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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 #}

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Active: "Over the years I have …" 1,624 comments · Page 1 of 65
I wish I never invested in that stupid property in Washington state what a big mistake that was. Bought it five years ago, I didn’t have a crystal ball. Haven’t been to the states in …
I wish I never invested in that stupid property in Washington state what a big mistake that was. Bought it five years ago, I didn’t have a crystal ball. Haven’t been to the states in two years, but still just paying for it. If you’re considering purchasing real estate in the states, I advise against it until this nut job is out of office And the radical right wing lunatics are in the rearview mirror.
Identity Attack0.00039440132
Insult0.9319903
Profanity0.0025874008
Threat0.00033765123
Severe Toxicity0.000032365424
Toxic 0.9589385 Insult
Dec 10, 2025
okay but UK can occupy india for hundred of years - fuckin bullshit
okay but UK can occupy india for hundred of years - fuckin bullshit
Identity Attack0.37292135
Insult0.5130944
Profanity0.9205162
Threat0.013321015
Severe Toxicity0.35368225
Toxic 0.9061063 Low Con 0.186 Insult Moral_Argument
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
India is a literal shit hole. Please don't come to Canada and turn it into a shit hole too </3 I immigrated here when I was 3 years old from the UK so I can't …
India is a literal shit hole. Please don't come to Canada and turn it into a shit hole too </3 I immigrated here when I was 3 years old from the UK so I can't say much on the topic but ya....
Identity Attack0.6682205
Insult0.65865606
Profanity0.8089582
Threat0.021472665
Severe Toxicity0.4379392
Toxic 0.8778702 Constructive 0.565 Identity Attack Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Brampton has always been a Shithole going back at least 50 years. Horrible place and the white people are complete retards lol .
Brampton has always been a Shithole going back at least 50 years. Horrible place and the white people are complete retards lol .
Identity Attack0.7426507
Insult0.7657292
Profanity0.70864636
Threat0.023026628
Severe Toxicity0.44860926
Toxic 0.85850734 Low Con 0.278 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians were sooo stupid when they elected 10 years ago libtard to lead Canada -Justin aka PM
Canadians were sooo stupid when they elected 10 years ago libtard to lead Canada -Justin aka PM
Identity Attack0.6007182
Insult0.802824
Profanity0.34682226
Threat0.00866054
Severe Toxicity0.16960317
Toxic 0.8364697 Low Con 0.216 Identity Attack Insult Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
15 years ago I was riding the sky train in Vancouver, I think I was in Surrey, and there were so many Punjabis. They smelled really bad. Filthy race. Canada has been effectively colonized and …
15 years ago I was riding the sky train in Vancouver, I think I was in Surrey, and there were so many Punjabis. They smelled really bad. Filthy race. Canada has been effectively colonized and the government allowed it in the name of social justice. Idiotic traitors.
Identity Attack0.5612457
Insult0.802824
Profanity0.39409557
Threat0.015602129
Severe Toxicity0.16960317
Toxic 0.8252207 Moderate Con 0.499 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
why the hell would any Canadian go to america. trump is now and has always been a fraud and a con artist.a total waste of space, america of a year ago is gone for ever …
why the hell would any Canadian go to america. trump is now and has always been a fraud and a con artist.a total waste of space, america of a year ago is gone for ever all that remains now is how fast will they sink.
Identity Attack0.07744727
Insult0.6851124
Profanity0.008383521
Threat0.003006173
Severe Toxicity0.000039773124
Toxic 0.82326365 Insult
Dec 9, 2025
As a Canadian resident for the last 22 years, I fucking hate Canada
As a Canadian resident for the last 22 years, I fucking hate Canada
Identity Attack0.6637263
Insult0.49151286
Profanity0.70864636
Threat0.025961896
Severe Toxicity0.34927294
Toxic 0.82048255 Moderate Con 0.382 Identity Attack Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
This whole video is bullshit. We needed the workers. They were on temporary for work permits those permits all expire this year… Where have we been the last two years complaining about it. Now the …
This whole video is bullshit. We needed the workers. They were on temporary for work permits those permits all expire this year… Where have we been the last two years complaining about it. Now the issues going to be fixed… Wow, a little late to the party aren’t you?😂😂😂
Identity Attack0.061130337
Insult0.46625584
Profanity0.64657205
Threat0.029933142
Severe Toxicity0.34993178
Toxic 0.78855824 Moderate Con 0.467 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Bramladesh has been Indian for 20 fucken years it’s the fact that all of Ontario is fucken Indian now that pjsses me off! It’s no longer Canada it’s Canindia. Whites conquered the land from red …
Bramladesh has been Indian for 20 fucken years it’s the fact that all of Ontario is fucken Indian now that pjsses me off! It’s no longer Canada it’s Canindia. Whites conquered the land from red indians and now the brown Indians are conquering the whites.
Identity Attack0.6649212
Insult0.54525656
Profanity0.73341435
Threat0.05559385
Severe Toxicity0.45895407
Toxic 0.78711975 Moderate Con 0.383 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it …
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it becomes a problem. Canada accepts a lot of immigrants more then the US but if the US had a less strict immigration policy it would probably look very similar. Canada is super under populate comparing it to other countries of the same exact size. Hey Canadians can we not be as racist as the flipping Americas. Saying that they're is an invasion of people who have proper documentation and are allowed to live in Canada is racist. To say you want people of a different race or culture is flipping racist no matter what way you spin it. It makes me so angry that fucking youtuber with no fucking degree gets to shit on others people lives and profit off of it. And the sad part is Tyler is not the only one doing this but many other youtubers are straight up doing bad journalism and taking random peoples word for it...with zero degrees in the matter they are speaking about. Yes sometime he gets people who actually know what they are talking about but most the time they are super bias or have something to gain from talking about it. Anyways, I just tired of "Scary" propaganda most the time it's not an actually issue. What we as Canadians should be focused on why you need 10+ years of experience to work a minimum wage job (And it isn't Indian immigrants fault but greedy corporations)
Identity Attack0.55044734
Insult0.57787937
Profanity0.70384485
Threat0.03304107
Severe Toxicity0.3529199
Toxic 0.78711975 Constructive 0.734 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Also they have been here for more than 3 years but their accent is still shiit 😂😂😂
Also they have been here for more than 3 years but their accent is still shiit 😂😂😂
Identity Attack0.11860296
Insult0.5101222
Profanity0.6643082
Threat0.012026439
Severe Toxicity0.23226003
Toxic 0.7856813 Low Con 0.253 Insult Humor_Satire
Feb 16, 2026 4 likes Inside Canada's Indian Invasion...
that white racist pig doesn't even know anything about the black people. I earn more in Africa than so many whites that I met during my years in China as an expert. Stealing African resources …
that white racist pig doesn't even know anything about the black people. I earn more in Africa than so many whites that I met during my years in China as an expert. Stealing African resources and claiming to be superior.
Identity Attack0.7499929
Insult0.6991143
Profanity0.40929472
Threat0.039947584
Severe Toxicity0.35368225
Toxic 0.7856813 Moderate Con 0.399 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I used to really like your content. But in the past year, you have went super xenophobic. I'm good dude, I'm going to go ahead and stop following you now. So sometime this week or …
I used to really like your content. But in the past year, you have went super xenophobic. I'm good dude, I'm going to go ahead and stop following you now. So sometime this week or maybe this month at least want you to take a quiet, sober moment, when you're alone somewhere contemplating your life, and think I'm really long and hard about going and fucking yourself.
Identity Attack0.16373143
Insult0.5130944
Profanity0.764141
Threat0.2836219
Severe Toxicity0.35368225
Toxic 0.7675452 Constructive 0.582 Insult Meta_Commentary
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
Simple !!!! That asshole Trudeau brought millions of young male Indians from India to fill up the pockets of colleges and they take up all the lower end jobs that the white kids are looking …
Simple !!!! That asshole Trudeau brought millions of young male Indians from India to fill up the pockets of colleges and they take up all the lower end jobs that the white kids are looking for !!! I don’t know why Canadians would vote for a liberal government it’s beyond my mind. It’s been many many years since we had a conservative government and we need it back folks. STOP voting liberal for f—k sake’s. Marc Carney, lol what a f—king joke that is !!!
Identity Attack0.49032792
Insult0.6675394
Profanity0.6643082
Threat0.02440793
Severe Toxicity0.35368225
Toxic 0.76523775 Moderate Con 0.432 Insult
Sep 1, 2025 Why Canadians Are Turning Against …
Been living in this shit for years and I'm sick of it
Been living in this shit for years and I'm sick of it
Identity Attack0.026609946
Insult0.37392882
Profanity0.8117245
Threat0.009023022
Severe Toxicity0.0912254
Toxic 0.76523775 Moderate Con 0.408 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
lmao no Canada is not. if you idiots down east were tired of it, you wouldnt have voted in liberals again for the 15th year in a row...you bastards down east wrecked this beautiful country. …
lmao no Canada is not. if you idiots down east were tired of it, you wouldnt have voted in liberals again for the 15th year in a row...you bastards down east wrecked this beautiful country. I am an immigrant in 1991 at 6 months old, citizen since 1991. I care more about keeping Canadian culture then you pussy libs ever will. thanks for nothing. vote correctly next time....WESTERN CANADA INDEPENENCE WE DONT NEED YOU ONTARIO If anyone of you ever left this nation and travelled to somewhere that wasn't the west, you will understand the importance of keeping this nation how it was.
Identity Attack0.41975367
Insult0.7298119
Profanity0.48510036
Threat0.023544617
Severe Toxicity0.3536391
Toxic 0.76197964 Moderate Con 0.479 Insult
Sep 17, 2025 Why Canadians Are Turning Against …
I live in this cockroach infested city for 25 year...and it stinks...there dirty people...this is the new third world Canada. Desgusting
I live in this cockroach infested city for 25 year...and it stinks...there dirty people...this is the new third world Canada. Desgusting
Identity Attack0.49032792
Insult0.7298119
Profanity0.33141375
Threat0.011638066
Severe Toxicity0.20984669
Toxic 0.76197964 Moderate Con 0.385 Insult Personal_Narrative
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Elbows up love the fact that they are erasing canadian culter for indian culture in 150 years canada will be 10 percent white good job assholes
Elbows up love the fact that they are erasing canadian culter for indian culture in 150 years canada will be 10 percent white good job assholes
Identity Attack0.57150364
Insult0.6675394
Profanity0.62717754
Threat0.0824309
Severe Toxicity0.34977677
Toxic 0.76197964 Low Con 0.166 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow it took 10 years 😅😅😅😅😅😅😅😅😅😅😅 idiots
Wow it took 10 years 😅😅😅😅😅😅😅😅😅😅😅 idiots
Identity Attack0.04023018
Insult0.7344449
Profanity0.42102736
Threat0.013476364
Severe Toxicity0.03590374
Toxic 0.76197964 Low Con 0.228 Insult Policy_Critique
Sep 9, 2025 Why Canadians Are Turning Against …
Canada is fucking joke. End Immigration for the next 10 years and make Canada great again
Canada is fucking joke. End Immigration for the next 10 years and make Canada great again
Identity Attack0.47178617
Insult0.48569724
Profanity0.70864636
Threat0.026307223
Severe Toxicity0.24482845
Toxic 0.7570315 Low Con 0.181
Oct 1, 2025 IRCC Names India in Study …
I came here 5 years ago and every year since then it's gotten worse. The government stewed the country. I was working for GFL as a drivermaking $29/hr and they fired me on the last …
I came here 5 years ago and every year since then it's gotten worse. The government stewed the country. I was working for GFL as a drivermaking $29/hr and they fired me on the last day of my probation, then call me back a month after trying to pay me $21/hr now its mostly Asians working now. Shit is crazy the Libs are fucking us without lube.
Identity Attack0.46028158
Insult0.5101222
Profanity0.7673477
Threat0.021300001
Severe Toxicity0.20067264
Toxic 0.75208336 Constructive 0.504 Insult Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
Even the Indian living here for 50 years 5:00 minutes into the video is a lying ignorant racist moron with the very little knowledge, and no empathy for all the poor immigrants that are struggling …
Even the Indian living here for 50 years 5:00 minutes into the video is a lying ignorant racist moron with the very little knowledge, and no empathy for all the poor immigrants that are struggling so hard.
Identity Attack0.5135796
Insult0.71120167
Profanity0.42019588
Threat0.018192071
Severe Toxicity0.22513679
Toxic 0.7510937 Moderate Con 0.333 Identity Attack Insult Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I've been here 10 years cant even get PR yet these Indians are scamming the shit out of everything
I've been here 10 years cant even get PR yet these Indians are scamming the shit out of everything
Identity Attack0.5707127
Insult0.5130944
Profanity0.67055607
Threat0.03787563
Severe Toxicity0.23226519
Toxic 0.7510937 Moderate Con 0.477 Identity Attack Insult Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
The stupid Canadian government has done a lot of harmful things to Canada over the past years.
The stupid Canadian government has done a lot of harmful things to Canada over the past years.
Identity Attack0.48915586
Insult0.71551245
Profanity0.33317488
Threat0.008867673
Severe Toxicity0.024631912
Toxic 0.74954444 Low Con 0.235 Insult Policy_Critique
Sep 12, 2025 1 likes Why Canadians Are Turning Against …

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.