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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: "This is the same guy …" 1,684 comments · Page 25 of 68
Im in kingston ontario and quality of life is plummeting because of immigrants. Quiet streets are now loud, cars parked up and down every street because Indians live 8 guys in one house--- garbage left …
Im in kingston ontario and quality of life is plummeting because of immigrants. Quiet streets are now loud, cars parked up and down every street because Indians live 8 guys in one house--- garbage left out for weeks loud music and fireworks til 3am--- on weekdays. Cars been hit twice in past 5 years-- both Indians. Indians work everywhere--so, service quality everywhere you go has dropped severely---- community isn't a community anymore.
Identity Attack0.46050715
Insult0.344702
Profanity0.05393682
Threat0.009566744
Severe Toxicity0.021419114
Moderate 0.4014846 Constructive 0.656 Fear_Threat
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Because you guys allowed poor quality immigrants
Because you guys allowed poor quality immigrants
Identity Attack0.43896464
Insult0.3470427
Profanity0.0913099
Threat0.008013252
Severe Toxicity0.017093835
Moderate 0.4013387 Low Con 0.22
Aug 25, 2025 20 likes Why Canadians Are Turning Against …
Guy on the bike is a bigot
Guy on the bike is a bigot
Identity Attack0.109318495
Insult0.4339631
Profanity0.17864552
Threat0.00789674
Severe Toxicity0.013801457
Moderate 0.4013387 Low Con 0.238 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
“Just shut up and comply” is basically what this guy said. Thanks for the info pal. I’ll be traveling elsewhere
“Just shut up and comply” is basically what this guy said. Thanks for the info pal. I’ll be traveling elsewhere
Identity Attack0.00028187572
Insult0.24417014
Profanity0.00078781875
Threat0.0010579645
Severe Toxicity0.000008681435
Moderate 0.40100843 Policy_Critique
Dec 11, 2025
That guy that said 'im as racist as the next guy' seems to be in fact MORE racist than the next guy.
That guy that said 'im as racist as the next guy' seems to be in fact MORE racist than the next guy.
Identity Attack0.28034934
Insult0.38852
Profanity0.0838743
Threat0.008867673
Severe Toxicity0.015092585
Moderate 0.40060925 Low Con 0.285 Meta_Commentary
Feb 3, 2026 Inside Canada's Indian Invasion...
so the white guy is the one who face racism in there own country 😂
so the white guy is the one who face racism in there own country 😂
Identity Attack0.46028158
Insult0.17610447
Profanity0.094219476
Threat0.011430934
Severe Toxicity0.019482423
Moderate 0.39987978 Low Con 0.239 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy says every one should live happily 😂😂 When same ppl don’t like Bangolis, Kashmiri or Afghan immigrants in India. And we know India is known for its racism. 😂 These Panjeets stand with far …
Guy says every one should live happily 😂😂 When same ppl don’t like Bangolis, Kashmiri or Afghan immigrants in India. And we know India is known for its racism. 😂 These Panjeets stand with far right fascists against Muslim immigrants but ironically they are the majority immigrants in Middle eastern countries.
Identity Attack0.46028158
Insult0.34101152
Profanity0.12220735
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.39915034 Moderate Con 0.433
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
To all indians and african's, muslims how does it feel that most of people around the world have a comun opion that wherever you guys go people are sick and tired of you??
To all indians and african's, muslims how does it feel that most of people around the world have a comun opion that wherever you guys go people are sick and tired of you??
Identity Attack0.46028158
Insult0.28997475
Profanity0.1554785
Threat0.01508414
Severe Toxicity0.023076924
Moderate 0.39915034 Moderate Con 0.454 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Wait till the white guy finds out that 1 out 4 Indians is a Muslim.
Wait till the white guy finds out that 1 out 4 Indians is a Muslim.
Identity Attack0.49584505
Insult0.16795322
Profanity0.099305905
Threat0.028379176
Severe Toxicity0.019482423
Moderate 0.3977292 Low Con 0.213
Jan 27, 2026 Inside Canada's Indian Invasion...
who wins, Canadian racist bike guy vs American Tom from Zinc & Harrison?
who wins, Canadian racist bike guy vs American Tom from Zinc & Harrison?
Identity Attack0.36702603
Insult0.40243408
Profanity0.024541125
Threat0.007598988
Severe Toxicity0.0126394415
Moderate 0.3977292 Low Con 0.187 Meta_Commentary
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
im lucky i got caught in the jewish neighborhood near me bc now im in the middle of their neighborhood bc the rest of the city is looking like what the guy in the bike …
im lucky i got caught in the jewish neighborhood near me bc now im in the middle of their neighborhood bc the rest of the city is looking like what the guy in the bike is describing... the states and cities surrouding me as well. With karen feminists making sure they destroy the rest of us and having the white men escape to find their kryptonite the tight asians im about the go study the torah to make sure i have atleast half italian kids that can look like me.
Identity Attack0.48915586
Insult0.2659317
Profanity0.22592722
Threat0.071698055
Severe Toxicity0.023076924
Moderate 0.3974717 Moderate Con 0.428 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
HEY!!!!!!! Can you stay focused on the real bad guy!!! You know...the guy in the U.S. trying to make treaties and deals that benefit HIS Nation!!!! I know he isn't sneaking accross your border, robbing …
HEY!!!!!!! Can you stay focused on the real bad guy!!! You know...the guy in the U.S. trying to make treaties and deals that benefit HIS Nation!!!! I know he isn't sneaking accross your border, robbing people, stealing, beating, killing, shooting, selling drugs, sucking up free Canadian tax dollars in free benefits, taking housing and medical care away from citizens...BUT the " we got your back Carney " msm tells me that the U.S. ( which buys 70+% ) of Canadian exports..is the real problem.
Identity Attack0.17070955
Insult0.35505778
Profanity0.108590275
Threat0.1954604
Severe Toxicity0.023076924
Moderate 0.3972142 Constructive 0.503 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I need a weekly podcast from Helmet Guy.. ha holy hell that guy is a star waiting to be discovered lol
I need a weekly podcast from Helmet Guy.. ha holy hell that guy is a star waiting to be discovered lol
Identity Attack0.017063495
Insult0.15911613
Profanity0.42102736
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.332 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Hoho do i have a story to tell you. I rented out part of my shop to east indians. Cabinet shop. They had 5 guys. Turned out they were all on student visas but they …
Hoho do i have a story to tell you. I rented out part of my shop to east indians. Cabinet shop. They had 5 guys. Turned out they were all on student visas but they worked minday to saturday 10 hours a day. Of course none of them went to school instead they tuned in on their phone online to the school and put the phone doen and continued to work. Then i had enough ans kicked them out. Some of those guys didnt even get paid and their boss was just laughing at them. East indians are just as scammy as they are on the phone. Void all active student visas or make them pay a 100k like under trump.
Identity Attack0.44690517
Insult0.37392882
Profanity0.2268346
Threat0.03649433
Severe Toxicity0.023076924
Moderate 0.3972142 Constructive 0.594
Sep 30, 2025 IRCC Names India in Study …
see your condition mr. the indians are paying more taxes than you... and you get that benefitss... if you have guts and energy than b more success full than any other person. and the person …
see your condition mr. the indians are paying more taxes than you... and you get that benefitss... if you have guts and energy than b more success full than any other person. and the person who move to canada for better future they working hard 10 to 12 hours a day.. or some times 18 hrs. & u guys can do that???? even low salary or low wages they working like donkeysss.... you guys have this capacityy to work like them... ?????????
Identity Attack0.28034934
Insult0.42567953
Profanity0.089693464
Threat0.007327127
Severe Toxicity0.014705247
Moderate 0.3972142 Constructive 0.544 Solidarity
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
3:47This happens because you guys are lazy and dont want to work and Indians work in your place you people have a problem with that too and Indians are 1000 times more hardworking than Canadians …
3:47This happens because you guys are lazy and dont want to work and Indians work in your place you people have a problem with that too and Indians are 1000 times more hardworking than Canadians Canada is 159 years old as if the land wasn’t already home to Indigenous peoples for thousands of years before you politely showed up and called it a country. Now teaching the world manners -- classic😂
Identity Attack0.32768643
Insult0.40243408
Profanity0.06044999
Threat0.0077802283
Severe Toxicity0.014898917
Moderate 0.3972142 Moderate Con 0.414 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Guys ngl the indian people have disappeared from the city I live in, idk why yall still complaining
Guys ngl the indian people have disappeared from the city I live in, idk why yall still complaining
Identity Attack0.46028158
Insult0.19225755
Profanity0.1854088
Threat0.059796512
Severe Toxicity0.023364257
Moderate 0.39669925 Moderate Con 0.362 Identity_Assertion
Feb 24, 2026 Inside Canada's Indian Invasion...
The most junkie homeless looking guy saying the immigrants don't pay taxes has to be the funniest thing I've heard😂
The most junkie homeless looking guy saying the immigrants don't pay taxes has to be the funniest thing I've heard😂
Identity Attack0.28034934
Insult0.4125297
Profanity0.06746418
Threat0.0077154995
Severe Toxicity0.012207031
Moderate 0.39669925 Low Con 0.29 Humor_Satire
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Bike guy is insane 😂
Bike guy is insane 😂
Identity Attack0.033527173
Insult0.42567953
Profanity0.21132572
Threat0.009307829
Severe Toxicity0.013285006
Moderate 0.39644176 Moderate Con 0.348 Meta_Commentary
Feb 26, 2026 Inside Canada's Indian Invasion...
What do you expect if the birth rate among white women is so low? What do you complain about? White guys want to have AT LEAST 3 children per family just to replace themselves and …
What do you expect if the birth rate among white women is so low? What do you complain about? White guys want to have AT LEAST 3 children per family just to replace themselves and create one new member of society.
Identity Attack0.46028158
Insult0.1935001
Profanity0.096805766
Threat0.012440704
Severe Toxicity0.020644438
Moderate 0.39644176 Moderate Con 0.325 Fear_Threat
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
If you go to a country better respect the value and culture of the area and assimilate with them and I think Indian mostly does that. Be useful the country or otherwise leave. But the …
If you go to a country better respect the value and culture of the area and assimilate with them and I think Indian mostly does that. Be useful the country or otherwise leave. But the guy on the bike is quite racists nobody east poop but people who don't wash their @$$ after business don't have to give hygienic advice 😂
Identity Attack0.37082586
Insult0.3416952
Profanity0.2366394
Threat0.011430934
Severe Toxicity0.023076924
Moderate 0.39644176 Constructive 0.535 Moral_Argument
Feb 4, 2026 Inside Canada's Indian Invasion...
im in the UK and agree with you guys - Canada is unrecognizable within the last 5 years; mass immigration of low class immigrants, selfish and greedy people - they could live in their own …
im in the UK and agree with you guys - Canada is unrecognizable within the last 5 years; mass immigration of low class immigrants, selfish and greedy people - they could live in their own country - if not then integrate into Canada properly like with the UK and New Zealand and Australia and others and contribute better - Am I asking for too much??
Identity Attack0.36702603
Insult0.40243408
Profanity0.025087673
Threat0.007301235
Severe Toxicity0.01302678
Moderate 0.39644176 Constructive 0.695 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This guy needs to get a life and a real job
This guy needs to get a life and a real job
Identity Attack0.019274252
Insult0.36798462
Profanity0.07967158
Threat0.0347677
Severe Toxicity0.013543231
Moderate 0.39231625 Low Con 0.198 Meta_Commentary
Feb 3, 2026 Inside Canada's Indian Invasion...
W bike guy! Everyone should be just like that guy! This plague is being levied against all of us Europeans everywhere we exist in significant numbers by a rootless international clique and their shabbos puppets!
W bike guy! Everyone should be just like that guy! This plague is being levied against all of us Europeans everywhere we exist in significant numbers by a rootless international clique and their shabbos puppets!
Identity Attack0.28034934
Insult0.39297962
Profanity0.12903778
Threat0.012596053
Severe Toxicity0.016964722
Moderate 0.39021665 Moderate Con 0.345 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
The guy on the bike is about as cultured as a bag of potatoes
The guy on the bike is about as cultured as a bag of potatoes
Identity Attack0.06522302
Insult0.40243408
Profanity0.15195307
Threat0.009463178
Severe Toxicity0.016641939
Moderate 0.39021665 Low Con 0.156 Meta_Commentary
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...

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.