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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: "Canada, we love you. I …" 207 comments · Page 8 of 9
Canadian male here born here 53 Iv got a Canadian flag on my arm I used to love this country and what it stood for now If was going to get the tattoo over again …
Canadian male here born here 53 Iv got a Canadian flag on my arm I used to love this country and what it stood for now If was going to get the tattoo over again wouldn't do it This is not what Canada is about this has to stop
Identity Attack0.016862517
Insult0.01617693
Profanity0.0118338885
Threat0.0067057298
Severe Toxicity0.0012683868
Low Tox 0.0438942 Constructive 0.679 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Eventually we’re going to lose our already fragile identity and be simply pushed out. The takeover has already begun and has clearly swung in their favour. R.I.P the Canada I once knew and loved.
Eventually we’re going to lose our already fragile identity and be simply pushed out. The takeover has already begun and has clearly swung in their favour. R.I.P the Canada I once knew and loved.
Identity Attack0.01374736
Insult0.016556932
Profanity0.010809111
Threat0.009955117
Severe Toxicity0.0015640259
Low Tox 0.043646812 Moderate Con 0.407 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I do love canada and its culture. Even as a immigrant I had a blessing to be in a country that welcomed people. Now its getting to worst part of being that welcoming. In recent …
I do love canada and its culture. Even as a immigrant I had a blessing to be in a country that welcomed people. Now its getting to worst part of being that welcoming. In recent years I have seen and felt the humiliation I even faced even after becoming PR of this country. That jobless problem is real, very real. PM carney has to do something really serious real fast or I don’t wanna say it, you got it by now. Tc fellas.
Identity Attack0.010655383
Insult0.018581128
Profanity0.01084327
Threat0.006550381
Severe Toxicity0.001077652
Low Tox 0.03781283 Constructive 0.739 Personal_Narrative
Aug 24, 2025 12 likes Why Canadians Are Turning Against …
sikhs know for their honesty and bravery,sikhs in canada definately love canadian land and they are trustworthy
sikhs know for their honesty and bravery,sikhs in canada definately love canadian land and they are trustworthy
Identity Attack0.027011903
Insult0.011920903
Profanity0.01620627
Threat0.007145886
Severe Toxicity0.0018787384
Low Tox 0.034513097 Constructive 0.506 Solidarity
Feb 11, 2026 Inside Canada's Indian Invasion...
European here. I love Canada and Canadians, but people are getting exactly what they voted for — and more.
European here. I love Canada and Canadians, but people are getting exactly what they voted for — and more.
Identity Attack0.016259583
Insult0.014238917
Profanity0.010689554
Threat0.0062979385
Severe Toxicity0.0010633469
Low Tox 0.034513097 Constructive 0.565 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Punjabi loves Canada...!!!
Punjabi loves Canada...!!!
Identity Attack0.020882076
Insult0.015720926
Profanity0.014600786
Threat0.006712203
Severe Toxicity0.0019168854
Low Tox 0.034041706 Moderate Con 0.4
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
Just wanna say, cause I don't think its said enough, I commend the journalistic integrity that you started out with and maintain throughout your work. Thank you for your commitment to hearing many sides of …
Just wanna say, cause I don't think its said enough, I commend the journalistic integrity that you started out with and maintain throughout your work. Thank you for your commitment to hearing many sides of the story. My brother is a journalist in NYC and he also amplifies voices that are so often drowned out by louder, flashier ones. As a Canadian, who was born in South Africa, but have grown up in BC since elementary school, I feel incredibly grateful for the opportunity this country has given my family. We all work hard to build on the values shared in this nation. I love learning about aspects of Canada that I am unfamiliar with, but ultimately help shape its identity. 🙏
Identity Attack0.0076585566
Insult0.01819439
Profanity0.014771583
Threat0.006686311
Severe Toxicity0.0011396408
Low Tox 0.03109552 Constructive 0.882 Solidarity
Oct 8, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
Thanks for helping us in canada and releasing this video the day after my birthday lol love you tyler
Thanks for helping us in canada and releasing this video the day after my birthday lol love you tyler
Identity Attack0.0065856185
Insult0.011996903
Profanity0.019963788
Threat0.007870848
Severe Toxicity0.0019073486
Low Tox 0.028856417 Constructive 0.504
Jan 27, 2026 Inside Canada's Indian Invasion...
Mashallah Punjabi folk , what a lovely community , I bet u guys are serving CANADA well , RAB DUNYA DA MALIK HAI OR KOI NAHI❤❤❤
Mashallah Punjabi folk , what a lovely community , I bet u guys are serving CANADA well , RAB DUNYA DA MALIK HAI OR KOI NAHI❤❤❤
Identity Attack0.014149316
Insult0.020966014
Profanity0.024541125
Threat0.008362788
Severe Toxicity0.0035476685
Low Tox 0.02779579 Constructive 0.53 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for doing a video on this!! I’m Canadian and I I love everyone, but this is really what Canada is like now…. It’s changed a lot.
Thank you for doing a video on this!! I’m Canadian and I I love everyone, but this is really what Canada is like now…. It’s changed a lot.
Identity Attack0.014752249
Insult0.0113889
Profanity0.014874061
Threat0.007883795
Severe Toxicity0.0017356873
Low Tox 0.026617315 Constructive 0.603 Fear_Threat
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
Guy on the bike outside of Tim's is the Canada I know and love.
Guy on the bike outside of Tim's is the Canada I know and love.
Identity Attack0.007917541
Insult0.012642908
Profanity0.0103992
Threat0.007314181
Severe Toxicity0.0012874603
Low Tox 0.025320992 Constructive 0.515 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take advantage of all the freedoms and continue doing what they are doing.
Identity Attack0.014048826
Insult0.0114649
Profanity0.010023449
Threat0.0059807673
Severe Toxicity0.0009059906
Low Tox 0.025320992 Moderate Con 0.481 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Canadian here, I love Indians, hard working people, respectful with a low crime rate, good food, good music, I love my Indian neighbours here in Canada, very peaceful and trustworthy and very educated.
Canadian here, I love Indians, hard working people, respectful with a low crime rate, good food, good music, I love my Indian neighbours here in Canada, very peaceful and trustworthy and very educated.
Identity Attack0.015757138
Insult0.010248893
Profanity0.015318131
Threat0.007948523
Severe Toxicity0.0017547607
Low Tox 0.02449606 Constructive 0.665 Solidarity
Feb 24, 2026 Inside Canada's Indian Invasion...
1st person spoke Absolutely the Truth ! Canada was built by immigrants and they loved Canadian Values and that’s why it was here all the way to 2018 With the Liberals Federal and PROVINCIAL Governments …
1st person spoke Absolutely the Truth ! Canada was built by immigrants and they loved Canadian Values and that’s why it was here all the way to 2018 With the Liberals Federal and PROVINCIAL Governments with what they did to every single Canadian Citizen ! All an Agenda and there’s going to be a major snap back ! I hope We as Humanity wake up and join together to bring peace and prosperity back not by government but by each and every single Culture has an.
Identity Attack0.010803374
Insult0.011578901
Profanity0.00998929
Threat0.0060778605
Severe Toxicity0.0010681152
Low Tox 0.023671126 Constructive 0.691
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
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 …
I for one love immigrants in Canada. They add colour, life and vibrancy to this country and we have so much to learn from each other.
I for one love immigrants in Canada. They add colour, life and vibrancy to this country and we have so much to learn from each other.
Identity Attack0.012340514
Insult0.008690883
Profanity0.011082385
Threat0.006530962
Severe Toxicity0.0008916855
Low Tox 0.020231359 Constructive 0.621
Sep 1, 2025 Why Canadians Are Turning Against …
As a Pakistani Canadian I respect Canadians , love Canadian culture. Canada is our chosen homeland and we truly love this great country. I raise two daughters here and one is a successful professional civil …
As a Pakistani Canadian I respect Canadians , love Canadian culture. Canada is our chosen homeland and we truly love this great country. I raise two daughters here and one is a successful professional civil engineer and second is a chartered accountant.
Identity Attack0.009989422
Insult0.009279887
Profanity0.013131939
Threat0.006874025
Severe Toxicity0.0012111664
Low Tox 0.019854378 Constructive 0.713 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
ICE like policing in Canada? Love it! Where do we sign up? 😊
ICE like policing in Canada? Love it! Where do we sign up? 😊
Identity Attack0.00569767
Insult0.010020891
Profanity0.010108846
Threat0.006815769
Severe Toxicity0.0010442734
Low Tox 0.017969469 Moderate Con 0.413
Jan 17, 2026 2.9 million Canadian temporary visas …
Seriously Tyler… I want to cry. Thank you for acknowledging Canada.🇨🇦 we love you bro.
Seriously Tyler… I want to cry. Thank you for acknowledging Canada.🇨🇦 we love you bro.
Identity Attack0.0023493639
Insult0.008595883
Profanity0.010894509
Threat0.006757513
Severe Toxicity0.0007200241
Low Tox 0.014827953 Constructive 0.57
Jan 27, 2026 Inside Canada's Indian Invasion...
We love Canada too😭😭😭💔
We love Canada too😭😭😭💔
Identity Attack0.005919657
Insult0.0077408776
Profanity0.012482914
Threat0.006543908
Severe Toxicity0.0010347366
Low Tox 0.014576632 Moderate Con 0.495 Solidarity
Jan 16, 2026 2 likes Why Canadians Are Turning Against …
As an immigrant I thank canada for the help, I will work hard and pay taxes to repay the favor. I love this country and will do everything to pay back to the community.
As an immigrant I thank canada for the help, I will work hard and pay taxes to repay the favor. I love this country and will do everything to pay back to the community.
Identity Attack0.006622616
Insult0.007493876
Profanity0.010467518
Threat0.006440342
Severe Toxicity0.00066280365
Low Tox 0.013822667 Constructive 0.651
Oct 11, 2020 6 likes How much do refugees and …
Still we love canada
Still we love canada
Identity Attack0.0056236745
Insult0.007835878
Profanity0.012073003
Threat0.006770459
Severe Toxicity0.001077652
Low Tox 0.013257195 Moderate Con 0.422 Solidarity
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
Save Canada!!!!!!!!!!!!! I love Canada and its people.
Save Canada!!!!!!!!!!!!! I love Canada and its people.
Identity Attack0.004680229
Insult0.0073798755
Profanity0.01128734
Threat0.0074436385
Severe Toxicity0.0010681152
Low Tox 0.012754552 Moderate Con 0.462 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I arrived in Canada 25 years ago. Yes, I am an immigrant — but I embraced this country, learned its language, and built my life here. Canadians welcomed me with open arms, and I carry …
I arrived in Canada 25 years ago. Yes, I am an immigrant — but I embraced this country, learned its language, and built my life here. Canadians welcomed me with open arms, and I carry deep respect and gratitude for that generosity. But Canada today is not the Canada of 25, or even 15, years ago. Our nation has changed profoundly. And because I love this country, I believe we must not be afraid to speak up, to protect the values and culture that make Canada the home we cherish.
Identity Attack0.005956655
Insult0.007797878
Profanity0.009801413
Threat0.0062137907
Severe Toxicity0.0006246567
Low Tox 0.011686437 Constructive 0.733 Personal_Narrative
Sep 10, 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.