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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: "So when all the white …" 1,674 comments · Page 42 of 67
First white guy tripping
First white guy tripping
Identity Attack0.39966375
Insult0.16802633
Profanity0.17008601
Threat0.11769595
Severe Toxicity0.022839356
Moderate 0.37751234 Moderate Con 0.379
Jan 27, 2026 Inside Canada's Indian Invasion...
The Indians honestly seem like pleasant people. Yeah, they are huge in number and mass migrate, but seems like the whites are just hating for no reason
The Indians honestly seem like pleasant people. Yeah, they are huge in number and mass migrate, but seems like the whites are just hating for no reason
Identity Attack0.46028158
Insult0.18728738
Profanity0.18294942
Threat0.011223801
Severe Toxicity0.021806452
Moderate 0.37751234 Moderate Con 0.397 Identity_Assertion
Feb 1, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I can only see bad comments and racism from fellow white people. I don’t see any hatred from the other people. Guys not good.
I can only see bad comments and racism from fellow white people. I don’t see any hatred from the other people. Guys not good.
Identity Attack0.40713623
Insult0.21135417
Profanity0.068967216
Threat0.009256045
Severe Toxicity0.013543231
Moderate 0.37751234 Moderate Con 0.458 Moral_Argument
Nov 24, 2025 Inside Canada's Indian Metropolis (Brampton)
this is diference between islamist extremists and other religions they welcome everyone they dont want to change your religion they give you free mind and peace its just white people insecurity if they islamists they …
this is diference between islamist extremists and other religions they welcome everyone they dont want to change your religion they give you free mind and peace its just white people insecurity if they islamists they dont speak anytrhing because they are afraid
Identity Attack0.44690517
Insult0.16802633
Profanity0.11230402
Threat0.019055385
Severe Toxicity0.019095084
Moderate 0.37751234 Moderate Con 0.387
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The brown people take care of their own.. the “Canadian” or white people, let their fellow Canadians who are struggling to suffer with no help, support, or love
The brown people take care of their own.. the “Canadian” or white people, let their fellow Canadians who are struggling to suffer with no help, support, or love
Identity Attack0.46028158
Insult0.16897665
Profanity0.04266402
Threat0.009696201
Severe Toxicity0.01502803
Moderate 0.37751234 Moderate Con 0.326
Oct 2, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canada is not white land ....white are also immigrant there
Canada is not white land ....white are also immigrant there
Identity Attack0.46028158
Insult0.1469393
Profanity0.05017922
Threat0.0068869707
Severe Toxicity0.013478675
Moderate 0.37751234 Low Con 0.232 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Dude, you could show something bad as a result of this. All you showed are some disgruntled white people. Like, how is this having a negative impact? So far the biggest complaint seems to be …
Dude, you could show something bad as a result of this. All you showed are some disgruntled white people. Like, how is this having a negative impact? So far the biggest complaint seems to be “they trade among themselves”. And that “themselves” include anyone who trade with them as the Pakistani guy said. So white people used to trade among themselves and having a system tilted towards them was “great” but brown people doing the same is bad? So just pure and simple xenophobia? Or is it “bad” in any measurable outcome? Economy, crime, employment?
Identity Attack0.43896464
Insult0.27558193
Profanity0.12286829
Threat0.012181788
Severe Toxicity0.017803956
Moderate 0.37751234 Constructive 0.539
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I don't see anything bad here at all. Other than some white people with bad attitudes. And im older and white and not a huge fan of the mass imagination we have seen here over …
I don't see anything bad here at all. Other than some white people with bad attitudes. And im older and white and not a huge fan of the mass imagination we have seen here over the last 5 years.
Identity Attack0.44690517
Insult0.21368977
Profanity0.10549548
Threat0.009981008
Severe Toxicity0.014898917
Moderate 0.37751234 Constructive 0.551 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Before WATCHING the video I would like to say THERE IS NO SUCH THING AS INDIAN!! My grandfathers (both sides) were ww1 vetw and decorated ww2 vets. For ww1 and ww2 the largest VOLUNTEER army …
Before WATCHING the video I would like to say THERE IS NO SUCH THING AS INDIAN!! My grandfathers (both sides) were ww1 vetw and decorated ww2 vets. For ww1 and ww2 the largest VOLUNTEER army in WORLD HISTORY was from "India" ( created in 1947). Parts of the Ahghani mountains and Tajikstan were taken and Gurjrati Muslims were given Panjab and Gujrati Hindus the other. On the north of steeles ave from Kipling to airport Rd there was NOTHING but some farms. After over 100 YEARS IN THE NATION the Sikhs and serving in BOTH WW1 and WW2 bought the first houses and businesses in the 90's. There are about 800,000 Panjabi's in Canada vs about 2 milliom Chinese. In the 90's, when Springdale was built, Gujrati people moved to Canada influx. The character of Kumar from Harold and Kumar go to white castle, rishi Sunak, kash Patel, the people rubbing cow manure on them and other setero type are Gujrati. The Sikh religion are AGINST conversation of ANY KING. If you are Christian, the Sikh religion says to be the best Christian as possible! Ben Sapiro, the Jew, as said and his people believe that Jesus was a jealot and is burning in hell in hot feces, SEMAN, and urine. In the 90's the government of Canada STOPPED allowing Panjabi farmers to come to Canada and made way for the Gujrati HINDUS. Over 100 YEARS the Sikh, Muslim and Hindus have been in Canada and NEVER asked for special treatment. Springdale was build and FIRST SETTLED by Panjabi's, who have been in nation for over 100 years. In 1947 "India" was created, again, and parts of Afghanistan and Tajikstan was taken and created Pakistan. Where is the homeland of Panjabi people? Your grandfathers are ROLLING in their graves because of the disrespect of the Panjabi people! Go look up Sikhs in ww1 and ww2. There were 2 Sikh and Anglo-Saxson wars and Panjab was the HARDEST and LONGEST land to take (which was through betrayal and NOT battle - another story). (Stoping here - because you are retarded)
Identity Attack0.39966375
Insult0.2435641
Profanity0.16357292
Threat0.058503386
Severe Toxicity0.02604016
Moderate 0.37751234 Constructive 0.638
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
On paper, Canada has been great for this land the Native Americans called Turtle Island. A huge new country sprang out of nothing, adding trillions of dollars to the economy. But the question I and …
On paper, Canada has been great for this land the Native Americans called Turtle Island. A huge new country sprang out of nothing, adding trillions of dollars to the economy. But the question I and all the natives before the white men came there kept asking was this. Why? After visiting, I have no answer. So sorry to say, you are hard hardcore racist. Try to make a video where everyone are French, Itailina or what have you. . There are plenty of places like that. The problem is they look white.
Identity Attack0.44690517
Insult0.29383746
Profanity0.0864606
Threat0.00933372
Severe Toxicity0.017416617
Moderate 0.37751234 Constructive 0.591 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
“I came to Canada as a 13-year-old immigrant, innocent and fresh off the boat. I’ll never forget how a white girl in my PE class would throw my clothes in the garbage and bully me …
“I came to Canada as a 13-year-old immigrant, innocent and fresh off the boat. I’ll never forget how a white girl in my PE class would throw my clothes in the garbage and bully me just because I was different. That’s what racism looks like. So when I see videos today blaming immigrants, I know exactly how much hate that spreads. Young Indian students are dying, struggling in laundry rooms and basements, and instead of compassion we point fingers. Immigrants may need some adjustments, yes, but that’s no reason to divide or dehumanize us. Stop spreading hate — Canada is stronger when we stand together.”
Identity Attack0.4139151
Insult0.34032786
Profanity0.09034003
Threat0.030623792
Severe Toxicity0.01806218
Moderate 0.37751234 Constructive 0.754 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
White catholic trump supporters only!
White catholic trump supporters only!
Identity Attack0.44690517
Insult0.1378885
Profanity0.042413518
Threat0.00948907
Severe Toxicity0.015867263
Moderate 0.37751234 Low Con 0.211
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Flip-flopping immigration issues, whoop-dee-doo in Canada, the new satellite country of/India of North America 🇮🇳. Pretty 🍛 spicy issues coming out of Canada this days. No longer the great white North. The great white replacement …
Flip-flopping immigration issues, whoop-dee-doo in Canada, the new satellite country of/India of North America 🇮🇳. Pretty 🍛 spicy issues coming out of Canada this days. No longer the great white North. The great white replacement Theory in action 🎬. Crazy good.😂
Identity Attack0.3958119
Insult0.26957804
Profanity0.07870171
Threat0.010576514
Severe Toxicity0.015350811
Moderate 0.37751234 Low Con 0.189 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I live in Brampton. I can go days without meeting a white Canadian. Everyone seems to be Indian, Pakistani or Bangladeshi
I live in Brampton. I can go days without meeting a white Canadian. Everyone seems to be Indian, Pakistani or Bangladeshi
Identity Attack0.46028158
Insult0.15911613
Profanity0.07223598
Threat0.009696201
Severe Toxicity0.017481172
Moderate 0.37751234 Moderate Con 0.452 Identity_Assertion
Feb 20, 2026 2 likes LILLEY UNLEASHED: The fall of …
We whites need to arm ourselves and protect our country from these
We whites need to arm ourselves and protect our country from these
Identity Attack0.40883094
Insult0.11978693
Profanity0.097129054
Threat0.12536226
Severe Toxicity0.020386212
Moderate 0.37694603 Low Con 0.273
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
One thing I'd never understand is when Whites have invaded, colonized, pillaged entire continents they downplay it or straight up deny it, and now a few brownskins (not even making 10% of the population) are …
One thing I'd never understand is when Whites have invaded, colonized, pillaged entire continents they downplay it or straight up deny it, and now a few brownskins (not even making 10% of the population) are in their country doing their work, minding their own business and they call it invasion.
Identity Attack0.45610145
Insult0.17486192
Profanity0.1110661
Threat0.015429466
Severe Toxicity0.020644438
Moderate 0.37694603 Moderate Con 0.48 Moral_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
I think those guys were scamming you. They were being way too sketch and wanted you to hang out in the apartment until they robbed you of the 6k. Once they knew you were white …
I think those guys were scamming you. They were being way too sketch and wanted you to hang out in the apartment until they robbed you of the 6k. Once they knew you were white it was obvious. You should have had an Indian dude do it, and should have followed through.
Identity Attack0.39773783
Insult0.24561718
Profanity0.22602804
Threat0.06755528
Severe Toxicity0.01986976
Moderate 0.37694603 Constructive 0.514 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Mark Carney has approved 250,000 new imigrants from India and Pakistan. They are immigrants with money so this makes it acceptable to let them gain citizenship. Scarborough will be the capital city where 100% per …
Mark Carney has approved 250,000 new imigrants from India and Pakistan. They are immigrants with money so this makes it acceptable to let them gain citizenship. Scarborough will be the capital city where 100% per cent of the workforce will be Hindu or Pakistani. NO WHITES ALLOWED. Tim Horton's is now hiring.....
Identity Attack0.45348886
Insult0.16758773
Profanity0.036401358
Threat0.012337137
Severe Toxicity0.017029278
Moderate 0.37694603 Moderate Con 0.457 Unverified_Claim
Sep 3, 2025 Why Canadians Are Turning Against …
Interracial/integration/Multiculturalism/Kosher White Genocide is Always a bad thing and it’s Not just the Indians there are Many Malaysians, Chinese, Blacks and others as well. That One White Guy with the Bike is very based and …
Interracial/integration/Multiculturalism/Kosher White Genocide is Always a bad thing and it’s Not just the Indians there are Many Malaysians, Chinese, Blacks and others as well. That One White Guy with the Bike is very based and that Council Woman is pretty based too.
Identity Attack0.44690517
Insult0.16861114
Profanity0.12374964
Threat0.050098058
Severe Toxicity0.023076924
Moderate 0.37694603 Constructive 0.557 Identity_Assertion
Mar 1, 2026 Inside Canada's Indian Invasion...
The whites are also immigrants 😒, they came from Europe in past
The whites are also immigrants 😒, they came from Europe in past
Identity Attack0.4453683
Insult0.1640896
Profanity0.15724123
Threat0.009722093
Severe Toxicity0.023076924
Moderate 0.37576625 Low Con 0.213 Comparative_Framing
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
And canada got invaded by white from europe 200 years ago and now those white people in canada are just crying to see other ethnics group from another countries in canada? 😂😂😂 Canada are belong …
And canada got invaded by white from europe 200 years ago and now those white people in canada are just crying to see other ethnics group from another countries in canada? 😂😂😂 Canada are belong to the real native
Identity Attack0.458714
Insult0.16766082
Profanity0.043916557
Threat0.009100696
Severe Toxicity0.015802706
Moderate 0.37576625 Low Con 0.247 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
bruh im living in brampton rn as a white guy and i must say it is so bad. only benefit is driving a subaru in snow and smokin them all in the streets.
bruh im living in brampton rn as a white guy and i must say it is so bad. only benefit is driving a subaru in snow and smokin them all in the streets.
Identity Attack0.3817989
Insult0.16824563
Profanity0.20700185
Threat0.13633445
Severe Toxicity0.023076924
Moderate 0.37576625 Moderate Con 0.42
Jan 27, 2026 Inside Canada's Indian Invasion...
Pretty sure these Indian migrants won't work at Brampton as they pay cash in hand and way below minimum wage. Rather they work for White Canadian who they keep saying to go back to Europe …
Pretty sure these Indian migrants won't work at Brampton as they pay cash in hand and way below minimum wage. Rather they work for White Canadian who they keep saying to go back to Europe 🙄
Identity Attack0.44690517
Insult0.18728738
Profanity0.03690237
Threat0.007922632
Severe Toxicity0.014188796
Moderate 0.37576625 Moderate Con 0.427
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The white elite are giving away the entire western world.
The white elite are giving away the entire western world.
Identity Attack0.43896464
Insult0.1505596
Profanity0.10982819
Threat0.04233929
Severe Toxicity0.017868511
Moderate 0.37576625 Low Con 0.111 Identity_Assertion
Feb 5, 2026 Inside Canada's Indian Invasion...
why are white people so worried..didn't they displace natives before ?
why are white people so worried..didn't they displace natives before ?
Identity Attack0.44690517
Insult0.1342682
Profanity0.09583591
Threat0.039602257
Severe Toxicity0.018836858
Moderate 0.37576625 Moderate Con 0.321
Oct 10, 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.