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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: "In India, there is no …" 2,270 comments · Page 65 of 91
Indians couldn't make India, the Akhand Bharat so they decided to conquer Canada instead and make it Akhand Bharat. I flew out of Pearson Airport in 1997 and every other person was Indian and now …
Indians couldn't make India, the Akhand Bharat so they decided to conquer Canada instead and make it Akhand Bharat. I flew out of Pearson Airport in 1997 and every other person was Indian and now almost the entire population of the Toronto seems to be Indian.
Identity Attack0.27682206
Insult0.04032305
Profanity0.016479544
Threat0.007327127
Severe Toxicity0.004711151
Low Tox 0.18649188 Constructive 0.533 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada taken over by South Asian Culture --- e.g- no.1 by India
Canada taken over by South Asian Culture --- e.g- no.1 by India
Identity Attack0.23391083
Insult0.05144889
Profanity0.015454767
Threat0.00823333
Severe Toxicity0.0051116943
Low Tox 0.18649188 Low Con 0.224 Fear_Threat
Aug 25, 2025 80 likes Why Canadians Are Turning Against …
India could send 2,000,000 peoppe to EVERY country on earth and still hage 1 Billion indians in india. That includes countries like the Vatican, Luxembourg and Micronesia, countries with essentially no population.
India could send 2,000,000 peoppe to EVERY country on earth and still hage 1 Billion indians in india. That includes countries like the Vatican, Luxembourg and Micronesia, countries with essentially no population.
Identity Attack0.18235919
Insult0.034782536
Profanity0.020851927
Threat0.023371955
Severe Toxicity0.0065612793
Low Tox 0.18649188 Low Con 0.277 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
In 19th century british rule india, but in future indians rule canada, australia definately And local people just barking on them , there is slogan like when elephant moves dog will always bark. But elephant …
In 19th century british rule india, but in future indians rule canada, australia definately And local people just barking on them , there is slogan like when elephant moves dog will always bark. But elephant have to ignore them and move towards his goal
Identity Attack0.10221587
Insult0.0808917
Profanity0.019348921
Threat0.009618527
Severe Toxicity0.004425049
Low Tox 0.18649188 Moderate Con 0.309 Comparative_Framing
Feb 28, 2026 Inside Canada's Indian Invasion...
Just a note on the Khalistanis in Canada. After the Khalistani insurgency in India in the 80s, many Khalistani terrorists moved to Canada after they assassinated the Indian Prime Minister Indira Gandhi. The Canadian government …
Just a note on the Khalistanis in Canada. After the Khalistani insurgency in India in the 80s, many Khalistani terrorists moved to Canada after they assassinated the Indian Prime Minister Indira Gandhi. The Canadian government has been keeping the movement alive in order to mobilize their community for votes. This has caused many diplomatic fallouts with India lately since terrorists from Canada have been causing a resurgence in the movement in India and no one in India wants to deal with this. So essentially, you can't put the Indians and Khalistanis in the same bucket for this video.
Identity Attack0.13591312
Insult0.076819435
Profanity0.017026093
Threat0.046541955
Severe Toxicity0.0061798096
Low Tox 0.18554166 Constructive 0.717 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
As an Indian, I agree with the respondents of this video. Too many Indians are leaving India to live in western countries, and causing a massive shift in the demographics of that nation. This is …
As an Indian, I agree with the respondents of this video. Too many Indians are leaving India to live in western countries, and causing a massive shift in the demographics of that nation. This is definately cause of concern for the residents there. Immigration should be stopped.
Identity Attack0.24801466
Insult0.033239998
Profanity0.019007329
Threat0.009592636
Severe Toxicity0.0049972534
Low Tox 0.18554166 Constructive 0.733
Sep 20, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
We need to warn the world there’s like 1.4 billion Indians just in India , not counting paki , Sri Lanka, Bangladesh Then the millions in the uk … We need real biodiversity on this …
We need to warn the world there’s like 1.4 billion Indians just in India , not counting paki , Sri Lanka, Bangladesh Then the millions in the uk … We need real biodiversity on this planet. If India can’t support its own population does other sovereign nations have to be replaced by Indians ???
Identity Attack0.22631748
Insult0.035553806
Profanity0.017982552
Threat0.011094344
Severe Toxicity0.0059509277
Low Tox 0.18554166 Moderate Con 0.407 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
12:50 everyone is the same… there is no difference between people… then why is there discrimination in India.. caste, kind, race, color and ethnicity?
12:50 everyone is the same… there is no difference between people… then why is there discrimination in India.. caste, kind, race, color and ethnicity?
Identity Attack0.11047905
Insult0.026702631
Profanity0.028913507
Threat0.008090926
Severe Toxicity0.0049972534
Low Tox 0.18459146 Moderate Con 0.318
Sep 19, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
You like Africans , you gonna love India .
You like Africans , you gonna love India .
Identity Attack0.16993292
Insult0.03768798
Profanity0.04892669
Threat0.009463178
Severe Toxicity0.008392334
Low Tox 0.18459146 Low Con 0.238
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
New Zealand also has mass immigration from India. It needs to stop.
New Zealand also has mass immigration from India. It needs to stop.
Identity Attack0.21470967
Insult0.033019636
Profanity0.017367685
Threat0.008013252
Severe Toxicity0.0050354004
Low Tox 0.18364124 Low Con 0.266 Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Invasion...
"You can take a man out of the village, but you cannot get the village out of a man". Immigration, in particular of India, as alluded in this video, is not a/the problem per se. …
"You can take a man out of the village, but you cannot get the village out of a man". Immigration, in particular of India, as alluded in this video, is not a/the problem per se. After all, more than 50% of Canada is immigrants, if you don't want to consider French and English colonizers immigrants, too. The real problem is when Indian immigrants, and truly any immigrants, DO NOT WANT TO ASSIMILATE and/or do not any effort in doing it.
Identity Attack0.23618884
Insult0.038566336
Profanity0.013302735
Threat0.007340072
Severe Toxicity0.004196167
Low Tox 0.18269104 Constructive 0.662 Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The Canadian government is part of the British empire. Same with India and Pakistan. The British are flooding Canada with immigrants from India and Punjabi to invade America. The British are trying to take back …
The Canadian government is part of the British empire. Same with India and Pakistan. The British are flooding Canada with immigrants from India and Punjabi to invade America. The British are trying to take back America. Look up all the British colonies and controlled land. All the countries at war and all the illegal immigrants come from British colonies.
Identity Attack0.18705739
Insult0.056719027
Profanity0.013371054
Threat0.008582866
Severe Toxicity0.0038909912
Low Tox 0.18269104 Moderate Con 0.36
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Government literally allowing India to take over. Unbelievable
Government literally allowing India to take over. Unbelievable
Identity Attack0.15303208
Insult0.061976057
Profanity0.027273865
Threat0.0104988385
Severe Toxicity0.005340576
Low Tox 0.18269104 Low Con 0.18 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
THEY ARE GOING TO USE EVERYTHING IN POWER, MINISTER OR MAYOR OR MLA'S THEY WILL FIGHT, THEY WONT JUST JUST LEAVE, THEY WILL STAY, INTERNATIONAL STUDENTS, EAST INDIA ACROSS CANADIAN MAP, THEY WILL NOT EASILY …
THEY ARE GOING TO USE EVERYTHING IN POWER, MINISTER OR MAYOR OR MLA'S THEY WILL FIGHT, THEY WONT JUST JUST LEAVE, THEY WILL STAY, INTERNATIONAL STUDENTS, EAST INDIA ACROSS CANADIAN MAP, THEY WILL NOT EASILY GO OR SIMPLY GO RETURN TO.INDIA, I DONT THINK.SO
Identity Attack0.12440576
Insult0.04910661
Profanity0.017572641
Threat0.011120236
Severe Toxicity0.00579834
Low Tox 0.18174082 Moderate Con 0.408
Oct 17, 2025 IRCC Names India in Study …
Y'all as an Indian I am extremely sorry for the lack of civic sense we export throughout the world. But, I can't ignore the blatant racism in the comments. Every country has it's spectrum of …
Y'all as an Indian I am extremely sorry for the lack of civic sense we export throughout the world. But, I can't ignore the blatant racism in the comments. Every country has it's spectrum of people. India unfortunately has the problematic one's more than the unproblematic one's. I would implore you guys to visit upstate Gurugram, Hyderabad, Bengaluru and the north east. Maybe that will change your view on India and Indians
Identity Attack0.15731181
Insult0.06921569
Profanity0.037904397
Threat0.00933372
Severe Toxicity0.005531311
Low Tox 0.18174082 Constructive 0.757 Personal_Narrative
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Imagine if British never colonized India. Maybe then Indians would have stayed in India
Imagine if British never colonized India. Maybe then Indians would have stayed in India
Identity Attack0.21075934
Insult0.031917825
Profanity0.036401358
Threat0.011922873
Severe Toxicity0.0064468384
Low Tox 0.1798404 Low Con 0.19 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Turning other countries into India everywhere they go.
Turning other countries into India everywhere they go.
Identity Attack0.18903255
Insult0.045007613
Profanity0.020783609
Threat0.010265815
Severe Toxicity0.007133484
Low Tox 0.1798404 Low Con 0.126
Oct 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon) When i was a kid, i was …
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon) When i was a kid, i was annoyed that there were so many chinese where i lived (Richmond, iykyk) but they never really did anything to wrong me. As i grew up i realized they just mind their own business and stay out the way, and generally let their children be pretty liberal (other than the studying). Now, I absolutely LOVE the chinese compared to all the damn indians. There isn't a trend of chinese buying business' then only hiring other chinese. (idk how indians get away with only hiring indians). The indian kids are rude AF usually, tons of wannabe gangsters, TONS of indian gang crime. . And the worst? the ones that live in brampton and surrey treat it like india. THEY treat YOU like a foreigner. I hate em. I just dont understand why immigrants cant just atleast learn the language and customs
Identity Attack0.17925262
Insult0.06634661
Profanity0.08775374
Threat0.0091524795
Severe Toxicity0.0077438354
Low Tox 0.17891699 Constructive 0.676 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It seems like Canadians are living in India, rather than Indians living in Canada
It seems like Canadians are living in India, rather than Indians living in Canada
Identity Attack0.22631748
Insult0.042665333
Profanity0.01941724
Threat0.0062914654
Severe Toxicity0.0044059753
Low Tox 0.17891699 Low Con 0.23 Identity_Assertion
Jan 11, 2026 122 likes Inside Canada's Indian Metropolis (Brampton)
What were Western empires doing in India? Nobody invited you.
What were Western empires doing in India? Nobody invited you.
Identity Attack0.099072486
Insult0.061451588
Profanity0.018597418
Threat0.009074804
Severe Toxicity0.004081726
Low Tox 0.17891699 Low Con 0.197 Moral_Argument
Feb 18, 2026 3 likes Inside Canada's Indian Invasion...
my best friends wife is from india, and even she says the amount of indian immigrants is to much.
my best friends wife is from india, and even she says the amount of indian immigrants is to much.
Identity Attack0.2308735
Insult0.034011267
Profanity0.039407436
Threat0.008893564
Severe Toxicity0.004863739
Low Tox 0.17891699 Constructive 0.533 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Why do they laugh at Canada and yet don’t want to live in India?
Why do they laugh at Canada and yet don’t want to live in India?
Identity Attack0.18546575
Insult0.045593183
Profanity0.017231047
Threat0.006757513
Severe Toxicity0.0041770935
Low Tox 0.17805049 Low Con 0.266 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
But Indians from India are not Muslims
But Indians from India are not Muslims
Identity Attack0.2783691
Insult0.054376744
Profanity0.045419596
Threat0.008686432
Severe Toxicity0.0073623657
Low Tox 0.17805049 Low Con 0.25
Dec 13, 2025 1 likes Why Canadians Are Turning Against …
You should have stopped it now india n will take over. You cant stop it. More are coming
You should have stopped it now india n will take over. You cant stop it. More are coming
Identity Attack0.11047905
Insult0.03489272
Profanity0.035649836
Threat0.04880493
Severe Toxicity0.008392334
Low Tox 0.17718399 Low Con 0.186 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
That's how we feel in India seeing churches in each and every streets 😢
That's how we feel in India seeing churches in each and every streets 😢
Identity Attack0.17925262
Insult0.04969218
Profanity0.01764096
Threat0.009747985
Severe Toxicity0.0059890747
Low Tox 0.17631748 Moderate Con 0.494 Comparative_Framing
Feb 25, 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.