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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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Active: "I am an American and …" 470 comments · Page 17 of 19
Dave Chappelle’s mother, Dr. Yvonne Seon (née Reed), was not a spy, but she did have a very unusual background that sometimes sparks those rumors. Here’s what’s known: Academic & Diplomatic Work: Dr. Seon was …
Dave Chappelle’s mother, Dr. Yvonne Seon (née Reed), was not a spy, but she did have a very unusual background that sometimes sparks those rumors. Here’s what’s known: Academic & Diplomatic Work: Dr. Seon was an academic and later became one of the first African American women to be ordained in the Unitarian Universalist Church. She earned her PhD and worked in higher education. Congo Connection: In the early 1960s, after Congo’s independence, she worked with the Congolese government under Patrice Lumumba. She served in the Ministry of Foreign Affairs and helped establish Congo’s diplomatic mission in Washington, D.C. Spy Rumors: Because this was during the Cold War — when the U.S. and CIA were deeply involved in Congo (including in Lumumba’s downfall) — people sometimes speculate about Americans who were there. That’s likely why the “spy” rumor exists. But there’s no credible evidence that Dave Chappelle’s mother was a spy. The record shows she was a diplomat, scholar, and educator, not an intelligence agent.
Identity Attack0.022992345
Insult0.024768941
Profanity0.018734055
Threat0.00789674
Severe Toxicity0.0016403198
Low Tox 0.055274166 Constructive 0.618
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler Olivera, answer this question: Are you a Native American?
Tyler Olivera, answer this question: Are you a Native American?
Identity Attack0.027413858
Insult0.019096779
Profanity0.012038844
Threat0.0064532873
Severe Toxicity0.0015449524
Low Tox 0.05354243 Moderate Con 0.304 Question
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Tyler Olivera, answer this question: Are you a Native American?
Tyler Olivera, answer this question: Are you a Native American?
Identity Attack0.027011903
Insult0.01890341
Profanity0.011970525
Threat0.006427396
Severe Toxicity0.0014972687
Low Tox 0.053295042 Moderate Con 0.304 Question
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Be prepared to the outcome that the North American Free Trade Agreement is completely dead and out of touch for at least 5 years! Canada needs to be tough, smart and practical in facing the …
Be prepared to the outcome that the North American Free Trade Agreement is completely dead and out of touch for at least 5 years! Canada needs to be tough, smart and practical in facing the reality.
Identity Attack0.006955597
Insult0.021481665
Profanity0.011902207
Threat0.008815889
Severe Toxicity0.0014972687
Low Tox 0.051563308 Low Con 0.3
Jan 3, 2026 3 likes New rules, regulations take effect …
Big mistake, the only thing saved the Canadian economy after the tariffs, is the massive Trudeau’s immigration, immigrants are consumers as well. If Canada stops immigration then it will be no doubt an American state …
Big mistake, the only thing saved the Canadian economy after the tariffs, is the massive Trudeau’s immigration, immigrants are consumers as well. If Canada stops immigration then it will be no doubt an American state before the next 30 years end.
Identity Attack0.027413858
Insult0.017356457
Profanity0.009442741
Threat0.006375613
Severe Toxicity0.0012207031
Low Tox 0.048842013 Moderate Con 0.437 Economic_Argument
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
The Indians in Canada are hands down coolest people I’ve met. I’m American
The Indians in Canada are hands down coolest people I’ve met. I’m American
Identity Attack0.036620867
Insult0.0154929245
Profanity0.022696527
Threat0.0076637166
Severe Toxicity0.0024795532
Low Tox 0.04834723 Constructive 0.513 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The only asylum claims canada should be accepting are american since thats the only country we border.
The only asylum claims canada should be accepting are american since thats the only country we border.
Identity Attack0.038425524
Insult0.013364912
Profanity0.010638315
Threat0.0062914654
Severe Toxicity0.0013160706
Low Tox 0.048099842 Low Con 0.264 Policy_Critique
Feb 24, 2026 1 likes 'We do know that there's …
Yup as an American I’ve been to Canada a couple times mainly Montreal and Toronto and it’s bad they need ice too
Yup as an American I’ve been to Canada a couple times mainly Montreal and Toronto and it’s bad they need ice too
Identity Attack0.019676208
Insult0.01632893
Profanity0.014805742
Threat0.0077025536
Severe Toxicity0.0017166138
Low Tox 0.04711028 Moderate Con 0.497 Comparative_Framing
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Do you blame them, i sure don't, hell, even here in Canada and we don't even feel like we are surrounded by Canadians anymore, now feel more like a foreign country. so of course Americans …
Do you blame them, i sure don't, hell, even here in Canada and we don't even feel like we are surrounded by Canadians anymore, now feel more like a foreign country. so of course Americans see and feel that also and are acting on it.
Identity Attack0.0035548273
Insult0.0044310633
Profanity0.0012777713
Threat0.0027849718
Severe Toxicity0.000009809913
Low Tox 0.046995424
Dec 9, 2025 1 likes
i just want respect of our "Canadian culture " and history. i tell many im Native American and they look us, completely clueless about it
i just want respect of our "Canadian culture " and history. i tell many im Native American and they look us, completely clueless about it
Identity Attack0.022188433
Insult0.018323302
Profanity0.013302735
Threat0.006220264
Severe Toxicity0.0010871887
Low Tox 0.045625936 Constructive 0.547
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian. This is it. Tyler nailed it. It takes an American to call it as it is. I could shake Tyler's hand, well done.
As a Canadian. This is it. Tyler nailed it. It takes an American to call it as it is. I could shake Tyler's hand, well done.
Identity Attack0.014149316
Insult0.018967867
Profanity0.011970525
Threat0.008103873
Severe Toxicity0.001335144
Low Tox 0.044141594 Constructive 0.632 Solidarity
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
just one point i’d like to make is the comment you made asking “native canadians” but you spoke to just non-immigrants. there are indigenous people in canada that are actually native to the land. those …
just one point i’d like to make is the comment you made asking “native canadians” but you spoke to just non-immigrants. there are indigenous people in canada that are actually native to the land. those are the native americans.
Identity Attack0.034816213
Insult0.016100928
Profanity0.010638315
Threat0.0058157085
Severe Toxicity0.0011110306
Low Tox 0.044141594 Moderate Con 0.441 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Says a oliviera very American name guys latino
Says a oliviera very American name guys latino
Identity Attack0.031980325
Insult0.021159383
Profanity0.01764096
Threat0.005861019
Severe Toxicity0.0025177002
Low Tox 0.043646812 Low Con 0.293
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I think the problem is the government need to educate people coming to American learn the culture and respect the people and culture. I learn a lot from the culture and good pole.
I think the problem is the government need to educate people coming to American learn the culture and respect the people and culture. I learn a lot from the culture and good pole.
Identity Attack0.022992345
Insult0.015264924
Profanity0.014532468
Threat0.0063950317
Severe Toxicity0.0012397766
Low Tox 0.04290464 Constructive 0.729 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Why is an American worried about Canadian business???
Why is an American worried about Canadian business???
Identity Attack0.026007013
Insult0.013744914
Profanity0.011150704
Threat0.0062914654
Severe Toxicity0.0012493134
Low Tox 0.04290464 Low Con 0.202 Question
Jan 28, 2026 2 likes 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 …
As a real Canadian Native American I welcome Indian people
As a real Canadian Native American I welcome Indian people
Identity Attack0.029660052
Insult0.0129089095
Profanity0.019143965
Threat0.0073918556
Severe Toxicity0.0023555756
Low Tox 0.041172907 Constructive 0.513 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Actually they can drive. Americans cant. Because we have to use signals & street lights etc. Instead of instinct & actually watching the road & in turn actually driving correctly.
Actually they can drive. Americans cant. Because we have to use signals & street lights etc. Instead of instinct & actually watching the road & in turn actually driving correctly.
Identity Attack0.018269362
Insult0.016784932
Profanity0.011150704
Threat0.006149062
Severe Toxicity0.0010108948
Low Tox 0.039226998 Low Con 0.25 Humor_Satire
Feb 5, 2026 Inside Canada's Indian Invasion...
Wonder what native Americans stories were like when Europeam emigrated to north America
Wonder what native Americans stories were like when Europeam emigrated to north America
Identity Attack0.021987455
Insult0.012604907
Profanity0.013780965
Threat0.0072753434
Severe Toxicity0.0013446808
Low Tox 0.039226998 Low Con 0.295 Comparative_Framing
Oct 3, 2025 29 likes Inside Canada's Indian Metropolis (Brampton)
Americans finding out people migrate all over the word and not just the states.
Americans finding out people migrate all over the word and not just the states.
Identity Attack0.019475231
Insult0.014504919
Profanity0.012004685
Threat0.0066280556
Severe Toxicity0.0012207031
Low Tox 0.03734144 Moderate Con 0.349 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Ancient connection of AMERICAN & INDIAN continent is again Restablishing.
Ancient connection of AMERICAN & INDIAN continent is again Restablishing.
Identity Attack0.022188433
Insult0.0114649
Profanity0.017367685
Threat0.008815889
Severe Toxicity0.0021076202
Low Tox 0.03734144 Low Con 0.265
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Screw this boycott travel in the United States and stop buying American Products
Screw this boycott travel in the United States and stop buying American Products
Identity Attack0.000992156
Insult0.008391556
Profanity0.011059246
Threat0.0016970945
Severe Toxicity0.000013223038
Low Tox 0.036089543
Dec 7, 2025 7 likes
Maybe Canadians should spend their hard earned money in their own country instead of Trumps, also start to restrict Americans coming North
Maybe Canadians should spend their hard earned money in their own country instead of Trumps, also start to restrict Americans coming North
Identity Attack0.015445016
Insult0.0062027355
Profanity0.000085307685
Threat0.0006335917
Severe Toxicity0.0000047105987
Low Tox 0.034775984
Dec 9, 2025
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, …
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, Kerala, the State where most of them come to American Continent!*
Identity Attack0.017967897
Insult0.011996903
Profanity0.012892825
Threat0.0066798385
Severe Toxicity0.0013923645
Low Tox 0.034513097 Moderate Con 0.367 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
Im also an immigrant but I came here because I liked Canadian culture, I didn't want to bring my Country's culture here. I simply wanted to live a North American lifestyle. This is entirely different. …
Im also an immigrant but I came here because I liked Canadian culture, I didn't want to bring my Country's culture here. I simply wanted to live a North American lifestyle. This is entirely different. Its just changing your location, and continuing to live in a mini India inside a different geography. If I want to experience my country's culture again and if I miss it I simply do a visit to my family back home.
Identity Attack0.025002124
Insult0.012414906
Profanity0.011816809
Threat0.0062008454
Severe Toxicity0.0011301041
Low Tox 0.034513097 Constructive 0.717
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)

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.