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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: "Indians (most of them) don’t …" 4,309 comments · Page 66 of 173
High Indian population leads to low quality of life - they want to feel like they're back home.
High Indian population leads to low quality of life - they want to feel like they're back home.
Identity Attack0.4830652
Insult0.28791866
Profanity0.09775851
Threat0.013010317
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.419 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Im in kingston ontario and quality of life is plummeting because of immigrants. Quiet streets are now loud, cars parked up and down every street because Indians live 8 guys in one house--- garbage left …
Im in kingston ontario and quality of life is plummeting because of immigrants. Quiet streets are now loud, cars parked up and down every street because Indians live 8 guys in one house--- garbage left out for weeks loud music and fireworks til 3am--- on weekdays. Cars been hit twice in past 5 years-- both Indians. Indians work everywhere--so, service quality everywhere you go has dropped severely---- community isn't a community anymore.
Identity Attack0.46050715
Insult0.344702
Profanity0.05393682
Threat0.009566744
Severe Toxicity0.021419114
Moderate 0.4014846 Constructive 0.656 Fear_Threat
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Why does it matter to you why they're there? Why don't you make a video about how the white man stole North America from the native Indians?
Why does it matter to you why they're there? Why don't you make a video about how the white man stole North America from the native Indians?
Identity Attack0.47178617
Insult0.24561718
Profanity0.13697
Threat0.028897164
Severe Toxicity0.02258113
Moderate 0.4014846 Low Con 0.237 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Against Indians Invasion
Against Indians Invasion
Identity Attack0.49032792
Insult0.16766082
Profanity0.15195307
Threat0.13279422
Severe Toxicity0.02430326
Moderate 0.4014846 Moderate Con 0.402 Fear_Threat
Aug 29, 2025 Why Canadians Are Turning Against …
3:38 you see this Pakistani has the guts-- Indians would never admit to just simple truths. NO wonder CN is dying the way it is--while immigration is okay, "one-country-based/focused/biased" leads to ugly results.
3:38 you see this Pakistani has the guts-- Indians would never admit to just simple truths. NO wonder CN is dying the way it is--while immigration is okay, "one-country-based/focused/biased" leads to ugly results.
Identity Attack0.42615733
Insult0.34548226
Profanity0.11230402
Threat0.032695748
Severe Toxicity0.022322904
Moderate 0.4014846 Moderate Con 0.483 Identity_Assertion
Oct 8, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years …
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years ago, when Canada was being formed what would the title be????Inside Canada's European Invasion...😆😆. Why just Canada? Over two-third of the world would be sending you curses as you didn't let a single place alone out of your eagle grade eyes and claws(but only if there was youtube back then). Now you are sulking and whining when others give you a taste of your medicine. Learn to deal with it!!! Europeans never brought a civilization of peace and tranquility to this country either, atleast Indians bring some colors,dynamism,entrepreneurship and hard work which aids its economy.
Identity Attack0.31015682
Insult0.40243408
Profanity0.26735115
Threat0.03856628
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.472 Moral_Argument
Feb 9, 2026 Inside Canada's Indian Invasion...
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm sure there are immigrants working in the government that are making sure these immigrants are let in. My 21 year old son can't get a job, why? Because he's not Indian, or Phillipino. Enough is enough!!!
Identity Attack0.48915586
Insult0.24928534
Profanity0.040158957
Threat0.008867673
Severe Toxicity0.021031776
Moderate 0.4014846 Constructive 0.643 Unverified_Claim
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
This video is only made to appease the whites and it is evident Whites claim Africans are slow when they themselves live in delulu that they’re natives of US and Canada😂, whites just like Indian …
This video is only made to appease the whites and it is evident Whites claim Africans are slow when they themselves live in delulu that they’re natives of US and Canada😂, whites just like Indian Africans or Chinese are immigrants the only difference is them being in majority population
Identity Attack0.50125694
Insult0.24928534
Profanity0.11725569
Threat0.010835429
Severe Toxicity0.022839356
Moderate 0.4014846 Low Con 0.22 Identity Attack Moral_Argument
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
When this video goes down you peoples question ceo of youtube (who is indian) but now video is again on YouTube now will you praise that ceo?? Question to you all white peoples
When this video goes down you peoples question ceo of youtube (who is indian) but now video is again on YouTube now will you praise that ceo?? Question to you all white peoples
Identity Attack0.46028158
Insult0.19500497
Profanity0.15812257
Threat0.029069828
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.246 Identity_Assertion
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
I don't think this video is showing us the situation and the reality. I feel that this video is wanting to find the specific things and hateful thoughts about Indians. And I'm not an Indian …
I don't think this video is showing us the situation and the reality. I feel that this video is wanting to find the specific things and hateful thoughts about Indians. And I'm not an Indian and I don't really like Indians.
Identity Attack0.4931391
Insult0.23704576
Profanity0.17334256
Threat0.015774792
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.679 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
Identity Attack0.43896464
Insult0.36798462
Profanity0.041912504
Threat0.0072235605
Severe Toxicity0.016900165
Moderate 0.4014846 Low Con 0.185 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
Please remove that dirty blue statue or any Indian statue , like do Indian people think they are blue ?
Please remove that dirty blue statue or any Indian statue , like do Indian people think they are blue ?
Identity Attack0.44690517
Insult0.3388922
Profanity0.16822512
Threat0.023889944
Severe Toxicity0.022839356
Moderate 0.4014846 Low Con 0.21 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians brag India is the greatest country. So go back😂😂😂
Indians brag India is the greatest country. So go back😂😂😂
Identity Attack0.43256098
Insult0.24928534
Profanity0.15938593
Threat0.022335978
Severe Toxicity0.02383376
Moderate 0.4014846 Low Con 0.173 Humor_Satire
Jan 19, 2026 2 likes 2.9 million Canadian temporary visas …
I love indian food as much as I love aids.
I love indian food as much as I love aids.
Identity Attack0.34649673
Insult0.14874944
Profanity0.2268346
Threat0.09009721
Severe Toxicity0.02439716
Moderate 0.4014846 Moderate Con 0.419 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The main problem were the Indian immigrants solution —————-> simple, take them out who were all student
The main problem were the Indian immigrants solution —————-> simple, take them out who were all student
Identity Attack0.4907465
Insult0.22303216
Profanity0.087430455
Threat0.056240413
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.185 Call_To_Action
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
And Indians have the highest average salary out of every ethnicity in your "greatest country on Earth"?, stop spreading hate and racism on the internet homie, you keep stooping lower with every upload, holy clout …
And Indians have the highest average salary out of every ethnicity in your "greatest country on Earth"?, stop spreading hate and racism on the internet homie, you keep stooping lower with every upload, holy clout chasing cornball.
Identity Attack0.37082586
Insult0.36798462
Profanity0.07223598
Threat0.0104988385
Severe Toxicity0.01935331
Moderate 0.4014846 Low Con 0.25 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
These are Punjabis who are closer to ethnic Pakistanis than Indians. Most of these punjabis aren't hindu, and don't like hindu. Don't associate them with Indians. They treat Indians horribly, and aren't hardworking, smart, or …
These are Punjabis who are closer to ethnic Pakistanis than Indians. Most of these punjabis aren't hindu, and don't like hindu. Don't associate them with Indians. They treat Indians horribly, and aren't hardworking, smart, or educated like Indian diasporic community. As an Indian Muslim, most Indians do not like these people. Hindus and Muslims don't behave like these Sikhs.
Identity Attack0.5135796
Insult0.35161978
Profanity0.17008601
Threat0.018710058
Severe Toxicity0.023317307
Moderate 0.4014846 Constructive 0.664 Identity Attack Identity_Assertion
Feb 14, 2026 1 likes Inside Canada's Indian Invasion...
In future Indian will attack Canadian for eating beef and force them to eat cow dung
In future Indian will attack Canadian for eating beef and force them to eat cow dung
Identity Attack0.45348886
Insult0.16861114
Profanity0.10240069
Threat0.34827536
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.16 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
Identity Attack0.46028158
Insult0.34626248
Profanity0.06796519
Threat0.0101363575
Severe Toxicity0.015415368
Moderate 0.4014846 Constructive 0.515 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
If you want a job in any of Amazon fulfillment in Edmonton, you need to pay $640 to an Indian supervisor. Indians brought their corruption with them.
If you want a job in any of Amazon fulfillment in Edmonton, you need to pay $640 to an Indian supervisor. Indians brought their corruption with them.
Identity Attack0.46028158
Insult0.35849577
Profanity0.054938845
Threat0.009100696
Severe Toxicity0.01302678
Moderate 0.4014846 Low Con 0.241 Unverified_Claim
Feb 24, 2026 'We do know that there's …
weve had tons of filipinos come into canada come in too but yet they face nowhere near the level of hate and racism indians get. i wonder why🤔
weve had tons of filipinos come into canada come in too but yet they face nowhere near the level of hate and racism indians get. i wonder why🤔
Identity Attack0.49032792
Insult0.2817503
Profanity0.031641733
Threat0.008841781
Severe Toxicity0.017803956
Moderate 0.4014846 Moderate Con 0.423 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians think that Punjab is different than the other Singhshitlanders 😂😂😂
Indians think that Punjab is different than the other Singhshitlanders 😂😂😂
Identity Attack0.45348886
Insult0.3388922
Profanity0.32658687
Threat0.012803185
Severe Toxicity0.048457388
Moderate 0.4014846 Low Con 0.223 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I love india and I love Indians. I spent a lot of time in India. They are amazing. But this is wrong and it is the fault of the canadians.
I love india and I love Indians. I spent a lot of time in India. They are amazing. But this is wrong and it is the fault of the canadians.
Identity Attack0.5135796
Insult0.24630153
Profanity0.073529124
Threat0.009722093
Severe Toxicity0.020644438
Moderate 0.4014846 Constructive 0.603 Identity Attack Moral_Argument
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Don't shove your uncivilised indian culture upon others your culture is nothing to nobody so respect the host country culture where you are living.
Don't shove your uncivilised indian culture upon others your culture is nothing to nobody so respect the host country culture where you are living.
Identity Attack0.46028158
Insult0.36798462
Profanity0.10797132
Threat0.01101667
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.426
Aug 25, 2025 Why Canadians Are Turning Against …
why cant indi.ans stay their own country? whites will be minority soon or already is, its not like indian girls or men are more attractive than any other ethnicity
why cant indi.ans stay their own country? whites will be minority soon or already is, its not like indian girls or men are more attractive than any other ethnicity
Identity Attack0.4911651
Insult0.24493282
Profanity0.1631077
Threat0.0347677
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.2
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)

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.