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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

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Active: "This is how a world …" 1,032 comments · Page 18 of 42
Indian light to speak their language, culture,.... And the equally support and love other cultures language systems and respect everyone equally in the world.... A Zoraster from Iran, a Syrian Christian or a Jew, or …
Indian light to speak their language, culture,.... And the equally support and love other cultures language systems and respect everyone equally in the world.... A Zoraster from Iran, a Syrian Christian or a Jew, or a Tibetan Buddhist...who came to India... Indian not amazing people believe me guys
Identity Attack0.38238457
Insult0.17858955
Profanity0.12158839
Threat0.015602129
Severe Toxicity0.02077355
Moderate 0.3561489 Constructive 0.646 Moral_Argument
Nov 22, 2025 Inside Canada's Indian Metropolis (Brampton)
They destroyed their country (pollution, overpopulation) so they come here to do the same. Real facts... The race to end the world would be them.
They destroyed their country (pollution, overpopulation) so they come here to do the same. Real facts... The race to end the world would be them.
Identity Attack0.3780483
Insult0.14512913
Profanity0.06195303
Threat0.13815513
Severe Toxicity0.021935565
Moderate 0.35186127 Low Con 0.143 Unverified_Claim
Aug 27, 2025 Why Canadians Are Turning Against …
As Indian illegal people r bad fr any country but legal people who r good,,working n don't harm anybody//why Canadian mindset is still closed?? If a person doesn't pay taxes thn send him to jail …
As Indian illegal people r bad fr any country but legal people who r good,,working n don't harm anybody//why Canadian mindset is still closed?? If a person doesn't pay taxes thn send him to jail but if he wear simple clothes n does his works/ why ur people see him as third world people,,see him as human..😊
Identity Attack0.38208112
Insult0.24928534
Profanity0.022423252
Threat0.007741391
Severe Toxicity0.012574885
Moderate 0.34757367 Constructive 0.643
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) …
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) is to destroy our race & culture. Swamping your country with foreigners from a different culture and race goes against every internal instinct a normal person would have to protect their family, race or tribe to survive in its identifiable form. Japanese people live in Japan, Chinese people in China, Germans in Germany; this is how the world should be. Otherwise, with untapped migration, no country will be identifiable by its roots or culture, which is the real tragedy, because what makes countries in the world different is what makes the world such an interesting and unique place.
Identity Attack0.41975367
Insult0.18480228
Profanity0.104876526
Threat0.0347677
Severe Toxicity0.021548226
Moderate 0.34757367 Constructive 0.647
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
My greatest hope for the world is not world peace. It's that a communist dictator would arise in India, and model the country after North Korea, so that no Indians can leave the Subcontinent
My greatest hope for the world is not world peace. It's that a communist dictator would arise in India, and model the country after North Korea, so that no Indians can leave the Subcontinent
Identity Attack0.38223284
Insult0.12521741
Profanity0.08355101
Threat0.1319513
Severe Toxicity0.023076924
Moderate 0.34328604 Moderate Con 0.315 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Ppl w such mindset can t'over the world just by nos ? You forget .. who will gv you $ ? No money = no food = death = gaza now. Guess you didnt factor …
Ppl w such mindset can t'over the world just by nos ? You forget .. who will gv you $ ? No money = no food = death = gaza now. Guess you didnt factor this .. hehe
Identity Attack0.19100772
Insult0.17361937
Profanity0.09001675
Threat0.16067244
Severe Toxicity0.022064678
Moderate 0.3389984 Low Con 0.273
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
What you are seeing is a take over. Dont forget only one state in India is 40 millions people, the entité population of Canada. It is nothing for yhem to take over if let Them …
What you are seeing is a take over. Dont forget only one state in India is 40 millions people, the entité population of Canada. It is nothing for yhem to take over if let Them in. Carney again wore the turban recentky. That should never happen. What message are été sending to the world. That we do have our own identity anymore.The most surprising is thèse Sikh people have no shame in destroying our country, our history, its root, They are rewriting our history by saying they were hère in the 1900. Bullshit. We started to be Invaded little by little 20 years ago, As long as they can abuse the system, they will keep coming ans have bâbord here. It $$ yo gave baby here. It is so madening to see this.
Identity Attack0.38826546
Insult0.26957804
Profanity0.064458095
Threat0.025961896
Severe Toxicity0.020644438
Moderate 0.3389984 Moderate Con 0.423
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
You can't have it both ways!! First we were told to STOP having so many children...they said there are too many bodies on the earth, DEMANDED we reduce the number of course we're having. Corporations …
You can't have it both ways!! First we were told to STOP having so many children...they said there are too many bodies on the earth, DEMANDED we reduce the number of course we're having. Corporations who's companies depend on workers and an ever increasing profit share, are being gutted from within by greedy shareholders. These corporations have borrowed money based on past, present, real and IMAGINED INCOME...and that model collapses if there are not enough consumers to buy their products. These corporations will go bankrupt and fall into ruin if we continue along with the current climate change model fear mongering about too many people. The fact is Canada has NEVER had too many people. We run at a carbon DEFICIT compared to other nations with same population. The world doesn't have a population problem - the middle East has a population problem, and since we share NO BOARDERS with any of these nations - NOT ONE OF THESE PEOPLE IS OUR RESPONSIBILITY. DEPORT THEM ALL
Identity Attack0.073429056
Insult0.16831873
Profanity0.18663849
Threat0.013010317
Severe Toxicity0.019611536
Moderate 0.3389984 Constructive 0.506
Aug 27, 2025 Why Canadians Are Turning Against …
westerners after invading half of the world now complaining about immigration. cry about it lmfao
westerners after invading half of the world now complaining about immigration. cry about it lmfao
Identity Attack0.2823795
Insult0.16195811
Profanity0.15724123
Threat0.021645326
Severe Toxicity0.01825585
Moderate 0.3389984 Low Con 0.127
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton used to be a nice place. Then it turned into a mirror image of a third world dumpster.
Brampton used to be a nice place. Then it turned into a mirror image of a third world dumpster.
Identity Attack0.18002926
Insult0.3388922
Profanity0.062454045
Threat0.00780612
Severe Toxicity0.009384155
Moderate 0.3389984 Moderate Con 0.304
Oct 14, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
the UK is a bell weather for the future, the EU too, the below clip is what's coming, the 3rd world Canada, economically, culturally, the BIG LIE about needing it for ECONOMICS never was, the …
the UK is a bell weather for the future, the EU too, the below clip is what's coming, the 3rd world Canada, economically, culturally, the BIG LIE about needing it for ECONOMICS never was, the LIE that is was just the TURD in the last 10 yrs isn't the problem, it's been since his waste of skin father, who started it, the debt, Multiculturalism lie, if it was the solution, instead of REAL POLICIES, it would have worked by now, it's not working anywhere in the WESTERN WORLD
Identity Attack0.21866
Insult0.33896056
Profanity0.079025
Threat0.008712323
Severe Toxicity0.016060932
Moderate 0.3389984 Low Con 0.297 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own …
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own country and take the northern territories with you. You cannot let the communist take such beauty away from the world. The foreigners will destroy that land.
Identity Attack0.37292135
Insult0.16266862
Profanity0.03189224
Threat0.1338057
Severe Toxicity0.012054443
Moderate 0.3389984 Moderate Con 0.389
Jan 27, 2026 Inside Canada's Indian Invasion...
If this is happening to the second biggest country in the world, now imagine what is going on in my little country half of an island in the Caribbean neighboring the poorest and most corrupt …
If this is happening to the second biggest country in the world, now imagine what is going on in my little country half of an island in the Caribbean neighboring the poorest and most corrupt country in the americas … DR!
Identity Attack0.25647953
Insult0.3388922
Profanity0.02385794
Threat0.008285114
Severe Toxicity0.008163452
Moderate 0.3389984 Low Con 0.298 Comparative_Framing
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I don't blame the people. They're poor, destitute, desperate, etc. We must look at the ones who are directly benefitting from importing them. Those are the traitors. Without them, we'd be able to feed the …
I don't blame the people. They're poor, destitute, desperate, etc. We must look at the ones who are directly benefitting from importing them. Those are the traitors. Without them, we'd be able to feed the entire world to a point where no one would need to leave their homeland, because all the food and water would be there for them. Clean food and water, of course. Think about it.
Identity Attack0.10221587
Insult0.36798462
Profanity0.033144772
Threat0.009074804
Severe Toxicity0.0076675415
Moderate 0.3389984 Constructive 0.601 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Grew up in Brampton, horrible what has happened to this country. Canada is over the third world has taken over. Grandparents came here worked hard the Canadian way, if they saw what happened to this …
Grew up in Brampton, horrible what has happened to this country. Canada is over the third world has taken over. Grandparents came here worked hard the Canadian way, if they saw what happened to this country it would be a disgrace. Canadians are tired and are feeling the impact on mass immigration. Government has failed us miserably.
Identity Attack0.20878418
Insult0.29383746
Profanity0.06295506
Threat0.0084793
Severe Toxicity0.009231567
Moderate 0.3389984 Constructive 0.561 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
OH look white fragility being threatened. Youre not the main character in this World. Variety in culture good when it comes to the World!
OH look white fragility being threatened. Youre not the main character in this World. Variety in culture good when it comes to the World!
Identity Attack0.37655997
Insult0.11616662
Profanity0.09066332
Threat0.047835086
Severe Toxicity0.016900165
Moderate 0.3389984 Moderate Con 0.302
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's …
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's not anyone's land. There are no native inhabitants there. Understand?😮😮😮😮😮😮😮
Identity Attack0.38215697
Insult0.12521741
Profanity0.035148825
Threat0.007068211
Severe Toxicity0.011672974
Moderate 0.3389984 Moderate Con 0.378 Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
Yeah this is disgusting. Unfortunately this is not just a CANADIAN problem, but it’s happening all over the world (by the same people). I’m black but I easily feel like a double minority within the …
Yeah this is disgusting. Unfortunately this is not just a CANADIAN problem, but it’s happening all over the world (by the same people). I’m black but I easily feel like a double minority within the community even though I’ve been born and lived here for 25+ years. I’ve seen my entire neighborhood change (which was diverse in the 90s but still had that comradery and friendliness) change. It’s very isolating now.
Identity Attack0.32768643
Insult0.26957804
Profanity0.08193458
Threat0.0071199946
Severe Toxicity0.010604858
Moderate 0.3389984 Constructive 0.718
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Canada along with other western countries have imported some of the most corrupt individuals from the rest of the world. They maybe qualified and do business, but will bring the "rot" that have been the …
Canada along with other western countries have imported some of the most corrupt individuals from the rest of the world. They maybe qualified and do business, but will bring the "rot" that have been the ruin and bane of their societies for thousands of years to Canada and Co that will change the country for the worse.
Identity Attack0.08831879
Insult0.36798462
Profanity0.029596692
Threat0.008453408
Severe Toxicity0.0065994263
Moderate 0.3389984 Moderate Con 0.375 Fear_Threat
Jul 13, 2025 1 likes How Canada broke its immigration …
Immigrants complaining about immigrants. What a world.
Immigrants complaining about immigrants. What a world.
Identity Attack0.38230872
Insult0.16824563
Profanity0.027547138
Threat0.008181547
Severe Toxicity0.010147095
Moderate 0.3389984 Low Con 0.241
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Capitalism is the only system that will save all of us. It will root out the complainers and people who blame others. Honestly it is the greatest thing white people have given to the world
Capitalism is the only system that will save all of us. It will root out the complainers and people who blame others. Honestly it is the greatest thing white people have given to the world
Identity Attack0.38208112
Insult0.1087965
Profanity0.10116278
Threat0.025789235
Severe Toxicity0.016319158
Moderate 0.33587718 Moderate Con 0.403 Identity_Assertion
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
Singapore has immigration based on Ethnicity . Why are they not called racist. Multiculturalism is the worst thing to happen to the western world
Singapore has immigration based on Ethnicity . Why are they not called racist. Multiculturalism is the worst thing to happen to the western world
Identity Attack0.3802808
Insult0.16758773
Profanity0.08581402
Threat0.009023022
Severe Toxicity0.012283325
Moderate 0.33421695 Moderate Con 0.309 Comparative_Framing
Aug 9, 2025 How Canada broke its immigration …
What has become of this world? call you a racist, but allow racist to hold parades in peoples neighborhoods.
What has become of this world? call you a racist, but allow racist to hold parades in peoples neighborhoods.
Identity Attack0.26663736
Insult0.24424846
Profanity0.059948977
Threat0.009851551
Severe Toxicity0.010604858
Moderate 0.33421695 Moderate Con 0.308 Moral_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
There are to much indians in world
There are to much indians in world
Identity Attack0.41052565
Insult0.113185234
Profanity0.08549073
Threat0.00951496
Severe Toxicity0.018836858
Moderate 0.33338684 Low Con 0.15 Fear_Threat
Mar 1, 2026 4 likes Inside Canada's Indian Invasion...
Hindu castiest beliefs and it's effects are true Hindu fatigue 🚩🚩🚩 India is a great place but Those beliefs are dangerous Read about them Hindu castiest beliefs and the action done by each God , …
Hindu castiest beliefs and it's effects are true Hindu fatigue 🚩🚩🚩 India is a great place but Those beliefs are dangerous Read about them Hindu castiest beliefs and the action done by each God , I don't think even adult can read those verse What's ghe effect? Castiesm So corruption can be justified It's Ill effects world is seeing As it was within the country for thousand of years ,
Identity Attack0.37655997
Insult0.34032786
Profanity0.14402086
Threat0.064645745
Severe Toxicity0.02439716
Moderate 0.33255672 Constructive 0.547
Sep 20, 2025 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.