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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: "What a joke" 221 comments · Page 6 of 9
And absolutely nothing will change and it will only get worse. If you point out the negative impacts you are labeled as 'racist'. Joke of a country and joke of a society. They are ruining …
And absolutely nothing will change and it will only get worse. If you point out the negative impacts you are labeled as 'racist'. Joke of a country and joke of a society. They are ruining the country and pointing that out is 'racist'.
Identity Attack0.16993292
Insult0.16802633
Profanity0.03990845
Threat0.009463178
Severe Toxicity0.007858276
Low Tox 0.28087774 Moderate Con 0.361 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
The Canadian government is also at fault! Look at our CBSA… 90% of them are born outside Canada and if they get security clearance in their own country then they are fine to come and …
The Canadian government is also at fault! Look at our CBSA… 90% of them are born outside Canada and if they get security clearance in their own country then they are fine to come and work in Canada without Canada looking into it. Many of them can barely speak any English at all. Or French. Our government and the government policies in Canada are a joke.
Identity Attack0.15731181
Insult0.1935001
Profanity0.020373698
Threat0.0067963502
Severe Toxicity0.0044822693
Low Tox 0.26859093 Moderate Con 0.354 Policy_Critique
Oct 1, 2025 1 likes IRCC Names India in Study …
Health care in Canada a big joke
Health care in Canada a big joke
Identity Attack0.15517195
Insult0.16853803
Profanity0.033144772
Threat0.007262398
Severe Toxicity0.0059127808
Low Tox 0.2648175 Low Con 0.276
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Considering many needy Canadians do not qualify for social assistance and have no access to interest free loans to get back on their feet if they are, say, homeless or in financial trouble, this just …
Considering many needy Canadians do not qualify for social assistance and have no access to interest free loans to get back on their feet if they are, say, homeless or in financial trouble, this just stinks. While the video tries to downplay elements, the bottom line is that illegal refugees are a massive drain on social support services that many needy Canadians are not getting who also need it. This is an utter joke.
Identity Attack0.11047905
Insult0.20668297
Profanity0.026454043
Threat0.006763986
Severe Toxicity0.004825592
Low Tox 0.26293078 Constructive 0.506
Feb 8, 2019 How much do refugees and …
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to …
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to have many discussions about these issues and was shocked by the generally vapid responses I'd get. Much more to say, but the main point is that Canadians have destroyed their own country's quality of life and from what I can see, Canada is not worthy of respect as a nation. I take ZERO pleasure in saying this. However, the country should have provided the United States with a up close example of what a well run social democratic nation looks like. Instead, Canada is a joke to the far right and in fact fuels the far right in the US. Now with the global south amassing on the US's northern border (visit Halifax, NS if you have any questions about this), I view Canada as a threat to the USA - which is a nation with more than enough problems. A note to immigrants reading this: I respect many of you individually, and I do not in the least mind having you in my community. You as an individual are not the problem per se. The problem is that policy makers are simply using migrants to increase Canada's population to 100M by end of century. Google "Canadian House of Commons Century Initiative" to see how Canadian lawmakers voted in support of this policy. Best, Patrick Moan goodhumanhabitat.org
Identity Attack0.28034934
Insult0.16053712
Profanity0.021808386
Threat0.010421164
Severe Toxicity0.008583069
Low Tox 0.26293078 Constructive 0.759 Policy_Critique
Dec 16, 2025 1 likes Why Canadians Are Turning Against …
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they …
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they won't fit in the workplace culture. They've been taking the excessive handouts from the Canadian government and are slowly buying up tons of real estate. Its everywhere in canada. Brampton is just ground zero. What's it like? We just got a new Walmart down the street. They took a staff picture and it was 80% indian people. Hardly any locals got jobs there instead its mostly "new citizens" who have lived here less than a year or two. Every day there's more of them. And because of our liberal government and tax breaks and all sorts of racist allowances these people have got, they all have money and houses and new cars when they were dirt poor in India like 3 years ago. They get interest free loans from banks, they get daily per diems and housing as soon as they get here. Keep in mind tent cities are growing rapidly in Canada. And our government is spending HUGE amounts of our tax dollars to subsidize this takeover. And try living here and renting. Due to this influx, a bungalow that was 1500 a month 10 years ago, is now 4500 a month and youre renting off an Indian person. Word to the wise tho, dont even bring up the tow truck businesses. They'll shoot you And last but not least our retarded government just passed a birthright citizen law for them. So now if you come here from India even if only for a couple years, ALL subsequent offspring of yours can immediately get citizenship here no question asked. We are so fucked
Identity Attack0.28034934
Insult0.14150882
Profanity0.036651865
Threat0.008466354
Severe Toxicity0.00869751
Low Tox 0.25462922 Constructive 0.732 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The rest of Canada needs to hear this! Our immigration system is a joke
The rest of Canada needs to hear this! Our immigration system is a joke
Identity Attack0.11860296
Insult0.15982662
Profanity0.020578653
Threat0.0072365063
Severe Toxicity0.004425049
Low Tox 0.25462922 Low Con 0.286
Sep 30, 2025 2 likes IRCC Names India in Study …
Canada needs to deport millions. 18000 is a weak joke
Canada needs to deport millions. 18000 is a weak joke
Identity Attack0.120924085
Insult0.0838533
Profanity0.02167175
Threat0.05171447
Severe Toxicity0.0065612793
Low Tox 0.25462922 Low Con 0.151 Policy_Critique
Dec 26, 2025 Deportations From Canada at Their …
BRO I LITTERALY LIVE 10 MINUTES FROM THERE AND I MAKE JOKES ABOUT THAT ALL THE TIME
BRO I LITTERALY LIVE 10 MINUTES FROM THERE AND I MAKE JOKES ABOUT THAT ALL THE TIME
Identity Attack0.013445892
Insult0.04442204
Profanity0.13344458
Threat0.014393489
Severe Toxicity0.0118255615
Low Tox 0.2540519 Moderate Con 0.383 Personal_Narrative
Feb 20, 2026 Inside Canada's Indian Invasion...
Oh please this was going on in the early eighties when I lived there you a joke
Oh please this was going on in the early eighties when I lived there you a joke
Identity Attack0.009915425
Insult0.1662211
Profanity0.06195303
Threat0.007637825
Severe Toxicity0.0049209595
Low Tox 0.25084448 Moderate Con 0.343 Personal_Narrative
Feb 18, 2026 Canadian immigration officers investigating hundreds …
This country has turned into a bad joke. I am very sad to say this as a 5th gen but we are looking at leaving as this country is going the wrong direction
This country has turned into a bad joke. I am very sad to say this as a 5th gen but we are looking at leaving as this country is going the wrong direction
Identity Attack0.099899694
Insult0.089778624
Profanity0.051932767
Threat0.007935578
Severe Toxicity0.005531311
Low Tox 0.24763705 Moderate Con 0.444 Fear_Threat
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
So how do they get these positions. They are a joke anyone else would be fired
So how do they get these positions. They are a joke anyone else would be fired
Identity Attack0.007880543
Insult0.1669316
Profanity0.038906425
Threat0.030969119
Severe Toxicity0.0042533875
Low Tox 0.2412222 Low Con 0.192 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
liberals love complaining of low wages, no jobs, and expensive housing yet advocate for mass immigration to make themselves look good and virtuous. What a joke
liberals love complaining of low wages, no jobs, and expensive housing yet advocate for mass immigration to make themselves look good and virtuous. What a joke
Identity Attack0.10221587
Insult0.1469393
Profanity0.017094411
Threat0.006874025
Severe Toxicity0.003566742
Low Tox 0.2412222 Low Con 0.21 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
What a joke! They are dropping it a whole 15000, whoopi f'n do, it should be stopped!
What a joke! They are dropping it a whole 15000, whoopi f'n do, it should be stopped!
Identity Attack0.009027477
Insult0.08582769
Profanity0.22105443
Threat0.011146127
Severe Toxicity0.007858276
Low Tox 0.2412222 Low Con 0.186 Policy_Critique
Jan 4, 2026 New rules, regulations take effect …
Anti Immigration / refugee protests on an already occupied land eradicating indigenous populations by European settlers is nothing but a joke. The mere fact your ancestors arrived here 2-3 generations back, doesn't offer entitlement as …
Anti Immigration / refugee protests on an already occupied land eradicating indigenous populations by European settlers is nothing but a joke. The mere fact your ancestors arrived here 2-3 generations back, doesn't offer entitlement as owner of the land. Do you remember how many slaves European Colonizers have killed? King Leopold, Algerian war of Independence against France, how many African slaves lost their lives to build the Congo-Ocean Railway? Spanish demolition of Aztec and Inca empire in South America, did you remember the Encomienda system?! Why did Taino people vanish on Caribbean Island?! Portuguese forced labor policies in Angola, Mozambique?? Millions of them lost lives to fight against Portuguese colonizers. Then our favorite East India Company, the British empire where Sun Never Set. They decimated India, Australian Aboriginal, New Zealand Māori and Red Indians, native Americans who migrated to America from Asia long back. How many natives' indigenous populations countries after countries, continent after continent, their father mother daughter son wife husband grandparents your ancestors have killed???? Do you have any count????? In this civilized world no Supremacists be it Right or Left wing, especially Hitler, Mussolini, Stalin like White Supremacist have no place anymore, you have done enough good for the world. You cannot justify your stand using a Charlie Kark.
Identity Attack0.1808059
Insult0.110259406
Profanity0.024062896
Threat0.021300001
Severe Toxicity0.009422302
Low Tox 0.23667802 Constructive 0.519 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
What a joke Liberal Gen X and Boomers betraying Canada on a daily basis
What a joke Liberal Gen X and Boomers betraying Canada on a daily basis
Identity Attack0.05976611
Insult0.16831873
Profanity0.021535112
Threat0.009100696
Severe Toxicity0.004196167
Low Tox 0.23451406 Low Con 0.228 Identity_Assertion
Jan 3, 2026 New rules, regulations take effect …
So they care more about outsiders then their own citizens well being. I swear the west have become a joke 🙄😒🤦🏾‍♂️
So they care more about outsiders then their own citizens well being. I swear the west have become a joke 🙄😒🤦🏾‍♂️
Identity Attack0.10221587
Insult0.11172232
Profanity0.03389629
Threat0.0072753434
Severe Toxicity0.0046539307
Low Tox 0.23415339 Low Con 0.201
Dec 30, 2025 1 likes Deportations From Canada at Their …
so sad what this city has become, absolute joke
so sad what this city has become, absolute joke
Identity Attack0.015154205
Insult0.14150882
Profanity0.033645786
Threat0.0069387536
Severe Toxicity0.003604889
Low Tox 0.23343207 Low Con 0.28 Fear_Threat
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a …
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a law were if just one of your family members stayed in Canada for 3 years all of their family will become citizens without ever stepping into the country and people can now bring over their elderly parents also they get 83 thousand dollars a year they used the system against us arranged marriages...
Identity Attack0.22783615
Insult0.082372494
Profanity0.020032106
Threat0.007068211
Severe Toxicity0.005874634
Low Tox 0.23090743 Constructive 0.578 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
What a joke, get em out.
What a joke, get em out.
Identity Attack0.0032558115
Insult0.09855611
Profanity0.025634222
Threat0.05721026
Severe Toxicity0.004386902
Low Tox 0.23090743 Low Con 0.162
Jan 7, 2026 1 likes New rules, regulations take effect …
What a joke Canada has become. No wonder we’ve had so much crime.
What a joke Canada has become. No wonder we’ve had so much crime.
Identity Attack0.12208464
Insult0.12883772
Profanity0.017094411
Threat0.008712323
Severe Toxicity0.0049972534
Low Tox 0.22980402 Low Con 0.281
Nov 21, 2025 Thousands of refugees allowed into …
What a joke liberal government disaster is
What a joke liberal government disaster is
Identity Attack0.053399716
Insult0.10294484
Profanity0.045670103
Threat0.008945347
Severe Toxicity0.004425049
Low Tox 0.22579013 Low Con 0.214 Policy_Critique
Jan 5, 2026 6 likes Migrants cross into Canada near …
Punjab suppressed haha next joke please
Punjab suppressed haha next joke please
Identity Attack0.17614605
Insult0.16480011
Profanity0.09775851
Threat0.054947287
Severe Toxicity0.020127986
Low Tox 0.22043827 Moderate Con 0.348 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a legal immigrant this is unfair for everyone who respect this Country. This is a joke 🤮🤮
As a legal immigrant this is unfair for everyone who respect this Country. This is a joke 🤮🤮
Identity Attack0.10221587
Insult0.06739554
Profanity0.024131214
Threat0.00636914
Severe Toxicity0.0042533875
Low Tox 0.21374844 Moderate Con 0.389
Sep 29, 2025 IRCC Names India in Study …
Brampton is basically India . They have no interest is Canada . What a joke Canada has changed so Much in the last 10 Years
Brampton is basically India . They have no interest is Canada . What a joke Canada has changed so Much in the last 10 Years
Identity Attack0.18391247
Insult0.081261896
Profanity0.018255826
Threat0.0063497215
Severe Toxicity0.004558563
Low Tox 0.20705862 Low Con 0.231
Sep 29, 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.