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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: "As an Indian, is the …" 4,309 comments · Page 140 of 173
Seeing these videos as a Canadian is always very weird. "Guys, I went to Brampton and everyone was Indian!" guys, I went to the Apple store and all they had was Apple products
Seeing these videos as a Canadian is always very weird. "Guys, I went to Brampton and everyone was Indian!" guys, I went to the Apple store and all they had was Apple products
Identity Attack0.22261032
Insult0.05027775
Profanity0.034146797
Threat0.006576272
Severe Toxicity0.005455017
Low Tox 0.19694418 Moderate Con 0.43
Oct 30, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Wonder what the other indians that been here long think about these new immigrants
Wonder what the other indians that been here long think about these new immigrants
Identity Attack0.24150419
Insult0.04969218
Profanity0.029596692
Threat0.008129764
Severe Toxicity0.0061035156
Low Tox 0.19694418 Moderate Con 0.377 Question
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
But nothing will happen to Indians .
But nothing will happen to Indians .
Identity Attack0.32629147
Insult0.0077426094
Profanity0.0011447393
Threat0.0023587234
Severe Toxicity0.000022382525
Low Tox 0.19623347
Apr 14, 2025
Don’t know about Canada, but in US, Indians are the richest ethnic groups. Canada does attract lesser skilled Indians. However, pretty sure Indians contribute more than their share of taxes. You guys can keep on …
Don’t know about Canada, but in US, Indians are the richest ethnic groups. Canada does attract lesser skilled Indians. However, pretty sure Indians contribute more than their share of taxes. You guys can keep on hating but all the western countries need Indians as that’s where the population is. And people work hard. They are invited. >99% Indians immigrate legally. They’re abiding by rules laid by these countries. Up to these countries to decide the rules.
Identity Attack0.25309357
Insult0.054962315
Profanity0.017094411
Threat0.006925808
Severe Toxicity0.0044441223
Low Tox 0.19599396 Constructive 0.615
Oct 3, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
every tims is only indian
every tims is only indian
Identity Attack0.20088354
Insult0.05262003
Profanity0.05017922
Threat0.00899713
Severe Toxicity0.00793457
Low Tox 0.19599396 Low Con 0.274 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Come to Quebec or montreal, you will find same thing, not Indian, but mid east.😢
Come to Quebec or montreal, you will find same thing, not Indian, but mid east.😢
Identity Attack0.23163283
Insult0.056133457
Profanity0.017299367
Threat0.0071070488
Severe Toxicity0.0049591064
Low Tox 0.19599396 Moderate Con 0.303 Comparative_Framing
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Stop Racism against Indians.all Indians are not same just like All Americans
Stop Racism against Indians.all Indians are not same just like All Americans
Identity Attack0.18391247
Insult0.053205602
Profanity0.05017922
Threat0.011767523
Severe Toxicity0.0073242188
Low Tox 0.19599396 Moderate Con 0.351 Moral_Argument
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
I am indian But if these Punjabi people love Punjab then why do they go to Canada illegally?😅
I am indian But if these Punjabi people love Punjab then why do they go to Canada illegally?😅
Identity Attack0.23770751
Insult0.046764325
Profanity0.027547138
Threat0.0074306927
Severe Toxicity0.0051116943
Low Tox 0.19504376 Moderate Con 0.383 Question
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of …
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of all these, an estimated 1.5 million people are either overstaying or have entered illegally. 3. Pakistanis and Bangladeshis are also involved in illegal activities (I’m not defending Indians—they are also involved, I’ll come to that). If you ask them, many will claim to be Indians. You can see the same trend in the UK as well. The reason I’m mentioning them is because they have a similar appearance to Indians. 4. Almost half of the Indians in Canada are living there illegally. Why do I say this? Because here in India I personally know many people from Punjab and Haryana who go there. In both states, you can easily find many agents who reassure people that they can send them to Canada or the USA without much difficulty. You can also see the trend among Punjabis—many aspire to drive trucks and cars in Canada. In India, people often see Punjabis as if their only purpose in life is to go to Canada. I love Punjabi people, but I don’t like this mindset. 5. So, the people you see doing disgusting things are most likely illegal immigrants. Why? Because genuine people go there to educate themselves and contribute something meaningful to the culture—not to behave like those individuals. 6. I really hope Canada can recover from this. I have a friend who went there in 2015, and he once told me to visit the country. Canadians are truly amazing, and the natural beauty (except the winter!) is so nice. Please, Canadian government, take some steps for the well-being of your people.❤
Identity Attack0.2308735
Insult0.05964688
Profanity0.035399333
Threat0.01238892
Severe Toxicity0.007095337
Low Tox 0.19504376 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
As an Indian bro this is getting really bad my parents have been here since 2009 is this valid?
As an Indian bro this is getting really bad my parents have been here since 2009 is this valid?
Identity Attack0.16993292
Insult0.03588435
Profanity0.06145202
Threat0.010265815
Severe Toxicity0.005722046
Low Tox 0.19504376 Constructive 0.525 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
There is Two Indian Metropolis. Brampton in the east and Surrey in the West. 2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of …
There is Two Indian Metropolis. Brampton in the east and Surrey in the West. 2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of the population is white. They project that nearly 70% of Surreys population would be Indian by 2030. But by golly keep them away from a Big rig because they cannot drive them and give all Truckers a bad name.
Identity Attack0.1769227
Insult0.061451588
Profanity0.023174755
Threat0.012596053
Severe Toxicity0.005760193
Low Tox 0.19504376 Constructive 0.593 Unverified_Claim
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian i feel really ashamed of the kind of precedence we are setting in Canada.
As an Indian i feel really ashamed of the kind of precedence we are setting in Canada.
Identity Attack0.16373143
Insult0.06564732
Profanity0.023721304
Threat0.0071847234
Severe Toxicity0.0036239624
Low Tox 0.19504376 Moderate Con 0.463 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
0:01 PEAK INDIAN REPRESENTATION 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
0:01 PEAK INDIAN REPRESENTATION 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
Identity Attack0.11047905
Insult0.047349896
Profanity0.0715894
Threat0.013321015
Severe Toxicity0.015931819
Low Tox 0.19504376 Low Con 0.144 Humor_Satire
Feb 27, 2026 Inside Canada's Indian Invasion...
I have never voted conservative before, and I agree with Michelle. Vassy is embarrassing herself. Bogus asylum claims. The evidence? Ummm, the amount of rejected claims? Indian students claiming asylum after their student visas expire …
I have never voted conservative before, and I agree with Michelle. Vassy is embarrassing herself. Bogus asylum claims. The evidence? Ummm, the amount of rejected claims? Indian students claiming asylum after their student visas expire and they can’t get PR any more which their “consultants” promised them.
Identity Attack0.10221587
Insult0.083359696
Profanity0.023243073
Threat0.0074306927
Severe Toxicity0.003452301
Low Tox 0.19409354 Constructive 0.572 Policy_Critique
Feb 25, 2026 'We do know that there's …
host is east indian and an immigration and a biased lawyer reporting....you do the math and let me know how objective reporting this is inherently
host is east indian and an immigration and a biased lawyer reporting....you do the math and let me know how objective reporting this is inherently
Identity Attack0.120924085
Insult0.07333439
Profanity0.01490822
Threat0.006589218
Severe Toxicity0.0032234192
Low Tox 0.19409354 Low Con 0.237 Meta_Commentary
Jan 22, 2026 1 likes Why Canada’s immigration system has …
The answer is family and community. The family unit and sense of community in North America is broken and, for most, there is no sense of duty. However the Indian community does tend to shun …
The answer is family and community. The family unit and sense of community in North America is broken and, for most, there is no sense of duty. However the Indian community does tend to shun outsiders. A single white divorcee will never be part of the family. I respect their culture and beliefs but sectarianism definitely exists.
Identity Attack0.23467018
Insult0.047349896
Profanity0.026863953
Threat0.008000307
Severe Toxicity0.0045394897
Low Tox 0.19409354 Constructive 0.72
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
1 in 5 people in Ontario is an indian now...
1 in 5 people in Ontario is an indian now...
Identity Attack0.23467018
Insult0.046764325
Profanity0.020510335
Threat0.006763986
Severe Toxicity0.004634857
Low Tox 0.19314334 Low Con 0.288 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I feel Indians and asians are the best immigrant to import none of them are on welfare or gets free stuff also they are hard workers and commit low crimes
I feel Indians and asians are the best immigrant to import none of them are on welfare or gets free stuff also they are hard workers and commit low crimes
Identity Attack0.22707681
Insult0.03827355
Profanity0.026590679
Threat0.008414571
Severe Toxicity0.007209778
Low Tox 0.19314334 Constructive 0.544 Economic_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Even the UK Prime Minister is Indian
Even the UK Prime Minister is Indian
Identity Attack0.19890837
Insult0.061276767
Profanity0.042413518
Threat0.007793174
Severe Toxicity0.005722046
Low Tox 0.19314334 Low Con 0.235 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least …
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least 4 times a week I nearly get into car accidents on the highway because people don’t know how to drive. I have to assume people just will switch lanes randomly or merge in really really fast or go extremely slow on the highways. I have seen people reverse backwards on the on ramp because they took the wrong turn
Identity Attack0.14019285
Insult0.08030447
Profanity0.020100424
Threat0.008103873
Severe Toxicity0.0046539307
Low Tox 0.19314334 Constructive 0.564 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
???? Title wrong or something this is about east asian immigrants in Canada not about Canada Indians under the 1876 Indian Act. ??? Why are immigrants being mislabeled as a indian on a different continent
???? Title wrong or something this is about east asian immigrants in Canada not about Canada Indians under the 1876 Indian Act. ??? Why are immigrants being mislabeled as a indian on a different continent
Identity Attack0.23239216
Insult0.04207976
Profanity0.015932998
Threat0.0063950317
Severe Toxicity0.0038337708
Low Tox 0.19314334 Moderate Con 0.313 Question
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
How are canadian businesses forced to hire "minorities" but these indian companies get away with employing 50 people, with every single one being indian, and only 5 speaking english?
How are canadian businesses forced to hire "minorities" but these indian companies get away with employing 50 people, with every single one being indian, and only 5 speaking english?
Identity Attack0.24801466
Insult0.046764325
Profanity0.015283971
Threat0.0071199946
Severe Toxicity0.004005432
Low Tox 0.19219314 Moderate Con 0.322 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Even the law abiding Indians think it's too much.🤣
Even the law abiding Indians think it's too much.🤣
Identity Attack0.20483385
Insult0.05964688
Profanity0.049177196
Threat0.007935578
Severe Toxicity0.005645752
Low Tox 0.19219314 Low Con 0.226 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
So now u will criticize India for canada giving shelter to khalstan which India itself warned canadian government about? How is this India's fault? Khalstan is separtist group & they don't even consider themselves Indian.
So now u will criticize India for canada giving shelter to khalstan which India itself warned canadian government about? How is this India's fault? Khalstan is separtist group & they don't even consider themselves Indian.
Identity Attack0.22631748
Insult0.06267534
Profanity0.01490822
Threat0.0077025536
Severe Toxicity0.0037002563
Low Tox 0.19219314 Moderate Con 0.329 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I am indian but why are people allowed to work on study visa. India does not allow that. You are here to study so do that. Moreover which study gives you time to work. They …
I am indian but why are people allowed to work on study visa. India does not allow that. You are here to study so do that. Moreover which study gives you time to work. They made the whole system look like circus.
Identity Attack0.14233272
Insult0.06858205
Profanity0.04667213
Threat0.0077284453
Severe Toxicity0.003967285
Low Tox 0.19219314 Constructive 0.552 Policy_Critique
Oct 1, 2025 1 likes IRCC Names India in Study …

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.