Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "As an Indian, is the …" 4,309 comments · Page 143 of 173
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...
These Indian came to Canada not by force but by Canadian government approval so what’s wrong for Indian being in Canada now ?
These Indian came to Canada not by force but by Canadian government approval so what’s wrong for Indian being in Canada now ?
Identity Attack0.23770751
Insult0.047349896
Profanity0.016103793
Threat0.006738094
Severe Toxicity0.0041007996
Low Tox 0.18554166 Low Con 0.287
Jan 27, 2026 Inside Canada's Indian Invasion...
There all INDIANS!
There all INDIANS!
Identity Attack0.20088354
Insult0.046178754
Profanity0.05268429
Threat0.009929225
Severe Toxicity0.009346008
Low Tox 0.18459146 Low Con 0.262 Identity_Assertion
Jan 19, 2026 2.9 million Canadian temporary visas …
Other people are jealous on Indians. Because, they are hard worker, quick learners, and family oriented.
Other people are jealous on Indians. Because, they are hard worker, quick learners, and family oriented.
Identity Attack0.22063516
Insult0.06023245
Profanity0.029460056
Threat0.006977591
Severe Toxicity0.0049209595
Low Tox 0.18459146 Moderate Con 0.426 Solidarity
Sep 19, 2025 22 likes Inside Canada's Indian Metropolis (Brampton)
I was in niagara ontario last weekend and back in October. Its all indian, i mean 7 out of 10 people were indian, store and resturant owners, employees, tourists, residents all indians, very very few …
I was in niagara ontario last weekend and back in October. Its all indian, i mean 7 out of 10 people were indian, store and resturant owners, employees, tourists, residents all indians, very very few whites or english being spoken. I even tried to get pizza from a place called pizza depot, it was indian run and owned. The pizza was good but it seemed as though every which way i turned i couldnt support anything actually canadian.
Identity Attack0.23998553
Insult0.037980765
Profanity0.019212283
Threat0.0069646453
Severe Toxicity0.004749298
Low Tox 0.18459146 Constructive 0.652 Identity_Assertion
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Systematic takeover of a nation just like the British and the French did to the native indigenous Indians. In 25 yrs this place will be like South Africa.
Systematic takeover of a nation just like the British and the French did to the native indigenous Indians. In 25 yrs this place will be like South Africa.
Identity Attack0.1808059
Insult0.036809623
Profanity0.019758832
Threat0.011793415
Severe Toxicity0.0064468384
Low Tox 0.18459146 Low Con 0.275
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I'd rather have Indians than ni&&ers.
I'd rather have Indians than ni&&ers.
Identity Attack0.1714862
Insult0.046764325
Profanity0.060951006
Threat0.008582866
Severe Toxicity0.0065994263
Low Tox 0.18364124 Moderate Con 0.344 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
America has Mexicans and Canada has Indians
America has Mexicans and Canada has Indians
Identity Attack0.22458547
Insult0.05027775
Profanity0.046922635
Threat0.007586042
Severe Toxicity0.0061035156
Low Tox 0.18364124 Low Con 0.201 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
😂Indian should be in f1 vs hamilton and vestapen and be in lmp😅
😂Indian should be in f1 vs hamilton and vestapen and be in lmp😅
Identity Attack0.15731181
Insult0.047935467
Profanity0.057944927
Threat0.012181788
Severe Toxicity0.009994507
Low Tox 0.18364124 Low Con 0.139 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
When I visited Vancouver British Columbia I noticed a lot of Indian people and it was interesting. I saw more Indian and Asians than Canadians haha
When I visited Vancouver British Columbia I noticed a lot of Indian people and it was interesting. I saw more Indian and Asians than Canadians haha
Identity Attack0.23467018
Insult0.036435258
Profanity0.033645786
Threat0.0071847234
Severe Toxicity0.004673004
Low Tox 0.18364124 Constructive 0.543 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Most Indians know this, and they need a reminder no matter how much they contribute to a foreign land or sacrifice the last drop of blood in a foreign country, they will never be accepted …
Most Indians know this, and they need a reminder no matter how much they contribute to a foreign land or sacrifice the last drop of blood in a foreign country, they will never be accepted for you don't tolerate your family members in your house if you feel you are being squeezed facing competition even if they pay you, its natural. If not today definitely tomorrow you have to return... so, make sure you don't do anything which shuts the door to return.
Identity Attack0.1769227
Insult0.054962315
Profanity0.025087673
Threat0.021472665
Severe Toxicity0.0064849854
Low Tox 0.18364124 Constructive 0.634 Identity_Assertion
Feb 28, 2026 1 likes 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)
Hey Tyler do me a favour please and dont hold conversations in the middle of the lanes weather it be on the road or in the store (very indian of you).
Hey Tyler do me a favour please and dont hold conversations in the middle of the lanes weather it be on the road or in the store (very indian of you).
Identity Attack0.099072486
Insult0.0670459
Profanity0.027547138
Threat0.008634649
Severe Toxicity0.004043579
Low Tox 0.18269104 Moderate Con 0.456 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
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...
always an indian
always an indian
Identity Attack0.19100772
Insult0.05144889
Profanity0.03489832
Threat0.007754337
Severe Toxicity0.0077819824
Low Tox 0.18174082 Moderate Con 0.352 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
You’re not a Indian ones you become a Canadian citizen. These are Sikh Punjabi-Canadians. Nationality changes ones you lose forfeit your citizenship… ethnicity or religion doesn’t change. Stop putting us all in one box!
You’re not a Indian ones you become a Canadian citizen. These are Sikh Punjabi-Canadians. Nationality changes ones you lose forfeit your citizenship… ethnicity or religion doesn’t change. Stop putting us all in one box!
Identity Attack0.1769227
Insult0.05086332
Profanity0.0128245065
Threat0.006861079
Severe Toxicity0.003452301
Low Tox 0.18174082 Constructive 0.506
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Administration people are Indian too they are trying to cover up.
Administration people are Indian too they are trying to cover up.
Identity Attack0.18705739
Insult0.06372428
Profanity0.032894265
Threat0.008466354
Severe Toxicity0.0050354004
Low Tox 0.18174082 Low Con 0.106
Sep 28, 2025 195 likes IRCC Names India in Study …
Everyone is a Immigrant. This is Indian Land, aboriginal. Let's not forget that. 😊
Everyone is a Immigrant. This is Indian Land, aboriginal. Let's not forget that. 😊
Identity Attack0.18235919
Insult0.036104713
Profanity0.023379711
Threat0.006874025
Severe Toxicity0.005645752
Low Tox 0.18174082 Constructive 0.628
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indians are the one who earn the most in America and Canada (more than double of the natives)... idk why they don't invest it on their own country
Indians are the one who earn the most in America and Canada (more than double of the natives)... idk why they don't invest it on their own country
Identity Attack0.22458547
Insult0.03710241
Profanity0.019007329
Threat0.0064144502
Severe Toxicity0.004234314
Low Tox 0.18079062 Moderate Con 0.404 Economic_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
As a First Nation member to treaty 7, it so bad on some reserves that East Indians are trespassing on the reservation and try to give anyone a ride/kidnapped to who knows where. They mainly …
As a First Nation member to treaty 7, it so bad on some reserves that East Indians are trespassing on the reservation and try to give anyone a ride/kidnapped to who knows where. They mainly target indigenous women and children. I know that a member from the community shot at one that was trespassing on reserve land we have weird Municipal laws so the guy who shot didn’t get charged
Identity Attack0.10221587
Insult0.047935467
Profanity0.023652986
Threat0.13279422
Severe Toxicity0.007972717
Low Tox 0.18079062 Constructive 0.656 Unverified_Claim
Jan 27, 2026 13 likes Inside Canada's Indian Invasion...
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, and neither Ottawa nor Washington knew how to deal with this, other than to mass-import lots of foreigners in order to dilute the Anglo-French divide that was quickly turning toxic. Washington was not going to allow a new country to form on its northern frontier, potentially creating a new geopolitical fault line which could be exploited by the Soviet bloc. Therefore all the stops would be pulled out to rearrange the demographics of the suddenly fragile Canada. 3) This immigration game is just a human trafficking operation. Canada itself has been reduced to a human trafficking operation, originally to counter Quebec separatism, and then later the politicians just plain got addicted to importing new voters, rather than solving the problems of existing voters through good governance. 4) We're all up the creek without a paddle. Neither do I have any solutions to the current mess, nor do the people who made this video have any solutions. It's now like the weather - we can complain about it, but can't change it. Maybe Trump can solve it by breaking up Canada and turning pieces of it into new American states. I know - it's blasphemy - but... 5) *_I too am of Indian heritage,_* and have been a Canadian for over half a century.
Identity Attack0.105836816
Insult0.075868964
Profanity0.024062896
Threat0.009644418
Severe Toxicity0.004119873
Low Tox 0.18079062 Constructive 0.573 Unverified_Claim
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Whenever I go to the drive through of dairy Queen here in Windsor, I have to repeat my order a few times before the Indian "student" taking the order would understand what I am ordering.
Whenever I go to the drive through of dairy Queen here in Windsor, I have to repeat my order a few times before the Indian "student" taking the order would understand what I am ordering.
Identity Attack0.18002926
Insult0.061801232
Profanity0.02303812
Threat0.008556974
Severe Toxicity0.004310608
Low Tox 0.18079062 Constructive 0.553
Sep 28, 2025 IRCC Names India in Study …
guess why Indian HRs only hire Indians
guess why Indian HRs only hire Indians
Identity Attack0.20878418
Insult0.05964688
Profanity0.038655918
Threat0.009411395
Severe Toxicity0.006752014
Low Tox 0.18079062 Low Con 0.18
Oct 1, 2025 IRCC Names India in Study …
I don't think most Canadians have a problem with Indians. I think we have a problem with our government who is not able to enforce a policy that puts the country first. Immigration built Canada …
I don't think most Canadians have a problem with Indians. I think we have a problem with our government who is not able to enforce a policy that puts the country first. Immigration built Canada and good immigration creates jobs and opportunities. What we're seeing is the government exploiting everyone who built his country. A lot of Indians work here for cheap labour because the government and other regulatory bodies turn a blind eye if it means they can gain the trust and votes of the people they are essentially lying to. It's a shame to see because no one In this situation on either side is really happy.
Identity Attack0.18391247
Insult0.06494803
Profanity0.022354934
Threat0.008103873
Severe Toxicity0.0047683716
Low Tox 0.18079062 Constructive 0.741
Oct 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indians are the only people who pay taxes from day one....without depending on assistance.
Indians are the only people who pay taxes from day one....without depending on assistance.
Identity Attack0.23239216
Insult0.039737478
Profanity0.017845914
Threat0.006686311
Severe Toxicity0.0040245056
Low Tox 0.18079062 Moderate Con 0.358
Dec 16, 2018 How much do refugees and …

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.