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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: "They are not Indians but …" 4,309 comments · Page 92 of 173
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all …
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all big white countries they just wanna turn people against because there’s a growth in their people
Identity Attack0.3817989
Insult0.083359696
Profanity0.12220735
Threat0.019573374
Severe Toxicity0.019095084
Moderate 0.3389984 Moderate Con 0.358 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Wow, what hatred towards Indians!! I only see it spiraling into something very unpleasant in the near future. We can't blame the locals either!
Wow, what hatred towards Indians!! I only see it spiraling into something very unpleasant in the near future. We can't blame the locals either!
Identity Attack0.3817989
Insult0.15769513
Profanity0.07514556
Threat0.011249693
Severe Toxicity0.01322045
Moderate 0.3389984 Constructive 0.53 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
There should be a term for this type of reporting "Indophobia" or specifically should we call "Hinduphobia" .....take your camera towards the mosque of a Pakistani neighborhood and you will suddenly realize Indians are much …
There should be a term for this type of reporting "Indophobia" or specifically should we call "Hinduphobia" .....take your camera towards the mosque of a Pakistani neighborhood and you will suddenly realize Indians are much better for a citizen.
Identity Attack0.41052565
Insult0.16795322
Profanity0.05168226
Threat0.012803185
Severe Toxicity0.015609037
Moderate 0.3389984 Moderate Con 0.412 Policy_Critique
Nov 2, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Let me guess... wat, reses canadian people are upset with this? If you are Indian, remind them they don't own the land, they stole it! And they have the nerve to get upset when people …
Let me guess... wat, reses canadian people are upset with this? If you are Indian, remind them they don't own the land, they stole it! And they have the nerve to get upset when people from other countries want to move to their stolen land.
Identity Attack0.37655997
Insult0.24928534
Profanity0.024267852
Threat0.008556974
Severe Toxicity0.0104522705
Moderate 0.3389984 Moderate Con 0.346 Moral_Argument
Oct 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's …
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's not anyone's land. There are no native inhabitants there. Understand?😮😮😮😮😮😮😮
Identity Attack0.38215697
Insult0.12521741
Profanity0.035148825
Threat0.007068211
Severe Toxicity0.011672974
Moderate 0.3389984 Moderate Con 0.378 Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
my indian status card means only native people indians, change the title to immigrant lol
my indian status card means only native people indians, change the title to immigrant lol
Identity Attack0.3817989
Insult0.14331897
Profanity0.10301965
Threat0.010654188
Severe Toxicity0.018320406
Moderate 0.3389984 Low Con 0.277
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
6:33 the typical mindset of indians today and yesterday. The immigrant who migrated 50 years back they also had the same mindset. STOP COMPLAINING
6:33 the typical mindset of indians today and yesterday. The immigrant who migrated 50 years back they also had the same mindset. STOP COMPLAINING
Identity Attack0.37730414
Insult0.17610447
Profanity0.03464781
Threat0.007417747
Severe Toxicity0.0127685545
Moderate 0.3389984 Moderate Con 0.341 Identity_Assertion
Sep 26, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
I was unemployed for a short period of time at Maple Lodge Farm and another packing company and all workers were Indians and they were rude people. These companies should be raided by the police …
I was unemployed for a short period of time at Maple Lodge Farm and another packing company and all workers were Indians and they were rude people. These companies should be raided by the police and they will catch a lot of students hiding there. The immigration should open a site where citizens or legal residents can report these people. That would make it eadier for Canada to track the illegals. But the important thing is stop the incoming students and the refugees.
Identity Attack0.3819294
Insult0.24928534
Profanity0.028503597
Threat0.025443908
Severe Toxicity0.01483436
Moderate 0.3389984 Constructive 0.66 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
The man says Indians abuse every system this country offers them. In Australia and In America the White Australian Building Engineers and Building Certifiers make up false pass Building Passes and about 50% of the …
The man says Indians abuse every system this country offers them. In Australia and In America the White Australian Building Engineers and Building Certifiers make up false pass Building Passes and about 50% of the Domestic housing apartment and houses have mild and severe building faults, so isn't that ABUSE by White Fellars and there's nothing the home owner can do because legal and Court costs are so so expensive
Identity Attack0.3958119
Insult0.19500497
Profanity0.07126612
Threat0.010369381
Severe Toxicity0.015415368
Moderate 0.3389984 Constructive 0.572 Unverified_Claim
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
I was wondering why there's so many young Indians in Toronto all of a sudden... I literally have to avoid certain places because it doesn't feel safe anymore
I was wondering why there's so many young Indians in Toronto all of a sudden... I literally have to avoid certain places because it doesn't feel safe anymore
Identity Attack0.40713623
Insult0.1378885
Profanity0.059948977
Threat0.010188141
Severe Toxicity0.01393057
Moderate 0.3389984 Constructive 0.57 Fear_Threat
Oct 2, 2025 2 likes IRCC Names India in Study …
Indians in n India openly talk about owner ngvCabada and getting rid of the ( GORAs) white people they say you will clean thier toilets soon , thier plans for you are domestic servants
Indians in n India openly talk about owner ngvCabada and getting rid of the ( GORAs) white people they say you will clean thier toilets soon , thier plans for you are domestic servants
Identity Attack0.3817989
Insult0.26957804
Profanity0.16450337
Threat0.079364374
Severe Toxicity0.023076924
Moderate 0.3389984 Moderate Con 0.348
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
“The upper class of the Indians” 😅💀
“The upper class of the Indians” 😅💀
Identity Attack0.38208112
Insult0.16802633
Profanity0.14666493
Threat0.013321015
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.252 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Identity Attack0.40447855
Insult0.12883772
Profanity0.027137227
Threat0.0084793
Severe Toxicity0.011672974
Moderate 0.3389984 Constructive 0.564 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
as an arab muslim from saudi im ngl indians are not the worst type of immigrants, they work and dont bother ofhers much. europe on the other hand is getting worse and worse i went …
as an arab muslim from saudi im ngl indians are not the worst type of immigrants, they work and dont bother ofhers much. europe on the other hand is getting worse and worse i went to italy for tourism and i saw italian women get harrassed by arab north africans. its so sad they live in fear in their own countries. a strange thing
Identity Attack0.4054415
Insult0.1640896
Profanity0.14313951
Threat0.025961896
Severe Toxicity0.018126737
Moderate 0.3389984 Constructive 0.688 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Identity Attack0.40883094
Insult0.11464815
Profanity0.05543986
Threat0.009463178
Severe Toxicity0.014059683
Moderate 0.3389984 Moderate Con 0.413 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm an Indian but I say this is not good you didn't opposing such like this migrants you will lose your country and your culture.
I'm an Indian but I say this is not good you didn't opposing such like this migrants you will lose your country and your culture.
Identity Attack0.38208112
Insult0.12702756
Profanity0.0887236
Threat0.04880493
Severe Toxicity0.015544481
Moderate 0.3389984 Constructive 0.597 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
My city in italy is filled of indians. Too many....
My city in italy is filled of indians. Too many....
Identity Attack0.39870077
Insult0.15556364
Profanity0.07223598
Threat0.009592636
Severe Toxicity0.015092585
Moderate 0.3389984 Moderate Con 0.419 Fear_Threat
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...
Canadians are having Indian fatigue 😮
Canadians are having Indian fatigue 😮
Identity Attack0.38176915
Insult0.24424846
Profanity0.07870171
Threat0.009048914
Severe Toxicity0.014511578
Moderate 0.3389984 Low Con 0.275 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
It’s just too much Indians lol.
It’s just too much Indians lol.
Identity Attack0.39870077
Insult0.15840563
Profanity0.108590275
Threat0.0089712385
Severe Toxicity0.01806218
Moderate 0.3389984 Low Con 0.248 Identity_Assertion
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Bro got an Indian coyote and tried to get smuggled home…ALL FOR THE LOVE OF THE GAME. 2:23 Run the patreon up for bro.
Bro got an Indian coyote and tried to get smuggled home…ALL FOR THE LOVE OF THE GAME. 2:23 Run the patreon up for bro.
Identity Attack0.22631748
Insult0.123407245
Profanity0.14225815
Threat0.10389658
Severe Toxicity0.023076924
Moderate 0.3389984 Moderate Con 0.473
Jan 27, 2026 Inside Canada's Indian Invasion...
“Indian invasion”—you mean the invasion of “Indian” lands by ancestors of white Canadians, right? RIGHT?!
“Indian invasion”—you mean the invasion of “Indian” lands by ancestors of white Canadians, right? RIGHT?!
Identity Attack0.4006267
Insult0.10294484
Profanity0.025770858
Threat0.0101363575
Severe Toxicity0.013414118
Moderate 0.3389984 Low Con 0.241 Moral_Argument
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for …
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for through taxes. Its truly frightening.😔
Identity Attack0.40883094
Insult0.17361937
Profanity0.023789622
Threat0.00780612
Severe Toxicity0.0125103295
Moderate 0.3389984 Constructive 0.524 Fear_Threat
Feb 18, 2026 2 likes Inside Canada's Indian Invasion...
So, a European immigrant and a homeless Canadian are dissing Indians! Get a job, buy a house, live a productive life!
So, a European immigrant and a homeless Canadian are dissing Indians! Get a job, buy a house, live a productive life!
Identity Attack0.3817989
Insult0.16839184
Profanity0.018529098
Threat0.008323951
Severe Toxicity0.0104522705
Moderate 0.3389984 Low Con 0.203
Oct 29, 2025 29 likes Inside Canada's Indian Metropolis (Brampton)
Personally when I went to school there was 4 black kids in a 700 student school lol. My mom works in education, and says that about half to 60% of classes are full of Indian …
Personally when I went to school there was 4 black kids in a 700 student school lol. My mom works in education, and says that about half to 60% of classes are full of Indian kids
Identity Attack0.40447855
Insult0.14331897
Profanity0.17864552
Threat0.010110466
Severe Toxicity0.018707745
Moderate 0.3389984 Constructive 0.545 Personal_Narrative
Feb 25, 2026 Inside Canada's Indian Invasion...
Thank you Tyler for bringing some attention to this matter, this is absurd. 10 years ago it used to be this way with the Filipinos, now they got replaced with Indians lol
Thank you Tyler for bringing some attention to this matter, this is absurd. 10 years ago it used to be this way with the Filipinos, now they got replaced with Indians lol
Identity Attack0.3817989
Insult0.21836096
Profanity0.084844165
Threat0.008867673
Severe Toxicity0.012359619
Moderate 0.3389984 Constructive 0.506 Identity_Assertion
Jan 27, 2026 1 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.