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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: "I think what this is …" 951 comments · Page 22 of 39
that guy on the bike is going to prison I think
that guy on the bike is going to prison I think
Identity Attack0.009545447
Insult0.05262003
Profanity0.041160982
Threat0.13815513
Severe Toxicity0.0066375732
Low Tox 0.23739935 Low Con 0.252 Question
Feb 13, 2026 Inside Canada's Indian Invasion...
I am a Canadian born and bred. I ask these questions, could we, as Canadians, go to India or China or any other country to live and act the way these people do, say the …
I am a Canadian born and bred. I ask these questions, could we, as Canadians, go to India or China or any other country to live and act the way these people do, say the things that they say and get away with it. Do you think I, as a white Canadian, could go to India (for example)and demand they change their traditions and religions because it doesn't suit me? Everybody knows the answer is no. I would be jailed or kicked out of the country quickly. So why do you expect to come to my country and change our ways and our traditions? It's ridiculous.
Identity Attack0.27759558
Insult0.07396803
Profanity0.040409464
Threat0.020954676
Severe Toxicity0.008659363
Low Tox 0.23667802 Constructive 0.637
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
Not just Brampton, even Mississauga. Drive down Milton and you’ll see it, too. Oakville might be the only city that doesn’t have them. If you’ve read this far… yes, I am making fun of sheep …
Not just Brampton, even Mississauga. Drive down Milton and you’ll see it, too. Oakville might be the only city that doesn’t have them. If you’ve read this far… yes, I am making fun of sheep who think it’s a flex to be Canadian and signal it to the herd by mentioning the cities.
Identity Attack0.11047905
Insult0.16802633
Profanity0.024267852
Threat0.009256045
Severe Toxicity0.0050735474
Low Tox 0.2359567 Moderate Con 0.452 Humor_Satire
Feb 26, 2026 Inside Canada's Indian Invasion...
Immigration technically is an asset for a country like Canada, however the open door policy turned that asset into a liability. When you have a migrant community congregate into ghetto like fashion, you know your …
Immigration technically is an asset for a country like Canada, however the open door policy turned that asset into a liability. When you have a migrant community congregate into ghetto like fashion, you know your policy has failed somewhere. Psychologically speaking human would naturally gravitate towards people they have similarities(language, color, likes & dislikes, etc) with and congregate as a "tribe" for warmth & security. Just put one white person alone in the middle of an Indian market at rush hour, i promise you they'd run to the first white person they spot for "security", now tell that one guy that he has to live in India for the foreseeable future and that he has a choice of living in any area of that city and he learns that there a part of town where most of the white people live, where do you think he'll go?
Identity Attack0.2764353
Insult0.07840354
Profanity0.027547138
Threat0.008789998
Severe Toxicity0.0059890747
Low Tox 0.2359567 Constructive 0.665 Policy_Critique
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, …
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, so-called white American, and love Sanatana Dharm, or what most people call Hinduism - that term should soon be forgotten. Anyway, this video shows a variety of people called Indians but whom are vastly different in belief. So much so, they maybe fighting in India but abroad, they stick together. Islam and most Indian philosophies (they are not religions as there is no overarching institution or organization) feed the "devotees" several times a day...it is a part of the culture, shared meals with those who share faith. The Indians, they basically want a better life and will send money home. Muslims will buy land through a trust and then buy more and more. I don't know about Canada, but there are no such cultures in America - well, the Church has bought a lot of land but does nothing to serve people. The Mormons have land and a strong daily schedule, some community churches have very strong programs, but as a whole, The Church has done nothing to make itself appealing and therefore, there's no opposite or equal force. What to do? and as far as assimilating, yes, they should, but to what? Should they start playing hockey, drinking beer, etc. The second gen might. The West has lost it's way and religion isn't the solution but a culture not so decadent would be a good start.
Identity Attack0.28034934
Insult0.06722072
Profanity0.075792134
Threat0.014911477
Severe Toxicity0.008888245
Low Tox 0.2359567 Constructive 0.847
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has a long history of ignoring India’s warnings about Khalistan. They give asylum to extremists just to shame India, but in the end Canada itself suffers. Many Indians think moving abroad changes everything but …
Canada has a long history of ignoring India’s warnings about Khalistan. They give asylum to extremists just to shame India, but in the end Canada itself suffers. Many Indians think moving abroad changes everything but my own friend, an engineering graduate, is working as a cashier in Canada while he had a good job offer in India. Indians, have some dignity. Don’t blindly chase the Canadian dream.
Identity Attack0.2700233
Insult0.08533409
Profanity0.015693882
Threat0.008311004
Severe Toxicity0.0045394897
Low Tox 0.23523538 Constructive 0.645
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
I think I'm the only person in the world who doesn't love Indian food. The smell of food plays a huge part in what I eat and it doesn't work that way with Indian food.
I think I'm the only person in the world who doesn't love Indian food. The smell of food plays a huge part in what I eat and it doesn't work that way with Indian food.
Identity Attack0.28034934
Insult0.043250903
Profanity0.04366605
Threat0.00756015
Severe Toxicity0.0065612793
Low Tox 0.23523538 Constructive 0.652 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
What did native Canadians think about the whites?
What did native Canadians think about the whites?
Identity Attack0.2823795
Insult0.05203446
Profanity0.027000591
Threat0.0074436385
Severe Toxicity0.005645752
Low Tox 0.23451406 Low Con 0.261 Comparative_Framing
Oct 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
People need to STOP VOTING IN LIBERALS!!!!! Cut that loyalty cause its NOT the same party you think it is
People need to STOP VOTING IN LIBERALS!!!!! Cut that loyalty cause its NOT the same party you think it is
Identity Attack0.14019285
Insult0.06921569
Profanity0.020578653
Threat0.022335978
Severe Toxicity0.006752014
Low Tox 0.23415339 Low Con 0.229
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service …
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service I contact it's just * people now. When I went to college everyone was from there. This was a regular local college that Canadian kids aspire to go to. They made up 90% of the classmates, they never showed up to class, they refused to participate in team projects, nobody failed. They did so poorly but the school charges 3x. My final year they cancelled final exams because they decided too many international students would fail. They are from the same country but they have different religions and from different cities that hate each other so they would refuse to communicate with each other. Imagine you meet someone from another province and you hate them and aren't afraid to crashout in public over it. My next door neighbors there is so many people living in the house that they live there on a schedule one group in and one group out. You would think they would be going to work NO they literally hang out all day long like a bad 90s comedy movie. In the last 10 years all of the house in my town skyrocketed in price. The people around me all bought around 2010 - 2015 for $150k - $260k and sold for around $1m 2023 - 2026. Average house price in my town has stayed at 3x what it was 10 - 15 years ago. They don't rake their leaves, they don't clean up their trash, they don't clear their snow from their driveways. Both my parents are immigrants, they came here poor had to work, had to respect the country and its laws and culture because that's what allowed Canada to be successful so they could come here. All I hear about or see now is immigrants from the one country? When I was a kid I grew up with every nationality where did everybody go?
Identity Attack0.036105253
Insult0.089778624
Profanity0.094542764
Threat0.008505191
Severe Toxicity0.00831604
Low Tox 0.23415339 Constructive 0.684 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Jeez my mans on the bicycle with his mittens really doesn't care what your feelings think about facts
Jeez my mans on the bicycle with his mittens really doesn't care what your feelings think about facts
Identity Attack0.012441003
Insult0.06599696
Profanity0.110447146
Threat0.011405042
Severe Toxicity0.008354187
Low Tox 0.23235008 Moderate Con 0.317 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
i am from india even i think brampton so bad. i pay 450 month for bed and there are 16 people in basement with me
i am from india even i think brampton so bad. i pay 450 month for bed and there are 16 people in basement with me
Identity Attack0.13805299
Insult0.0654725
Profanity0.07611542
Threat0.010291707
Severe Toxicity0.0064849854
Low Tox 0.23235008 Moderate Con 0.496 Personal_Narrative
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I think you just paid this dude to do the video bruh
I think you just paid this dude to do the video bruh
Identity Attack0.021987455
Insult0.06599696
Profanity0.08840031
Threat0.015602129
Severe Toxicity0.009384155
Low Tox 0.23198941 Low Con 0.195 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
There's Indian people everywhere, I don't think it's an invasion, there is just a lot of them. They have to live somewhere.
There's Indian people everywhere, I don't think it's an invasion, there is just a lot of them. They have to live somewhere.
Identity Attack0.28034934
Insult0.062150877
Profanity0.051181246
Threat0.010887212
Severe Toxicity0.008888245
Low Tox 0.23198941 Constructive 0.515
Jan 27, 2026 Inside Canada's Indian Invasion...
I think its kinda odd how lit any other ethnicity is able to accommodate to canadian life and customs, canada is like 80% immigrants or children of immogrants yet people ONLY talk about too many …
I think its kinda odd how lit any other ethnicity is able to accommodate to canadian life and customs, canada is like 80% immigrants or children of immogrants yet people ONLY talk about too many indians. I have personally noticed there are a loooot of chinese, filipinos, colombians and mexicans, yet nobody is complaining abt them...
Identity Attack0.2816105
Insult0.06564732
Profanity0.026590679
Threat0.006543908
Severe Toxicity0.005683899
Low Tox 0.22980402 Constructive 0.552 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
The Canadian government thinks im going to pay OSAP back for actually trying to balance school and life just to fail miserably because the teacher couldn't speak English.
The Canadian government thinks im going to pay OSAP back for actually trying to balance school and life just to fail miserably because the teacher couldn't speak English.
Identity Attack0.030691283
Insult0.16124763
Profanity0.035649836
Threat0.007262398
Severe Toxicity0.003528595
Low Tox 0.22846605 Moderate Con 0.423
Sep 19, 2025 45 likes Inside Canada's Indian Metropolis (Brampton)
I think its what your ancestors did to the natives 😂
I think its what your ancestors did to the natives 😂
Identity Attack0.06294931
Insult0.06652143
Profanity0.06345607
Threat0.01238892
Severe Toxicity0.010375977
Low Tox 0.22846605 Low Con 0.289 Humor_Satire
Mar 2, 2026 Inside Canada's Indian Invasion...
Bike guy is hilariously honest. But Africa is too diverse for his generalization though. Even within one country. But man..70? I think I should get an IQ test.😂
Bike guy is hilariously honest. But Africa is too diverse for his generalization though. Even within one country. But man..70? I think I should get an IQ test.😂
Identity Attack0.17614605
Insult0.08533409
Profanity0.06295506
Threat0.0077802283
Severe Toxicity0.0062179565
Low Tox 0.22579013 Constructive 0.538 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Nothing CBC says is believable. They lie, contradict and omit information at will. Its time to think about demanding accuracy or getting rid of this national waste of money. What is the point of having …
Nothing CBC says is believable. They lie, contradict and omit information at will. Its time to think about demanding accuracy or getting rid of this national waste of money. What is the point of having news, if it is mostly one sided and bull?
Identity Attack0.0075845607
Insult0.16817254
Profanity0.02167175
Threat0.0083886795
Severe Toxicity0.0029754639
Low Tox 0.22043827 Low Con 0.228
Feb 20, 2018 How much do refugees and …
These politicians need to be held accountable!! They think they are above the people that they represent. Corruption and lies are the fundamental platform for Federal, Provincial and Municipal governing bodies in this country. Our …
These politicians need to be held accountable!! They think they are above the people that they represent. Corruption and lies are the fundamental platform for Federal, Provincial and Municipal governing bodies in this country. Our politicians are living a life of rockstars and Hollywood actors while the rest of the country is struggling to put food on the table. Take away the hefty wages and pensions and let’s see how many people want to be politicians then. What happened to accountability in this country?! There is no accountability anywhere! All you hear and see is excuses and lies!
Identity Attack0.017364962
Insult0.16861114
Profanity0.020373698
Threat0.008129764
Severe Toxicity0.003452301
Low Tox 0.22043827 Moderate Con 0.435
Oct 2, 2025 IRCC Names India in Study …
Pajeets think India is go great yet flock to leave first chance they get
Pajeets think India is go great yet flock to leave first chance they get
Identity Attack0.1508922
Insult0.16831873
Profanity0.096805766
Threat0.014048163
Severe Toxicity0.010147095
Low Tox 0.22043827 Low Con 0.176
Jan 27, 2026 Inside Canada's Indian Invasion...
Ontario, nova svptia. PEI, quebec, vancouver etc. keep voting for the same gang destroying the country. More liberals, more NDP, more greens means more pain. How much pain does it take to change thinking.
Ontario, nova svptia. PEI, quebec, vancouver etc. keep voting for the same gang destroying the country. More liberals, more NDP, more greens means more pain. How much pain does it take to change thinking.
Identity Attack0.043839492
Insult0.123407245
Profanity0.014600786
Threat0.014911477
Severe Toxicity0.004425049
Low Tox 0.21776234 Moderate Con 0.307 Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
I think the majority will agree… Shut it down!
I think the majority will agree… Shut it down!
Identity Attack0.003921773
Insult0.06424874
Profanity0.033645786
Threat0.05721026
Severe Toxicity0.00541687
Low Tox 0.21642438 Moderate Con 0.321
Nov 27, 2025 Thousands of refugees allowed into …
It's true though. I couldn't get a job for over two years, I applied EVERYWHERE, they would say they're not hiring, then a week later I'll see a new worker or two being trained and …
It's true though. I couldn't get a job for over two years, I applied EVERYWHERE, they would say they're not hiring, then a week later I'll see a new worker or two being trained and guess what? they're indian/punjab (sorry, unsure all the proper terms of people or the differences). Not to mention that they treat indigenous women the way they would back home.... Pretty much every person I know (I'm indigenous and have experienced it myself) has experienced some sort of harassment or assault or whateva with them... And yes, I know it's not all of them, I also know some great people that are indian/punjab but I'm not going to act like there isn't a problem....... Then people think indigenous people get "hand outs"... I was broke for over two years, I tried welfare, it's not as easy as it seems to people lol Also, I'm sure I'm wrong, but I always assumed Immigration was like... reserved for people that need it kind of like refugees.
Identity Attack0.23770751
Insult0.07808672
Profanity0.07740857
Threat0.012699619
Severe Toxicity0.008277893
Low Tox 0.21508642 Constructive 0.838 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
7:54 why yall zooming in on his feet🤣 bros thinking of the reels
7:54 why yall zooming in on his feet🤣 bros thinking of the reels
Identity Attack0.022188433
Insult0.053791173
Profanity0.09098661
Threat0.025961896
Severe Toxicity0.0104522705
Low Tox 0.21241048 Moderate Con 0.309 Meta_Commentary
Jan 27, 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.