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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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Active: "This is not your Canada, …" 6,088 comments · Page 116 of 244
Canada is a dumpster fire under the Libs. There is no hope for redemption as a majority of the Canadian electorate keeps putting the LIbs in power.
Canada is a dumpster fire under the Libs. There is no hope for redemption as a majority of the Canadian electorate keeps putting the LIbs in power.
Identity Attack0.10221587
Insult0.21135417
Profanity0.023243073
Threat0.009540852
Severe Toxicity0.00541687
Low Tox 0.25462922 Low Con 0.188 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
"In India, life is easier for us. In India, if one person works and earns, the whole family can eat. Here, everyone has to work". Well said, Indian guy. But, if you don't like Canada, …
"In India, life is easier for us. In India, if one person works and earns, the whole family can eat. Here, everyone has to work". Well said, Indian guy. But, if you don't like Canada, because they force you to work, why don't you go back to India?
Identity Attack0.29798782
Insult0.06826523
Profanity0.016479544
Threat0.0078449575
Severe Toxicity0.0065231323
Low Tox 0.25462922 Constructive 0.66
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other …
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other language we have to stand firm like sir John a McDonald said
Identity Attack0.27875587
Insult0.082372494
Profanity0.015967157
Threat0.008026198
Severe Toxicity0.008239746
Low Tox 0.25462922 Constructive 0.51
Aug 29, 2025 Why Canadians Are Turning Against …
Immigration was part of the plan by the WEF Trudope and company to communize Canada England Australia New Zealand and many more it was a Plan by political leaders to enslave all of humanity.
Immigration was part of the plan by the WEF Trudope and company to communize Canada England Australia New Zealand and many more it was a Plan by political leaders to enslave all of humanity.
Identity Attack0.15731181
Insult0.081261896
Profanity0.025497584
Threat0.02803385
Severe Toxicity0.008544922
Low Tox 0.25462922 Moderate Con 0.344 Unverified_Claim
Sep 11, 2025 Why Canadians Are Turning Against …
The agruments are weak. The first settlers who left europe to settle in US was for economical and religious reasons. People should give up their food, personal values, language when they settle in north america? …
The agruments are weak. The first settlers who left europe to settle in US was for economical and religious reasons. People should give up their food, personal values, language when they settle in north america? Well I guess you cannot eat any Jamaican food again. In new york people still are proud of their italian and irish heritage. The problem with Canada is you flooding your country way too fast with immigrants.
Identity Attack0.28034934
Insult0.08582769
Profanity0.015147334
Threat0.007521313
Severe Toxicity0.005264282
Low Tox 0.25462922 Constructive 0.629
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of …
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of people asking for CBC to be defunded, now I'll pray for it everyday. CBC is a highly anti Canadians television.
Identity Attack0.24462871
Insult0.123407245
Profanity0.016889455
Threat0.009540852
Severe Toxicity0.005607605
Low Tox 0.25462922 Constructive 0.516 Fear_Threat
Jan 16, 2026 2.9 million Canadian temporary visas …
It's a race to see whether Canada becomes ruled by Indians or the Chinese.
It's a race to see whether Canada becomes ruled by Indians or the Chinese.
Identity Attack0.31892163
Insult0.071116626
Profanity0.025087673
Threat0.008336896
Severe Toxicity0.0066375732
Low Tox 0.25462922 Low Con 0.089 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Inshallah more Indians will move to Canada.
Inshallah more Indians will move to Canada.
Identity Attack0.31307843
Insult0.060752302
Profanity0.02433617
Threat0.009048914
Severe Toxicity0.008087158
Low Tox 0.25462922 Moderate Con 0.303
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They are taking OUR jobs. We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians …
They are taking OUR jobs. We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians in Canada than Canadians. I miss Canada.
Identity Attack0.28034934
Insult0.0810151
Profanity0.02119352
Threat0.009644418
Severe Toxicity0.009155273
Low Tox 0.25462922 Moderate Con 0.479 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Identity Attack0.25817248
Insult0.25602314
Profanity0.06145202
Threat0.038911607
Severe Toxicity0.01986976
Low Tox 0.25462922 Low Con 0.261 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
People who don't want to talk to us, understand us, do business with us, rent to us. but the same people want us to assimilate, Convert, stop talking to each other and stop doing any …
People who don't want to talk to us, understand us, do business with us, rent to us. but the same people want us to assimilate, Convert, stop talking to each other and stop doing any business and pay better taxes to contribute better. Sorry to say, we love white people. I myself had to spend 5 years, put in efforts to make white friends, chinese, japanese, arab, black friends (in order to learn canadian culture and try to adjust myself in it, without compromising extremely on my spiritual beliefs and positive aspects of my culture). quite a few are very good friends and discuss my problems and share theirs while others behave like they are somehow supreme than me... 6.5 years in Canada, worked hard to assimilate and now, Federal Government backstabbed me for PR along with a minimum wage paying, but expecting $30 results employer (white-canadians)... So, I guess, people who are not trusting them knew something that I didn't... I never worked cash never tried to misrepresent myself to IRCC and this is what I am made feel... while 100s of people did cash jobs, saved money and today are getting PRs... still I am trying my best to stay legally, without exploiting loopholes... but, I feel scammed by the canadian dream.
Identity Attack0.293411
Insult0.0818789
Profanity0.037904397
Threat0.008246276
Severe Toxicity0.008773804
Low Tox 0.25462922 Constructive 0.706 Personal_Narrative
Oct 9, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canada used to be a bottom feeder foir Indian Students
Canada used to be a bottom feeder foir Indian Students
Identity Attack0.2783691
Insult0.13607834
Profanity0.052183274
Threat0.007547205
Severe Toxicity0.008506775
Low Tox 0.25462922 Low Con 0.216
Sep 28, 2025 IRCC Names India in Study …
Do you think the natives are the white people in canada??
Do you think the natives are the white people in canada??
Identity Attack0.3043136
Insult0.05964688
Profanity0.024541125
Threat0.007197669
Severe Toxicity0.005645752
Low Tox 0.25462922 Low Con 0.298 Question
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada is formed from mass immigration peroid
Canada is formed from mass immigration peroid
Identity Attack0.22707681
Insult0.09563028
Profanity0.03389629
Threat0.008505191
Severe Toxicity0.0073623657
Low Tox 0.25462922 Low Con 0.25 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Not a word about this in the election from Hot Air Pierre, but now your conservative rag has an opinion since India is no longer funding the election for your man. Not that I disagree …
Not a word about this in the election from Hot Air Pierre, but now your conservative rag has an opinion since India is no longer funding the election for your man. Not that I disagree that immigration in Canada is a broken mess, but now that pp mentioned it this week you’re blowing his horn. 🤔
Identity Attack0.055673428
Insult0.1711343
Profanity0.08710717
Threat0.011249693
Severe Toxicity0.00793457
Low Tox 0.25462922 Moderate Con 0.347 Meta_Commentary
Jun 17, 2025 How Canada broke its immigration …
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, …
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, etc. and the complaining of dominating every industry? I’m not sure what angle that is. Maybe the other groups should do better at dominating industries or advocate for businesses to hire other Canadians (equal opportunity employment). And the whole “ cow poop video” Tyler posted is one village in India ; which of course makes Indians collectively look bad and gives way for many of you in the comments to continually perpetuate this idea that Indians are sub-human. And Tyler, word of advice, if you’re going to show parts of the Indian community and Hinduism religion in Canada — at least learn to pronounce words correctly so you don’t sound like a complete idiot.
Identity Attack0.21075934
Insult0.16124763
Profanity0.05268429
Threat0.009359611
Severe Toxicity0.0077819824
Low Tox 0.25462922 Constructive 0.677 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I'm an Indian and canada has set itself up for failure 😂😂 and they will see it very soon.
I'm an Indian and canada has set itself up for failure 😂😂 and they will see it very soon.
Identity Attack0.22063516
Insult0.083112895
Profanity0.034146797
Threat0.012699619
Severe Toxicity0.0073242188
Low Tox 0.25462922 Low Con 0.274 Personal_Narrative
Feb 10, 2026 Inside Canada's Indian Invasion...
Where are the indigenous people or first nation. No temple or mosque should be in Canada, you cannot go to their country and do that
Where are the indigenous people or first nation. No temple or mosque should be in Canada, you cannot go to their country and do that
Identity Attack0.2964622
Insult0.061801232
Profanity0.015693882
Threat0.007573096
Severe Toxicity0.0074386597
Low Tox 0.25462922 Moderate Con 0.303 Identity_Assertion
Oct 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Western civilization is being destroyed from within. Uncontrolled immigration in western democracies was facilitated by governments wishing to completely destroy their capitalist economies. They've largely succeeded. Carney will end up making Trudeau look like a …
Western civilization is being destroyed from within. Uncontrolled immigration in western democracies was facilitated by governments wishing to completely destroy their capitalist economies. They've largely succeeded. Carney will end up making Trudeau look like a piker. Just read his book if you want a vision of Canada's future.
Identity Attack0.033527173
Insult0.20201176
Profanity0.026044132
Threat0.01187109
Severe Toxicity0.0045776367
Low Tox 0.25462922 Moderate Con 0.35 Fear_Threat
Jun 18, 2025 How Canada broke its immigration …
Is there 7 11 in Canada enter America u will be deported
Is there 7 11 in Canada enter America u will be deported
Identity Attack0.17381613
Insult0.061451588
Profanity0.021330157
Threat0.05171447
Severe Toxicity0.0077819824
Low Tox 0.25462922 Low Con 0.221 Humor_Satire
Mar 1, 2026 Inside Canada's Indian Invasion...
First Nick the Scout, then Tyler the Provocator and at last NO ICE in Beautiful Canada.
First Nick the Scout, then Tyler the Provocator and at last NO ICE in Beautiful Canada.
Identity Attack0.01766643
Insult0.24767025
Profanity0.015386449
Threat0.008013252
Severe Toxicity0.004196167
Low Tox 0.25462922 Moderate Con 0.337 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
San Francisco gets red state homeless. Canada gets illegal immigrants fleeing Trump.
San Francisco gets red state homeless. Canada gets illegal immigrants fleeing Trump.
Identity Attack0.20680901
Insult0.09416737
Profanity0.015625564
Threat0.009204263
Severe Toxicity0.0048828125
Low Tox 0.25462922 Low Con 0.146 Comparative_Framing
Jul 10, 2025 1 likes How Canada broke its immigration …
As long you are not Italian...immigrate in Canada will be really easy for you!
As long you are not Italian...immigrate in Canada will be really easy for you!
Identity Attack0.2869935
Insult0.061626412
Profanity0.019212283
Threat0.008841781
Severe Toxicity0.006866455
Low Tox 0.25462922 Moderate Con 0.329
Jul 6, 2018 How much do refugees and …
All the Americans come up to Canada and film these videos and never reach out to me the Resident Indian expert! Ive got the details fellas been covering the scams for a while!
All the Americans come up to Canada and film these videos and never reach out to me the Resident Indian expert! Ive got the details fellas been covering the scams for a while!
Identity Attack0.2028587
Insult0.14331897
Profanity0.031140719
Threat0.00814271
Severe Toxicity0.005264282
Low Tox 0.25462922 Moderate Con 0.477 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Poor Canada to think that the woke liberal Canadians also voted for Cabrney to come in 😂😂😂
Poor Canada to think that the woke liberal Canadians also voted for Cabrney to come in 😂😂😂
Identity Attack0.14233272
Insult0.16890354
Profanity0.03239325
Threat0.007068211
Severe Toxicity0.0059890747
Low Tox 0.25462922 Low Con 0.191 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...

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.