Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "so many of the same …" 1,340 comments · Page 25 of 54
I live in brampton, and it is actually wild. Every single business has been bought and turned indian. Go to Walmart, im.the only white guy. I have nothing against indian. I would feel the same …
I live in brampton, and it is actually wild. Every single business has been bought and turned indian. Go to Walmart, im.the only white guy. I have nothing against indian. I would feel the same if it was any race , including white people. There should be diversity it should just be equal. They let way to many people into canada way to easy
Identity Attack0.34000012
Insult0.06774519
Profanity0.05268429
Threat0.009592636
Severe Toxicity0.009918213
Low Tox 0.27750343 Constructive 0.591 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
too many Bungadoos in Canada ...go home Bungadoo
too many Bungadoos in Canada ...go home Bungadoo
Identity Attack0.18002926
Insult0.22303216
Profanity0.031140719
Threat0.007961469
Severe Toxicity0.008506775
Low Tox 0.27750343 Low Con 0.167 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
It’s an Indian country now.🤦🏻‍♂️🤦🏽‍♂️🤷🏼‍♀️Indianada🤣😂🤣. Don’t do nothing. Canadian let happen and it’s happening. Lose their own country to this people. Once they become a member of the government, It’s game over in just a …
It’s an Indian country now.🤦🏻‍♂️🤦🏽‍♂️🤷🏼‍♀️Indianada🤣😂🤣. Don’t do nothing. Canadian let happen and it’s happening. Lose their own country to this people. Once they become a member of the government, It’s game over in just a matter of time.. Too many of them already. breeding everyone.🤦🏽‍♂️🤦🏻‍♂️🤦🏽‍♂️🤷🏻‍♂️🤷🏻
Identity Attack0.28034934
Insult0.082619295
Profanity0.028230323
Threat0.012130005
Severe Toxicity0.011749268
Low Tox 0.27750343 Low Con 0.235 Fear_Threat
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I will always stand with people who condemn indian fatigue No doubt,it's effects are making all crazy That's doesn't mean white are so good They are racist too But many of them are really good …
I will always stand with people who condemn indian fatigue No doubt,it's effects are making all crazy That's doesn't mean white are so good They are racist too But many of them are really good The white people Nice, friendly outside And other nationalities Irrespective of color and country We need such good people Who help others,show mercy If not don't cause problems to others
Identity Attack0.2823795
Insult0.15236975
Profanity0.114160895
Threat0.014048163
Severe Toxicity0.013285006
Low Tox 0.27750343 Constructive 0.776
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Even the Indians are like “too many Indians”
Even the Indians are like “too many Indians”
Identity Attack0.31892163
Insult0.081508696
Profanity0.06345607
Threat0.009126588
Severe Toxicity0.010147095
Low Tox 0.2763787 Low Con 0.249 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I actually worked at Tim Hortons(I'm a white guy), and there were literally so many Indians that they'd order each other around in Hindi. They'd only speak English to me and the customers. I had …
I actually worked at Tim Hortons(I'm a white guy), and there were literally so many Indians that they'd order each other around in Hindi. They'd only speak English to me and the customers. I had a shift coordinator in fact who would reflexively give me orders in Hindi, and would get a little ticked off and repeat it in Hindi, and then when it clicked that I'm the only non-Hindi speaker there, he'd give 1 word orders like "Garbage" or "Sinks". The owner of the Tim Hortons also said that if I was a little slow or needed extra training, they wouldn't fire me because they don't like to keep rotating workers around, and instead would rather just retrain them. I was a tad bit slow(only because I was precise and not violating health and safety standards), and they fired me in like 10 seconds. Like my second monthly review, I was fired. I have a feeling it largely had to do with the fact that I was not Indian and didn't speak Hindi, so therefore the shift coordinators had less tolerance for me.
Identity Attack0.27914262
Insult0.16831873
Profanity0.20483992
Threat0.015429466
Severe Toxicity0.014059683
Low Tox 0.2763787 Constructive 0.757 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
The main reason for bad behaviour in Brampton is the kind of uneducated people from Punjab getting in there using illegal means. I know many people from Punjab who've honge into Canada who cannot speak …
The main reason for bad behaviour in Brampton is the kind of uneducated people from Punjab getting in there using illegal means. I know many people from Punjab who've honge into Canada who cannot speak 3 lines in English properly.
Identity Attack0.25986546
Insult0.21368977
Profanity0.015079016
Threat0.006686311
Severe Toxicity0.005455017
Low Tox 0.27525392 Constructive 0.65 Identity_Assertion
Feb 8, 2026 Inside Canada's Indian Invasion...
You forgot to talk about the "diploma mills" problem. Many of them are not qualified and must be sent back. Just because a corrupt government lets you in, it doesn't give you the right to …
You forgot to talk about the "diploma mills" problem. Many of them are not qualified and must be sent back. Just because a corrupt government lets you in, it doesn't give you the right to take advantage of the people living there.
Identity Attack0.01274247
Insult0.26395
Profanity0.019690514
Threat0.008531082
Severe Toxicity0.0031089783
Low Tox 0.27525392 Moderate Con 0.449
Dec 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I have nothing against Indians or Punjabis. Every culture has its good and not so good. The biggest issue is the Indian government warned that Canada is taking in many scammers and criminals with false …
I have nothing against Indians or Punjabis. Every culture has its good and not so good. The biggest issue is the Indian government warned that Canada is taking in many scammers and criminals with false documents and Canada not only made them welcome but also let them enter politics, police, government positions many with just PR and not even citizenship holders. How can an India citizen with Canadian Residency work as a customs officer or police with no Canadian citizenship?
Identity Attack0.28622448
Insult0.1640896
Profanity0.02119352
Threat0.0074306927
Severe Toxicity0.0064086914
Low Tox 0.27525392 Constructive 0.726 Policy_Critique
Jan 27, 2026 160 likes Inside Canada's Indian Invasion...
I feel like this video was presented fairly. We heard the criticisms and we got to see the Indian perspective too. There's many kind people over there, however Canadas Immigration over the last several years …
I feel like this video was presented fairly. We heard the criticisms and we got to see the Indian perspective too. There's many kind people over there, however Canadas Immigration over the last several years is a disaster. They're bringing in a lot of people who are detrimental to our country. In many ways.
Identity Attack0.28034934
Insult0.15911613
Profanity0.020578653
Threat0.008440462
Severe Toxicity0.006790161
Low Tox 0.27412915 Constructive 0.759
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s very interesting because Indians seem to be more thick skinned than Canadians in general, so even white ppl’s reservations or microaggressions don’t register to them and they just keep expanding on positivity. I’ve met …
It’s very interesting because Indians seem to be more thick skinned than Canadians in general, so even white ppl’s reservations or microaggressions don’t register to them and they just keep expanding on positivity. I’ve met many Indian people in Canada and it almost seems like they’re so positive and community minded that they think it’s small minded to be stingy about sharing space, which can clash with the general reserved nature of Canadians but also make you feel embarrassed in a way about being judgmental. You even see it in this video with the white guy asking judgey questions to Indians but he gets showered with food and hospitality from the Indians. No matter how you fight it you kind of get overpowered by their positivity…
Identity Attack0.316
Insult0.15485314
Profanity0.062454045
Threat0.008815889
Severe Toxicity0.008468628
Low Tox 0.27412915 Constructive 0.76 Moral_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Please god, Im canadian please go back to the old immigration system where we took in actual doctors and engineers. there's also so many i cant get housing at university's because they are the number …
Please god, Im canadian please go back to the old immigration system where we took in actual doctors and engineers. there's also so many i cant get housing at university's because they are the number 1 priority apparently. Also Canada will pay you if you hire or have a student that is indian.
Identity Attack0.33060804
Insult0.06953252
Profanity0.028913507
Threat0.007365964
Severe Toxicity0.0076675415
Low Tox 0.27412915 Constructive 0.618 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
My friend from india moved to my town in BC because she said Ontario had too many indians 😂
My friend from india moved to my town in BC because she said Ontario had too many indians 😂
Identity Attack0.36702603
Insult0.076819435
Profanity0.05017922
Threat0.008298059
Severe Toxicity0.008392334
Low Tox 0.27412915 Moderate Con 0.485 Humor_Satire
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
Go to the forest and so many homeless and they are abusive to Canadian people .
Go to the forest and so many homeless and they are abusive to Canadian people .
Identity Attack0.18468912
Insult0.16195811
Profanity0.01627459
Threat0.011508608
Severe Toxicity0.005836487
Low Tox 0.27236435 Moderate Con 0.426
Sep 29, 2025 IRCC Names India in Study …
Canada, Us, Aus, Nz they were at a time white colonies. But they aren't any more. That's not changing. Trying to reverse engineer multiculturalism is going to be brutal. Which is what many people are …
Canada, Us, Aus, Nz they were at a time white colonies. But they aren't any more. That's not changing. Trying to reverse engineer multiculturalism is going to be brutal. Which is what many people are advocating. One has to wonder about white european migrants who become outraged when non white customs and culture begin to be visible. Its like they are offended by the results of what they themselves created. I get it , the mind frame of now we have developed these countries and technology has improved, now let's dial this down. This is racism making a come back. And I think most of these places began in a purely racist fashion and will try to maintain themselves in a similar way. So long as there is predatory population around. These folks want to benefit of migrants and their labour but then get offended by their presence. I have heard of gulf Arab racism and maybe that's the track these countries are willing to adopt. Who knows but the future appears to be grim unless a way forward of co existing is carved out.
Identity Attack0.33352965
Insult0.083359696
Profanity0.05268429
Threat0.013528148
Severe Toxicity0.009422302
Low Tox 0.27236435 Constructive 0.675 Moral_Argument
Feb 22, 2026 1 likes 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 …
Why are we counting how many white people work in Tim hortons… we would be complaining if they weren’t working.
Why are we counting how many white people work in Tim hortons… we would be complaining if they weren’t working.
Identity Attack0.2854555
Insult0.06599696
Profanity0.028640235
Threat0.008789998
Severe Toxicity0.006942749
Low Tox 0.26859093 Low Con 0.296 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
If they didn’t want Indians to be in their country, then probably the British, French and Portuguese shouldn’t have forced their way into India. Especially Britain, stealing around £38 Trillion from India. Actions have reactions.😂😂😂😂 …
If they didn’t want Indians to be in their country, then probably the British, French and Portuguese shouldn’t have forced their way into India. Especially Britain, stealing around £38 Trillion from India. Actions have reactions.😂😂😂😂 And if people want to UNDERSTAND why people from mostly Punjab move to Canada, they need to learn history. The short version is - Sikh Regiment, business in the 19th and 20th century. For a longer version why the migration exploded in the late 20th and 21st century, the seeds were sown back in the early 20th century - Brits favouring a handful of Khalistanis to weaken Indian National movement before Indian Independence (read Sanjiv Sanyal’s book - “Revolutionaries”) and keep the Jewel (India) in the crown. Post the assassination of Indian PM Indira Gandhi by the Khalistani Terrorists (concentrated in Punjab) in 1984 and the Indian government crackdown on them - many found refuge in Canada aided by Pakistan’s Intelligence Service Agency and off course the USA and Canada 🫡🫡🫡 Indian government repeatedly pleaded the West to hand over the terrorists but surprise surprise, the West wants to use these elements to keep India in check and support its ally Pakistan. Fast forward, Khalistani sympathisers (Khalistan was a violent separatist movement in Punjab)find their refuge in Canada. Their relatives move in shortly and encourage others from Punjab to do so. Why ?? To build the base for Khalistan movement in Canada against India (all this being supported by the West while India cries its lungs out) 😢😢😢. Canada becomes a mini Punjab for the Khalistani terrorists/sympathisers. The Punjabi culture takes root courtesy of the Khalistanis - brings in more migration. Fast forward to today, the movement is now a tsunami with people from Punjab moving in large numbers. Why ? Because of the Khalistan movement, Punjab got destroyed economically (it was the richest state in India) as a result people are forced to move out. And the best place is their second Punjabi 🫣🫣 ie. Khalistani homeland Canada.
Identity Attack0.2816105
Insult0.12521741
Profanity0.026590679
Threat0.0091524795
Severe Toxicity0.008621216
Low Tox 0.26859093 Constructive 0.685 Comparative_Framing
Feb 11, 2026 4 likes Inside Canada's Indian Invasion...
I remember going to Disneyland as a kid, in the 90s many times, and seeing like 3/4 Asian people. Now it's not like that anymore. I used to laugh when i would hear them speak …
I remember going to Disneyland as a kid, in the 90s many times, and seeing like 3/4 Asian people. Now it's not like that anymore. I used to laugh when i would hear them speak in the lines lol
Identity Attack0.3043136
Insult0.07840354
Profanity0.092279755
Threat0.0097738765
Severe Toxicity0.011520386
Low Tox 0.2667042 Constructive 0.589
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians help only Indians. I spoke with a professor from an American university in the Midwest, and he stated that the faculty is complaining about too many Indians at the university, including faculty from India.
Indians help only Indians. I spoke with a professor from an American university in the Midwest, and he stated that the faculty is complaining about too many Indians at the university, including faculty from India.
Identity Attack0.36702603
Insult0.06757036
Profanity0.023516348
Threat0.0076637166
Severe Toxicity0.0060272217
Low Tox 0.2667042 Constructive 0.613 Unverified_Claim
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
The reality is that Canada’s demographic changes are largely driven by high levels of immigration from India and Arab and Muslimmajority countries. It is important to stop the narrative of hatred toward Black people, especially …
The reality is that Canada’s demographic changes are largely driven by high levels of immigration from India and Arab and Muslimmajority countries. It is important to stop the narrative of hatred toward Black people, especially the labeling of them as “low IQ.” Many immigrants from Africa are hardworking and striving to assimilate, yet they continue to face unfair stereotypes. In fact, many Black immigrants are professors, post-doctoral researchers, doctors, engineers, and other professionals. Those who do not hold advanced degrees are still performing essential labor that sustains the economy. Ignoring these contributions suggests that the concern is not genuinely about protecting Canada from immigration or cultural change, but rather reflects a deeper, selective hostility toward Black people. Honest reflection and research would make this clear.
Identity Attack0.36702603
Insult0.09563028
Profanity0.023584666
Threat0.0077025536
Severe Toxicity0.006790161
Low Tox 0.2667042 Constructive 0.682 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude's just spreading hate. Indian community might lack some manners, but are the most reliable group of people who are welcoming to many. You dont see them doing drugs on streets, you dont see them …
Dude's just spreading hate. Indian community might lack some manners, but are the most reliable group of people who are welcoming to many. You dont see them doing drugs on streets, you dont see them murdering for money. They are 99.99% peaceful beings who earn money and get lost before you know it
Identity Attack0.22631748
Insult0.09855611
Profanity0.08096472
Threat0.053654157
Severe Toxicity0.009841919
Low Tox 0.2648175 Constructive 0.618 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
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 …
Canada imported so many khalistanis now deal with them.
Canada imported so many khalistanis now deal with them.
Identity Attack0.2808415
Insult0.10294484
Profanity0.018597418
Threat0.010731863
Severe Toxicity0.008125305
Low Tox 0.26293078 Low Con 0.199 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
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 …

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.