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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: "In India, there is no …" 2,270 comments · Page 71 of 91
Only a certain caliber a person should be able to enter Canada and become a citizen meanwhile our government is taking in the lowest of the low from India that even India doesn't want...
Only a certain caliber a person should be able to enter Canada and become a citizen meanwhile our government is taking in the lowest of the low from India that even India doesn't want...
Identity Attack0.11976352
Insult0.047935467
Profanity0.013985921
Threat0.006861079
Severe Toxicity0.0031280518
Low Tox 0.15213956 Low Con 0.231
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Canada about to be the big India.🤣
Canada about to be the big India.🤣
Identity Attack0.11396073
Insult0.04090862
Profanity0.028640235
Threat0.0077154995
Severe Toxicity0.005645752
Low Tox 0.15213956 Low Con 0.186 Humor_Satire
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal …
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal immigrant who migrated here with a nuclear family only on merit, I believe I earn the privilege to voice my thoughts here. First of all, rather than blaming the hoards of Indian immigrants, why don't anyone ask questions to the people who allowed it? Why not ask the politicians who vetoed it? Why not ask the police who is not able to stop reckless drivers? Why not ask the minister's who allow hospitals to run under staffed? USA has a massive Indian diaspora. But they are mostly IT workers and CEOs and Doctors. So who was at mistake of bringing illiterate, uncouth Indians to Canada? After earning all the required merit, and paying as much taxes from my family that is equivalent to minimum wages of at least 4 people, it hurts me to see undeserving people taking benefits of the system, while we get the short end. No one seemed too concerned when Indian students brought in so much money and revived some dead economies. No one blamed thousands of Punjabi businesses bringing in dollars into the economy. India, with its 150 billion people has s#!to eaters and people who can buy out Canada. You only see the bad. Press the government to bring in good people. Doctors, engineers, lawyers, scientists, business people, who will add value to the country and generate you jobs and salaries and grow this country. Not cooks and drivers only. Khalistan and Pro-BJP factions are both bad outside India. They all should go back and let the peace loving Indians and Canadians live here in peace. I don't hate anyone, but just the people who make my home country and me look bad. We ain't that bad after all.
Identity Attack0.105836816
Insult0.05262003
Profanity0.016172111
Threat0.007909686
Severe Toxicity0.0029945374
Low Tox 0.15158679 Constructive 0.821 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Why punjabis say they from punjab 😂😂 not india
Why punjabis say they from punjab 😂😂 not india
Identity Attack0.16159154
Insult0.07903719
Profanity0.07805514
Threat0.010032792
Severe Toxicity0.010910034
Low Tox 0.15158679 Low Con 0.225
Jan 27, 2026 Inside Canada's Indian Invasion...
You have to realize how rigged the system is for example. Take a look at the liberal MP from Mississauga Malton. He only hires staff from India. He primarily deals with PR card issues as …
You have to realize how rigged the system is for example. Take a look at the liberal MP from Mississauga Malton. He only hires staff from India. He primarily deals with PR card issues as per his 5 star Google reviews. Anytime he makes a video talking about liberal propaganda. He has to turn off commenting section of the video due to the backlash. This is what happens when you elect foreign born MPs
Identity Attack0.07591068
Insult0.06826523
Profanity0.01887069
Threat0.0066798385
Severe Toxicity0.0024223328
Low Tox 0.15158679 Constructive 0.579 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
No offence to the amazing Indian people, as a Canadian I find the majority very helpful and good for our country. However, things changed 2015- onwards- there are large scam companies now that bring unqualified …
No offence to the amazing Indian people, as a Canadian I find the majority very helpful and good for our country. However, things changed 2015- onwards- there are large scam companies now that bring unqualified people by taking money from them and creating fake student permits for them. The issue with that is that these people are OK with subpar living standards and offer their services for less than minimum wage and this creates a shadow/ cash-based economy where taxes go unreported and quality of life does not improve. This is not good for anyone- not the Canadians and older immigrants who lose jobs to these people and must pay higher taxes to maintain the infrastructure needed for a larger population. Not to mention how these new immigrants are a bit uncultured and almost like the "red-necks" of India- they throw garbage around, do not learn English, never make friendships with other races/ethnicities.
Identity Attack0.054763943
Insult0.076819435
Profanity0.022559889
Threat0.0067834044
Severe Toxicity0.002861023
Low Tox 0.15158679 Constructive 0.775 Policy_Critique
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
But...Canda cricket tem india peple 😂😂😂😂
But...Canda cricket tem india peple 😂😂😂😂
Identity Attack0.12556632
Insult0.07998765
Profanity0.09066332
Threat0.00951496
Severe Toxicity0.014253352
Low Tox 0.15158679 Low Con 0.279 Humor_Satire
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
Not india but Khalistan
Not india but Khalistan
Identity Attack0.1294935
Insult0.07016616
Profanity0.054938845
Threat0.029069828
Severe Toxicity0.01573815
Low Tox 0.15103401 Low Con 0.201 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada, you are importing Indians from one single region/state of India. You have 22 MPs from one Indian state in your parliament- even we don't have that many. They have a political goal and you …
Canada, you are importing Indians from one single region/state of India. You have 22 MPs from one Indian state in your parliament- even we don't have that many. They have a political goal and you are enabling.
Identity Attack0.14233272
Insult0.036545437
Profanity0.013131939
Threat0.0067057298
Severe Toxicity0.0032424927
Low Tox 0.15103401 Moderate Con 0.468
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
There is no coercion, no forcing of Sharia like muslims do. Also Hindus and Sikhs offer community service. food and shelter too in times of India, irrespective of skin colour or status or religion.
There is no coercion, no forcing of Sharia like muslims do. Also Hindus and Sikhs offer community service. food and shelter too in times of India, irrespective of skin colour or status or religion.
Identity Attack0.19298288
Insult0.028832749
Profanity0.01846078
Threat0.007301235
Severe Toxicity0.0036239624
Low Tox 0.15103401 Constructive 0.522 Comparative_Framing
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because …
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because the immigration offices are not doing their jobs. We've been flodded with fake students for years now. And for the record I am not against student visas and legal and appropriate immigration. Far from it. I appreciate every person, whether from India or somewhere esle, that is in Canada legally and with intention to integrate and contribute.
Identity Attack0.056582913
Insult0.06669625
Profanity0.02522431
Threat0.007417747
Severe Toxicity0.0032615662
Low Tox 0.15103401 Constructive 0.794 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
Britain had to fight to conquer India. Canada by contrast invited in the invaders and paid them to come and colonize them
Britain had to fight to conquer India. Canada by contrast invited in the invaders and paid them to come and colonize them
Identity Attack0.10221587
Insult0.035333443
Profanity0.01805087
Threat0.011068452
Severe Toxicity0.003490448
Low Tox 0.15103401 Low Con 0.155 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
India has a good GDP 4.5 trillion but a disaster population of 1.4 billion.The population should have been 60 million like the UK.The overpopulation is the British fault for not teaching the Indians benefits of …
India has a good GDP 4.5 trillion but a disaster population of 1.4 billion.The population should have been 60 million like the UK.The overpopulation is the British fault for not teaching the Indians benefits of having a small family.
Identity Attack0.11860296
Insult0.04149419
Profanity0.019758832
Threat0.008686432
Severe Toxicity0.004272461
Low Tox 0.15048122 Moderate Con 0.374 Unverified_Claim
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
I understand Indians coming to Canada, but why cannot Indians build India like Chinese build China?
I understand Indians coming to Canada, but why cannot Indians build India like Chinese build China?
Identity Attack0.18705739
Insult0.030375287
Profanity0.015864678
Threat0.00704232
Severe Toxicity0.0033569336
Low Tox 0.15048122 Moderate Con 0.305 Comparative_Framing
Oct 20, 2025 Inside Canada's Indian Metropolis (Brampton)
20:44 the best sensible Canadian who came from india
20:44 the best sensible Canadian who came from india
Identity Attack0.10221587
Insult0.035553806
Profanity0.027820412
Threat0.008738215
Severe Toxicity0.0063323975
Low Tox 0.15048122 Moderate Con 0.36
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
In a matriarchy country known as Canada, tall women rule eastern Canada especially Ontario. They hold many team lead to middle and even upper management positions. In this part of Canada, India and Pakistan have …
In a matriarchy country known as Canada, tall women rule eastern Canada especially Ontario. They hold many team lead to middle and even upper management positions. In this part of Canada, India and Pakistan have taken over. Thanks brother
Identity Attack0.11976352
Insult0.04207976
Profanity0.014225035
Threat0.007029374
Severe Toxicity0.00333786
Low Tox 0.14950264 Constructive 0.542
Aug 24, 2025 8 likes Why Canadians Are Turning Against …
They are from khalistan not India
They are from khalistan not India
Identity Attack0.1508922
Insult0.045593183
Profanity0.04592061
Threat0.0077025536
Severe Toxicity0.00667572
Low Tox 0.14950264 Low Con 0.179
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
The same in Australia. They transformed Australia in India. They're everywhere. They're messing every country
The same in Australia. They transformed Australia in India. They're everywhere. They're messing every country
Identity Attack0.105256535
Insult0.039444692
Profanity0.030138692
Threat0.008764107
Severe Toxicity0.004272461
Low Tox 0.14950264 Low Con 0.224
Jan 27, 2026 Inside Canada's Indian Invasion...
India and China are a big country but why do these people immigrate to other countries????
India and China are a big country but why do these people immigrate to other countries????
Identity Attack0.1064171
Insult0.028061481
Profanity0.017299367
Threat0.0067445673
Severe Toxicity0.0037765503
Low Tox 0.147767 Low Con 0.25 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m not surprised by the bad driving. Have you seen drivers in India. They turn two lanes into three. Crossing the street there is risking your life! When I was there, I almost had a …
I’m not surprised by the bad driving. Have you seen drivers in India. They turn two lanes into three. Crossing the street there is risking your life! When I was there, I almost had a heart attack and prayed every time I had to get into a car.
Identity Attack0.10221587
Insult0.03768798
Profanity0.014498309
Threat0.012647836
Severe Toxicity0.00415802
Low Tox 0.1460314 Constructive 0.622 Comparative_Framing
Mar 1, 2026 2 likes Inside Canada's Indian Invasion...
Locals 😅😅 who are the locals. Only Tribals are locals, rest all are foreigner here who came here at some point. West ruled India for 400 years. Atleast give us 399.❤
Locals 😅😅 who are the locals. Only Tribals are locals, rest all are foreigner here who came here at some point. West ruled India for 400 years. Atleast give us 399.❤
Identity Attack0.105836816
Insult0.047349896
Profanity0.025770858
Threat0.008815889
Severe Toxicity0.0049972534
Low Tox 0.1460314 Moderate Con 0.385
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
TYLER COOKING INDIA AGAIN.🤣🤣🤣
TYLER COOKING INDIA AGAIN.🤣🤣🤣
Identity Attack0.052035484
Insult0.034562174
Profanity0.03990845
Threat0.011638066
Severe Toxicity0.0119018555
Low Tox 0.1460314 Low Con 0.243 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Don't worry guys. There's still 1.4billion of them that can come over from India.
Don't worry guys. There's still 1.4billion of them that can come over from India.
Identity Attack0.10815793
Insult0.028061481
Profanity0.026317406
Threat0.016120117
Severe Toxicity0.0049209595
Low Tox 0.14429577 Low Con 0.276 Fear_Threat
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
8:38 Did they move out from India to Canada because of their demand of Khalistan . Simply answer is —- A big NO . They were taken there by British in world war as a …
8:38 Did they move out from India to Canada because of their demand of Khalistan . Simply answer is —- A big NO . They were taken there by British in world war as a worker and some sort of soldier , but they were not the only indian, but some others not from Punjab also went there . Yeah, punjabi sikh are more in number , they have organised groups and institutions there . Some are anti India and some are not , but normal Indians go there seeking more opportunities and income .
Identity Attack0.14233272
Insult0.035333443
Profanity0.017914234
Threat0.007961469
Severe Toxicity0.003604889
Low Tox 0.14429577 Constructive 0.601 Comparative_Framing
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
omg these ads are being spread inside India as well bro that is the known fact
omg these ads are being spread inside India as well bro that is the known fact
Identity Attack0.08252834
Insult0.02567133
Profanity0.06796519
Threat0.010032792
Severe Toxicity0.0059127808
Low Tox 0.14256015 Low Con 0.275
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.