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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 #}

Comment Explorer

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Active: "Indians (most of them) don’t …" 4,309 comments · Page 79 of 173
I don’t understand like you bring it 4 million of them in four years. This is too much you change the whole system in Canada and most of them are getting free healthcare freeform free …
I don’t understand like you bring it 4 million of them in four years. This is too much you change the whole system in Canada and most of them are getting free healthcare freeform free apartments look the Canadian total debt increased by like $300 billion in a couple years because of those people I’m not against Indian. I have Indian friends but this kind of Indian people like you go there like you’re built like 50 call what the hell is wrong with you like you have to understand that’s a Christian country or they believe in God in one car they don’t believe in paganism and 20k kids. Still 4 million people is not normal to move in 4 years Is not fair Even im albanian u bring 4 million albanian in cannada i dont agree with it Is like increasing popullation 15 percent in 3-5 years Indian people drive bad than the cannadian people pay high insurance rates So you called me in Canada and you use free houses free renting free stuff and taking the other people money it’s not good that’s why you need to make your government India to develop your country better and not to attack the Muslim and be racist against the Muslims and the Indian Muslims Here we go with pagan gods looks ugly statue, bro the God is the creator of everything there’s no human gods stop leaving in fairytale paganism
Identity Attack0.36273825
Insult0.30797598
Profanity0.3320008
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.521 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
Brampton is the worst city in Canada and I am an east Indian immigrant .
Brampton is the worst city in Canada and I am an east Indian immigrant .
Identity Attack0.38208112
Insult0.27969417
Profanity0.08840031
Threat0.0078449575
Severe Toxicity0.014317908
Moderate 0.37751234 Moderate Con 0.472 Personal_Narrative
Sep 19, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Im from brampton born from Indian parents its awful what brampton has become. My father is also a heroin addict and he invites a lot of other indian students that are also hooked on heroin …
Im from brampton born from Indian parents its awful what brampton has become. My father is also a heroin addict and he invites a lot of other indian students that are also hooked on heroin to my moms house. My mom cant leave my father behind so i left and found my own place because i can't deal with there drama anymore.
Identity Attack0.36702603
Insult0.28791866
Profanity0.29053202
Threat0.016465442
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.651 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am now a minority in Brampton. Indian s are everywhere, and they're taking all the jobs in Brampton and infact Canada. Stop Indians from taking over our Country, jobs, schools, parks, Tim Hortons, McDonald's, …
I am now a minority in Brampton. Indian s are everywhere, and they're taking all the jobs in Brampton and infact Canada. Stop Indians from taking over our Country, jobs, schools, parks, Tim Hortons, McDonald's, etc. Stop issuing student visas to Indian boys and girls. They have one agenda, stay in Canada.
Identity Attack0.48915586
Insult0.17858955
Profanity0.028230323
Threat0.010550622
Severe Toxicity0.01986976
Moderate 0.37751234 Constructive 0.562 Fear_Threat
Oct 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
its cheaper to hire indians then the locals who complain too much about money all the time , there too lazy to work at low wages , this why the locals dont the jobs any …
its cheaper to hire indians then the locals who complain too much about money all the time , there too lazy to work at low wages , this why the locals dont the jobs any more , its only indians why pay the locals full price when i can hire some one for lower price and save money at the same time ....do the math !
Identity Attack0.39870077
Insult0.3388922
Profanity0.059447967
Threat0.009463178
Severe Toxicity0.014059683
Moderate 0.37751234 Constructive 0.509
Aug 31, 2025 Why Canadians Are Turning Against …
Sorry I don't believe that Indian dude, from my personal experience of working for an Indian company, being the only white employee, not 1 of them ever told 100% truth! Lying is considered Normal in …
Sorry I don't believe that Indian dude, from my personal experience of working for an Indian company, being the only white employee, not 1 of them ever told 100% truth! Lying is considered Normal in they're Culture, they don't see it as lying!!! I bet anything he found away around the rules and cheated and lied to get his RN Certificate and now does the bare minimum at his job, thats what he meant by its easy now!!! Note he also said Canada is like Indian, that just means they are turning it into India, so how can a person say they're proud to be Canadian??? Proud to be a Canadian means you asymulate, not turn it into India! Your getting a warped opinion from a lying Indian!!! That said I did meet a few good Indian elders mostly, as they follow the beliefs were all equal and treat you with respect, but if it ever comes down to an Indian against a white person in a dispute, the Indian will Always be favored in they're communities!!!😎😎😎
Identity Attack0.38230872
Insult0.3388922
Profanity0.07611542
Threat0.010058682
Severe Toxicity0.018836858
Moderate 0.37751234 Constructive 0.73 Unverified_Claim
Sep 20, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
INDIANS WILL RULE CANADA CURRY ON EVERY STREET
INDIANS WILL RULE CANADA CURRY ON EVERY STREET
Identity Attack0.41975367
Insult0.17361937
Profanity0.08355101
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.181
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indians are not like those somalis who will fight you if simple questions.
Indians are not like those somalis who will fight you if simple questions.
Identity Attack0.44690517
Insult0.22303216
Profanity0.11539881
Threat0.04132889
Severe Toxicity0.019998873
Moderate 0.37751234 Moderate Con 0.403
Jan 27, 2026 Inside Canada's Indian Invasion...
I’d take two Indians over one Muslim
I’d take two Indians over one Muslim
Identity Attack0.46028158
Insult0.11797678
Profanity0.0913099
Threat0.13329996
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.363 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Some indians are here as refugees. They said , they're persecuted in india for bieng " Christians" . They are not Christians, they lied to immigration to come to Canada. Once in Canada they do …
Some indians are here as refugees. They said , they're persecuted in india for bieng " Christians" . They are not Christians, they lied to immigration to come to Canada. Once in Canada they do all kinds of fraud to get work permit. They have a Bible written in their language but they're not Christians.
Identity Attack0.46614665
Insult0.25602314
Profanity0.03715288
Threat0.008556974
Severe Toxicity0.015673593
Moderate 0.37751234 Moderate Con 0.456 Unverified_Claim
Oct 5, 2025 IRCC Names India in Study …
I would be okay with Indians if they didn't bring their bad habits, racism and dogma with them.
I would be okay with Indians if they didn't bring their bad habits, racism and dogma with them.
Identity Attack0.44690517
Insult0.26957804
Profanity0.09583591
Threat0.0116639575
Severe Toxicity0.017739398
Moderate 0.37751234 Moderate Con 0.414 Identity_Assertion
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
All the Indians are laughing my buddy from there told me that we are getting the worst ones that even people in India don't like people from that part of India.
All the Indians are laughing my buddy from there told me that we are getting the worst ones that even people in India don't like people from that part of India.
Identity Attack0.41052565
Insult0.18977246
Profanity0.16636424
Threat0.022335978
Severe Toxicity0.020515325
Moderate 0.37751234 Constructive 0.533 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I dated an Indian girl who was born here but her parents are immigrants. Before they even met me she said they were so happy she was dating me. I asked why? She said "because …
I dated an Indian girl who was born here but her parents are immigrants. Before they even met me she said they were so happy she was dating me. I asked why? She said "because youre not indian!" .. they don't even like eachother
Identity Attack0.458714
Insult0.18604483
Profanity0.20016506
Threat0.012130005
Severe Toxicity0.021935565
Moderate 0.37751234 Constructive 0.656 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Ban Indian immigration
Ban Indian immigration
Identity Attack0.458714
Insult0.07967083
Profanity0.0838743
Threat0.060119797
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.254 Call_To_Action
Sep 30, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Canada needs more Canadian than Indian!
Canada needs more Canadian than Indian!
Identity Attack0.4508763
Insult0.18355975
Profanity0.05393682
Threat0.008427517
Severe Toxicity0.017997624
Moderate 0.37751234 Low Con 0.175 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
All Politicians at all levels love illegal aliens 👽. When Was the last time you heard any politician speak against man’s immigration and Indian comitting all the crimes.
All Politicians at all levels love illegal aliens 👽. When Was the last time you heard any politician speak against man’s immigration and Indian comitting all the crimes.
Identity Attack0.44690517
Insult0.24928534
Profanity0.025634222
Threat0.01052473
Severe Toxicity0.015544481
Moderate 0.37751234 Low Con 0.236
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Lmao even indians acknowledge the uncontrolled indian population in canada
Lmao even indians acknowledge the uncontrolled indian population in canada
Identity Attack0.44690517
Insult0.24171697
Profanity0.13608865
Threat0.009747985
Severe Toxicity0.022322904
Moderate 0.37751234 Low Con 0.181 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Even as an Indian, I do not want to go to Canada, I mean, what's the point if I am surrounded by the same people with 0 civic sense, trashing everything, and they have the …
Even as an Indian, I do not want to go to Canada, I mean, what's the point if I am surrounded by the same people with 0 civic sense, trashing everything, and they have the same culture as India. I always believe when in Rome, be a Roman. So, you Canadians really need to do something about this
Identity Attack0.44690517
Insult0.2817503
Profanity0.079025
Threat0.008945347
Severe Toxicity0.01644827
Moderate 0.37751234 Constructive 0.516
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
11:00 what did sikh man say that they can't speak freely in india?😂 What a joke? People literally abuse every govt on India online offline doesn't matter it's left or right..indian doesn't have civic sense …
11:00 what did sikh man say that they can't speak freely in india?😂 What a joke? People literally abuse every govt on India online offline doesn't matter it's left or right..indian doesn't have civic sense doesn't follow rule especially those traffic rules in Brampton and in india bcoz in india they got too much freedom in the name of so fundamental rights,free speech..... These people go in foreign countries and say they got tortured by indian govt they don't have freedom like seriously? This is literally hilarious things....99% Sikh driving truck in foreign countries and talking about freedom... Educated, middle class sikh working in India , have sikh military regiment, and punjab state have Sikh govt and they aren't able to speak right? Govt need to indentify such traitors.....and cancel their Visa and sieze Thier property in India......
Identity Attack0.38445538
Insult0.27763805
Profanity0.19524631
Threat0.13211988
Severe Toxicity0.02383376
Moderate 0.37751234 Constructive 0.522 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
They can leave and come back through roxam Road Like all Haitians and Indians do Claim Asylum and never leave Plus they get FREEEEEEEEEEEEEEEEEE everything
They can leave and come back through roxam Road Like all Haitians and Indians do Claim Asylum and never leave Plus they get FREEEEEEEEEEEEEEEEEE everything
Identity Attack0.43896464
Insult0.16766082
Profanity0.078378424
Threat0.01698343
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.208 Unverified_Claim
Jan 19, 2026 2.9 million Canadian temporary visas …
WHY ARE THERE SO MANY INDIANS?
WHY ARE THERE SO MANY INDIANS?
Identity Attack0.44690517
Insult0.08831572
Profanity0.07999486
Threat0.011638066
Severe Toxicity0.023076924
Moderate 0.37694603 Low Con 0.235 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for doing this video, Canada should be the best country in the world. Canada is arguably the best place on Earth geographically, but just like every government in the world right now, isn't …
Thank you for doing this video, Canada should be the best country in the world. Canada is arguably the best place on Earth geographically, but just like every government in the world right now, isn't handing anything appropriately or even objectively being managed in a sensible way. however, you saying "greatest country in the world" instead of "USA" every time, is probably why people think you're racist and mocking other societies. I defended your India poop video because it was clear you weren't saying that all Indians live in filth like people claimed you were. But again, referencing the US as the best or greatest is just condescending and portentous. Now I'm not your Dad, say and do whatever you want, I'm still enjoying the content. Just saying being more humble and remembering the many problems the US has and how many self-inflicted 3rd world issues it places on itself, would be wise.
Identity Attack0.29035977
Insult0.36798462
Profanity0.2366394
Threat0.010472948
Severe Toxicity0.023076924
Moderate 0.37694603 Constructive 0.798 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Why are they so mean to Indians, maybe a subsector of them, There are Jews that do the same thing? Back in India from what I understand the British had messed it up psychologically for …
Why are they so mean to Indians, maybe a subsector of them, There are Jews that do the same thing? Back in India from what I understand the British had messed it up psychologically for over 200 years so bad and people lost there wealth, the property from the famine, there culture had been ruined particularly in the north-eastern India, these Indians are not north-eastern. They are not doing anything evil, satanic, look to your churches for that, there were some really twisted things happening there with the authority and church fathers and pedophilia and buried of children and countless other scanerios torture chambers, torturing women, church vs government...
Identity Attack0.41052565
Insult0.2659317
Profanity0.21564959
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.37694603 Constructive 0.536
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking …
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking out, brothers and sisters. You are correct, I am not upset with immigrants per se, but am frustrated with how leaky and inept the government has been with their slack policies. I have been in public parks and watched as non-English speaking immigrants leave their trash littering a park! Where they do not respect personal space. I want to live with people who are interested in being Canadian and respect the cultural values and norms of Canadian citizens, NOT those who plan to come in and take over. Come on, guy who said Muslims are going to take over Canada. How well received do you thing that will be?! I have Muslim and Indian friends and they are not like this idiot.
Identity Attack0.2808415
Insult0.40243408
Profanity0.07482228
Threat0.0077154995
Severe Toxicity0.011444092
Moderate 0.37694603 Constructive 0.852 Policy_Critique
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
First it was the european invasion, now it’s the indian invasion lol
First it was the european invasion, now it’s the indian invasion lol
Identity Attack0.40713623
Insult0.14874944
Profanity0.12220735
Threat0.026307223
Severe Toxicity0.023076924
Moderate 0.37694603 Low Con 0.129 Identity_Assertion
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.