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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

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Active: "They are not indian they …" 4,309 comments · Page 112 of 173
Claiming that indians are invading canada is like claiming the french invaded canada.
Claiming that indians are invading canada is like claiming the french invaded canada.
Identity Attack0.36702603
Insult0.082619295
Profanity0.029186781
Threat0.010084574
Severe Toxicity0.00869751
Low Tox 0.2854971 Low Con 0.16 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
sir this is disinformation sir...all those in video are pakistani sir...indian great people sir
sir this is disinformation sir...all those in video are pakistani sir...indian great people sir
Identity Attack0.32476485
Insult0.24928534
Profanity0.13785136
Threat0.040638234
Severe Toxicity0.023076924
Low Tox 0.2854971 Moderate Con 0.344 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Why hate on the Indians only I guess they are not the only immigrants in Canada there is a whole lotta other immigrants who is taking over
Why hate on the Indians only I guess they are not the only immigrants in Canada there is a whole lotta other immigrants who is taking over
Identity Attack0.34000012
Insult0.07903719
Profanity0.03189224
Threat0.008841781
Severe Toxicity0.008125305
Low Tox 0.2854971 Moderate Con 0.407 Fear_Threat
Feb 10, 2026 2 likes Inside Canada's Indian Invasion...
That mid-role for “free cash” is shadier than every Indian you interviewed.
That mid-role for “free cash” is shadier than every Indian you interviewed.
Identity Attack0.29188538
Insult0.16883044
Profanity0.032142747
Threat0.007819066
Severe Toxicity0.006752014
Low Tox 0.2854971 Low Con 0.11 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
30 bodyguards vs. Indian trafficking ring😂
30 bodyguards vs. Indian trafficking ring😂
Identity Attack0.2869935
Insult0.11978693
Profanity0.097129054
Threat0.04029291
Severe Toxicity0.021548226
Low Tox 0.2854937 Low Con 0.149 Humor_Satire
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
I will point out that compared to the Jews or Somalis from previous videos, at least some of the Indians in the video are willing to criticize their own community's lack of assimilation.
I will point out that compared to the Jews or Somalis from previous videos, at least some of the Indians in the video are willing to criticize their own community's lack of assimilation.
Identity Attack0.37152436
Insult0.08508729
Profanity0.09292633
Threat0.011482717
Severe Toxicity0.01159668
Low Tox 0.2854937 Constructive 0.577
Jan 27, 2026 Inside Canada's Indian Invasion...
This is an interesting issue. I have lived in both Brampton and Surrey, and there is some real issues with immigration. But the homeless you showed made me think about the other side of the …
This is an interesting issue. I have lived in both Brampton and Surrey, and there is some real issues with immigration. But the homeless you showed made me think about the other side of the coin, these Indian immigrants would probably do a better job feeding our own homeless if they were aware they were welcome. Things like garbage and stuff, indians have less civil duty because their own cultural issues. But they have a sense of duty of family and community. So we need to hold our goverment responsible for not handling emmigration properly, but also if have compassion and bring these people into our communities as well, then you will feel a new sense of duty from them. Its a tough issue on both sides that our goverments are forcing us the people to deal with
Identity Attack0.2949366
Insult0.22303216
Profanity0.07999486
Threat0.007870848
Severe Toxicity0.0090789795
Low Tox 0.2854937 Constructive 0.853 Moral_Argument
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Im seeing the same thing here in California, as time went on I noticed more and more Indians everywhere, I’ve started telling people they’re taking over 😭
Im seeing the same thing here in California, as time went on I noticed more and more Indians everywhere, I’ve started telling people they’re taking over 😭
Identity Attack0.36702603
Insult0.0817555
Profanity0.08225787
Threat0.018192071
Severe Toxicity0.01502803
Low Tox 0.2854937 Moderate Con 0.478 Fear_Threat
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
Indians ❌ North Indians ✅
Indians ❌ North Indians ✅
Identity Attack0.34649673
Insult0.0817555
Profanity0.078378424
Threat0.015947454
Severe Toxicity0.022064678
Low Tox 0.2854903 Low Con 0.286 Identity_Assertion
Oct 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Lmao, he tried hard to figure out anything negative about Indians but couldn't find one😅
Lmao, he tried hard to figure out anything negative about Indians but couldn't find one😅
Identity Attack0.2854555
Insult0.07301756
Profanity0.12991914
Threat0.009566744
Severe Toxicity0.012207031
Low Tox 0.2854903 Low Con 0.219
Nov 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I lived in Brampton for 25 years, so I would like to weigh in. We definitely have an extremely large indian population here. There are a lot of upsides and downsides to that. Some of …
I lived in Brampton for 25 years, so I would like to weigh in. We definitely have an extremely large indian population here. There are a lot of upsides and downsides to that. Some of my best friends are Indian immigrants, some of the people I hate the most are also indian immigrants. With any large group of people, you will always have examples of exceptionally nice people, but also horrible people. Something I noticed a lot recently is that newer immigrants are a lot less interested in learning about Canadian culture, norms, and integration. A lot of my longtime indian friends learnt the Canadian culture, Canadian norms, and wish to work with Canadians. They celebrate christmas, are respectful and polite, and are otherwise outstanding Canadian Citizens. A lot of the newer problems in Brampton can make it unattractive for others. Lots of loud music blaring, street racing waking you up at 4am in the morning, fireworks at 3am for no apparent reason, etc.
Identity Attack0.36702603
Insult0.1669316
Profanity0.15812257
Threat0.01254427
Severe Toxicity0.014705247
Low Tox 0.2854903 Constructive 0.842
Nov 5, 2025 223 likes Inside Canada's Indian Metropolis (Brampton)
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 …
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 million or more infiltration that too with no valid Visa or passport. Just imagine what Canada should be numbered in Democracy list before Syria , Pakistan probably . That is what it should be placed ! India has multiple churches which also involved in mass conversion illigally but still India has maintained Democracy. What about Indian people question you same. Why church is here for !? We don't denied Democratic right and constitutional rights. Same like Indian has rightfully constructed Temple . Its thier Democratic right . Besides Canada always support terrorist and Khalisthani separatists elements. (What if India harbour same set of people who will support free Ontario form canada. Will you accept it !?) This is the question that is been asked by journalist to your foreign secretary.He was silent
Identity Attack0.293411
Insult0.16883044
Profanity0.021603432
Threat0.010731863
Severe Toxicity0.010528564
Low Tox 0.2854903 Constructive 0.616 Policy_Critique
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
I’d prefer Indians over a lot of other immigrants honestly. They actually contribute and most of them try to assimilate
I’d prefer Indians over a lot of other immigrants honestly. They actually contribute and most of them try to assimilate
Identity Attack0.36873037
Insult0.0811385
Profanity0.059948977
Threat0.0086087575
Severe Toxicity0.01159668
Low Tox 0.2854903 Moderate Con 0.451 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Man, there are some gorgeous Indian chicks out there. Regarding the Doug Ford portion of the video, the guy who broke into an apartment in Lindsay was white.
Man, there are some gorgeous Indian chicks out there. Regarding the Doug Ford portion of the video, the guy who broke into an apartment in Lindsay was white.
Identity Attack0.33675182
Insult0.07016616
Profanity0.08064143
Threat0.018019408
Severe Toxicity0.011444092
Low Tox 0.2854903 Constructive 0.573 Meta_Commentary
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
200-300 years ago: Britishers entered Canadian Land Which was inhabited by Native Indeginous Tribes and civilizations Britishers destroyed and genocided Native civilizations, culture and their language Populated USA and Canada with their own white people …
200-300 years ago: Britishers entered Canadian Land Which was inhabited by Native Indeginous Tribes and civilizations Britishers destroyed and genocided Native civilizations, culture and their language Populated USA and Canada with their own white people Converted American and Canadian lands into English lands Both nations were established as immigrant countries Whites took over natives 40-50years ago: Indians entered Canadian and American white Land. Which was inhabited by White british and jewish people. Now are Populating USA and Canada with their own south asian people Converted American and Canadian white lands into South Asian Indian lands Both nations were established as immigrant countries Brown took over whites Whites: Day without hypocrisy is day wasted😂😂
Identity Attack0.36733335
Insult0.123407245
Profanity0.0715894
Threat0.04524883
Severe Toxicity0.014317908
Low Tox 0.2854869 Moderate Con 0.307
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem is not Indian, its Punjabi culture- too close knit.
The problem is not Indian, its Punjabi culture- too close knit.
Identity Attack0.36702603
Insult0.13607834
Profanity0.055940874
Threat0.0104988385
Severe Toxicity0.01322045
Low Tox 0.2854869 Moderate Con 0.422
Dec 13, 2025 Inside Canada's Indian Metropolis (Brampton)
The easiest and fairest solution is to ban Indian nationals from applying for a student visa . This issue is not just exclusive to Canada but to other places in the world like the UK, …
The easiest and fairest solution is to ban Indian nationals from applying for a student visa . This issue is not just exclusive to Canada but to other places in the world like the UK, Australia, Germany and the US. There are far too many Indians applying for courses that they have no intention of ever attending.
Identity Attack0.38223284
Insult0.07333439
Profanity0.019143965
Threat0.010654188
Severe Toxicity0.009269714
Low Tox 0.2854869 Moderate Con 0.492 Call_To_Action
Sep 29, 2025 1 likes IRCC Names India in Study …
Why Canada government allowing everyone to the country? They are allowing people without background check , some indians those are bad or criminal history can easily entre the canada , that no good .
Why Canada government allowing everyone to the country? They are allowing people without background check , some indians those are bad or criminal history can easily entre the canada , that no good .
Identity Attack0.32768643
Insult0.15343215
Profanity0.019143965
Threat0.008013252
Severe Toxicity0.007972717
Low Tox 0.2854869 Low Con 0.297
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Walmart in Windsor is full of such Indian "students". In every other aisle you would find a few of them standing and having a fun talks, not seemingly doing what they were supposed to be …
Walmart in Windsor is full of such Indian "students". In every other aisle you would find a few of them standing and having a fun talks, not seemingly doing what they were supposed to be doing. It is a whole chaos in the store whenever you go there. You can't complaint about them because the manager they report to, happens to be Indian too in most cases. Most of the times these managers try to coverup for the mistakes of their subordinates. Doesn't look like any of them came here with the intent to study. The Walmart with the courteous and efficient associates I used to go to 10 or 15 years ago is no more there ....
Identity Attack0.31892163
Insult0.1669316
Profanity0.04867618
Threat0.0089712385
Severe Toxicity0.009002686
Low Tox 0.2854869 Constructive 0.64
Sep 28, 2025 2 likes IRCC Names India in Study …
If I was there and seen them blocking roads or gathering like this, I would throw my jingle dress on and pray to god and jesus and then take my drum and start singing my …
If I was there and seen them blocking roads or gathering like this, I would throw my jingle dress on and pray to god and jesus and then take my drum and start singing my first nations music 🎶 super loudly and get all my brother's and sister's to join. Enough is enough. I lost my job to corporate restructuring and running out of ei now, and I am beyond pissed off! All the years worked and contributing to my ei insurance, should equal how many months of ei i should actually be eligible for, but nope, its only for a certain amount of weeks according to their unemployment rate, which is severely flawed, because how can their unemployment rate remain unchanged for so many years, when you hear of thousands losing their jobs. We are being lied to and deceived, and I am sick and tired of it and me and some of my family members have even contemplated changing our names to an indian name, just to get a job!!! That's when you know it's a serious problem! Immigrants need to go back to their own country! Our families are suffering, especially our youth and children! And I am so worried for my daughter's and granddaughter's. Their belief system isn't kind to us females.
Identity Attack0.02821777
Insult0.16846494
Profanity0.24910301
Threat0.013631714
Severe Toxicity0.014511578
Low Tox 0.2854869 Constructive 0.705 Personal_Narrative
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Diversity is our strength is the mantra lie that led to this. Indians did nothing wrong. Just took advantage of a very weak and polite country that has no idea what it means to be …
Diversity is our strength is the mantra lie that led to this. Indians did nothing wrong. Just took advantage of a very weak and polite country that has no idea what it means to be "Canadian".
Identity Attack0.28034934
Insult0.17858955
Profanity0.020920247
Threat0.0068416605
Severe Toxicity0.005760193
Low Tox 0.2854835 Moderate Con 0.378 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada belongs to Indians
Canada belongs to Indians
Identity Attack0.316
Insult0.082619295
Profanity0.07255927
Threat0.008505191
Severe Toxicity0.0128976675
Low Tox 0.2854835 Moderate Con 0.312 Identity_Assertion
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
There are more Muslim in canada than Indians.
There are more Muslim in canada than Indians.
Identity Attack0.38176915
Insult0.076502606
Profanity0.02932342
Threat0.0070552654
Severe Toxicity0.0074386597
Low Tox 0.2854835 Low Con 0.235 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Why aren’t Indians making their own country prosperous.
Why aren’t Indians making their own country prosperous.
Identity Attack0.35624164
Insult0.071116626
Profanity0.044417568
Threat0.008815889
Severe Toxicity0.010528564
Low Tox 0.2854835 Low Con 0.204 Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
This will instill hatred towards Indians in Canadians and ruin what could've been a great relationship for many generations. Good job, Liberals.
This will instill hatred towards Indians in Canadians and ruin what could've been a great relationship for many generations. Good job, Liberals.
Identity Attack0.316
Insult0.082372494
Profanity0.025634222
Threat0.012906751
Severe Toxicity0.0075531006
Low Tox 0.2854835 Moderate Con 0.364
Sep 28, 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.