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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "US is the same" 1,175 comments · Page 31 of 47
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms …
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms and hospitals. The students were Masters or Ph.D. with full scholarship. They went on to build the country but they were minorities fighting the occasional racism on the street (as the woman in the green t- shirt says). Today, as a result of Trudeau's naïveté about the level of corruption in India, there's a huge influx of relatively unqualified Indians arriving and not being able to assimilate into Canadian society because they do not have good job qualifications. They end up living in ghettos and turn to crime. We must fix that by being much more selective of Indian immigrants. As someone of the Indian diaspora, I'd also like to say that there are those Indo Canadians ("brown folks") who want nothing to do with the Brampton or Surrey ghettos. Many of us are completely secular, having no religion and share nothing with these people fighting around temples and yelling at each other in Punjabi or Hindi. We speak English and French and vote in the elections.
Identity Attack0.10221587
Insult0.089778624
Profanity0.017572641
Threat0.007197669
Severe Toxicity0.004119873
Low Tox 0.1883923 Constructive 0.806
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
We also get Indians and Nepalese imigrants, and they are hard working and good people. They do jobs most of us would do for those money, the religion of peace that is the problem.
We also get Indians and Nepalese imigrants, and they are hard working and good people. They do jobs most of us would do for those money, the religion of peace that is the problem.
Identity Attack0.23163283
Insult0.04090862
Profanity0.022696527
Threat0.006861079
Severe Toxicity0.004348755
Low Tox 0.18649188 Constructive 0.646 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Please Free Khalistan so they can all go back and be free. let us Canadians live in please
Please Free Khalistan so they can all go back and be free. let us Canadians live in please
Identity Attack0.18313584
Insult0.04383647
Profanity0.016616182
Threat0.009722093
Severe Toxicity0.006980896
Low Tox 0.18554166 Moderate Con 0.314 Call_To_Action
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
They ONLY HIRE THERE OWN i see only illegals with all the jobs us canadians they refuse to hire so 🤷
They ONLY HIRE THERE OWN i see only illegals with all the jobs us canadians they refuse to hire so 🤷
Identity Attack0.16801116
Insult0.06477321
Profanity0.0138151245
Threat0.0063885585
Severe Toxicity0.0036621094
Low Tox 0.18459146 Moderate Con 0.303
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Wow, western countries are over with, all the EU/UK/USA (no matter what Trump thinks he doing) are all to multi cultural to ever reverse this, in the 30 whites will be a minority, in 50 …
Wow, western countries are over with, all the EU/UK/USA (no matter what Trump thinks he doing) are all to multi cultural to ever reverse this, in the 30 whites will be a minority, in 50 a rarity and the world will continue, this is life baby, for all us in our 50s, sure was nice back in the day, at east we got to experience it. A culture where if one person has a job, than as many can fit in the house life for free...is basically what the one dude said, that is how they think over all.
Identity Attack0.14233272
Insult0.05144889
Profanity0.021466793
Threat0.0079873605
Severe Toxicity0.0051116943
Low Tox 0.18459146 Constructive 0.568
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said …
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said "C'mon over..." Our path forward is to purge our nation of illegal immigrants, PRs that aren't hitting the metrics, students with expired visas and of course criminals who are not Canadians. Once we've cleaned house we need to treat our country like the prize that it can be and only invite in those who fit in with our psyche and economic needs. Just because someone shows up at our border doesn't mean that they belong in Canada.
Identity Attack0.11163961
Insult0.0838533
Profanity0.02167175
Threat0.011146127
Severe Toxicity0.0062561035
Low Tox 0.18459146 Constructive 0.59 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
You’re not a Indian ones you become a Canadian citizen. These are Sikh Punjabi-Canadians. Nationality changes ones you lose forfeit your citizenship… ethnicity or religion doesn’t change. Stop putting us all in one box!
You’re not a Indian ones you become a Canadian citizen. These are Sikh Punjabi-Canadians. Nationality changes ones you lose forfeit your citizenship… ethnicity or religion doesn’t change. Stop putting us all in one box!
Identity Attack0.1769227
Insult0.05086332
Profanity0.0128245065
Threat0.006861079
Severe Toxicity0.003452301
Low Tox 0.18174082 Constructive 0.506
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Be nice if they gave Canadians what they give immigrants, I'm sure you'd see us start having kids again.
Be nice if they gave Canadians what they give immigrants, I'm sure you'd see us start having kids again.
Identity Attack0.1714862
Insult0.05262003
Profanity0.014190876
Threat0.007573096
Severe Toxicity0.004348755
Low Tox 0.18079062 Moderate Con 0.487
Sep 1, 2025 2 likes Why Canadians Are Turning Against …
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us …
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us hate the whole community. The gentleman in first half of the video mentioned “They sell among themselves and they live among themselves “, could’ve most probably come from his personal experience which might not have been the best and influenced from the dirty politics. 2nd part of the video shows two gentlemen saying “everyone is welcome”. Maybe it’s high time to break that instinct survival barrier and see if all are welcomed for the free food, belongingness and if they’re paying taxes. Also, not being unaware of the criminals that are there in every community of every society. Should they be the ones holding power to our narrative? Thank you for doing this video and showing both sides! Hope this brings more peace and prosperity in the society and within ourselves.
Identity Attack0.028418748
Insult0.082619295
Profanity0.07611542
Threat0.012803185
Severe Toxicity0.0048828125
Low Tox 0.18079062 Constructive 0.799
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
NGOs are helping people find a path to come to the West. The west is just being used and the fraud has more than tripled. I’m getting letters from Canada in the US telling me …
NGOs are helping people find a path to come to the West. The west is just being used and the fraud has more than tripled. I’m getting letters from Canada in the US telling me to contact them because I have a dead relative that left me money 😆 2020 and covid plandemic had several purposes. While Americans were being laid off they were flying in migrants from 5 different countries to take our jobs. The elites are playing people like a fiddle. Don’t be a peasant for the new world order 😆
Identity Attack0.057037655
Insult0.082372494
Profanity0.01764096
Threat0.008531082
Severe Toxicity0.0038528442
Low Tox 0.18079062 Constructive 0.587 Unverified_Claim
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
As a pakistani i wanna say we are different please stop calling us indians we are not same
As a pakistani i wanna say we are different please stop calling us indians we are not same
Identity Attack0.1808059
Insult0.036435258
Profanity0.051431753
Threat0.008103873
Severe Toxicity0.004673004
Low Tox 0.17891699 Moderate Con 0.456 Identity_Assertion
Jan 29, 2026 5 likes Inside Canada's Indian Invasion...
Dude it’s just a Hindu temple, and the statue ur filming is Hanuman a vanar warrior who was in charge of guarding lord ram the avatar of Vishnu and a highly revered god or deity …
Dude it’s just a Hindu temple, and the statue ur filming is Hanuman a vanar warrior who was in charge of guarding lord ram the avatar of Vishnu and a highly revered god or deity in Hinduism. It symbolizes the protection. It’s like you filming a church, mosque, gurdwara, Buddhist Shinto temple or any place of worship . Even the Chinese population is more than Indian over all in North America us-Canada overall. Problem is we don’t spy or build ccp police stations . Weakness is a problem
Identity Attack0.16993292
Insult0.06250052
Profanity0.013507691
Threat0.007145886
Severe Toxicity0.0038719177
Low Tox 0.17891699 Moderate Con 0.471
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Imagine not costing us 78 million from the get go? Start filtering these bogus refugee claims.
Imagine not costing us 78 million from the get go? Start filtering these bogus refugee claims.
Identity Attack0.05089863
Insult0.082619295
Profanity0.02071529
Threat0.007573096
Severe Toxicity0.0029182434
Low Tox 0.17805049 Low Con 0.149
Dec 23, 2025 454 likes Deportations From Canada at Their …
You're all spot on! How is it even possible coming from US and declaring asylum in Canada? And then we have fake refugees, students overstaying visa and applying for refugee status and playing our system, …
You're all spot on! How is it even possible coming from US and declaring asylum in Canada? And then we have fake refugees, students overstaying visa and applying for refugee status and playing our system, rejected applicants enjoying our health care system etc. What a mess and insult to genuine applicants who lined up and went legally through the immigration system.
Identity Attack0.10221587
Insult0.075868964
Profanity0.014054239
Threat0.007094103
Severe Toxicity0.003566742
Low Tox 0.17805049 Constructive 0.702 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
We have become too liberal not too conservative. Justin Trudeau has destroyed the once great country that Canada once was. Trudeau and Carney and the WEF globalists want to destroy the west so they can …
We have become too liberal not too conservative. Justin Trudeau has destroyed the once great country that Canada once was. Trudeau and Carney and the WEF globalists want to destroy the west so they can control us but as long as people keep,voting Liberal then nothing will change.
Identity Attack0.045901958
Insult0.07270074
Profanity0.014327513
Threat0.016465442
Severe Toxicity0.0037384033
Low Tox 0.17631748 Low Con 0.299
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
We need open borders or we’re gonna end up like the us.. Poor economy, no diversity and hopelessness
We need open borders or we’re gonna end up like the us.. Poor economy, no diversity and hopelessness
Identity Attack0.07094744
Insult0.06652143
Profanity0.017914234
Threat0.0086087575
Severe Toxicity0.0037574768
Low Tox 0.17545098 Low Con 0.249 Comparative_Framing
Feb 11, 2026 Canada's tighter immigration policy divides …
Awesome video brother. Intelligence does not have a race, lol. Our politicians have sold us out, lobbyists for large corporations are somehow "convincing" our politicians to provide them with cheap labour (open borders). I wonder …
Awesome video brother. Intelligence does not have a race, lol. Our politicians have sold us out, lobbyists for large corporations are somehow "convincing" our politicians to provide them with cheap labour (open borders). I wonder how much a politician goes for these days, lol.
Identity Attack0.055218685
Insult0.06424874
Profanity0.03339528
Threat0.008492245
Severe Toxicity0.0040626526
Low Tox 0.17545098 Constructive 0.56
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Please us all get togather to get them out of canada
Please us all get togather to get them out of canada
Identity Attack0.09162762
Insult0.034341812
Profanity0.019280603
Threat0.029587816
Severe Toxicity0.0046539307
Low Tox 0.17371799 Low Con 0.279
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
They want to change us into a 3rd world cesspit. Let me ask you this... what happens once Canada becomes the 3rd world?
They want to change us into a 3rd world cesspit. Let me ask you this... what happens once Canada becomes the 3rd world?
Identity Attack0.09410924
Insult0.06774519
Profanity0.02071529
Threat0.008738215
Severe Toxicity0.003929138
Low Tox 0.17371799 Low Con 0.231
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Man is right when he says that we're losing our culture it's hard to keep your culture when you are persecuted for talking about your culture the number one thing that has happened in Canada …
Man is right when he says that we're losing our culture it's hard to keep your culture when you are persecuted for talking about your culture the number one thing that has happened in Canada that never was here before is racism thanks to our federal government telling us that we have no culture and lock us up for protesting peacefully against tyranny of the federal government
Identity Attack0.10221587
Insult0.06984934
Profanity0.014600786
Threat0.00756015
Severe Toxicity0.0032997131
Low Tox 0.17285149 Constructive 0.673 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
2:02 this is the actual problem when i came took me 6yrs for the whole process and when the news US gonna take out its forces thats what worst started to happen. They letting more …
2:02 this is the actual problem when i came took me 6yrs for the whole process and when the news US gonna take out its forces thats what worst started to happen. They letting more and more people
Identity Attack0.019575719
Insult0.030375287
Profanity0.059447967
Threat0.014220826
Severe Toxicity0.0064468384
Low Tox 0.17285149 Moderate Con 0.482 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Metropolis (Brampton)
I wonder why they would like to live in the US so much? I've been there and I've met a lot of people from there, I am a tour guide from spain. I would say …
I wonder why they would like to live in the US so much? I've been there and I've met a lot of people from there, I am a tour guide from spain. I would say the US its an ok country, with good job opportunities, nice infraestructure but with a lot of problems of drug abuse, homelessness and crime Specially for a so called "developed nation". I was shocked when I heard that there are what you call school shootings there! Why don't you tackle that problem and alow it to happen? I have never seen that, in such a scale in more developed countries like switzerland, japan or south korea.
Identity Attack0.10221587
Insult0.06267534
Profanity0.04592061
Threat0.025271246
Severe Toxicity0.0059127808
Low Tox 0.17285149 Constructive 0.807 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and …
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and with calmness, quietly, with ZERO Levels of loudness or aggression. Friendly introduce yourself, smile, and ask them a very simple question: "Excuse me, I believe that you are from India" If the answer is Yes then ask this POLITELY: "Why are you here in Canada?" If they answer "Work", then a third question is possible. "Many Indians say that they do not like Canada, weather, religion, food, etc "a recent poll said that less than ONE PERCENT of Single Indian women will ever date a non-Indian Canadian citizen". I am curious who gave you the instructions to never date White Canadian Men? And I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? " Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.18546575
Insult0.0573046
Profanity0.027820412
Threat0.009178371
Severe Toxicity0.0064086914
Low Tox 0.17198499 Constructive 0.754 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Brampton aka Bramladesh is the worst, but all cities, even small ones have been taken over right now in Canada. It's terrible, and if Trump doesn't absorb us into the USA and put ICE to …
Brampton aka Bramladesh is the worst, but all cities, even small ones have been taken over right now in Canada. It's terrible, and if Trump doesn't absorb us into the USA and put ICE to work, god might as well send meteors. Thank you Tyler for showing this and braving the cold.
Identity Attack0.025203101
Insult0.082619295
Profanity0.019212283
Threat0.008582866
Severe Toxicity0.0037574768
Low Tox 0.17198499 Constructive 0.625 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Us too All our companies Our poor data Also import from the world most polluted nation 😮 Our spices and food. Smh.
Us too All our companies Our poor data Also import from the world most polluted nation 😮 Our spices and food. Smh.
Identity Attack0.036105253
Insult0.0777699
Profanity0.019963788
Threat0.006492125
Severe Toxicity0.0036811829
Low Tox 0.17111848 Low Con 0.281 Economic_Argument
Jan 28, 2026 1 likes 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.