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: "They are not indian they …" 4,309 comments · Page 152 of 173
So glad you did this video. Dude lowkey they are everywhere in canada now. Its like if you are applying for a job and you see the place as indian people your chances of getting …
So glad you did this video. Dude lowkey they are everywhere in canada now. Its like if you are applying for a job and you see the place as indian people your chances of getting a job is almost no chance because they will only hire their own people. Kinda messed up, and definitely think something needs to be done.... Still winter, wouldnt mind seeing some more ice... if you know what i mean eh.
Identity Attack0.11047905
Insult0.04090862
Profanity0.02522431
Threat0.0074436385
Severe Toxicity0.0041770935
Low Tox 0.14950264 Constructive 0.648
Jan 27, 2026 Inside Canada's Indian Invasion...
brampton is not that bad I lived there along time and indians stay to themselves but they are awesome people with a strong community and they care.
brampton is not that bad I lived there along time and indians stay to themselves but they are awesome people with a strong community and they care.
Identity Attack0.1444726
Insult0.034782536
Profanity0.052934792
Threat0.008336896
Severe Toxicity0.0050354004
Low Tox 0.14950264 Constructive 0.702
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As a someone who has lived in Brampton for over 20yrs I can say this video was pretty accurate. It was weird seeing places I past daily. Something that people don’t talk about when we …
As a someone who has lived in Brampton for over 20yrs I can say this video was pretty accurate. It was weird seeing places I past daily. Something that people don’t talk about when we speak about immigration are the temporary work agencies. They prey on Indian immigrants just as much as some of the colleges do. It’s sad really.
Identity Attack0.120924085
Insult0.03588435
Profanity0.022423252
Threat0.0074954215
Severe Toxicity0.002937317
Low Tox 0.14950264 Constructive 0.743 Personal_Narrative
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Im proud of a few people who actually said, if you are moving to another country forget your culture and adapt to thiers, im proud of those guys as an indian
Im proud of a few people who actually said, if you are moving to another country forget your culture and adapt to thiers, im proud of those guys as an indian
Identity Attack0.11512129
Insult0.03136692
Profanity0.033144772
Threat0.010654188
Severe Toxicity0.005683899
Low Tox 0.147767 Constructive 0.543
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Whenever I go to the bank I get stuck waiting in line. It’s always packed with Indians taking forever. I’m not sure what they are doing. It’s probably something to do with free government money …
Whenever I go to the bank I get stuck waiting in line. It’s always packed with Indians taking forever. I’m not sure what they are doing. It’s probably something to do with free government money though.
Identity Attack0.1508922
Insult0.036325075
Profanity0.027547138
Threat0.008194493
Severe Toxicity0.004272461
Low Tox 0.147767 Moderate Con 0.423 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I have seen all across southern Ontario that when Indians set up businesses here, they only hire their own, why doesn't the government make sure jobs are equally distributed? It's not fair to the natives. …
I have seen all across southern Ontario that when Indians set up businesses here, they only hire their own, why doesn't the government make sure jobs are equally distributed? It's not fair to the natives. Facts not racism.
Identity Attack0.1508922
Insult0.02982438
Profanity0.013576009
Threat0.006602164
Severe Toxicity0.002670288
Low Tox 0.147767 Constructive 0.725 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided to do things to be canadian speak English, Go skiing and live like everyone else Not building my own japan town or whatever. Also the second issue is Mass migration because these people once they come they start promoting it back home so more people come so it pretty much a point of no return. Also using the canada for a stop over for usa is very weird reason but don't do that that just sets a bad example to your people
Identity Attack0.12556632
Insult0.037980765
Profanity0.03840541
Threat0.0077025536
Severe Toxicity0.004673004
Low Tox 0.147767 Constructive 0.717
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada’s indian population is their pipeline to come here and buy gas stations.
Canada’s indian population is their pipeline to come here and buy gas stations.
Identity Attack0.11860296
Insult0.034562174
Profanity0.014771583
Threat0.0082074385
Severe Toxicity0.004348755
Low Tox 0.147767 Low Con 0.126 Unverified_Claim
Feb 27, 2026 Inside Canada's Indian Invasion...
indian guy: "truck driver" (insert Kitchen Nightmares horror screech sound effect here) also bike guy is a real one. 👍
indian guy: "truck driver" (insert Kitchen Nightmares horror screech sound effect here) also bike guy is a real one. 👍
Identity Attack0.07177465
Insult0.05964688
Profanity0.021740068
Threat0.009929225
Severe Toxicity0.004463196
Low Tox 0.1460314 Moderate Con 0.382
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada originally belonged to Indians.
Canada originally belonged to Indians.
Identity Attack0.1444726
Insult0.0314771
Profanity0.025907494
Threat0.00704232
Severe Toxicity0.004043579
Low Tox 0.1460314 Moderate Con 0.309
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
i like being a multi culture country (canada) but different cultures have there strong points and weak points . mostly if there coming from another country..for example im by a college.. alot of indians. so …
i like being a multi culture country (canada) but different cultures have there strong points and weak points . mostly if there coming from another country..for example im by a college.. alot of indians. so there smart and keep to themselves..(good thing i guess) but if you try talking to your indian neighbour there anti social with you. (bad thing) im white in a small biker town.. were generally friendly with first impression but can be judgemental. so. take people for who they are.
Identity Attack0.16159154
Insult0.032028005
Profanity0.019485557
Threat0.006712203
Severe Toxicity0.002937317
Low Tox 0.1460314 Constructive 0.71 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
whats wrong with indians tho? all cultures are different
whats wrong with indians tho? all cultures are different
Identity Attack0.1232452
Insult0.028612386
Profanity0.041661996
Threat0.007197669
Severe Toxicity0.0045394897
Low Tox 0.1460314 Moderate Con 0.311 Moral_Argument
Feb 8, 2026 Inside Canada's Indian Invasion...
I’m native Canadian, I grew up in a neighborhood full of Indians and it was rare to be in the same class with another native in a class full of foreigners, I felt like a …
I’m native Canadian, I grew up in a neighborhood full of Indians and it was rare to be in the same class with another native in a class full of foreigners, I felt like a stranger in my own country
Identity Attack0.15517195
Insult0.034011267
Profanity0.021535112
Threat0.006809296
Severe Toxicity0.0037384033
Low Tox 0.1460314 Constructive 0.544 Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
It sad bro. I grew up in Brampton. All the kids had different backgrounds. No problems. But as I got older around end of highschool early uni it's just became all Indians and it just …
It sad bro. I grew up in Brampton. All the kids had different backgrounds. No problems. But as I got older around end of highschool early uni it's just became all Indians and it just never stopped
Identity Attack0.15303208
Insult0.030595649
Profanity0.04366605
Threat0.007637825
Severe Toxicity0.0050354004
Low Tox 0.1460314 Constructive 0.608 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I recalled I went to Rome, Italy in May this year. Two of the Chinese restaurants I ate there, to my surprise, the waiters were Indians.
I recalled I went to Rome, Italy in May this year. Two of the Chinese restaurants I ate there, to my surprise, the waiters were Indians.
Identity Attack0.17847598
Insult0.03312982
Profanity0.022423252
Threat0.007521313
Severe Toxicity0.0039863586
Low Tox 0.14429577 Constructive 0.518 Personal_Narrative
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and …
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and works then comes home. This year she can not find a job because all the Indians have taken the jobs. I love diversity, but this is getting out of hand. I grew up in Brampton and In 1989 my parents moved us north because they could see how Brampton was turning into what it is today. Great video
Identity Attack0.12556632
Insult0.033570543
Profanity0.02836696
Threat0.010084574
Severe Toxicity0.007019043
Low Tox 0.14429577 Constructive 0.802 Personal_Narrative
Feb 3, 2026 6 likes Inside Canada's Indian Invasion...
Thank you for this report on Brampton. For context, I am a 4th generation Canadian, my ancestors immigrated here a few years prior to confederation in 1867. I have worked in the tool and die …
Thank you for this report on Brampton. For context, I am a 4th generation Canadian, my ancestors immigrated here a few years prior to confederation in 1867. I have worked in the tool and die industry for decades and many of my associates work for or manage tool and die businesses in Brampton. Everyone in Brampton knows what is changing there. When I try to explain to my friends that what is happening in Brampton is not balanced, they do not understand, they think I am a racist. I told them that my Indian friends in Brampton feel the same way I do. They look at me like a deer in the headlights. Nothing has turned me against a politician so vehemently as Justin Trudeau's management of immigration. The man had no idea how to effectively manage immigration in a way which would integrate people into a culture and society such as Canada. That certainly is not creating a microcosm of one nation in a city.
Identity Attack0.07012023
Insult0.06512285
Profanity0.022013342
Threat0.0089712385
Severe Toxicity0.003566742
Low Tox 0.14429577 Constructive 0.874
Sep 26, 2025 59 likes Inside Canada's Indian Metropolis (Brampton)
8:38 Did they move out from India to Canada because of their demand of Khalistan . Simply answer is —- A big NO . They were taken there by British in world war as a …
8:38 Did they move out from India to Canada because of their demand of Khalistan . Simply answer is —- A big NO . They were taken there by British in world war as a worker and some sort of soldier , but they were not the only indian, but some others not from Punjab also went there . Yeah, punjabi sikh are more in number , they have organised groups and institutions there . Some are anti India and some are not , but normal Indians go there seeking more opportunities and income .
Identity Attack0.14233272
Insult0.035333443
Profanity0.017914234
Threat0.007961469
Severe Toxicity0.003604889
Low Tox 0.14429577 Constructive 0.601 Comparative_Framing
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
Student Visa for Indians is kind of PR.... Canadian government should revamp immigration policy and visa guidelines
Student Visa for Indians is kind of PR.... Canadian government should revamp immigration policy and visa guidelines
Identity Attack0.14233272
Insult0.031256735
Profanity0.0157622
Threat0.006912862
Severe Toxicity0.0033187866
Low Tox 0.14256015 Low Con 0.197 Policy_Critique
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
70% of TTC new hires, year after year are Indian.
70% of TTC new hires, year after year are Indian.
Identity Attack0.17226285
Insult0.033019636
Profanity0.019280603
Threat0.0071199946
Severe Toxicity0.004196167
Low Tox 0.14256015 Low Con 0.166 Unverified_Claim
Feb 25, 2026 Inside Canada's Indian Invasion...
It’s not their fault for trying to get ahead in life all Immigrants that came to canada especially Ontario migrated to certain pockets in Toronto so it’s no different for the Indian population to migrate …
It’s not their fault for trying to get ahead in life all Immigrants that came to canada especially Ontario migrated to certain pockets in Toronto so it’s no different for the Indian population to migrate to brampton good for them
Identity Attack0.12735364
Insult0.03511308
Profanity0.01764096
Threat0.006835188
Severe Toxicity0.0031852722
Low Tox 0.14256015 Constructive 0.52
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Filipino studying in Canada, it’s kind of frustrating that a certain group of international students if you know, you know is ruining the immigration system, and the blame ends up on those of …
As a Filipino studying in Canada, it’s kind of frustrating that a certain group of international students if you know, you know is ruining the immigration system, and the blame ends up on those of us who came here legally. Some Filipinos who chose to study here have already gone back to the Philippines because life here is difficult and we see no future anymore in Canada. Others have moved to the United States to work as nurses or to Singapore instead, because we realize that the money we invested in paperwork and tuition fees is no longer worth it. Meanwhile, we see many Indian students at school who only attend classes when there’s an exam or quiz.
Identity Attack0.10221587
Insult0.058475737
Profanity0.017982552
Threat0.007534259
Severe Toxicity0.0030708313
Low Tox 0.14256015 Constructive 0.605 Personal_Narrative
Sep 30, 2025 290 likes IRCC Names India in Study …
Respect to the indian man who came as an RN and understood the problems with not working hard. He may have a rose-tinted view on Canada being no different than India, which is aproblem in …
Respect to the indian man who came as an RN and understood the problems with not working hard. He may have a rose-tinted view on Canada being no different than India, which is aproblem in itself, but the mindset is inherently what we want from our newcomers, and not just importing everyone from a hyper-specific area of another country in i.e. India. This is why selective immigration that has been done for years before Trudeau did wonders for this country. Very insightful. The race doesn't matter, the diversity we value is actually lost when you only import anything and don't vet anyone at all, it then becomes simply and factually non-diverse.
Identity Attack0.10221587
Insult0.057890166
Profanity0.016411226
Threat0.007068211
Severe Toxicity0.0031852722
Low Tox 0.14256015 Constructive 0.852 Policy_Critique
Jan 1, 2026 Inside Canada's Indian Metropolis (Brampton)
The Indians work atleast. !!! And they are fun humorous dudes.
The Indians work atleast. !!! And they are fun humorous dudes.
Identity Attack0.104676254
Insult0.033680726
Profanity0.040158957
Threat0.008712323
Severe Toxicity0.005264282
Low Tox 0.14082454 Moderate Con 0.372 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Though I disagree with the immigration, the old guy in the Sikh temple is actually right about what he's preaching. Not to mention the Sikhs are known to be what Indians should be like. These …
Though I disagree with the immigration, the old guy in the Sikh temple is actually right about what he's preaching. Not to mention the Sikhs are known to be what Indians should be like. These people feed the homeless out of their own expense, actually help their communities and improve the quality of life because they are progressive with their views regardless what your race is. If only every Indians are like the SIkhs.
Identity Attack0.17536941
Insult0.030816011
Profanity0.019553876
Threat0.008065036
Severe Toxicity0.00459671
Low Tox 0.14082454 Constructive 0.805
Nov 17, 2025 5 likes 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.