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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: "They are not indian they …" 4,309 comments · Page 49 of 173
the hypocricy of cannadians...just go to the public records and search for . income generated to the country from INDIANS & CANIDAINS . the ratio is 63% - 37%... imagine if all INDIANS quit staying …
the hypocricy of cannadians...just go to the public records and search for . income generated to the country from INDIANS & CANIDAINS . the ratio is 63% - 37%... imagine if all INDIANS quit staying there and fly back to other countries. you guys will crumble with inflation
Identity Attack0.44690517
Insult0.48313886
Profanity0.040910475
Threat0.008893564
Severe Toxicity0.016577384
Moderate 0.4645176 Moderate Con 0.404 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
There’s a significant distinction between immigration and uncontrolled migration without assimilation. The difference is evident in the assimilated Indians (now Canadians) and the ignorant newcomers attempting to transform the country that welcomed them into India.
There’s a significant distinction between immigration and uncontrolled migration without assimilation. The difference is evident in the assimilated Indians (now Canadians) and the ignorant newcomers attempting to transform the country that welcomed them into India.
Identity Attack0.44690517
Insult0.48627716
Profanity0.040910475
Threat0.006809296
Severe Toxicity0.013801457
Moderate 0.4645176 Moderate Con 0.456 Policy_Critique
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are way better then Muslims if you had to pick
Indians are way better then Muslims if you had to pick
Identity Attack0.55044734
Insult0.2659317
Profanity0.16822512
Threat0.012130005
Severe Toxicity0.02420936
Moderate 0.4645176 Low Con 0.254 Identity Attack
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The liberals have destroyed Canada by importing millions of Indians.
The liberals have destroyed Canada by importing millions of Indians.
Identity Attack0.55044734
Insult0.3126888
Profanity0.06646215
Threat0.04132889
Severe Toxicity0.023076924
Moderate 0.4645176 Low Con 0.155 Identity Attack Policy_Critique
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to …
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to be homeless because i couldnt find a job. I know for a fact im not the only one, all my friends are in the same situation. They only hire their own, we pay the highest tax in all of north America. If you want my opinion, i HATE them all equally just as much as i HATE canada. As a Canadian, i beg America to annex Canada. We need ice here too, and our government is run my the CCP. Im 25 and im this close from disappearing myself….
Identity Attack0.46028158
Insult0.43296707
Profanity0.25458565
Threat0.019055385
Severe Toxicity0.023880709
Moderate 0.4645176 Constructive 0.687 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
It's hypocritical to not want indians migrating if you or your family are migrants LOL, i.e. if you're not a native american.
It's hypocritical to not want indians migrating if you or your family are migrants LOL, i.e. if you're not a native american.
Identity Attack0.46614665
Insult0.4339631
Profanity0.1413768
Threat0.008155655
Severe Toxicity0.01896597
Moderate 0.46186632 Moderate Con 0.4 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Fraud number one is Indian student and people, shamed on it and where is Modi and Putin ?
Fraud number one is Indian student and people, shamed on it and where is Modi and Putin ?
Identity Attack0.4508763
Insult0.4986907
Profanity0.15985115
Threat0.031314444
Severe Toxicity0.024631912
Moderate 0.46186632 Low Con 0.23
Sep 30, 2025 IRCC Names India in Study …
The Highest Immigrants to Canada are Khalistani Anti-Indian Punjabis (the Punjabis in India are not Khalistani). Khalistan will be established in Canada before its ever established in India, thats so sad. Anyways yall can have …
The Highest Immigrants to Canada are Khalistani Anti-Indian Punjabis (the Punjabis in India are not Khalistani). Khalistan will be established in Canada before its ever established in India, thats so sad. Anyways yall can have them, India is happy the traitors of our country are leaving.
Identity Attack0.48915586
Insult0.46923602
Profanity0.059447967
Threat0.01086132
Severe Toxicity0.023076924
Moderate 0.46186632 Moderate Con 0.344 Unverified_Claim
Jan 31, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
That's how the natives felt when the whites invaded Canada. Do you see the hypocrisy & bigotry? The really scary part, racism and bigotry is going main stream and no one is bothered by it. …
That's how the natives felt when the whites invaded Canada. Do you see the hypocrisy & bigotry? The really scary part, racism and bigotry is going main stream and no one is bothered by it. That how things started in the 1930s and those of you aware of the history know what happened next. It started with the Jews, but totally about 550 million people dies as a result of such evil actions. So, you are starting with the Indians, then the Muslims and Africans, but you'll be the next...
Identity Attack0.5135796
Insult0.40243408
Profanity0.05393682
Threat0.025616571
Severe Toxicity0.023076924
Moderate 0.46186632 Constructive 0.518 Identity Attack Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
imagine 50% Indians inside a air conditioning fast food, will definitely choke you
imagine 50% Indians inside a air conditioning fast food, will definitely choke you
Identity Attack0.48915586
Insult0.26957804
Profanity0.26583168
Threat0.44942492
Severe Toxicity0.13336399
Moderate 0.46186632 Low Con 0.166 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
The indian invasion must stop. Whites need to take canada back.
The indian invasion must stop. Whites need to take canada back.
Identity Attack0.55044734
Insult0.24928534
Profanity0.10023434
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.46186632 Low Con 0.145 Identity Attack Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
At least they talk to non Indians unlike the Hasidic Jews
At least they talk to non Indians unlike the Hasidic Jews
Identity Attack0.55044734
Insult0.3682569
Profanity0.22562476
Threat0.011922873
Severe Toxicity0.02514347
Moderate 0.45921504 Low Con 0.271 Identity Attack Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Invasion...
Whats not fair is that they came here for a better life and now our quality of life has suffered. Every person will tell you how things have changed negatively because of the Indians, Punjabi's …
Whats not fair is that they came here for a better life and now our quality of life has suffered. Every person will tell you how things have changed negatively because of the Indians, Punjabi's and Pakistanis. None of them aligns with Canadian values. I feel its very rude and nerve-racking of them to come here and then try to change our culture to look like what they just came from. They are a dirty people. They have no rules when it comes to cleanliness in their food factories. They literally use their filthy feet to help in the preparation of food that is shipped to Western countries. Its a common agreement that we dont want them here. Even natural-born Indians dont want them here. They know how disgusting their hygiene practises are. I went to an indian resteraunt with a friend of mine and i could see into the kitchen and the guy who was cooking was barefooted and as he came to deliver the food he slid into a pair of slippers. I asked him if he was cooking in bare feet and he lied saying OHHH no maam and then he lifted his foot. I looked at my friend and said this is grose and im going to McDonalds. And everyone in Mcdonalds was Indian too. FUCC that. Canada doesnt even look Canadian anymore. We honestly look Asian and its the Liberals who are doing it. Get rid of White Canadians. Bring in Dumb down indians and they will never lose another election
Identity Attack0.48990932
Insult0.48313886
Profanity0.18049006
Threat0.01254427
Severe Toxicity0.023552058
Moderate 0.45921504 Constructive 0.639
Jan 27, 2026 Inside Canada's Indian Invasion...
The chubby guy is rigjt...better Indian. Punjabi than muslim or African.
The chubby guy is rigjt...better Indian. Punjabi than muslim or African.
Identity Attack0.55044734
Insult0.38852
Profanity0.19893537
Threat0.013702838
Severe Toxicity0.02453801
Moderate 0.45921504 Low Con 0.263 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The people who hate Indians the most are other Indians
The people who hate Indians the most are other Indians
Identity Attack0.5135796
Insult0.25998658
Profanity0.17613389
Threat0.012906751
Severe Toxicity0.023076924
Moderate 0.45921504 Low Con 0.271 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
All Indians and only Indians no matter where you go. Mass immigration without diversity is a total disaster to this country. It is not immigration but Indianization!
All Indians and only Indians no matter where you go. Mass immigration without diversity is a total disaster to this country. It is not immigration but Indianization!
Identity Attack0.53446084
Insult0.3388922
Profanity0.1184936
Threat0.018710058
Severe Toxicity0.02449106
Moderate 0.45921504 Low Con 0.295 Identity Attack Identity_Assertion
Jun 30, 2025 1 likes How Canada broke its immigration …
We had a group of classmates from UVIC which in particular INDIANS (not being racist at all) that only shows up on first day of semester and on the last day... SMH Canada is sure …
We had a group of classmates from UVIC which in particular INDIANS (not being racist at all) that only shows up on first day of semester and on the last day... SMH Canada is sure fvcked up by this group of individuals that are just here to work illegally.
Identity Attack0.41975367
Insult0.41767508
Profanity0.40929472
Threat0.010291707
Severe Toxicity0.024350211
Moderate 0.45761138 Constructive 0.54
Oct 2, 2025 1 likes IRCC Names India in Study …
I had 2 Indian dormmates when I was studying in Australia. They were the most rude and hypocritical blokes I've met. I guess all the things people said about indians are true.
I had 2 Indian dormmates when I was studying in Australia. They were the most rude and hypocritical blokes I've met. I guess all the things people said about indians are true.
Identity Attack0.46614665
Insult0.47630358
Profanity0.20916378
Threat0.011405042
Severe Toxicity0.023076924
Moderate 0.45761138 Constructive 0.596 Personal_Narrative
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...
PLEASE deport all of those 1 billion Indian "international students " RIGHT NOW! I can see them everywhere, I'm afraid to find one of them when I open my fridge !🤬🤬
PLEASE deport all of those 1 billion Indian "international students " RIGHT NOW! I can see them everywhere, I'm afraid to find one of them when I open my fridge !🤬🤬
Identity Attack0.5075293
Insult0.33154017
Profanity0.15724123
Threat0.2330281
Severe Toxicity0.05025077
Moderate 0.45761138 Moderate Con 0.416 Identity Attack
Sep 29, 2025 IRCC Names India in Study …
I’m a Canadian ok and I’m in this neighborhood that is recorded. These people are not good they rent ur basement and abuse it Rats live in basements now And not only that they are …
I’m a Canadian ok and I’m in this neighborhood that is recorded. These people are not good they rent ur basement and abuse it Rats live in basements now And not only that they are racist they sell bad things they sell out everything like mangos just to resell it but there really bad and rude only some Indians are respectful majority of them NO They attempt to crash ur car just to make thousands of money.
Identity Attack0.43896464
Insult0.48399165
Profanity0.17566866
Threat0.03787563
Severe Toxicity0.023364257
Moderate 0.45761138 Constructive 0.523 Personal_Narrative
Feb 9, 2026 Inside Canada's Indian Invasion...
Muslims are better than Indians more welcoming and don't have a Zionists mentality.
Muslims are better than Indians more welcoming and don't have a Zionists mentality.
Identity Attack0.55044734
Insult0.3388922
Profanity0.16078159
Threat0.012026439
Severe Toxicity0.02378681
Moderate 0.45757914 Moderate Con 0.325 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I don't think Indians can live in freezing country.
I don't think Indians can live in freezing country.
Identity Attack0.55044734
Insult0.30326313
Profanity0.15938593
Threat0.025271246
Severe Toxicity0.0394905
Moderate 0.45757914 Moderate Con 0.39 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The governments of Canada made a catastrophic mistake that opened the door of immigration for Indians and they came like flies, ،،،،،I think Canada will become dependent on the Indians and the Canadians will be …
The governments of Canada made a catastrophic mistake that opened the door of immigration for Indians and they came like flies, ،،،،،I think Canada will become dependent on the Indians and the Canadians will be expelled because the population will become the Indians are in control and therefore Canada will not become for the Canadians,,,,, Canada will become a dirty people, they do not like cleanliness, they take a bath once a week, they worship cows and idols.
Identity Attack0.4907465
Insult0.46327567
Profanity0.06796519
Threat0.010964886
Severe Toxicity0.023076924
Moderate 0.45757914 Moderate Con 0.361 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Why is racism normal when it comes to Indian people Indian people are not dirty people just because a very small amount o them eat a small amount of poo because of religious regions and …
Why is racism normal when it comes to Indian people Indian people are not dirty people just because a very small amount o them eat a small amount of poo because of religious regions and Canada won't become Indian just because there are Indiana people in Canada I bet native people dint want Canada to become like england oh that's racist but its not when it's said about Indian people right And they moved away from Indian because Indian at lest in the video I see you don't live you survive so why would they not move to a better country so they can live and there kids can live
Identity Attack0.48915586
Insult0.42743355
Profanity0.2317999
Threat0.025443908
Severe Toxicity0.044870634
Moderate 0.45757914 Constructive 0.597 Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
When white people were brutally converting indians into christian and built huge numbers of churches in india then no one said a single word but when a single statue of Hindu god was built there …
When white people were brutally converting indians into christian and built huge numbers of churches in india then no one said a single word but when a single statue of Hindu god was built there then why is this outrage. Even hypocrisy has a limit.
Identity Attack0.48915586
Insult0.42881694
Profanity0.08904689
Threat0.019746035
Severe Toxicity0.020127986
Moderate 0.45757914 Moderate Con 0.349 Comparative_Framing
Feb 14, 2026 110 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.