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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 #}

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Active: "Is this what it’s like …" 2,805 comments · Page 89 of 113
isn't it wonderful when you can't afford a car and the government doesn't put enough public transit on the road so everyone is crammed on the bus like sardines so pickpockets can get right next …
isn't it wonderful when you can't afford a car and the government doesn't put enough public transit on the road so everyone is crammed on the bus like sardines so pickpockets can get right next to you to steal from you and no way you can get a seat which is really convenient when the bus brakes in an emergency and it's especially convenient when people have health problems standing for long periods of time on top of the time they spend standing at work ... packing people on buses is a human rights violation in some places around the world ... the government in Canada is mostly irresponsible and I'm not getting any happier myself for what the government is doing to everyone
Identity Attack0.0053276913
Insult0.0573046
Profanity0.021808386
Threat0.008738215
Severe Toxicity0.0026130676
Low Tox 0.11057663 Constructive 0.654
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Looking like all people who are commenting here are natives..
Looking like all people who are commenting here are natives..
Identity Attack0.06340405
Insult0.030816011
Profanity0.018529098
Threat0.0068869707
Severe Toxicity0.0026130676
Low Tox 0.11057663 Low Con 0.258
Jan 18, 2026 2.9 million Canadian temporary visas …
Thats not necessarily a bad thing. Seems like cbsa is getting better at removing bad actors trying to game the system.
Thats not necessarily a bad thing. Seems like cbsa is getting better at removing bad actors trying to game the system.
Identity Attack0.011839314
Insult0.036545437
Profanity0.022559889
Threat0.01750142
Severe Toxicity0.0023460388
Low Tox 0.11057663 Low Con 0.296
Dec 28, 2025 Deportations From Canada at Their …
Break down from a Canadian who moved to the US. Basically, Indians moved to Brampton because it was a cheaper area, yet close enough to Toronto. Immigrants drove taxi or drove truck usually were paid …
Break down from a Canadian who moved to the US. Basically, Indians moved to Brampton because it was a cheaper area, yet close enough to Toronto. Immigrants drove taxi or drove truck usually were paid in cash, leading to tax evaluation. So they were able to save more... They were able to buy a bigger house for cheaper basically. New immigrants move to Brampton probably cause it easier. They don't need to assimilate as much as they sued to. They can speak their own language, not have to learn another, etc. You can actually see certain immigrant groups take to certain cities for the reasons above. Vaughn is Italian, Etobicoke was multi cultural, now Somalian(last I visited), sauga is Arab, etc The universities are a big scam, and the govt is part of it. They don't care cause they get money.... People create these fake colleges and bring in students. Students have "online" classes and so they don't actually go in . In Canada ur allowed to work 20 hours as a student, but all work more under the table. And yes. As a Punjabi, there is too many Indians. It was too many when I left. Worse now.. don't even like visiting Canada anymore unless I go to Barrie or something.
Identity Attack0.08500996
Insult0.033239998
Profanity0.016342908
Threat0.0069516995
Severe Toxicity0.0026893616
Low Tox 0.11036996 Constructive 0.761 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
i remember VICE News producing quality content like this, before they went downhill for money. Keep up the good work Tyler Oliveira, 20M subs coming soon! and remember don't be like VICE
i remember VICE News producing quality content like this, before they went downhill for money. Keep up the good work Tyler Oliveira, 20M subs coming soon! and remember don't be like VICE
Identity Attack0.011247349
Insult0.033570543
Profanity0.023311393
Threat0.008556974
Severe Toxicity0.0020599365
Low Tox 0.11036996 Constructive 0.505 Meta_Commentary
Jan 27, 2026 16 likes Inside Canada's Indian Invasion...
@17:07 That sounds like Pakistani side of Punjabi
@17:07 That sounds like Pakistani side of Punjabi
Identity Attack0.10221587
Insult0.047349896
Profanity0.04592061
Threat0.010110466
Severe Toxicity0.0073623657
Low Tox 0.1100022 Low Con 0.266
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
I don’t know how to feel about this. In my head I know without immigration the population will go down and that’s bad for economy. I know that diversity is good and we should embrace …
I don’t know how to feel about this. In my head I know without immigration the population will go down and that’s bad for economy. I know that diversity is good and we should embrace people from all backgrounds. Yet, something feels vastly wrong with what is going on in Brampton. And I feel guilty for feeling that way because I didn’t feel like that when I went to Woodbridge when it was all Italian or Richmond Hill when it was all Hongkong Chinese.
Identity Attack0.10221587
Insult0.024897853
Profanity0.018187506
Threat0.007197669
Severe Toxicity0.0030899048
Low Tox 0.1100022 Constructive 0.733
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's not race that makes countries great or bad. Since there is just one human race. Its the culture that makes places great. Culture or shared ideas among the populace. Specially ideas of being open …
It's not race that makes countries great or bad. Since there is just one human race. Its the culture that makes places great. Culture or shared ideas among the populace. Specially ideas of being open minded, living and letting live, freedom, being tolerant etc. These are the best ideas or culture that if held long enough by the majority of the people will turn that place into a great civilization indeed. Every great civilization of history was built through this culture in history. persian empire, macedonian empire, roman empire, british empire and now the united states etc... were/are all very diverse and very tolerant of indians and their ideas... cultural exchange of ideas through indians and receiving diverse viewpoints which helped them become great. However great empires, great places and civilizations never last. They fall down. They fall down once the culture changes. which is natural since culture is not static but dynamic, since it exists only in the minds of people, it can change in the same generation, or in the next - all it takes is replacing existing ideas with other ideas in the minds of people large enough. This is what we are seeing happening in canada and India... a shift of culture. The same culture of responsible for turning India into a terrible country is being adopted by canadians. Meanwhile for the past few decades.. india on the other hand has been adopting the better culture and growing slowly and steadily with many mistakes and hurdles along the way towards a brighter future... slowly because its huge... steadily because it knows where to go.... mistakes and hurdles because its an open democracy... If this cultural shift keeps continuing this way... There will come a time where canada would look more like afghanistan and India will look like the us or scandinavia... However i hope thats not the case. and its just a phase that does not lead to some significant revolution in terms of peoples thinking.
Identity Attack0.07425626
Insult0.025413504
Profanity0.027273865
Threat0.00780612
Severe Toxicity0.0037574768
Low Tox 0.10956833 Constructive 0.639 Moral_Argument
Feb 26, 2026 Inside Canada's Indian Invasion...
It is a Hindu Crusade of this century, and just like here in America, Canada's government encourages the establishment of every other culture except their own. It is the hard truth.
It is a Hindu Crusade of this century, and just like here in America, Canada's government encourages the establishment of every other culture except their own. It is the hard truth.
Identity Attack0.10221587
Insult0.025542418
Profanity0.011663092
Threat0.0063885585
Severe Toxicity0.002193451
Low Tox 0.10956833 Low Con 0.255
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I fully expect the next step is them making their own Khalistan nation in what is currently Canada, I expect the same from the various parts of the US like this
I fully expect the next step is them making their own Khalistan nation in what is currently Canada, I expect the same from the various parts of the US like this
Identity Attack0.08831879
Insult0.023479814
Profanity0.015864678
Threat0.010602405
Severe Toxicity0.004005432
Low Tox 0.10956833 Low Con 0.257 Fear_Threat
Feb 25, 2026 2 likes Inside Canada's Indian Invasion...
I like that guy in the orange vest, spoke no lies!
I like that guy in the orange vest, spoke no lies!
Identity Attack0.008694496
Insult0.042665333
Profanity0.025907494
Threat0.0074048014
Severe Toxicity0.0024032593
Low Tox 0.10956833 Moderate Con 0.396 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Brampledesh…I knew it! I was there a few years ago and I didn’t see any other race.. I stayed at a friend’s small cottage ground. Which they are or we’re trying to take over the …
Brampledesh…I knew it! I was there a few years ago and I didn’t see any other race.. I stayed at a friend’s small cottage ground. Which they are or we’re trying to take over the land. It was so bizarre all these new houses and people then a street away a small entrance surrounded by trees and cottages. It’s good old Canadians hanging on to the sliver of their community that’s left. But seriously it was really strange and bizarre like I said. 🇨🇦
Identity Attack0.06795148
Insult0.029714199
Profanity0.013576009
Threat0.013372798
Severe Toxicity0.0037765503
Low Tox 0.10956833 Constructive 0.576
Oct 30, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Carney is blowing billions on Ukraine and the EU, the media is covering it up as much as they can including the so called right wing media like national post.
Carney is blowing billions on Ukraine and the EU, the media is covering it up as much as they can including the so called right wing media like national post.
Identity Attack0.012240025
Insult0.04442204
Profanity0.017231047
Threat0.007314181
Severe Toxicity0.001745224
Low Tox 0.10913446 Low Con 0.175 Unverified_Claim
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Guys remember... the vast majority of woke and left will say they're all for diversity/mass-multiculturalism is great all while NOT living in areas exactly like this.
Guys remember... the vast majority of woke and left will say they're all for diversity/mass-multiculturalism is great all while NOT living in areas exactly like this.
Identity Attack0.06929302
Insult0.0279513
Profanity0.019280603
Threat0.007197669
Severe Toxicity0.002746582
Low Tox 0.10870059 Moderate Con 0.489 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I love how they tax half our income then act like heroes when they give back a max $420 per person. And I’m sure you need to be near poor line to get that.
I love how they tax half our income then act like heroes when they give back a max $420 per person. And I’m sure you need to be near poor line to get that.
Identity Attack0.0050687063
Insult0.060752302
Profanity0.015454767
Threat0.006375613
Severe Toxicity0.0014209747
Low Tox 0.10870059 Moderate Con 0.406 Policy_Critique
Jan 18, 2026 Canada’s new rules in 2026
To be honest the problem with Canada is that they are not having strict immigration checks like the USA which has in turn resulted in non-qualified people coming from India to name sake colleges over …
To be honest the problem with Canada is that they are not having strict immigration checks like the USA which has in turn resulted in non-qualified people coming from India to name sake colleges over there . A lot of people just used to drive trucks or do odd jobs over here in India . I really think Canada's welcoming nature has been misused in the wrong way.
Identity Attack0.07921951
Insult0.033570543
Profanity0.011970525
Threat0.0061296434
Severe Toxicity0.0019550323
Low Tox 0.10870059 Constructive 0.67 Policy_Critique
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada presents itself as a multicultural society, but the reality for many immigrants—especially South Asians—is different. Brampton and other cities have seen large Indian and Pakistani immigration waves due to Canada’s labor and education opportunities. …
Canada presents itself as a multicultural society, but the reality for many immigrants—especially South Asians—is different. Brampton and other cities have seen large Indian and Pakistani immigration waves due to Canada’s labor and education opportunities. But despite being invited under official immigration programs, these communities face systemic racism and unequal treatment. 📊 Employment Discrimination: • A 2021 Statistics Canada report found that racialized Canadians earned 20% less on average than their white counterparts, even when education and experience were controlled. • South Asian immigrants specifically face higher rates of credential discounting, where their foreign education and experience are undervalued. 📊 Hiring Bias: • A University of Toronto study revealed that applicants with “ethnic” names were 40% less likely to receive a callback compared to those with Anglo-sounding names, even with identical résumés. • Another survey showed that unemployment rates for racialized Canadians are consistently 1.5–2x higher than for white Canadians. 📊 Perceptions vs. Reality: • While white Europeans continue to integrate without much resistance, South Asians are often stereotyped as “taking over” neighborhoods. • Immigrants from India and Pakistan have one of the highest workforce participation rates in Canada, working in everything from Uber and trucking to tech and medicine—contributing directly to the economy. Meanwhile, many first-generation South Asian immigrants don’t qualify for the refugee-style supports that others receive. Instead, they work long hours, often in precarious jobs, just to cover bills. The frustration often mistaken as an “attitude problem” comes from facing daily systemic barriers—being seen as “less than” despite contributing equally, if not more, to society. The underlying issue is that the old colonial mindset persists: brown immigrants are not granted the same social standing as white Canadians. Equality on paper is not equality in practice.
Identity Attack0.10221587
Insult0.030816011
Profanity0.01982715
Threat0.008103873
Severe Toxicity0.0030708313
Low Tox 0.10870059 Constructive 0.699 Moral_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
At least they appreciate it and use it properly (remember, we are all human). They do not act like entitled Canadians do.
At least they appreciate it and use it properly (remember, we are all human). They do not act like entitled Canadians do.
Identity Attack0.08500996
Insult0.033460364
Profanity0.012277958
Threat0.006375613
Severe Toxicity0.0021648407
Low Tox 0.10826672 Moderate Con 0.473
Nov 9, 2019 How much do refugees and …
They don't like to assimilate everywhere they go.
They don't like to assimilate everywhere they go.
Identity Attack0.046159767
Insult0.024768941
Profanity0.020783609
Threat0.007314181
Severe Toxicity0.0026512146
Low Tox 0.10826672 Low Con 0.271
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I had a Polish neighbour in Victoria who echoed the same comments as the Polish guy at 8:00. During 2021 she became terrified that communism has come to Canada, seeing the exact same dynamics of …
I had a Polish neighbour in Victoria who echoed the same comments as the Polish guy at 8:00. During 2021 she became terrified that communism has come to Canada, seeing the exact same dynamics of tyranny being imposed during the covid scamdemic. In 2022 I escaped Canada with my family. We sold our home, I quit my career, and escaped the tyrannical travel bans against people like us. A couple months later our Polish neighbours sold their beautiful seaside home and escaped as well.
Identity Attack0.06567776
Insult0.032248367
Profanity0.012995303
Threat0.008427517
Severe Toxicity0.0026512146
Low Tox 0.10826672 Constructive 0.704 Personal_Narrative
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
So many india people here ask the guy if he feels like home... and he said no.... that says it all
So many india people here ask the guy if he feels like home... and he said no.... that says it all
Identity Attack0.07673789
Insult0.023479814
Profanity0.02836696
Threat0.008336896
Severe Toxicity0.003376007
Low Tox 0.10826672 Moderate Con 0.453 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I'd buy that guy on the bike a case of beer. It's so sad seeing guys like him who are so aware, who are obviously capable, having to live such poor lives. But this is …
I'd buy that guy on the bike a case of beer. It's so sad seeing guys like him who are so aware, who are obviously capable, having to live such poor lives. But this is Canada, where two people making the average income will never own a home and spend more than half their income on basics. That guy probably makes 50k a year. But is riding a bicycle in winter.
Identity Attack0.014953227
Insult0.060927123
Profanity0.012380436
Threat0.006874025
Severe Toxicity0.0021076202
Low Tox 0.10783285 Constructive 0.666 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Some of what the people are saying like "they don't pay taxes" (as a generality. Doesn't mean some don't, just like some lifelong Canadians may not) sounds absurd, but some other points like sticking together …
Some of what the people are saying like "they don't pay taxes" (as a generality. Doesn't mean some don't, just like some lifelong Canadians may not) sounds absurd, but some other points like sticking together in their own bubbles and employment circles certainly seems like a valid criticism and a problem.
Identity Attack0.0233943
Insult0.059061307
Profanity0.015693882
Threat0.0061878995
Severe Toxicity0.0015163422
Low Tox 0.10783285 Constructive 0.731
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
There is nothing like being a minority in the country you were born in.
There is nothing like being a minority in the country you were born in.
Identity Attack0.041003603
Insult0.028061481
Profanity0.019007329
Threat0.00713294
Severe Toxicity0.0024986267
Low Tox 0.10739898 Moderate Con 0.442 Fear_Threat
Aug 29, 2025 Why Canadians Are Turning Against …
Fun fact,, extreme right wingers of one always like left wingers of other countries especially for immigration 😂😅
Fun fact,, extreme right wingers of one always like left wingers of other countries especially for immigration 😂😅
Identity Attack0.055218685
Insult0.029163294
Profanity0.014976538
Threat0.0066927844
Severe Toxicity0.0021648407
Low Tox 0.10739898 Low Con 0.288
Sep 19, 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.