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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 Indians but …" 4,309 comments · Page 67 of 173
White Europian invasion in Indigenous land of red indians, inuits .
White Europian invasion in Indigenous land of red indians, inuits .
Identity Attack0.4774257
Insult0.24928534
Profanity0.20139475
Threat0.04686524
Severe Toxicity0.023927659
Moderate 0.4014846 Low Con 0.248 Identity_Assertion
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
I love indian food as much as I love aids.
I love indian food as much as I love aids.
Identity Attack0.34649673
Insult0.14874944
Profanity0.2268346
Threat0.09009721
Severe Toxicity0.02439716
Moderate 0.4014846 Moderate Con 0.419 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Don't shove your uncivilised indian culture upon others your culture is nothing to nobody so respect the host country culture where you are living.
Don't shove your uncivilised indian culture upon others your culture is nothing to nobody so respect the host country culture where you are living.
Identity Attack0.46028158
Insult0.36798462
Profanity0.10797132
Threat0.01101667
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.426
Aug 25, 2025 Why Canadians Are Turning Against …
Indians drive in canada like they drive in india why do you always hear indians honking horn 24/7
Indians drive in canada like they drive in india why do you always hear indians honking horn 24/7
Identity Attack0.49032792
Insult0.26957804
Profanity0.09868695
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.259 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians have invaded America as well!!! Especially southern New Hampshire. It’s insane, the local and federal governments are deliberately doing it.
Indians have invaded America as well!!! Especially southern New Hampshire. It’s insane, the local and federal governments are deliberately doing it.
Identity Attack0.46028158
Insult0.27146968
Profanity0.09551262
Threat0.013165667
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.342 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
If you want a job in any of Amazon fulfillment in Edmonton, you need to pay $640 to an Indian supervisor. Indians brought their corruption with them.
If you want a job in any of Amazon fulfillment in Edmonton, you need to pay $640 to an Indian supervisor. Indians brought their corruption with them.
Identity Attack0.46028158
Insult0.35849577
Profanity0.054938845
Threat0.009100696
Severe Toxicity0.01302678
Moderate 0.4014846 Low Con 0.241 Unverified_Claim
Feb 24, 2026 'We do know that there's …
This video is only made to appease the whites and it is evident Whites claim Africans are slow when they themselves live in delulu that they’re natives of US and Canada😂, whites just like Indian …
This video is only made to appease the whites and it is evident Whites claim Africans are slow when they themselves live in delulu that they’re natives of US and Canada😂, whites just like Indian Africans or Chinese are immigrants the only difference is them being in majority population
Identity Attack0.50125694
Insult0.24928534
Profanity0.11725569
Threat0.010835429
Severe Toxicity0.022839356
Moderate 0.4014846 Low Con 0.22 Identity Attack Moral_Argument
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
Identity Attack0.43896464
Insult0.36798462
Profanity0.041912504
Threat0.0072235605
Severe Toxicity0.016900165
Moderate 0.4014846 Low Con 0.185 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
Please remove that dirty blue statue or any Indian statue , like do Indian people think they are blue ?
Please remove that dirty blue statue or any Indian statue , like do Indian people think they are blue ?
Identity Attack0.44690517
Insult0.3388922
Profanity0.16822512
Threat0.023889944
Severe Toxicity0.022839356
Moderate 0.4014846 Low Con 0.21 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians brag India is the greatest country. So go back😂😂😂
Indians brag India is the greatest country. So go back😂😂😂
Identity Attack0.43256098
Insult0.24928534
Profanity0.15938593
Threat0.022335978
Severe Toxicity0.02383376
Moderate 0.4014846 Low Con 0.173 Humor_Satire
Jan 19, 2026 2 likes 2.9 million Canadian temporary visas …
Indians think that Punjab is different than the other Singhshitlanders 😂😂😂
Indians think that Punjab is different than the other Singhshitlanders 😂😂😂
Identity Attack0.45348886
Insult0.3388922
Profanity0.32658687
Threat0.012803185
Severe Toxicity0.048457388
Moderate 0.4014846 Low Con 0.223 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
So they make fun of East Asian for driving in North America. But Indians are worse? wow that's a new fact
So they make fun of East Asian for driving in North America. But Indians are worse? wow that's a new fact
Identity Attack0.4911651
Insult0.26957804
Profanity0.11725569
Threat0.0130621
Severe Toxicity0.019224197
Moderate 0.4014846 Low Con 0.29 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
as an Indian, we are sorry for invading your country
as an Indian, we are sorry for invading your country
Identity Attack0.44690517
Insult0.18480228
Profanity0.11477985
Threat0.044278983
Severe Toxicity0.023106033
Moderate 0.4014846 Moderate Con 0.469 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
And yet they let Indians in? I wonder why. Why on earth let a group of people into a country who can actually contribute to the economy? If they didn’t want them there , they …
And yet they let Indians in? I wonder why. Why on earth let a group of people into a country who can actually contribute to the economy? If they didn’t want them there , they should’ve never let Indians in.
Identity Attack0.50515604
Insult0.23704576
Profanity0.17287734
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.291 Identity Attack Economic_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
I like how the guy on bike was able to understand how Indians are different from muslims and African and actually are hardworking and law abiding people unlike the muslims and Africans 😊
I like how the guy on bike was able to understand how Indians are different from muslims and African and actually are hardworking and law abiding people unlike the muslims and Africans 😊
Identity Attack0.5135796
Insult0.2679134
Profanity0.08840031
Threat0.009256045
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.576 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
"ra** is not against their culture" 😂😂 indian and african are the same😂 both is a 🥷🏽🥷🏽🥷🏽
"ra** is not against their culture" 😂😂 indian and african are the same😂 both is a 🥷🏽🥷🏽🥷🏽
Identity Attack0.44690517
Insult0.24928534
Profanity0.3158166
Threat0.014738814
Severe Toxicity0.042180564
Moderate 0.4014846 Low Con 0.254 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Shame on @rocanews for platforming lies and nonsense. Have multiple people claim that folks here don't have their " papers " without the research to back it up is wild. Also to claim they don't …
Shame on @rocanews for platforming lies and nonsense. Have multiple people claim that folks here don't have their " papers " without the research to back it up is wild. Also to claim they don't pay taxes is also Wild. And to claim that they don't have jobs is also wild. Also the white lady who bold face declared the Brampton used to be majority White, and is now upset that it's not is very telling lol. In her own words it used to be Multicultural but it's now bicultural. The gag is when it was majority white it wasn't bicultural because to her white people are always the norm lol. I'd like more evidence into how the Indian population has not assimilated. Wearing their own cultural clothes and worshiping where they choose to does not mean you have in a simulated LOL. Giving the mic to folks to spew unchecked nonsense is wild and you should all be utterly ashamed of yourselves. Did you feature any gudwara? Those are Sikh temples that provide lunger AKA free meals to people of any background. I've gone to Vancouver and seen it filled with tons of white and black who but looking for a meal and they were not turned away.
Identity Attack0.34000012
Insult0.40243408
Profanity0.12096943
Threat0.011379151
Severe Toxicity0.020257099
Moderate 0.4013387 Constructive 0.678
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indian videos now only 🤣 I wanna see you and fred chase down some call centre managers 😂
Indian videos now only 🤣 I wanna see you and fred chase down some call centre managers 😂
Identity Attack0.26833034
Insult0.097093195
Profanity0.19770569
Threat0.49142194
Severe Toxicity0.02453801
Moderate 0.4013387 Moderate Con 0.303 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indians are getting back to their land. 😂😂😂
Indians are getting back to their land. 😂😂😂
Identity Attack0.46028158
Insult0.18480228
Profanity0.110447146
Threat0.01508414
Severe Toxicity0.023076924
Moderate 0.4013387 Low Con 0.197 Humor_Satire
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
5:26 what did africa do again worry about Indians leave us alone 😅😅😅
5:26 what did africa do again worry about Indians leave us alone 😅😅😅
Identity Attack0.44690517
Insult0.16802633
Profanity0.12551236
Threat0.046218675
Severe Toxicity0.023076924
Moderate 0.4013387 Low Con 0.297 Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Good, the less percentage of whites, the better. Also, Brampton has been the fast growing city for at least a decade know. All of the development is from Indians, and produces job and businesses. Whites …
Good, the less percentage of whites, the better. Also, Brampton has been the fast growing city for at least a decade know. All of the development is from Indians, and produces job and businesses. Whites are just "pressed" because the jobs are going to Indians.
Identity Attack0.50515765
Insult0.20201176
Profanity0.099305905
Threat0.011974656
Severe Toxicity0.022322904
Moderate 0.4013387 Constructive 0.624 Identity Attack Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Identity Attack0.4907465
Insult0.20668297
Profanity0.05017922
Threat0.13313138
Severe Toxicity0.022710243
Moderate 0.4013387 Moderate Con 0.347 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
So sad this made all Indians look bad! They all have to work together to make it a better place to live! Improvement is necessary! Calgary is getting worst too. They drive BMW and Mercedes …
So sad this made all Indians look bad! They all have to work together to make it a better place to live! Improvement is necessary! Calgary is getting worst too. They drive BMW and Mercedes and many of them did 50-100km over the speed limit. I wish there are more cameras around to catch these ugly drivers. Too much freedom is going to create more criminal!
Identity Attack0.3758158
Insult0.40243408
Profanity0.098377466
Threat0.017156094
Severe Toxicity0.016383713
Moderate 0.4013387 Constructive 0.626 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
and he's back to targeting indians for views. love how he justifies being racist under "journalism".
and he's back to targeting indians for views. love how he justifies being racist under "journalism".
Identity Attack0.4453683
Insult0.2838064
Profanity0.037403382
Threat0.026307223
Severe Toxicity0.01483436
Moderate 0.40060925 Low Con 0.283 Policy_Critique
Feb 3, 2026 9 likes Inside Canada's Indian Invasion...
As a German I think Indian immigration is better than Muslim immigration
As a German I think Indian immigration is better than Muslim immigration
Identity Attack0.49855098
Insult0.16839184
Profanity0.10363861
Threat0.010628296
Severe Toxicity0.023076924
Moderate 0.40060925 Moderate Con 0.427 Identity_Assertion
Feb 26, 2026 2 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.