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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: "WHy are you talking over …" 516 comments · Page 13 of 21
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)
Heard enough. Too much talk, but no actions taken to remove illegals.
Heard enough. Too much talk, but no actions taken to remove illegals.
Identity Attack0.26833034
Insult0.0654725
Profanity0.017231047
Threat0.13464862
Severe Toxicity0.009765625
Low Tox 0.25462922 Low Con 0.24
Oct 1, 2025 IRCC Names India in Study …
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)
You talk about the French Language??? Ottawa is a ENGLISH province. The French language was implemented by Trudeaus dad when it was English only and Quebec wanted to separate. The French people take up our …
You talk about the French Language??? Ottawa is a ENGLISH province. The French language was implemented by Trudeaus dad when it was English only and Quebec wanted to separate. The French people take up our government jobs in Ottawa and leave the lower paying jobs to other non speaking French. Go to Quebec they have NO ENGLISH SIGNS, but come to Ottawa making sure they are entitled!. Im sick of the language barrier its discrimination and take the free riders from other countries with you.
Identity Attack0.15945168
Insult0.16766082
Profanity0.016479544
Threat0.0065050707
Severe Toxicity0.005760193
Low Tox 0.25462922 Constructive 0.516 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
is the sponsorship money worth speaking obvious lies when you talk for a living?
is the sponsorship money worth speaking obvious lies when you talk for a living?
Identity Attack0.003311308
Insult0.19225755
Profanity0.020168742
Threat0.0063885585
Severe Toxicity0.0026893616
Low Tox 0.25462922 Low Con 0.17 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Dont know about canada but we Indians live rent-free in canadians heads. I've never been to canada, nor even thought about that country much in my life up until i started meeting many canadians on …
Dont know about canada but we Indians live rent-free in canadians heads. I've never been to canada, nor even thought about that country much in my life up until i started meeting many canadians on the internet who lose it on me for no reason at all. The most hateful people i have met online have been canadians. I have talked to american gr0ypers online on platforms like discord and omegle etc... and they've been more respectful, polite and friendly than so called "liberal" canadians. Some of them i even befriended. This is sad. What a sorry state it would be to live in one of these canadians mind. Filled with hate against one particular peoples. All of this hate that i have received will only make me definitely avoid to visit canada at all costs!
Identity Attack0.23998553
Insult0.1640896
Profanity0.055940874
Threat0.008272167
Severe Toxicity0.0074005127
Low Tox 0.25462922 Constructive 0.623 Personal_Narrative
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
Dude, I live in Canada and I can tell you it’s much worse. Nobody likes talking about this!!
Dude, I live in Canada and I can tell you it’s much worse. Nobody likes talking about this!!
Identity Attack0.17614605
Insult0.083359696
Profanity0.03489832
Threat0.007832011
Severe Toxicity0.005340576
Low Tox 0.25462922 Moderate Con 0.469 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
99.99% of canadians i talk to, want them gone
99.99% of canadians i talk to, want them gone
Identity Attack0.18391247
Insult0.06424874
Profanity0.054437835
Threat0.1329628
Severe Toxicity0.009727478
Low Tox 0.25462922 Moderate Con 0.342 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Trudeau gets in office talks about creating more jobs for Canadians right well how many white people did anyone see working non yeah okay same thing where I’m at and who’s on the street oh …
Trudeau gets in office talks about creating more jobs for Canadians right well how many white people did anyone see working non yeah okay same thing where I’m at and who’s on the street oh yeah Canadians some one tell me how that’s right
Identity Attack0.2764353
Insult0.07301756
Profanity0.021466793
Threat0.007598988
Severe Toxicity0.006752014
Low Tox 0.2524482 Moderate Con 0.478 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
People be talking abt Indian but not the chinese and Japanese and Vietnamese like there’s no difference between Indian and the Chinese they slowly taking over the country
People be talking abt Indian but not the chinese and Japanese and Vietnamese like there’s no difference between Indian and the Chinese they slowly taking over the country
Identity Attack0.28883415
Insult0.070799805
Profanity0.043415543
Threat0.009722093
Severe Toxicity0.00869751
Low Tox 0.24924077 Low Con 0.245 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
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)
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. etc. they wanna have this whole destabilization of the voting blocks so that the government can literally run wild do whatever they want. It’s funny how the “great replacement“ is said to be “deboned“ online yeah it’s literally happening right in front of our faces and our government leaders across the world are just openly saying it even in America. It’s either massive legal immigration from the left or massive H1B visa immigration from the right they literally tell you right to your face that you are either “too lazy“ or “too stupid“ to do some of these jobs meanwhile, there are millions of smart citizens who are not only ready to work, but can do the jobs that the H1B visa people and the illegal immigrants do way better especially because most of the H1B jobs are literally working at a fucking gas station and anything the illegal immigrants are doing especially jobs in construction and labor. American citizens and Canadian citizens do a way better quality job. Never believe the PSYOP of immigrants being “way better workers“ that’s literally just just a flyable objectively untrue. A wise man once said if someone is willing to cheap out on labor, then they are willing to cheap out on the job.
Identity Attack0.21075934
Insult0.08484049
Profanity0.07611542
Threat0.012492486
Severe Toxicity0.008735657
Low Tox 0.24282593 Constructive 0.644 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Whats distressing is when you uncovered that if officials reject an applicant they are basically shooting their career in the foot ... and they have to file a big report and could be challenged in …
Whats distressing is when you uncovered that if officials reject an applicant they are basically shooting their career in the foot ... and they have to file a big report and could be challenged in court and of course that means a court brief and testifying as the prosecuting witness. This isn't the way it was supposed to be...we're talking national security, economics, social safety nets & culture. It really pisses me off the way the game is rigged.
Identity Attack0.0051427023
Insult0.11797678
Profanity0.20016506
Threat0.010654188
Severe Toxicity0.0052261353
Low Tox 0.24282593 Constructive 0.717 Policy_Critique
Feb 27, 2026 4 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I am shocked to hear this from a CBC reporter saying IMMIGRANTS get money from the government!! Where on earth did you get this ,outrageous information!! People who apply to come to Canada as legal …
I am shocked to hear this from a CBC reporter saying IMMIGRANTS get money from the government!! Where on earth did you get this ,outrageous information!! People who apply to come to Canada as legal immigrants , have to go through a strict points system.that can take years . Plus medical and security checks. They have to speak English or French , be educated and most of all have a skill ,trade or profession that Canada needs!as Canada does not have enough highly skilled workers. Like IT professionals, doctors ,engineers, nurses etc. They have to have a job offer .etc etc .They have to have the means to support themselves and their family . It is appalling to hear this nonsense and misinformation. Secondly when talking about refugees the ones who come across the border with no documentation, come on their own and do not fall in the 3 categories you mention? How outrageous are you to say the ones coming in illegally across the border are 1 privately sponsored, 2 government sponsored 3 or mix of both! This sort of wrong , I’ll informed information from CBC Reporter like you that causes racism, you should be ashamed-of yourself to do this outrageous, misleading and wrong information.CBC should apologize and remove this misinformation.
Identity Attack0.11047905
Insult0.09855611
Profanity0.13432594
Threat0.0074048014
Severe Toxicity0.008087158
Low Tox 0.24282593 Constructive 0.636
Jun 14, 2024 How much do refugees and …
My problem is not with the skin color, or the language, nothing like that. I would love to be able to talk to and spend time just learning about people...but I cannot. They worship another …
My problem is not with the skin color, or the language, nothing like that. I would love to be able to talk to and spend time just learning about people...but I cannot. They worship another god, not the creator, not the Holy God of Israel. Not the Creator who gave His only begotten son, so that whoever believes would not perish but have everlasting life. I will not ever worship another god..or bow down to these deities whom people have worshiped for thousands of years, therefore I can not be a partaker
Identity Attack0.24970764
Insult0.07555214
Profanity0.09098661
Threat0.010084574
Severe Toxicity0.011520386
Low Tox 0.2359567 Constructive 0.618
Oct 6, 2025 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...
Is that the way to talk. If you need something in the meeting ask people to prepare that data beforehand instead of acting like a top boss. Although she looks Canadian she acts like someone …
Is that the way to talk. If you need something in the meeting ask people to prepare that data beforehand instead of acting like a top boss. Although she looks Canadian she acts like someone from a 3rd world country. At the end of the day no one even knows you Michelle.
Identity Attack0.10235514
Insult0.14331897
Profanity0.016547862
Threat0.006479179
Severe Toxicity0.004081726
Low Tox 0.2330714 Moderate Con 0.389
Oct 1, 2025 IRCC Names India in Study …
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 …
So you're one of those people who talk in a weird accent when conversing with people who are foreign or who speak a different language. So bizarre and weird that you can't just talk in …
So you're one of those people who talk in a weird accent when conversing with people who are foreign or who speak a different language. So bizarre and weird that you can't just talk in your normal accent.
Identity Attack0.030691283
Insult0.16780703
Profanity0.024541125
Threat0.006045496
Severe Toxicity0.00333786
Low Tox 0.23271075 Low Con 0.298 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
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...
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming …
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming in. They just don’t give a f$@* about Canadian laws because no one has seen any consequences!
Identity Attack0.053399716
Insult0.082619295
Profanity0.257327
Threat0.0072753434
Severe Toxicity0.007171631
Low Tox 0.23162876 Constructive 0.59 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
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 …
I think its kinda odd how lit any other ethnicity is able to accommodate to canadian life and customs, canada is like 80% immigrants or children of immogrants yet people ONLY talk about too many …
I think its kinda odd how lit any other ethnicity is able to accommodate to canadian life and customs, canada is like 80% immigrants or children of immogrants yet people ONLY talk about too many indians. I have personally noticed there are a loooot of chinese, filipinos, colombians and mexicans, yet nobody is complaining abt them...
Identity Attack0.2816105
Insult0.06564732
Profanity0.026590679
Threat0.006543908
Severe Toxicity0.005683899
Low Tox 0.22980402 Constructive 0.552 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Self declaration?! Omg, this is insane. Is this how the Hamas operatives got in? Was just listening to MP Michelle Rempel talk about this.
Self declaration?! Omg, this is insane. Is this how the Hamas operatives got in? Was just listening to MP Michelle Rempel talk about this.
Identity Attack0.026810925
Insult0.1505596
Profanity0.028640235
Threat0.007922632
Severe Toxicity0.004005432
Low Tox 0.22712809 Moderate Con 0.346
Nov 25, 2025 4 likes Thousands of refugees allowed into …
We can all thank most boomers for another Liberal term. I've seen them talk about how they'd leave Canada and live somewhere else if Carney didn't win. Must be nice to have that kind of …
We can all thank most boomers for another Liberal term. I've seen them talk about how they'd leave Canada and live somewhere else if Carney didn't win. Must be nice to have that kind of privilege when they force this hellscape on the rest of us.
Identity Attack0.033527173
Insult0.09855611
Profanity0.13873272
Threat0.008362788
Severe Toxicity0.0046920776
Low Tox 0.22712809 Constructive 0.52 Policy_Critique
Sep 10, 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.