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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: "This is what an intelligent, …" 117 comments · Page 5 of 5
Indians commit no crime, keep to themselves, and don’t damage public spaces. They’re an ideal immigrant group and for whatever reason people hate them more than groups that do all of those things listed above. …
Indians commit no crime, keep to themselves, and don’t damage public spaces. They’re an ideal immigrant group and for whatever reason people hate them more than groups that do all of those things listed above. I think it’s jealousy because they earn more money than the natives. Harder working people of similar or higher intelligence.
Identity Attack0.20878418
Insult0.071750276
Profanity0.03239325
Threat0.008129764
Severe Toxicity0.005493164
Low Tox 0.1996317 Constructive 0.579 Economic_Argument
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Awesome video brother. Intelligence does not have a race, lol. Our politicians have sold us out, lobbyists for large corporations are somehow "convincing" our politicians to provide them with cheap labour (open borders). I wonder …
Awesome video brother. Intelligence does not have a race, lol. Our politicians have sold us out, lobbyists for large corporations are somehow "convincing" our politicians to provide them with cheap labour (open borders). I wonder how much a politician goes for these days, lol.
Identity Attack0.055218685
Insult0.06424874
Profanity0.03339528
Threat0.008492245
Severe Toxicity0.0040626526
Low Tox 0.17545098 Constructive 0.56
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
$21/hour x 40 hours/week is a lot of money, and she is complaining. As a visible minority, who is probably 10 times more intelligent than this complainer,I wish I made that much.
$21/hour x 40 hours/week is a lot of money, and she is complaining. As a visible minority, who is probably 10 times more intelligent than this complainer,I wish I made that much.
Identity Attack0.0034777985
Insult0.09270445
Profanity0.013610168
Threat0.0065956907
Severe Toxicity0.0015354156
Low Tox 0.16765249 Constructive 0.623 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
An intelligent government would match immigration numbers to housing. But that's what happens when you vote for the least intelligent government of all time.
An intelligent government would match immigration numbers to housing. But that's what happens when you vote for the least intelligent government of all time.
Identity Attack0.039456755
Insult0.0817555
Profanity0.013917602
Threat0.0066733654
Severe Toxicity0.0024032593
Low Tox 0.165053 Low Con 0.198 Policy_Critique
Jan 3, 2026 1 likes New rules, regulations take effect …
The bike guy woweee. Does he think all of Africa is one region? There are a lot of highly intelligent people from wealthier parts of Africa who immigrate to North America.
The bike guy woweee. Does he think all of Africa is one region? There are a lot of highly intelligent people from wealthier parts of Africa who immigrate to North America.
Identity Attack0.11047905
Insult0.043250903
Profanity0.021740068
Threat0.0066345283
Severe Toxicity0.0032615662
Low Tox 0.15545623 Moderate Con 0.419 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
i would argue immigrants are more intelligent for seeking a better life (when a lot of people don’t) and often times only the rich or super smart are the only immigrants afforded the opportunity to …
i would argue immigrants are more intelligent for seeking a better life (when a lot of people don’t) and often times only the rich or super smart are the only immigrants afforded the opportunity to immigrate to the US
Identity Attack0.12440576
Insult0.039151907
Profanity0.018734055
Threat0.006874025
Severe Toxicity0.0032234192
Low Tox 0.15213956 Moderate Con 0.357 Moral_Argument
Feb 4, 2026 3 likes Inside Canada's Indian Invasion...
4:58 As an African, im not offended at all. Our brothers and sisters abroad have been painting a vividly bad image of us, but we do have a lot of intelligent and kind hearted people …
4:58 As an African, im not offended at all. Our brothers and sisters abroad have been painting a vividly bad image of us, but we do have a lot of intelligent and kind hearted people too. 4:59
Identity Attack0.089973204
Insult0.029493837
Profanity0.055940874
Threat0.011819307
Severe Toxicity0.005302429
Low Tox 0.14256015 Constructive 0.732 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and respect the value and life of those original natives who were the very first pioneers of Canada? Did they adopt their ways language and culture at least to a certain extent? Leave alone adopting or understanding. They took over the entire country and it's peoples through a brutal form of genocide and erasure of their beautiful natural way of life. Thekr lands were stolen, their languages extinguished, their culture spurned and erased.. These immigrants from Europe believed in their fanatical missionary zeal that they were saving the souls of tjese natives by forcing Christianity down their throats proudly announcing that they were on a civilising mission. Babies were stolen from their mothers and brought up as Christians. Families were separated leaving mothers in anguish never to see their children again. Slaughter of those who resisted became an accepted norm until the original native of Canada became a disappearing entity and those who survived are till today just surviving. It is to these people that Canada belongs and not to the invading anglo saxon proyestants and Christian evangelists or the mogrants from across the world. If anyone has a right to protest and femand their land back ots the native Canadians. It should be their government not of those who took over. So get a lottlr acquainted with true history and look at things with am intelligent honest perspective.. .
Identity Attack0.053854458
Insult0.06582214
Profanity0.025634222
Threat0.008311004
Severe Toxicity0.0037002563
Low Tox 0.13908891 Constructive 0.609
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I didnt know that Canada is filled with poonjabs. Very interesting what the guy said about intelligence scores. I googled it and he was actually right. guy at 11:15 is very handsome
I didnt know that Canada is filled with poonjabs. Very interesting what the guy said about intelligence scores. I googled it and he was actually right. guy at 11:15 is very handsome
Identity Attack0.06476828
Insult0.06250052
Profanity0.02119352
Threat0.0065244893
Severe Toxicity0.0032234192
Low Tox 0.13561769 Constructive 0.571 Unverified_Claim
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
This is not immigration problem,this is dictatorship problem ,arrest job problem,those people do not PHD degree,they work at the top level,educated people work as cleaner ,Canada should focus on the merit base program,to remove illiterate …
This is not immigration problem,this is dictatorship problem ,arrest job problem,those people do not PHD degree,they work at the top level,educated people work as cleaner ,Canada should focus on the merit base program,to remove illiterate people,Canada is place of educated people especially into government institutions which be police department,which be army department,which be intelligent department,parliament members should focus on merit base and democracy.
Identity Attack0.03636306
Insult0.0638991
Profanity0.011406898
Threat0.008155655
Severe Toxicity0.002708435
Low Tox 0.11316007 Moderate Con 0.383 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
Indian households in Canada make more on average than native Canadians. To be absolutely clear.. this is not an Indian problem its a government problem. They let in anyone who could spell their name. But …
Indian households in Canada make more on average than native Canadians. To be absolutely clear.. this is not an Indian problem its a government problem. They let in anyone who could spell their name. But before that they let in extremely intelligent and hard working folks from India who are currently upholding this country's tech industry. I know this for a fact as I am in tech and have eyes.
Identity Attack0.10221587
Insult0.024897853
Profanity0.012243799
Threat0.0063108844
Severe Toxicity0.0023078918
Low Tox 0.10175867 Constructive 0.705 Policy_Critique
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
5:48 this guy is honestly intelligent
5:48 this guy is honestly intelligent
Identity Attack0.013646871
Insult0.023608726
Profanity0.034397304
Threat0.010809537
Severe Toxicity0.0047302246
Low Tox 0.08004235 Low Con 0.283 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
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)
Literally makes Kamala Harris look intelligent with those kind of answers to legit questions.
Literally makes Kamala Harris look intelligent with those kind of answers to legit questions.
Identity Attack0.0030523231
Insult0.024768941
Profanity0.012551232
Threat0.0061231707
Severe Toxicity0.0009250641
Low Tox 0.044883765 Low Con 0.243 Meta_Commentary
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I LOVE HER... she is a strong and intelligent woman!
I LOVE HER... she is a strong and intelligent woman!
Identity Attack0.008361516
Insult0.011198899
Profanity0.02119352
Threat0.0084793
Severe Toxicity0.0022697449
Low Tox 0.025910228 Moderate Con 0.492 Solidarity
Sep 29, 2025 68 likes IRCC Names India in Study …
Canada has all the necessary conditions to establish real manufacturing industries and increase production. With the presence of migrant labor such as workers from India—who are willing to accept lower wages than Canadian workers and …
Canada has all the necessary conditions to establish real manufacturing industries and increase production. With the presence of migrant labor such as workers from India—who are willing to accept lower wages than Canadian workers and others—the equation becomes clear: lower costs, higher output, and greater profitability. This workforce represents a real investment for those who know how to manage human resources and the economy intelligently.
Identity Attack0.011099357
Insult0.010210892
Profanity0.009417122
Threat0.0059548756
Severe Toxicity0.0007867813
Low Tox 0.019226074 Constructive 0.517 Economic_Argument
Feb 27, 2026 Inside Canada's Indian Invasion...
With Artificial Intelligence eventually ingraining into all the workplaces, years to come less and less people needed in the workforce, and esp. in the service line and entry level job.
With Artificial Intelligence eventually ingraining into all the workplaces, years to come less and less people needed in the workforce, and esp. in the service line and entry level job.
Identity Attack0.002293867
Insult0.008633883
Profanity0.009519599
Threat0.006207318
Severe Toxicity0.00056028366
Low Tox 0.01426248 Moderate Con 0.336
Sep 1, 2025 2 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.