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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: "The more this guy talks …" 81 comments · Page 3 of 4
Guy on the bike was talking crazyyy
Guy on the bike was talking crazyyy
Identity Attack0.010803374
Insult0.3388922
Profanity0.15724123
Threat0.010654188
Severe Toxicity0.009155273
Moderate 0.3389984 Moderate Con 0.345 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy on the bike 🚲 talks tasty 💩
The guy on the bike 🚲 talks tasty 💩
Identity Attack0.02439919
Insult0.18977246
Profanity0.24341469
Threat0.010887212
Severe Toxicity0.02077355
Moderate 0.3234372 Low Con 0.292 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my …
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my own country and make it a better place to live and not have buch of kids or maybe not even one ❤
Identity Attack0.27991617
Insult0.086852804
Profanity0.108590275
Threat0.021127338
Severe Toxicity0.01502803
Moderate 0.32074678 Constructive 0.627 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Metropolis (Brampton)
Isn't it funny how every little keyboard warrior here bashes indians, without pointing out the guy at 2:00 also speaking out against this. I've been saying this for ages, its simply indians from a couple …
Isn't it funny how every little keyboard warrior here bashes indians, without pointing out the guy at 2:00 also speaking out against this. I've been saying this for ages, its simply indians from a couple states in india flooding the place - yet you aren't willing to talk about the actual issue. You're full of it Tyler.
Identity Attack0.29035977
Insult0.16773392
Profanity0.03389629
Threat0.024753258
Severe Toxicity0.008888245
Moderate 0.30136615 Moderate Con 0.492 Meta_Commentary
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
The guy on the bike with the perfectly regurgitated IQ talking points on Africans🤦🏾‍♀️ Notice that he didnt have any actual reasons why the people are afraid. Just BS things he's heard about the people, …
The guy on the bike with the perfectly regurgitated IQ talking points on Africans🤦🏾‍♀️ Notice that he didnt have any actual reasons why the people are afraid. Just BS things he's heard about the people, not actual incidents. Smh...
Identity Attack0.2700233
Insult0.16853803
Profanity0.16264248
Threat0.008582866
Severe Toxicity0.010986328
Low Tox 0.28548008 Moderate Con 0.342 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
12:45 so why you guys don't like when the women married different coulter? a fried of mine got married to a Indian woman and her day do not talk to her 11yrs now.
12:45 so why you guys don't like when the women married different coulter? a fried of mine got married to a Indian woman and her day do not talk to her 11yrs now.
Identity Attack0.27340925
Insult0.06023245
Profanity0.08064143
Threat0.010214032
Severe Toxicity0.009422302
Low Tox 0.25462922 Constructive 0.632
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
when these guys talk about assimilation how can I be sure they're not talking about druggie and homeless culture 😂
when these guys talk about assimilation how can I be sure they're not talking about druggie and homeless culture 😂
Identity Attack0.16587129
Insult0.12159709
Profanity0.077731855
Threat0.008103873
Severe Toxicity0.0077056885
Low Tox 0.25462922 Low Con 0.269
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
7:45 So he's talking to a Muslim guy who supposedly gives him this rundown but doesn't want anyone to know he has a tattoo even though...he's walking around town with it visible? I've always heard …
7:45 So he's talking to a Muslim guy who supposedly gives him this rundown but doesn't want anyone to know he has a tattoo even though...he's walking around town with it visible? I've always heard people say when journalists/vloggers do this, it means they made it up.
Identity Attack0.23618884
Insult0.06023245
Profanity0.08452088
Threat0.0115345
Severe Toxicity0.009384155
Low Tox 0.24442963 Constructive 0.532 Meta_Commentary
Dec 11, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Guy in bike talk about intelligence 😂😂
Guy in bike talk about intelligence 😂😂
Identity Attack0.013445892
Insult0.0808917
Profanity0.058445938
Threat0.010214032
Severe Toxicity0.0073242188
Low Tox 0.23415339 Low Con 0.204 Humor_Satire
Feb 10, 2026 Inside Canada's Indian Invasion...
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? …
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? Why aren't you talking about the bioweapon injections?? Did you make money on pcr's? PPs wifey too? Both sides have been compromised for decades. CSIS Report. China, India. Canadians never wanted immigration from any of these 3rd world countries. This is treason.
Identity Attack0.089973204
Insult0.1342682
Profanity0.017777596
Threat0.012751401
Severe Toxicity0.0051116943
Low Tox 0.2330714 Moderate Con 0.346 Call_To_Action
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
The amount of "i will go to prison if I talk candid" in this video...... then there's that one guy. 👌🏻
The amount of "i will go to prison if I talk candid" in this video...... then there's that one guy. 👌🏻
Identity Attack0.010729378
Insult0.033570543
Profanity0.044668075
Threat0.085497424
Severe Toxicity0.007286072
Low Tox 0.23198941 Low Con 0.3 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy …
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy and provide quick citizenship to increase the voter pool... When the same playbook is happening in all the other western countries, it is not a coincidence but a serious and coordinated global plan. FIND SOME COURAGE to say what really is taking place....but you won't. If you need a quick reminder, take a look at what just happened in Spain - 500,000 new immigrants that will be given quick landed immigrant status allowing them to vote!!!!!
Identity Attack0.040745795
Insult0.15698463
Profanity0.028913507
Threat0.008556974
Severe Toxicity0.005264282
Low Tox 0.23090743 Constructive 0.522 Unverified_Claim
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
the guy who is talking about Islam is not muslim. As a muslim, we dont talk that way
the guy who is talking about Islam is not muslim. As a muslim, we dont talk that way
Identity Attack0.2774022
Insult0.04442204
Profanity0.049427703
Threat0.0077672824
Severe Toxicity0.005302429
Low Tox 0.21107252 Moderate Con 0.408
Aug 25, 2025 Why Canadians Are Turning Against …
Despite this guy’s racism he got welcomed everywhere & got food, sweet & gifts. Now imagine if he go to where European colonisers lives. He wouldn’t able to even save his camera. Actually he went …
Despite this guy’s racism he got welcomed everywhere & got food, sweet & gifts. Now imagine if he go to where European colonisers lives. He wouldn’t able to even save his camera. Actually he went to European areas you have to see those Europeans. Half of them are ranging on roads under alcohol & drug intoxication. They doesn’t seems they took bath in their lives or get raised in normal family. Just look how they treated this same guy. Their area and how and what they talk with him.
Identity Attack0.15945168
Insult0.083112895
Profanity0.020100424
Threat0.007948523
Severe Toxicity0.005645752
Low Tox 0.20705862 Moderate Con 0.387
Sep 20, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
The guy that has a proper Canadian accent but is Asian knows what he’s talking about, proper informed
The guy that has a proper Canadian accent but is Asian knows what he’s talking about, proper informed
Identity Attack0.21866
Insult0.05964688
Profanity0.02167175
Threat0.0064597605
Severe Toxicity0.0042533875
Low Tox 0.19219314 Moderate Con 0.364 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
The guy on the bike talking about iq when he clearly didn’t make it to college otherwise he wouldn’t be delivering on a bike 😂
The guy on the bike talking about iq when he clearly didn’t make it to college otherwise he wouldn’t be delivering on a bike 😂
Identity Attack0.00621564
Insult0.08434689
Profanity0.027683776
Threat0.0071588317
Severe Toxicity0.003414154
Low Tox 0.1883923 Low Con 0.216 Humor_Satire
Jan 27, 2026 11 likes Inside Canada's Indian Invasion...
Tyler proved Canada -> USA human trafficking/illegal immigration and all people are talking about is the bike guy.
Tyler proved Canada -> USA human trafficking/illegal immigration and all people are talking about is the bike guy.
Identity Attack0.10221587
Insult0.0838533
Profanity0.012312118
Threat0.0066798385
Severe Toxicity0.004119873
Low Tox 0.18649188 Low Con 0.294 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy on the bike definitely talking about Somalians 😂
Guy on the bike definitely talking about Somalians 😂
Identity Attack0.15731181
Insult0.036325075
Profanity0.043415543
Threat0.010239923
Severe Toxicity0.0061798096
Low Tox 0.17111848 Low Con 0.216 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
8:57 let these guy know most of these are students paying 3 times higher fees on which ur universities run and local students have to pay less fees just look at the numbers how many …
8:57 let these guy know most of these are students paying 3 times higher fees on which ur universities run and local students have to pay less fees just look at the numbers how many universities shut down when students stopped to come secondly students pays 3 times higher fees and 20000$ to gic with stays with Canadian bank for two years and secondly which money u are talking do u have any document that government gives free money? There is difference between refugees and students, this polish guy him self is on road half naked and talking about others are dirty firstly go and fcng take shower
Identity Attack0.025404079
Insult0.07967083
Profanity0.028093686
Threat0.007586042
Severe Toxicity0.004272461
Low Tox 0.16331999 Constructive 0.606
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
That guy talking about Islam video, is at least 10 years old. I watched that when I immigrated to another country. So this report is far behind of times. Just like Canada my country is …
That guy talking about Islam video, is at least 10 years old. I watched that when I immigrated to another country. So this report is far behind of times. Just like Canada my country is getting bashed for non action, questioning or awareness. Canadian govt had been informed time and again about the criminals they are importing but they did not care. Unfortunately the media covered up and independent sources like this forum did not exist at the time.
Identity Attack0.099899694
Insult0.047349896
Profanity0.013780965
Threat0.007262398
Severe Toxicity0.0027656555
Low Tox 0.1269396 Constructive 0.699
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Ya...Mr mandate. I won't bring in mandates...brings in mandates. Talks to Independence people rudely. Kenny can take a hike, to put it mildly. Insider establishment uniparty guy.
Ya...Mr mandate. I won't bring in mandates...brings in mandates. Talks to Independence people rudely. Kenny can take a hike, to put it mildly. Insider establishment uniparty guy.
Identity Attack0.008361516
Insult0.06687108
Profanity0.016411226
Threat0.0097738765
Severe Toxicity0.0019836426
Low Tox 0.1269396 Moderate Con 0.362
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
Next time try not to talk to only homeless Canadians 8:34 the guy says they don't work and also say they work for Indian on cash so that guy himself can't decide do they work …
Next time try not to talk to only homeless Canadians 8:34 the guy says they don't work and also say they work for Indian on cash so that guy himself can't decide do they work or not. You should try talking to others who are born canadians as everyone knows people can't live without work and indians work too making the community to grow and expand and more rich, so better go in everyone's shoes before saying anything about them.
Identity Attack0.10221587
Insult0.036325075
Profanity0.012243799
Threat0.006440342
Severe Toxicity0.0022411346
Low Tox 0.12520397 Constructive 0.668
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that …
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that theres an "immigration" problem, the refusal to adapt and assimilate feels like a slap in the face especially when the same few will talk I'll of the same system they benefit from. HOWEVER I don't think it's good to lump all of these problems together and dump collective blame on immigrants. For 1, all this immigration and policies have happened under a liberal government and y'all voted then in, AGAIN. - clearly you're not THAT desperate for change. 2nd. Are the ones saying they can't find work willing to work in trades? General laborers making $25-$30+++ No experience required. Tradespeople are glad to teach people willing to work hard and learn.. What about warehouse work? Apply to your 5 closest warehouses, I guarantee youll get in 1.. ALSO the government IS willing to help Canadians get little certifications like forklift, smartserve, CPR.. Career colleges can help with training (e.g - computer) as well as soft skills. So yeah, I wonder if it's people being just as picky as they were when Canada wasn't in the economical shitter it is in rn? Maybe Im far luckier or fortunate than most? Maybe expectations are too high? Maybe some stubbornly refuse assistance they are entitled to? Im not sure, but I do sympathize/empathize with you guys, I hope you all can "get through". I pray we can find solutions to this insane cost of living / broken housing market / price gouging / tiny group of business owners having a complete market control and a monopoly on everything thing we need to survive - without competition, limitations or government regulation🫩. Stay strong Canada! 💙Don't let the hate consume you!❤️ 🇨🇦We will overcome🇨🇦
Identity Attack0.09410924
Insult0.04383647
Profanity0.04867618
Threat0.009799767
Severe Toxicity0.004501343
Low Tox 0.11429678 Constructive 0.869 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
The one guy talking about IQ😂
The one guy talking about IQ😂
Identity Attack0.008583503
Insult0.03423163
Profanity0.041661996
Threat0.0074824756
Severe Toxicity0.003490448
Low Tox 0.10913446 Low Con 0.22
Jan 27, 2026 Inside Canada's Indian Invasion...
That guy talks about taxes 😂. Please also make video on how much tax bramton generates. This propaganda video was good tho👍. The way you ate in Indian restaurant will clear all the doubts in …
That guy talks about taxes 😂. Please also make video on how much tax bramton generates. This propaganda video was good tho👍. The way you ate in Indian restaurant will clear all the doubts in viewers that you are not secular. You are doing alot for Canada 😂😂😂
Identity Attack0.036878675
Insult0.032689095
Profanity0.016752819
Threat0.0066927844
Severe Toxicity0.0025558472
Low Tox 0.104795754 Moderate Con 0.445
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.