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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: "We have do something now. …" 345 comments · Page 5 of 14
Immigration is something else Libtart ruined
Immigration is something else Libtart ruined
Identity Attack0.28034934
Insult0.27969417
Profanity0.22643133
Threat0.011172019
Severe Toxicity0.018707745
Moderate 0.3666224 Low Con 0.203 Policy_Critique
Feb 23, 2026 1 likes 'We do know that there's …
Because of hysterical liberals, common sense is their enemy. Reality is also something they shun.
Because of hysterical liberals, common sense is their enemy. Reality is also something they shun.
Identity Attack0.14875233
Insult0.37506318
Profanity0.04216301
Threat0.008492245
Severe Toxicity0.0061798096
Moderate 0.3666224 Low Con 0.166 Identity_Assertion
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Do you think doing cash jobs will make you rich or something? These jobs are the jobs that no one in the right mind will do. The rates are pretty low and you will be …
Do you think doing cash jobs will make you rich or something? These jobs are the jobs that no one in the right mind will do. The rates are pretty low and you will be treated like crap. People go to Brampton for cheaper rent. They start to make money usually they move out. We went to Scarborough for 3 months. Then moved to Mississauga and then to Toronto. Bought a house in Oakville and then sold that house and moved out West to Edmonton and then to Calgary. We now live in the States. So these things will happen to pretty much everyone. A few of them will stay in Brampton obviously.
Identity Attack0.020681098
Insult0.3388922
Profanity0.36099523
Threat0.009048914
Severe Toxicity0.013607788
Moderate 0.3666224 Constructive 0.691
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
I haven't even got 6 minutes in and the white dude on the bike has said something racist, so matter of factly, about at least 8 groups of people.....
I haven't even got 6 minutes in and the white dude on the bike has said something racist, so matter of factly, about at least 8 groups of people.....
Identity Attack0.39334553
Insult0.20201176
Profanity0.057944927
Threat0.010032792
Severe Toxicity0.013607788
Moderate 0.36095104 Moderate Con 0.419 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Lol the only ones who can say something are the native inuits and those people. Not these Caucasian who think where ever they go they are natives and when other go to the same place …
Lol the only ones who can say something are the native inuits and those people. Not these Caucasian who think where ever they go they are natives and when other go to the same place they are immigrants
Identity Attack0.4139151
Insult0.23237456
Profanity0.089693464
Threat0.007870848
Severe Toxicity0.015996376
Moderate 0.36095104 Low Con 0.293 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
As an American, I am ignorant about Canada and its immigration policy, and so wonder how much stated in this video are lies due to racism, and how much is true? For example, the Indians …
As an American, I am ignorant about Canada and its immigration policy, and so wonder how much stated in this video are lies due to racism, and how much is true? For example, the Indians who come to the US are vetted, are educated, and work hard. Since the 90s, most of the Indians who come to the US are not Punjabi Sikhs, nor are they Muslim. Punjabis came earlier, but since the tech boom, most who come are Hindus usually from Southern India. About 20% are also Christian. These Hindu and Christian Indians from Southern India are model minorities. Think of these kids who do well in the Spelling Bee. No crime, no trash, just educated hard working folks. Especially here where I am in San Jose, CA. So are these Canadians lying, or are the type of Indians who go to Canada worse? Those with fake diploomas or Sikhs claiming refugee status due to their religion and not being safe in Hindu India? Something is amiss bc how can these Indian immigrants be so different? If Canada is not vettung their immigrants why not? I also know that a coworker of mine who is from Southern India, his niece recently secured a visa to Canada and she is a Radiation Oncologist, an occupation Canada is in need of. So assumed lie the US, Canada is letting in needed skilled workers.
Identity Attack0.37361985
Insult0.3126888
Profanity0.06395709
Threat0.0076507707
Severe Toxicity0.0127685545
Moderate 0.36095104 Constructive 0.813
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
No on likes illegal immigrants. No on likes freeloaders. No one likes when what used to be majority population, their identity, their culture, their heritage is overtaken (or overshadowed) by immigrants. We see the same …
No on likes illegal immigrants. No on likes freeloaders. No one likes when what used to be majority population, their identity, their culture, their heritage is overtaken (or overshadowed) by immigrants. We see the same pattern repeating everywhere, which has something "better" to offer people compared to where they came from. OTOH, replace the Indians with white caucasians, and white caucasians with Inuits, isn't it just history repeating itself ?
Identity Attack0.44690517
Insult0.15627414
Profanity0.035148825
Threat0.0100069
Severe Toxicity0.016577384
Moderate 0.36095104 Constructive 0.608
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
There’s something so shady going on. We have an insane influx amount of Indians in Canada. What is this creative loophole and why can’t the Canadian government close this loophole?
There’s something so shady going on. We have an insane influx amount of Indians in Canada. What is this creative loophole and why can’t the Canadian government close this loophole?
Identity Attack0.3819294
Insult0.24928534
Profanity0.03840541
Threat0.008194493
Severe Toxicity0.011978149
Moderate 0.34328604 Low Con 0.269
Oct 1, 2025 111 likes IRCC Names India in Study …
I thought these people was peaceful thats the propaganda the system has painted about these people the truth is something else they are very rude and not good neighbors
I thought these people was peaceful thats the propaganda the system has painted about these people the truth is something else they are very rude and not good neighbors
Identity Attack0.10221587
Insult0.33964422
Profanity0.08775374
Threat0.00967031
Severe Toxicity0.008964539
Moderate 0.34328604 Constructive 0.502 Unverified_Claim
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Wow, what hatred towards Indians!! I only see it spiraling into something very unpleasant in the near future. We can't blame the locals either!
Wow, what hatred towards Indians!! I only see it spiraling into something very unpleasant in the near future. We can't blame the locals either!
Identity Attack0.3817989
Insult0.15769513
Profanity0.07514556
Threat0.011249693
Severe Toxicity0.01322045
Moderate 0.3389984 Constructive 0.53 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
it's funny how older immigrants that feel something is taken away from them by new immigrants. the same way whites feel about none white immigrants
it's funny how older immigrants that feel something is taken away from them by new immigrants. the same way whites feel about none white immigrants
Identity Attack0.41222036
Insult0.123407245
Profanity0.07740857
Threat0.009877442
Severe Toxicity0.012054443
Moderate 0.3389984 Moderate Con 0.444 Moral_Argument
Oct 11, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is …
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is majority of immigrants coming here from just India and Muslim countries for years now, its changing our once wonderful, beautiful country because their cultures are vastly different and they don't assimilate into ours. There's an underlining issue that is becoming more and more an issue with real Canadians and something will give soon......
Identity Attack0.41222036
Insult0.22303216
Profanity0.043916557
Threat0.008026198
Severe Toxicity0.015609037
Moderate 0.3389984 Constructive 0.621 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Why the Canadian government allow the indian people to enter Canada, look at their population in India 🇮🇳 over Billion of them Canadian government should do something right now before is too late to start …
Why the Canadian government allow the indian people to enter Canada, look at their population in India 🇮🇳 over Billion of them Canadian government should do something right now before is too late to start deport them
Identity Attack0.43256098
Insult0.14874944
Profanity0.02119352
Threat0.030278467
Severe Toxicity0.015544481
Moderate 0.3389984 Low Con 0.261
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian I’ll try and put this very politely and everything but I am friends with Indians that immigranted here 20+ years ago and the immigrants back then wanted to be Canadian and actually …
As a Canadian I’ll try and put this very politely and everything but I am friends with Indians that immigranted here 20+ years ago and the immigrants back then wanted to be Canadian and actually wanted to assimilate themselves in our culture the new round of immigration doesn’t do that they want to make Canada the new India they have no respect no care for the others around them and yes! They do smell not all of them but if it’s a smelly person in Canada 9/10 they are Indian that’s what I’ve seen obviously there is more but we just want them to want to be Canadians and not build your stupid praying status sorry I tried to be polite but this is something that has pissed me off more and more and people are finally talking about it
Identity Attack0.3802808
Insult0.2735258
Profanity0.12220735
Threat0.009955117
Severe Toxicity0.018449519
Moderate 0.33836752 Constructive 0.698 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is tore up because of the Indians not necessarily the immigrants there's too many immigrants but way too many Indians in 1990 I was 20 years old in Toronto everything was fine I was …
Canada is tore up because of the Indians not necessarily the immigrants there's too many immigrants but way too many Indians in 1990 I was 20 years old in Toronto everything was fine I was not too much of anything nobody special I bought a home bought a new car and then I got the region later in life right now that type of thing is impossible very impossible for the next 20 or 30 years unless there's a war or epidemic or something crazy?
Identity Attack0.36702603
Insult0.25404143
Profanity0.057443913
Threat0.010110466
Severe Toxicity0.011138916
Moderate 0.33338684 Constructive 0.67
Aug 24, 2025 Why Canadians Are Turning Against …
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny …
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny is real but i wouldn't dare leave my country. there are ways to live happily here i am sure for some it might not be as such and they chose to live abroad that's their decision i have nothing to say there. but you have to also understand India houses 1.47 billion population. 1 out of 300 people are able to get in canada but since the size pool is bigger that tries for it the number sky rocket as well. i have no remarks against india not against the canadian who have lived there for generations. in my eyes they both are right and it's government that should do something about it. i can totally understand the perspective of white canadians if all they see is a chruch that was turned into a hindu temple.
Identity Attack0.15303208
Insult0.23237456
Profanity0.2453505
Threat0.02181799
Severe Toxicity0.017416617
Moderate 0.3302291 Constructive 0.82
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want …
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want to take responsibility ever for anything that they do and they rely on equally inept voters to keep them in office. As to the subject at hand, Canadians should not be responsible for immigrants or people claiming asylum health costs for anything past their first 6 months here. Going past 6 months indicates that they have yet to gain employment and are living off our backs. Those who are still here after being turned back should be located and sent packing immediately regardless of their present standing. For example, someone came here and was rejected but never left. Today they get picked up and now they claim they have a family here. They should still be removed because if they had left when they were supposed to they wouldn't have that family now would they. Yes, it may appear to be harsh but is it not harsh to use the funds provided by people who have a legal right to be here to support those who never should have been here?
Identity Attack0.11163961
Insult0.35505778
Profanity0.027820412
Threat0.007624879
Severe Toxicity0.005874634
Moderate 0.3302291 Constructive 0.611 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
7:51 LOL THE ZOOM IN ON THE SLIPPERS SO REAL THOUGH IT WAS LIKE -20 OR SOMETHING AND WE SAW SOME PUNJABI GUY WEARING SLIPPERS LIKE ITS NOTHING
7:51 LOL THE ZOOM IN ON THE SLIPPERS SO REAL THOUGH IT WAS LIKE -20 OR SOMETHING AND WE SAW SOME PUNJABI GUY WEARING SLIPPERS LIKE ITS NOTHING
Identity Attack0.2331515
Insult0.100019015
Profanity0.17055123
Threat0.026652548
Severe Toxicity0.023076924
Moderate 0.32971194 Moderate Con 0.314 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
when u are in rome u, need to act like one, if u go to another country and want to be a citizen be a part of that country or else dont go and destroy …
when u are in rome u, need to act like one, if u go to another country and want to be a citizen be a part of that country or else dont go and destroy their peace by bringing ur baggage and chaos there. really i feel sick how cannada being turned completely into india. indians im not against u but if u go to another country and want to be a part of it dont destroy their own culture and rules for ur own comfort, if not just go to ur hometowns as its not diversification or growth it looks awful how peaceful communities are being turn into something else. india is india dont turn cannada into one
Identity Attack0.29951343
Insult0.27146968
Profanity0.058946952
Threat0.01187109
Severe Toxicity0.012207031
Moderate 0.3286776 Constructive 0.633
Nov 23, 2025 Inside Canada's Indian Metropolis (Brampton)
you should come to North Stockton or Mountain House in CA!!! I would love to know if they are coming here off of something similar because their population has also grown exponentially over the last …
you should come to North Stockton or Mountain House in CA!!! I would love to know if they are coming here off of something similar because their population has also grown exponentially over the last 10 years its crazy!!
Identity Attack0.023595277
Insult0.3393024
Profanity0.0569429
Threat0.008311004
Severe Toxicity0.005340576
Moderate 0.32764325 Constructive 0.679 Question
Feb 28, 2026 Inside Canada's Indian Invasion...
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...
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 …
rip western countries man we gotta do something
rip western countries man we gotta do something
Identity Attack0.28034934
Insult0.06617179
Profanity0.14313951
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.3260917 Low Con 0.284 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc …
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc before letting them settle. It is your country do something otherwise this is bad!
Identity Attack0.3758158
Insult0.15982662
Profanity0.02932342
Threat0.0138755
Severe Toxicity0.01159668
Moderate 0.32557452 Moderate Con 0.495 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
ask them and they say they are sikh not indian but if something bad happen they become suddenly indian
ask them and they say they are sikh not indian but if something bad happen they become suddenly indian
Identity Attack0.38238457
Insult0.13607834
Profanity0.11601777
Threat0.047835086
Severe Toxicity0.01986976
Moderate 0.32557452 Low Con 0.265 Identity_Assertion
Nov 21, 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.