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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: "But when was the last …" 395 comments · Page 3 of 16
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of …
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of these people pay taxes,almost everyone seen in the video works,and last I checked even blue collar workers pay taxes,from an uber eats driver to the nurse These people come here legally paying double and triple in fees,they're not illegal immigrants like many in USA The church was sold willingly for money and then the temple was built,all temples pay property taxes and were bought with money No one wants to talk about diploma mills willingly giving admissions to the students The people welcomed the youtuber with open arms,explained things,gave answers and a lot of food Some things need improvement I totally agree like Indians need to maintain cleanliness and integrate but overall what a piece of propaganda this video is,people in comments literally ignoring how welcoming the people were to this youtuber That guy is totally right,people don't really face racism irl Anyways I am glad people irl are not like people online,I love Canada and always will and I'm proud of how welcoming and open Canada is 🇨🇦❤️
Identity Attack0.24293575
Insult0.53014356
Profanity0.16496858
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.50759226 Constructive 0.817 Insult Policy_Critique
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
Lefties says im racist becaus ei talk outt loud about this issue. The batch of the last 5 yrs is filled with lownlife.scumbags / homeless from 3rdd world countries. We used to control the influx …
Lefties says im racist becaus ei talk outt loud about this issue. The batch of the last 5 yrs is filled with lownlife.scumbags / homeless from 3rdd world countries. We used to control the influx but trudeau government opened the gates during the pandemic and now we are in major trouble but leftoes likes to pretend theres no issues. They are in power , we have no say so therefore the country is being invaded by hordes of non skilled migration which is absolutely devastating for our beautiful nation
Identity Attack0.39677486
Insult0.5393265
Profanity0.25915453
Threat0.01254427
Severe Toxicity0.023880709
Moderate 0.5024724 Moderate Con 0.485 Insult
Nov 8, 2025 Why Canadians Are Turning Against …
Excellent. I paid $40 for NSF last time. It´s ridiculous.
Excellent. I paid $40 for NSF last time. It´s ridiculous.
Identity Attack0.013345404
Insult0.5130944
Profanity0.21132572
Threat0.007857903
Severe Toxicity0.010986328
Moderate 0.4850187 Moderate Con 0.404 Insult
Jan 13, 2026 14 likes Canada’s new rules in 2026
Omg and you think they're being honest. What in the world has happened to this country? No wonder it's becoming so awful here in the last five years. We're a laughing stock. This is just …
Omg and you think they're being honest. What in the world has happened to this country? No wonder it's becoming so awful here in the last five years. We're a laughing stock. This is just disgusting.
Identity Attack0.11396073
Insult0.5129801
Profanity0.17803068
Threat0.008168601
Severe Toxicity0.016319158
Moderate 0.47900817 Moderate Con 0.427 Insult
Nov 28, 2025 1 likes Thousands of refugees allowed into …
I complain sometimes about driving in Montreal but I was driving around the GTA last month and holy s***t it's bonkers. It really has become some third world type shit in certain areas over there. …
I complain sometimes about driving in Montreal but I was driving around the GTA last month and holy s***t it's bonkers. It really has become some third world type shit in certain areas over there. In general there's things to complain about in Montreal to be sure - including on the immigration front - but IMO we're far better off than all the other big Canadian cities. You can't really get by in Québec city if you don't speak French but if you want to be in a Canadian city and avoid all _this_ kind of stuff then Québec city is the real ticket.
Identity Attack0.2831485
Insult0.42567953
Profanity0.5365423
Threat0.0113014765
Severe Toxicity0.0475607
Moderate 0.47886392 Constructive 0.743 Comparative_Framing
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
Immigration in Canada declined in the last quarter. All the conservative MAGA Maples preaching Trumps hate agenda are sick.
Immigration in Canada declined in the last quarter. All the conservative MAGA Maples preaching Trumps hate agenda are sick.
Identity Attack0.18235919
Insult0.53014356
Profanity0.049928714
Threat0.008453408
Severe Toxicity0.0126394415
Moderate 0.47886392 Low Con 0.213 Insult
Jan 15, 2026 2.9 million Canadian temporary visas …
When was the last time a punjabi or indian kidnapped you 13:37 . Spread all the hate you want on us if it makes you happy. Cope harder. You can never out compete us in …
When was the last time a punjabi or indian kidnapped you 13:37 . Spread all the hate you want on us if it makes you happy. Cope harder. You can never out compete us in life. 😂
Identity Attack0.44690517
Insult0.3416952
Profanity0.27207452
Threat0.4339666
Severe Toxicity0.16960317
Moderate 0.47886392 Low Con 0.236
Jan 27, 2026 Inside Canada's Indian Invasion...
That last guy just threatened Canada and said the most ridiculous thing they can’t adapt to us we are not going to adapt to you especially your religion is in your country not ours
That last guy just threatened Canada and said the most ridiculous thing they can’t adapt to us we are not going to adapt to you especially your religion is in your country not ours
Identity Attack0.3817989
Insult0.48627716
Profanity0.10363861
Threat0.01940071
Severe Toxicity0.019998873
Moderate 0.47323486 Low Con 0.294
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Holy fok the last few minutes had my anxiety going LOL seemed sketchy asf maan I'd be long gone after my Pizza Pizza
Holy fok the last few minutes had my anxiety going LOL seemed sketchy asf maan I'd be long gone after my Pizza Pizza
Identity Attack0.019676208
Insult0.14874944
Profanity0.5013569
Threat0.011508608
Severe Toxicity0.043077253
Moderate 0.46186632 Moderate Con 0.46 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We had a group of classmates from UVIC which in particular INDIANS (not being racist at all) that only shows up on first day of semester and on the last day... SMH Canada is sure …
We had a group of classmates from UVIC which in particular INDIANS (not being racist at all) that only shows up on first day of semester and on the last day... SMH Canada is sure fvcked up by this group of individuals that are just here to work illegally.
Identity Attack0.41975367
Insult0.41767508
Profanity0.40929472
Threat0.010291707
Severe Toxicity0.024350211
Moderate 0.45761138 Constructive 0.54
Oct 2, 2025 1 likes IRCC Names India in Study …
The Trudeau and the NEW Carney LIBERAL GOVERNMENT give themselves Raises every year cause they know prices keep increasing. The Liberals know that the last 10 years of inflation and immigration Shitt are Stephen Harper's …
The Trudeau and the NEW Carney LIBERAL GOVERNMENT give themselves Raises every year cause they know prices keep increasing. The Liberals know that the last 10 years of inflation and immigration Shitt are Stephen Harper's Fault.
Identity Attack0.10221587
Insult0.4125297
Profanity0.44431314
Threat0.00967031
Severe Toxicity0.023076924
Moderate 0.4574824 Low Con 0.275
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Indian HRs only hire Indians!!! That is the reality. You do not believe me?, you think I am exaggerating? Just check how many Indian international students are working in the security industry and the majority …
Indian HRs only hire Indians!!! That is the reality. You do not believe me?, you think I am exaggerating? Just check how many Indian international students are working in the security industry and the majority of them do not last because they take those jobs from Canadians while they find a job in their area of study to get the PR!!!! SO SICK OF THIS SITUATION!!!
Identity Attack0.46614665
Insult0.40243408
Profanity0.07126612
Threat0.010369381
Severe Toxicity0.023076924
Moderate 0.45549932 Constructive 0.539 Unverified_Claim
Oct 3, 2025 5 likes IRCC Names India in Study …
I am a home support worker, who works with those in thier last 6 months of life. I havent gottrn a raise in 8 years. Some if not all immigrants get a subsidy from the …
I am a home support worker, who works with those in thier last 6 months of life. I havent gottrn a raise in 8 years. Some if not all immigrants get a subsidy from the gov as well as their wages. My rent has raised 235 dollars a month in the past year but the immigrants have their rent paid for the the same gov who hasnt given us a raise. My 16 yr old grandaughter was working at subway and an immigrant harrassed her, touched her face, told her how sexy she was a.s that he wanted to have sex with her. And wheb she said she was only 16 yrs ol and he was 38, he said its ok in my culture. Subway did quietly fire him, but made her sign a confidentially clause.
Identity Attack0.2877625
Insult0.2838064
Profanity0.3158166
Threat0.10696311
Severe Toxicity0.02373986
Moderate 0.45396814 Constructive 0.799
Nov 15, 2025 1 likes Why Canadians Are Turning Against …
A good video topic for you would be to look into the Canadian trucking industry, the recent big accidents, and the fraudulent licence procurement facilities that have been closed down in the last 10 years. …
A good video topic for you would be to look into the Canadian trucking industry, the recent big accidents, and the fraudulent licence procurement facilities that have been closed down in the last 10 years. It isn't racist to point out shitty things that are happening within our country.
Identity Attack0.10221587
Insult0.37506318
Profanity0.46460027
Threat0.008841781
Severe Toxicity0.022839356
Moderate 0.4475325 Constructive 0.6
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Usually when you're colonized it's by a superior race or culture lol this is the opposite of that. Even 30 years ago Brampton was known as Bramladesh. However in the 80's and 90's the Indians …
Usually when you're colonized it's by a superior race or culture lol this is the opposite of that. Even 30 years ago Brampton was known as Bramladesh. However in the 80's and 90's the Indians that immigrated here were great and for the most part fit in and their kids became great Canadians who contributed to the country. This latest flood of them has been awful. TLDR: Canada has become a dumping ground for the worlds trash and unwanted in the last 5 years with no standards or background checks done. Canada just seeks bodies.
Identity Attack0.44690517
Insult0.47384647
Profanity0.17706433
Threat0.009463178
Severe Toxicity0.023076924
Moderate 0.44039994 Constructive 0.608
Jan 27, 2026 Inside Canada's Indian Invasion...
Whether legal or illegal kick the immigrants who have entered in the last 50 years. Time to clean up
Whether legal or illegal kick the immigrants who have entered in the last 50 years. Time to clean up
Identity Attack0.45610145
Insult0.16124763
Profanity0.082581155
Threat0.5254073
Severe Toxicity0.03321367
Moderate 0.4402136 Low Con 0.25 Threat Policy_Critique
Sep 10, 2025 Why Canadians Are Turning Against …
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD …
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD TO (Go back where you came from) AS I AM FBA FAMILY BEEN IN AMERICA SINCE THE 1720'S! HOW ABOUT Y'ALL FAMILIES?!?!? Many whites didn't come to America until they saw the BLACK STATUE OF LIBERTY IN THE LATE 1900's (that's how many Europeans got their citizenship) Lastly, these countries like the US, Canada, and the EU fucks around all in these countries business, overthrow their leaders, destabilizes those countries and then WONDER WHY THERE'S SO MANY IMMIGRANTS COMING! LIKE COME ON AND GET A CLUE, STOP MESSING AROUND WITH THEIR POLITICS AND MAYBE THEY'LL STAY IN THEIR HOME COUNTRIES
Identity Attack0.44690517
Insult0.41530323
Profanity0.18663849
Threat0.018710058
Severe Toxicity0.023599008
Moderate 0.4402136 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
4:35 that is better than not serving you and not able to buy something from their shops like the jews ones in the last video
4:35 that is better than not serving you and not able to buy something from their shops like the jews ones in the last video
Identity Attack0.4774257
Insult0.24928534
Profanity0.20700185
Threat0.032005094
Severe Toxicity0.02458496
Moderate 0.4402136 Low Con 0.258 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
So much for screening people before you let them into your country, just invite the worst of the worst of everything ,no wonder Canada is such a joke now and the whole world is watching …
So much for screening people before you let them into your country, just invite the worst of the worst of everything ,no wonder Canada is such a joke now and the whole world is watching , Disgraceful , shame on the liberals for the last 10 years !
Identity Attack0.3072352
Insult0.47384647
Profanity0.035900343
Threat0.011353259
Severe Toxicity0.016383713
Moderate 0.4398409 Low Con 0.3
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Years ago; here in Albany NY,car were told how cool it would be to get so many new cultures here after the Nano college opens. Lol. Now, we are inundated with rude and entitled illegals …
Years ago; here in Albany NY,car were told how cool it would be to get so many new cultures here after the Nano college opens. Lol. Now, we are inundated with rude and entitled illegals from all over the world. They're not leaving. They don't care what Trump says. This is a very liberal area, they feel safe here while they take all of the jobs and live off from the system. Thank you woksters. You ruined the last few years of my life. The kids? The kids are screwed and our system has them programmed and brainwashed.
Identity Attack0.29188538
Insult0.47384647
Profanity0.28708664
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4394682 Constructive 0.508 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Tyler Panjab is First country occupied by india , for kind information, Sikhs and Panjaab is not India nor hindus and Neither they are Pakistani or Muslims , and india killed half millions Sikhs in …
Tyler Panjab is First country occupied by india , for kind information, Sikhs and Panjaab is not India nor hindus and Neither they are Pakistani or Muslims , and india killed half millions Sikhs in last 125 yrs as they are bff with yemen mughals pig god of theirs as mughal mukesh ambaanies adaanies modi shaah doval jaishankar bishnoi yogi Sunak Anita Anand Jeff Patel Chandra Arya Mehta Patels Gupta aggarwals Joshies mittals mehul choksi terrorist actors when British left, they occupied Sikh country as Sikhs stood with white race in world wars 1&2 to help as soldiers in British army
Identity Attack0.5039629
Insult0.48627716
Profanity0.33453682
Threat0.3485223
Severe Toxicity0.44787344
Moderate 0.43720075 Moderate Con 0.357 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The wife and I went to the beach in Erieau last Monday morning looking for a quiet day at the beach. That lasted 20 minutes . A 1/2 dozen East Indians showed up and ruined …
The wife and I went to the beach in Erieau last Monday morning looking for a quiet day at the beach. That lasted 20 minutes . A 1/2 dozen East Indians showed up and ruined our quiet day at the beach, They also used Lake Erie as their person toilet. After they left we picked up their trash. We left Woodstock, ON because of the tidal wave of East Indians and now they are ruining our beach town .too.
Identity Attack0.50125694
Insult0.40243408
Profanity0.08193458
Threat0.011482717
Severe Toxicity0.023076924
Moderate 0.42985553 Constructive 0.567 Identity Attack
Aug 27, 2025 Why Canadians Are Turning Against …
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Identity Attack0.5135796
Insult0.24928534
Profanity0.117874645
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.4274071 Constructive 0.557 Identity Attack Moral_Argument
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I …
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I have never felt bad feelings toward any group of people, but that is changing by the day. The garbage on the ground and the filthy public restrooms are disgusting. The shoplifting is off the charts…I literally witnessed a group of black young women walk slowly out of a Winners store while the alarms blared and the staff just shrugged. Canadians cannot get jobs, the service has tanked in the last few years due to an entitled workforce with a bad attitude. wtf?
Identity Attack0.42615733
Insult0.4339631
Profanity0.12035047
Threat0.01238892
Severe Toxicity0.021806452
Moderate 0.4269174 Constructive 0.575 Fear_Threat
Aug 27, 2025 42 likes Why Canadians Are Turning Against …
Sad to see they are allowing idol worship which brings curse upon a country, India is cursed because of Idol worship. The last guy says that everyone worship one God, but he fled India where …
Sad to see they are allowing idol worship which brings curse upon a country, India is cursed because of Idol worship. The last guy says that everyone worship one God, but he fled India where there is millions starving to feed few thousand there and have a better life there. The things that come out of these Hindus and Sikhs mouths just don't make sense
Identity Attack0.46028158
Insult0.37506318
Profanity0.27342406
Threat0.05430072
Severe Toxicity0.023645958
Moderate 0.4269174 Moderate Con 0.433 Identity_Assertion
Sep 19, 2025 2 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.