? I don't care what immigration lawyer says. It's his business. Who said that studying abroad gives you a right to stay there? Same with temporary workers. It is TEMPORARY. It shouldn't be automatic for students, they get an education and we choose who we want to stay.
Identity Attack0.01555616
Insult0.014808921
Profanity0.012517073
Threat0.0061231707
Severe Toxicity0.00096797943
Low Tox 0.039462693 Constructive 0.646 Policy_Critique
Jan 20, 2026 6 likes Why Canada’s immigration system has …
I just want to say my gratitude to the people behind this video, it helped me passed my test 18/20.
I just want to say my gratitude to the people behind this video, it helped me passed my test 18/20.
Identity Attack0.00984143
Insult0.013364912
Profanity0.025497584
Threat0.010680079
Severe Toxicity0.0030326843
Low Tox 0.039226998 Constructive 0.573
Dec 22, 2025 9 likes Canadian Citizenship Test 2025 – …
We have never had so much chaos ever in Canada. We give everything and many want more and never assimilate. They did to themselves.
We have never had so much chaos ever in Canada. We give everything and many want more and never assimilate. They did to themselves.
Identity Attack0.012541492
Insult0.017227544
Profanity0.011150704
Threat0.006492125
Severe Toxicity0.0010871887
Low Tox 0.038991302 Moderate Con 0.373
Nov 27, 2025 1 likes Quebec Ends Economic Immigration Program …
I knew people working at Immigration back in 2018, and they were raising concerns with their supervisors about significant fraudulent applications, but were told to keep pushing people through because the government wanted numbers.
I knew people working at Immigration back in 2018, and they were raising concerns with their supervisors about significant fraudulent applications, but were told to keep pushing people through because the government wanted numbers.
Identity Attack0.010137413
Insult0.019032324
Profanity0.011509376
Threat0.006492125
Severe Toxicity0.00089645386
Low Tox 0.038519915 Constructive 0.569 Personal_Narrative
Feb 26, 2026 53 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I had a feeling it was the B Block but I just wanted to make sure
I had a feeling it was the B Block but I just wanted to make sure
Identity Attack0.0073995716
Insult0.01313691
Profanity0.029888187
Threat0.009074804
Severe Toxicity0.0022792816
Low Tox 0.03828422 Moderate Con 0.458 Meta_Commentary
Jan 26, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
The only people that do not want to tighten immigration are the big corporations that want more labourers to further drive down wages.
The only people that do not want to tighten immigration are the big corporations that want more labourers to further drive down wages.
Identity Attack0.020078164
Insult0.012642908
Profanity0.010484599
Threat0.0064079775
Severe Toxicity0.00093460083
Low Tox 0.038048524 Low Con 0.292 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
Those Sun chips are a luxury. You want to afford chips? You gotta buy the Great Value 😒
Those Sun chips are a luxury. You want to afford chips? You gotta buy the Great Value 😒
Identity Attack0.002626848
Insult0.0154929245
Profanity0.015659723
Threat0.0074048014
Severe Toxicity0.0015640259
Low Tox 0.038048524 Low Con 0.277 Economic_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
Liberal want them for votes where do you think they get their seats
Liberal want them for votes where do you think they get their seats
Identity Attack0.012842959
Insult0.01625293
Profanity0.012414595
Threat0.007145886
Severe Toxicity0.0010442734
Low Tox 0.03781283 Low Con 0.252 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …

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.