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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: "Absolutely!!!!!!! This is what YOU …" 254 comments · Page 3 of 11
Tyler has to be the racist mainstream youtuber in recent times. You guys might say "Wanting your country to not turn into India is not racist" and yes you are damn right but I am …
Tyler has to be the racist mainstream youtuber in recent times. You guys might say "Wanting your country to not turn into India is not racist" and yes you are damn right but I am specifically talking about the youtuber here. This dude goes to India, to a remote village which people dont even know of, makes a video on "poop throwing festival in India" as his Title and then says Oh hey I havent said anything racist, umm well you havent (even if I ignore the word play you do) but you had several other topics that you could have covered in "India" and you exactly knew what was gonna happen when you would upload this video but you anyways did, so yes you are a racist, a smart one. And for the people saying "Indians are so proud of India but they don't want to live there", I mean people making this kinda comment can't even wrap their head around the fact that 1.5 B people are from India. So even a small fraction of that population would contribute towards a large migration, so no "Indians are so proud of India but they don't want to live there" is absolute bullshit. Now does that mean its a perfect country? Absolute Not and Neither is the country Developed, we are a developing economy and we have a long way to go. We have our own issue in this country and we are dealing with it. As for as people living in your countries are concerned, I would ask you to be as objective as possible in situation rather than being stereotypical. If you see a person doing bad thing, call them out, it doesnt matter whether they are "Indian" or otherwise.
Identity Attack0.44690517
Insult0.48228607
Profanity0.4131548
Threat0.063675895
Severe Toxicity0.20067264
Moderate 0.56269526 Constructive 0.714
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Can't wait to watch this. As a Canadian, absolutely nothing makes (most of) us angrier than this _disgusting_ third-world invasion. 👎
Can't wait to watch this. As a Canadian, absolutely nothing makes (most of) us angrier than this _disgusting_ third-world invasion. 👎
Identity Attack0.50515604
Insult0.54471385
Profanity0.15635987
Threat0.010239923
Severe Toxicity0.023106033
Moderate 0.55739564 Moderate Con 0.401 Identity Attack Insult Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
NOTICE HOW NONE OF THEM SAY THEIR CANADIAN....because they aren't. I'm Canadian (my family has been here for 150+ yrs) We absolutely hate these street shi tt3. r5 and i use to live in Mississauga …
NOTICE HOW NONE OF THEM SAY THEIR CANADIAN....because they aren't. I'm Canadian (my family has been here for 150+ yrs) We absolutely hate these street shi tt3. r5 and i use to live in Mississauga so i know how grotesque they are. ABSOLUTE P@r@s¡t3s Even my 4yr old says he wouldn’t pull down his pants & poop on a bus….JS
Identity Attack0.28034934
Insult0.4962726
Profanity0.4242778
Threat0.027515862
Severe Toxicity0.1597006
Moderate 0.55739564 Constructive 0.548
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is …
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is what our politicians and dumb liberal green-hugging lefties have imported into our once great country. The population of London is now less than 40% white, and reducing at an alarming rate. White flight is increasing fast. Outside of the cities is generally your beautiful, clean, safe and picturesque villages, towns and countryside - basically the real England/Britain, with the real people. Most cities are an absolute dump, increasingly being plagued by crime, and foreigners doing anything & everything other than working or contributing in any positive way. It's so sad. On current trends, by 2063, indigenous whites will be in the minority - 37 years time, and truth is it will lilely be quicker than that. Our only hope is Farage and Reform, but I suspect it's too late to stop the juggernaut.
Identity Attack0.45610145
Insult0.5393265
Profanity0.48510036
Threat0.026479885
Severe Toxicity0.16960317
Moderate 0.5566829 Constructive 0.686 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Love how the liberals who vote for this just leave the area for the lower class right wing to deal with . Absolutely disgusting
Love how the liberals who vote for this just leave the area for the lower class right wing to deal with . Absolutely disgusting
Identity Attack0.16993292
Insult0.57566804
Profanity0.10797132
Threat0.008945347
Severe Toxicity0.015479924
Moderate 0.5532103 Low Con 0.245 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
JustinTrudeau has ruined our country and he couldn’t care less. An absolute narcissist to the max.
JustinTrudeau has ruined our country and he couldn’t care less. An absolute narcissist to the max.
Identity Attack0.02439919
Insult0.61794597
Profanity0.06796519
Threat0.009437286
Severe Toxicity0.013478675
Moderate 0.54823303 Low Con 0.235 Insult Policy_Critique
Feb 6, 2026 Inside Canada's Indian Invasion...
In the past 10 years brought with student visa must be deported. No PR no nothing. Go home. This is absolutely ridiculous because they are hiding and working with cash because managers are Indians.
In the past 10 years brought with student visa must be deported. No PR no nothing. Go home. This is absolutely ridiculous because they are hiding and working with cash because managers are Indians.
Identity Attack0.5135796
Insult0.5130944
Profanity0.17803068
Threat0.017156094
Severe Toxicity0.023076924
Moderate 0.54823303 Moderate Con 0.306 Identity Attack Insult Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
👏👏👏Well Done Pedo-‘fle’ Canada🇨🇦. You build a country, a nation, the blood, sweat, and tears…. Only to just hand it all off on a plate to (🇵🇰🇧🇩🇮🇳). Absolute Degeneracy, and an utter Disgrace. 🤮🤮🤮🤮👎👎👎👎
👏👏👏Well Done Pedo-‘fle’ Canada🇨🇦. You build a country, a nation, the blood, sweat, and tears…. Only to just hand it all off on a plate to (🇵🇰🇧🇩🇮🇳). Absolute Degeneracy, and an utter Disgrace. 🤮🤮🤮🤮👎👎👎👎
Identity Attack0.3895355
Insult0.5130944
Profanity0.19770569
Threat0.061412923
Severe Toxicity0.16960317
Moderate 0.54325575 Low Con 0.266 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The absolute trash journalism compared to Argentina is abismal. No critical analysis, just reading a teleprompter. You vote what you know. This country is doomed
The absolute trash journalism compared to Argentina is abismal. No critical analysis, just reading a teleprompter. You vote what you know. This country is doomed
Identity Attack0.41975367
Insult0.5393265
Profanity0.22429734
Threat0.008077981
Severe Toxicity0.023076924
Moderate 0.52811706 Low Con 0.234 Insult
Jan 13, 2026 Canada’s new rules in 2026
I don’t know what you’re talking about. Indian food is absolutely disgusting.
I don’t know what you’re talking about. Indian food is absolutely disgusting.
Identity Attack0.5504064
Insult0.47384647
Profanity0.25093055
Threat0.007598988
Severe Toxicity0.023076924
Moderate 0.52811706 Moderate Con 0.335 Identity Attack Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
Entire Canada is Brampton now. Absolutely disgusting cultural suicide this country has committed. There is no more multiculturalism, now it's becoming INDIA. Nothing against Indian people, but ENOUGH IS ENOUGH. Oh and I am an …
Entire Canada is Brampton now. Absolutely disgusting cultural suicide this country has committed. There is no more multiculturalism, now it's becoming INDIA. Nothing against Indian people, but ENOUGH IS ENOUGH. Oh and I am an immigrant too, so stick your "racism" and other comments up your rear.
Identity Attack0.4508763
Insult0.4962726
Profanity0.09001675
Threat0.20544581
Severe Toxicity0.023270357
Moderate 0.51980776 Moderate Con 0.418 Identity_Assertion
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The liberal terror show has got to go. They are absolutely terrorists. Our government is run by a bunch of quacks... If you are a come as a refugee, you get $83000 net, take home. …
The liberal terror show has got to go. They are absolutely terrorists. Our government is run by a bunch of quacks... If you are a come as a refugee, you get $83000 net, take home. How many people in one family can milk that? Did you know if you're a working person? You would have to gross Almost $160,000 per year. In order to net 83000 Which is what they get to come here. It's an absolute disgrace, absolute insanity and a disgrace to every hard-working Canadian.!.😢😮
Identity Attack0.37953663
Insult0.54471385
Profanity0.10023434
Threat0.017674083
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.42 Insult Unverified_Claim
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
you ain`t getting a job in those places as a white person i guarantee you that only indians apply ZERO absolute chance as a white person to get even a menial job to clean garbage
you ain`t getting a job in those places as a white person i guarantee you that only indians apply ZERO absolute chance as a white person to get even a menial job to clean garbage
Identity Attack0.55044734
Insult0.4339631
Profanity0.28249276
Threat0.012181788
Severe Toxicity0.035007052
Moderate 0.51980776 Low Con 0.211 Identity Attack
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Absolutely disgusting! The liberals have no idea where they are?? What type of government is this ???
Absolutely disgusting! The liberals have no idea where they are?? What type of government is this ???
Identity Attack0.19100772
Insult0.54525656
Profanity0.09486605
Threat0.008362788
Severe Toxicity0.01644827
Moderate 0.51980776 Low Con 0.221 Insult
Sep 29, 2025 1 likes IRCC Names India in Study …
8:55 hold on a dam minute! These Indians be always saying they only come to Canada just for "WORK" and now your telling me they building their animal gods here? 😂 this is a absolute …
8:55 hold on a dam minute! These Indians be always saying they only come to Canada just for "WORK" and now your telling me they building their animal gods here? 😂 this is a absolute joke
Identity Attack0.5135796
Insult0.47020787
Profanity0.39670458
Threat0.013010317
Severe Toxicity0.13336399
Moderate 0.51980776 Low Con 0.289 Identity Attack Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Watching the government I came to believe that they are absolutely unconcerned about the the results of there actions in many regards, but also that many of them are too incompetent to actually do the …
Watching the government I came to believe that they are absolutely unconcerned about the the results of there actions in many regards, but also that many of them are too incompetent to actually do the job. Just look at the current Immigration minister. She is utterly clueless. I wouldn't hire the woman as nanny! Yet, she is a minister, can't answer basic questions and is totally useless.
Identity Attack0.105256535
Insult0.5739874
Profanity0.0887236
Threat0.00866054
Severe Toxicity0.012962224
Moderate 0.509388 Moderate Con 0.492 Insult Policy_Critique
Feb 28, 2026 LILLEY UNLEASHED: The fall of …
The first guy with the bike and helmet is absolutely based white trash like myself unafraid to say it how it is😂🙏🏻🤣
The first guy with the bike and helmet is absolutely based white trash like myself unafraid to say it how it is😂🙏🏻🤣
Identity Attack0.44690517
Insult0.4710501
Profanity0.28938356
Threat0.012078222
Severe Toxicity0.02416241
Moderate 0.50789946 Moderate Con 0.368 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a …
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a day in Niagara Falls family day and everything is closed. Did you not check it? This video. You make it sound like everybody who is the greatest of Indian move to Franklin people from my neighbourhood they do talk to us saying hello. Help me when I’m at Walmart. Is the person that moving to send if you’re racist country. You’ll talk to Canadians who represent you more than they represent us and your post. What they say must be interesting in your bizarre echo chamber.
Identity Attack0.29035977
Insult0.42567953
Profanity0.46460027
Threat0.01940071
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.56 Meta_Commentary
Oct 16, 2025 Inside Canada's Indian Metropolis (Brampton)
Our government absolutely hates us. Just wants taxes. Canadians are weak ,Divided, and don’t care anymore. I’m hoping for a direct asteroid hit or some one nukes us. I give up.
Our government absolutely hates us. Just wants taxes. Canadians are weak ,Divided, and don’t care anymore. I’m hoping for a direct asteroid hit or some one nukes us. I give up.
Identity Attack0.4139151
Insult0.4125297
Profanity0.15635987
Threat0.5195707
Severe Toxicity0.059217658
Moderate 0.5024724 Moderate Con 0.392 Threat Fear_Threat
Sep 9, 2025 Why Canadians Are Turning Against …
Bro its ridiculous how many are hear now in canada. Live in in edmonton its absolutely flooded with indian people. Literally need to change our name to edmonstan
Bro its ridiculous how many are hear now in canada. Live in in edmonton its absolutely flooded with indian people. Literally need to change our name to edmonstan
Identity Attack0.48915586
Insult0.48675314
Profanity0.17752954
Threat0.008841781
Severe Toxicity0.023076924
Moderate 0.5024724 Moderate Con 0.438 Identity_Assertion
Feb 25, 2026 Inside Canada's Indian Invasion...
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 …
I am a non-white immigrant and I absolutely oppose any further Indianization of Canada. Bringing immigrants from a single country is neither multiculturalism nor diversity. Not to mention Indians are pretty xenophobic and intolerant. Everything …
I am a non-white immigrant and I absolutely oppose any further Indianization of Canada. Bringing immigrants from a single country is neither multiculturalism nor diversity. Not to mention Indians are pretty xenophobic and intolerant. Everything they do and expect in Canada, they would allow none of that in their own country. They join the MAGA when it serves them, and then cry racism when when its inconvenient. It's no surprise that everybody is sick of Indians, not just white people.
Identity Attack0.5707127
Insult0.4339631
Profanity0.09486605
Threat0.011612174
Severe Toxicity0.023076924
Moderate 0.49139655 Constructive 0.524 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Absolute parasites
Absolute parasites
Identity Attack0.06795148
Insult0.54471385
Profanity0.33023968
Threat0.0101363575
Severe Toxicity0.023364257
Moderate 0.4850187 Moderate Con 0.32 Insult Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
I use to live in a beautiful little neighborhood. Then the Somolians moved here . I swear they let the worst criminals immigrate here . They are thieves they fight and then run and hide …
I use to live in a beautiful little neighborhood. Then the Somolians moved here . I swear they let the worst criminals immigrate here . They are thieves they fight and then run and hide from the police in the Mosque. The Immam refused to let the police in to arrest them . Then we were hit by a load of Roma Gypsy's. They are absolute animals . No home was safe from they're breaking in . They break into cars , trucks and steal whatever isn't nailed down . Now tell me why I should be nice to these people and not be racist ?????😮😮😮😮😮😮😮
Identity Attack0.55011386
Insult0.47384647
Profanity0.30161268
Threat0.16383497
Severe Toxicity0.16960317
Moderate 0.48021027 Constructive 0.521 Identity Attack Unverified_Claim
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
Absolutely disgusting These people have destroyed Canada
Absolutely disgusting These people have destroyed Canada
Identity Attack0.1064171
Insult0.50440645
Profanity0.09486605
Threat0.03304107
Severe Toxicity0.019224197
Moderate 0.48021027 Low Con 0.277 Insult
Oct 18, 2025 40 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.