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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: "This is even more of …" 1,418 comments · Page 25 of 57
This is by far one of the best videos on this topic I have seen. As a Canadian born and raised here I am considering selling everything and leaving. This government is crooked and no …
This is by far one of the best videos on this topic I have seen. As a Canadian born and raised here I am considering selling everything and leaving. This government is crooked and no accountability. With the last vote I am afraid that there is a lot of fraud even in the election process.
Identity Attack0.0543092
Insult0.36365277
Profanity0.049427703
Threat0.0066280556
Severe Toxicity0.0049972534
Moderate 0.3302291 Constructive 0.57
Aug 25, 2025 10 likes Why Canadians Are Turning Against …
What a beautiful country was Canada 15 years back? The Liberals opened the floodgates and we're suffering now .And Canadians voted the Liberals to power again even after knowing the country was going to the …
What a beautiful country was Canada 15 years back? The Liberals opened the floodgates and we're suffering now .And Canadians voted the Liberals to power again even after knowing the country was going to the dogs!
Identity Attack0.18235919
Insult0.3388922
Profanity0.050429728
Threat0.008427517
Severe Toxicity0.008430481
Moderate 0.3302291 Constructive 0.514
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Trudeau put the calling card out to terrorists, and other undesirables that they are welcome to come to Canada. From that point on as the numbers of migrants increased the crime rate increased even more. …
Trudeau put the calling card out to terrorists, and other undesirables that they are welcome to come to Canada. From that point on as the numbers of migrants increased the crime rate increased even more. He created a number of crises with that one call to the world's worst people.
Identity Attack0.21075934
Insult0.3388922
Profanity0.020920247
Threat0.009307829
Severe Toxicity0.0076293945
Moderate 0.32971194 Moderate Con 0.458 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Personally as an Indian, I really feel bad about it. Unfortunately, we DO go to other countries for a chance at better life and dignity, but a lot us Indians then start to feel privileged …
Personally as an Indian, I really feel bad about it. Unfortunately, we DO go to other countries for a chance at better life and dignity, but a lot us Indians then start to feel privileged and entitled and do not adapt to the culture of the country they are in, and force their own cultures and individual beliefs. This sucks, especially as a young guy who dreams of living in other countries, while respecting their cultures and planning to adapt to them. Even in India too, we don't really pay much taxes since we know its gonna go into corruption anyway, so the Immigrant residents in Brampton may have carried forward that practice as their habit. This gets a lot of us good folks, generalized for no reason too, Although, I do understand the anti-Indian sentiments foreigners have towards us, but again.. not every Indian are like that, since it has also been pointed out by few others. Although, I AM genuinely sorry for the problems Canadians might be facing in Brampton right now
Identity Attack0.2846865
Insult0.19225755
Profanity0.33023968
Threat0.01187109
Severe Toxicity0.019998873
Moderate 0.32919475 Constructive 0.851
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Maximum are khalistani who don't even consider them as Indians but say it loud when confronted
Maximum are khalistani who don't even consider them as Indians but say it loud when confronted
Identity Attack0.3817989
Insult0.24903896
Profanity0.119731516
Threat0.019228047
Severe Toxicity0.020127986
Moderate 0.32919475 Low Con 0.208 Identity_Assertion
Feb 21, 2026 Inside Canada's Indian Invasion...
Answers canadians knew even not working for Immigration department......students from India are the largest visa fraudsters.....no wonder our kids can't find even a minimum wage summer job....if they say 40+k non compliant you know that …
Answers canadians knew even not working for Immigration department......students from India are the largest visa fraudsters.....no wonder our kids can't find even a minimum wage summer job....if they say 40+k non compliant you know that the real number is 3 times that over 100K.....as a matter how to find them.....start with Brampton, Ontario.
Identity Attack0.36702603
Insult0.25007802
Profanity0.020783609
Threat0.007948523
Severe Toxicity0.010375977
Moderate 0.32919475 Constructive 0.543 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
Not even close to enough. Illegals=Deportation.
Not even close to enough. Illegals=Deportation.
Identity Attack0.36702603
Insult0.14874944
Profanity0.023721304
Threat0.019573374
Severe Toxicity0.013478675
Moderate 0.32919475 Low Con 0.148
Dec 23, 2025 11 likes Deportations From Canada at Their …
The thing about India is they only focus on white collar work and this is enforced in their culture and education system. This country of ~1.45 BILLION people (India) vs a population of ~41.3 million …
The thing about India is they only focus on white collar work and this is enforced in their culture and education system. This country of ~1.45 BILLION people (India) vs a population of ~41.3 million people (Canada) looks at white collar work as the only respectable work, sometimes because of their caste system. That's why a lot of poor Indians bathe in contaminated waste water and you see garbage all over the streets. Yet India has some remarkable engineers and mathematicians out of the human species and their billionaires living ~100 meters from the poorest. Second, Indians worship bartering or negotiating for everything even with a set price. saw a group of Indians upset with the price of entry in apple orchard and start arguing with the cashier trying to negotiate the price (my most recent experience). It's just a very different culture that only wants their own from education to even marriage. It's not gonna work with Western values
Identity Attack0.36733335
Insult0.25602314
Profanity0.0741757
Threat0.007832011
Severe Toxicity0.012574885
Moderate 0.3286776 Constructive 0.741
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
“As a brown Canadian, I know exactly what racism feels like — I’ve lived it for 40 years. The truth is, some people simply can’t accept brown immigrants, even though we work the hardest and …
“As a brown Canadian, I know exactly what racism feels like — I’ve lived it for 40 years. The truth is, some people simply can’t accept brown immigrants, even though we work the hardest and often for the lowest pay. Yes, one percent may cause trouble, but that exists in every community. What’s really unfair is how brown immigrants are singled out, while no one makes videos when Indian students are dying or struggling. We’re not monkeys — we’re human beings, we’ve worked for decades building this country, often in silence and underpaid. Stop the racism. Canada is stronger when we live together, not when we tear each other down.”
Identity Attack0.3817989
Insult0.21836096
Profanity0.089370176
Threat0.019918699
Severe Toxicity0.014059683
Moderate 0.3286776 Constructive 0.735 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Westerners, aren't having children, because we can't afford to. The more immigrants that enter, makes it even more unaffordable for westerners it is to have. On top of that, the constant demonization of (predominantly) white …
Westerners, aren't having children, because we can't afford to. The more immigrants that enter, makes it even more unaffordable for westerners it is to have. On top of that, the constant demonization of (predominantly) white people to hate the past, feminism, and queer theory being pushed, definitely doesn't help. I can't even go to a foodbank for a few basics, without a 3 hour wait from all the recent immigrants that don't speak English, and push their way thru lines
Identity Attack0.39773783
Insult0.16788013
Profanity0.055940874
Threat0.008738215
Severe Toxicity0.012207031
Moderate 0.3281604 Constructive 0.661 Economic_Argument
Aug 28, 2025 Why Canadians Are Turning Against …
Most immigrants dont even bother to learn or speak English now...because THEY DONT HAVE TO!! There are so many of them they dont care to be Canadian, I go to the park in Burnaby with …
Most immigrants dont even bother to learn or speak English now...because THEY DONT HAVE TO!! There are so many of them they dont care to be Canadian, I go to the park in Burnaby with my 3 year old & nobody looks like me( im fine with that) what im not fine is that nobody is speaking English ffs!! I feel a foreigner in the place i was born & raised
Identity Attack0.37152436
Insult0.16831873
Profanity0.08549073
Threat0.0074436385
Severe Toxicity0.013478675
Moderate 0.3281604 Constructive 0.611
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
The lady in green, told the truth. "we worked hard, new immigrants don't work hard anymore" well it's because new generation knows how to navigate through the noise and get the things done. I hope …
The lady in green, told the truth. "we worked hard, new immigrants don't work hard anymore" well it's because new generation knows how to navigate through the noise and get the things done. I hope that everybody knows that, even. white in this country are immigrants lol.
Identity Attack0.3817989
Insult0.15627414
Profanity0.062454045
Threat0.0078449575
Severe Toxicity0.011444092
Moderate 0.3281604 Constructive 0.727 Moral_Argument
Feb 28, 2026 Inside Canada's Indian Metropolis (Brampton)
Its cuz Canada is a joke and Quebec is even worse, begging money from other provinces even tho they could make their own money.
Its cuz Canada is a joke and Quebec is even worse, begging money from other provinces even tho they could make their own money.
Identity Attack0.23163283
Insult0.3388922
Profanity0.027000591
Threat0.0069516995
Severe Toxicity0.0073623657
Moderate 0.3281604 Low Con 0.116 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
bro to be honest with u as an Indian most of them even don't know what is civic sense , if u go to Delhi u see more horrible roads and worst bad driving peoples …
bro to be honest with u as an Indian most of them even don't know what is civic sense , if u go to Delhi u see more horrible roads and worst bad driving peoples and also they export that culture across the globe.
Identity Attack0.36733335
Insult0.2679134
Profanity0.10735235
Threat0.023371955
Severe Toxicity0.019095084
Moderate 0.3281604 Constructive 0.504 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick off the hindu nationalidt govt in power). I know some folks, including my neighbour, who immigrated to Canada right after high School — they take services of immigration agents who have contacts with diploma mills there, get a student visa citing enrollment in a sham educational degree, join a minimum wage job and rig the whole process to attain PR & then citizenship — essentially giving low skilled, poorly assimilated labour the citizenship in Canada under guise of skilled or educated immigration. Even as an Indian, the whole situation is insane and astounding to say the least. Hindu Nationalism has spread its roots & conducts marches in Canada within the Indian Hindu areas like they do here in India and people have started performing river aartis as well (communal prayers to worship rivers) — all kinds of pernicious identitarianism is festering there. A ton of Indian immigrants now see Canada merely as a source to better life & resources, but relate to, & are patriotic towards India or assert their rawer religious Sikh or Hindu identity due to lack of any assimilatory pressure & absence of a well defined Canadian identity. Funniest part is Indians, esp Hindus, who vote for hindu nationalists ushering majoritarian policies in India, cheer for persecution of minorities and justify caste system, suddenly co-opt liberalism & decietfully use its talking points to defend their position as a minority in places they migrate to (they do not believe in so, and don't apply the same standards to themselves). If you wish to blame someone, blame the govt of Canada and its elites. At the end of the day, they wanted cheap manual labour, and opened the gates without much consideration.
Identity Attack0.3817989
Insult0.1935001
Profanity0.04141149
Threat0.12536226
Severe Toxicity0.01644827
Moderate 0.32764325 Constructive 0.694 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Force these new immigrants into conscription. This only makes sense since the Americans seem to only become even more aggressive.
Force these new immigrants into conscription. This only makes sense since the Americans seem to only become even more aggressive.
Identity Attack0.36702603
Insult0.12521741
Profanity0.03715288
Threat0.13616586
Severe Toxicity0.014059683
Moderate 0.32712606 Low Con 0.126 Call_To_Action
Jan 19, 2026 Why Canada’s immigration system has …
tbh if much of the indian diaspora in canada are just indian muslims and indian christians then the canadians would be more happy as even just the indian christians alone are ppl that the native …
tbh if much of the indian diaspora in canada are just indian muslims and indian christians then the canadians would be more happy as even just the indian christians alone are ppl that the native canadians themselves can easily connect with due to canada's long term history as a christian majority country and canada once condemned india for killing sikhs in its own territory and idk how will the native canadians react if much of indian diaspora are the country's minorites such as muslims, christians, sikhs and etc rather than majority hindus and this is already something that kinda exists in canada although much of the indian diaspora unfortunately are just hindus rather than the country's minorities but ofc not telling im from india or not cuz im not willing to reveal what country im from ;-;
Identity Attack0.42615733
Insult0.16195811
Profanity0.072882555
Threat0.08856395
Severe Toxicity0.015996376
Moderate 0.32712606 Moderate Con 0.491 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada, a country that does not even have its own native people. It is just Europeans complaining about other immigrants whilst ignoring the Native Americans. Also, most white Canadians here take benefits; therefore, they are …
Canada, a country that does not even have its own native people. It is just Europeans complaining about other immigrants whilst ignoring the Native Americans. Also, most white Canadians here take benefits; therefore, they are not bothered to find a job. Same problem in the UK
Identity Attack0.39677486
Insult0.16195811
Profanity0.020100424
Threat0.006757513
Severe Toxicity0.008087158
Moderate 0.32712606 Moderate Con 0.457
Nov 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Now i dont mean to incite violence, but @1:39 this phrase makes a guy do some thinking. Something something, one bad apple to ruin the bunch... Something something, they would have us beheaded in their …
Now i dont mean to incite violence, but @1:39 this phrase makes a guy do some thinking. Something something, one bad apple to ruin the bunch... Something something, they would have us beheaded in their country... Something something, they despise us for not accepting their fake god... I dont mean to say there is a limit the people can take before they start opposing those protests and riots in the streets. but as Somebody who has never had or wanted to have a hateful bone in my body. Why do these cultists spark so much (and it pains me to even say this but) hatred in me.
Identity Attack0.17226285
Insult0.24835461
Profanity0.21781154
Threat0.13178273
Severe Toxicity0.01935331
Moderate 0.3260917 Constructive 0.624 Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Even Indians don't want themselves there
Even Indians don't want themselves there
Identity Attack0.38238457
Insult0.07333439
Profanity0.09389619
Threat0.012647836
Severe Toxicity0.013607788
Moderate 0.3245134 Low Con 0.216 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
No different than the Somalia in Minnesota. They take and take and give NOTHING back to help their communities. I wish I. C. E. would target them even more than the Mexicans. At least Mexicans …
No different than the Somalia in Minnesota. They take and take and give NOTHING back to help their communities. I wish I. C. E. would target them even more than the Mexicans. At least Mexicans contribute to their communities.
Identity Attack0.39461556
Insult0.09124154
Profanity0.025497584
Threat0.022681303
Severe Toxicity0.0126394415
Moderate 0.3245134 Constructive 0.502 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
You know it's bad when even the Indians themselves complain
You know it's bad when even the Indians themselves complain
Identity Attack0.3817989
Insult0.110259406
Profanity0.11539881
Threat0.010783645
Severe Toxicity0.012435913
Moderate 0.3245134 Low Con 0.212 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
I ain’t racist but them dudes make our reality of death and taxes even more dogwater than it already is😮‍💨
I ain’t racist but them dudes make our reality of death and taxes even more dogwater than it already is😮‍💨
Identity Attack0.1444726
Insult0.18977246
Profanity0.10549548
Threat0.048158366
Severe Toxicity0.014898917
Moderate 0.3245134 Low Con 0.299 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try …
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try to be)?! Yeap. The same guy who inspired, who puppeteer True-dow, with the famous "You'll own nothing and you'll be happy..." (or, instead, because they will be happier). The same with who participated in this globalists ideol'Orgies of their goal of NWO, implementing a "Built-Back-Better" towards "the New". And to "Built-Back-Better", you got "to implode an old one". How about never teaching how the economy, encourage abortion clinics, putting in jail people whonsee through and oppose the "easiness of it"; and as we just see, how about encouraging migrants instead of our own population?! WHEN we hear them in parlement with their ethical codes, political correctness, Never you hear about "migrants allegence towards their hosts countries". Now, we're seeing progressive and fast, what's happening when we put God aside. I remember too well what was the globalists goals on their freaking agenda. This is perfect social-engineering, which is a worldwide crime. And those bunches of "not-voted-for, selves-titled-leaders" with no sens in human respect, are total Sociopaths social-engineers"; most of them using "crooked money-landring tools" through citizens taxpayers funds, as Soros does so well with the USA IRS coalition (DISCOVERED LATELY BY THE FBI; as if the didn't know before). Just keep in mind that Carney account for his securities are in foreign countries, not even in Canada, to escape tax income. No wonder most Canadians are starting to become USA citizens. Our own government sold Canada to foreigners. If in one shot, a sudden decision, Canadians were leaving at once Canada,...
Identity Attack0.10221587
Insult0.24928534
Profanity0.12727508
Threat0.13363713
Severe Toxicity0.018836858
Moderate 0.32397532 Constructive 0.507 Unverified_Claim
Aug 30, 2025 Why Canadians Are Turning Against …
3 million Indians since 2014 - 2021. The figure is likely accurate, if not low, because it focuses on new arrivals (both permanent and temporary) rather than just PRs. The real number is quite literally …
3 million Indians since 2014 - 2021. The figure is likely accurate, if not low, because it focuses on new arrivals (both permanent and temporary) rather than just PRs. The real number is quite literally not able to be found, as the government is very corrupt and hides the data officially. The upcoming census 2026 is going to be DISGUSTING. 2021 and beyond the rate of forced migration was south asians taking up 60 percent of the immigrants, how is that reasonable, nor racist, and how can we even vet these people properly to have quality assimilants?
Identity Attack0.2839175
Insult0.26957804
Profanity0.064458095
Threat0.010110466
Severe Toxicity0.010757446
Moderate 0.32397532 Constructive 0.553 Fear_Threat
Jan 28, 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.