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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: "If you have a problem …" 969 comments · Page 8 of 39
Satan's minions are operating the govts and all its systems. Do not expect anything righteous and good happening by them for mankind. They create the problems, people react and want solutions and then they implement …
Satan's minions are operating the govts and all its systems. Do not expect anything righteous and good happening by them for mankind. They create the problems, people react and want solutions and then they implement their preplanned abominable NWO agendas...Through "Immigration Reforms" they will implement the whole A.I. Digital ID solutions...DO NOT FALL FOR IT. DO NOT PARTAKE IN ANY OF THE NWO BEAST SYSTEMS
Identity Attack0.27701542
Insult0.35333878
Profanity0.27882218
Threat0.03373172
Severe Toxicity0.023552058
Moderate 0.42985553 Low Con 0.266 Unverified_Claim
Nov 21, 2025 1 likes Thousands of refugees allowed into …
If you think hindu and sikh were problem then i think 3% of Muslim not concentrate at one place See your native place england what happened to them Hindu and sikh came from that land …
If you think hindu and sikh were problem then i think 3% of Muslim not concentrate at one place See your native place england what happened to them Hindu and sikh came from that land which give everyone place who were Slaughter all over the earth But Muslim were those who slaughter them Hari bol ❤
Identity Attack0.5108175
Insult0.40189892
Profanity0.18909787
Threat0.34804323
Severe Toxicity0.23225316
Moderate 0.4274071 Constructive 0.511 Identity Attack
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This happening here in Canada because liberal government they allow this Indians and Muslims to come to our country out of control, the problem is companies hired Indians under the immigration program that rewards them …
This happening here in Canada because liberal government they allow this Indians and Muslims to come to our country out of control, the problem is companies hired Indians under the immigration program that rewards them for hired Indians.
Identity Attack0.5485698
Insult0.25602314
Profanity0.041160982
Threat0.009851551
Severe Toxicity0.02296847
Moderate 0.4269174 Moderate Con 0.395 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Good!! Deport more. Anyone overstaying a visa, any fake refugees, get them all out. Send them back to fix their own countries, not drag those problems here. Failed refugee claimant = economic migrant. Get them …
Good!! Deport more. Anyone overstaying a visa, any fake refugees, get them all out. Send them back to fix their own countries, not drag those problems here. Failed refugee claimant = economic migrant. Get them out! edit: They can have deportations delayed because they might need medical services their country of origin can't provide? F that! Thats medical tourism and we are paying for it. Deport, deport, deport.
Identity Attack0.42615733
Insult0.34203702
Profanity0.22429734
Threat0.06755528
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.485
Dec 24, 2025 1 likes Deportations From Canada at Their …
Immigration in Canada is a huge problem and I find a problem with Muslims and Indians is they don't amalgamate into society and expect everything to be given to them.
Immigration in Canada is a huge problem and I find a problem with Muslims and Indians is they don't amalgamate into society and expect everything to be given to them.
Identity Attack0.55011386
Insult0.26957804
Profanity0.06946823
Threat0.009592636
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.614 Identity Attack
Aug 27, 2025 Why Canadians Are Turning Against …
The problem is indians phase other races out , especially in work
The problem is indians phase other races out , especially in work
Identity Attack0.5135796
Insult0.24928534
Profanity0.1631077
Threat0.012647836
Severe Toxicity0.023411209
Moderate 0.4269174 Low Con 0.276 Identity Attack
Sep 20, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
Time to correct the problem. No more immigrants coming in and shipping the ones here back to their homes. The ones here don't even have the brains to speak French or English. The liberal government …
Time to correct the problem. No more immigrants coming in and shipping the ones here back to their homes. The ones here don't even have the brains to speak French or English. The liberal government has screwed up time and time again, not just immigration, but with many failed ideas. So it's time that we fix the biggest problem, get rid of the failed liberals. May God bless us all
Identity Attack0.41975367
Insult0.42743355
Profanity0.19770569
Threat0.1319513
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.295
Sep 8, 2025 Why Canadians Are Turning Against …
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that …
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that sentiment of universalism is only applied to white countries and it is destroying OUR White culture. And different races are not just about skin color, it's also about culture and IQ levels. Indians with their low racial IQs bring a lot of problems. The man says that color doesn't matter, but Indians care about color. That's why they only hire Indians and discriminate on Whites and other races. Indians are in fact the most racist people in the world. Ignoring race only promotes multiculturalism and that promotes White genocide. Human beings are racial and we should accept it. All immigrants need to understand that they need to STAY home and build a better life for themselves AT home. Not running away to White nations to impose themselves racially, culturally and spiritually. Multiculturalism is White genocide. It destroys US, it destroys OUR homes and our cultures. Our nations need to be 90-95% White and we should only allow those people that truly want to assimilate and leave their cultures behind.
Identity Attack0.46028158
Insult0.38852
Profanity0.085167445
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.57 Fear_Threat
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
Say what you want about Hispanic immigrants. Yes, they bring problems too, but they are Christians, family driven, and have way more in common with the west
Say what you want about Hispanic immigrants. Yes, they bring problems too, but they are Christians, family driven, and have way more in common with the west
Identity Attack0.5485698
Insult0.31740165
Profanity0.10549548
Threat0.011586283
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.464 Identity Attack
Oct 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
5:20 "grape isnt against their culture" is false. this is a MAN issue. men dont find it a problem to violate women and they barely get any punishment for it. look at the files recently …
5:20 "grape isnt against their culture" is false. this is a MAN issue. men dont find it a problem to violate women and they barely get any punishment for it. look at the files recently published by the fbi. you got every type of coloured man hurting kids and women.
Identity Attack0.47178617
Insult0.26957804
Profanity0.15107171
Threat0.29205206
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.427 Moral_Argument
Feb 7, 2026 Inside Canada's Indian Invasion...
It’s not just a problem unique to Canada. The situation in Japan is the same. Their sense of superiority and entitlement is unbelievably arrogant. They stay in our country illegally, work without authorization, throw trash …
It’s not just a problem unique to Canada. The situation in Japan is the same. Their sense of superiority and entitlement is unbelievably arrogant. They stay in our country illegally, work without authorization, throw trash on the streets, and aggressively and inappropriately approach underage girls in school uniforms. More and more cafes and shops in our country are refusing to accept Indians. They accuse us of racism, but we don’t care. Indians really make our society tired and are creating prejudice themselves.
Identity Attack0.4911651
Insult0.41530323
Profanity0.08290444
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.591 Fear_Threat
Feb 5, 2026 3 likes Inside Canada's Indian Invasion...
So what's the problem. Just leave canada and America if you don't like indians. You guys can go to Antarctica or something like that 😂😂😂😂
So what's the problem. Just leave canada and America if you don't like indians. You guys can go to Antarctica or something like that 😂😂😂😂
Identity Attack0.4931391
Insult0.24928534
Profanity0.089693464
Threat0.021127338
Severe Toxicity0.023076924
Moderate 0.42568782 Low Con 0.233 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I’ve been going to USA a lot this year. No problems whatsoever. Super fast and easy. Too bad Trudeau destroyed the Canadian dollar with his debt tho. Exchange rate sucks.
I’ve been going to USA a lot this year. No problems whatsoever. Super fast and easy. Too bad Trudeau destroyed the Canadian dollar with his debt tho. Exchange rate sucks.
Identity Attack0.002273678
Insult0.117813475
Profanity0.1802649
Threat0.00042415396
Severe Toxicity0.000024961208
Moderate 0.4216625
Dec 8, 2025 37 likes
Brampton has been Brown Town since the 90s and nothing wrong with that. Same thing happend in Surrey in BC. The mass immigration of Indians lately to these areas is because that's where their beachhead …
Brampton has been Brown Town since the 90s and nothing wrong with that. Same thing happend in Surrey in BC. The mass immigration of Indians lately to these areas is because that's where their beachhead is so to speak. The problem is the low quality of immigrants. For some reason the new influx are like the gypsies of the Indian people. They are scammers and cheaters. Other Indians don't want them around either. Look at the politicians and the government administrators, the college deans that had 9/1 Indian to Canadians. They aren't held accountable. They got promotions.
Identity Attack0.458714
Insult0.4339631
Profanity0.15812257
Threat0.013269233
Severe Toxicity0.023076924
Moderate 0.41910073 Constructive 0.55 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Alberta having the India BRATS over populated drug trafficking from India problem.
Alberta having the India BRATS over populated drug trafficking from India problem.
Identity Attack0.46028158
Insult0.40243408
Profanity0.16264248
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.41910073 Low Con 0.209 Unverified_Claim
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian immigrants are actually nice and repectful towards everyone The only problem with immigrants are the terrorists that come from middle east
Indian immigrants are actually nice and repectful towards everyone The only problem with immigrants are the terrorists that come from middle east
Identity Attack0.5051609
Insult0.2735258
Profanity0.12991914
Threat0.01508414
Severe Toxicity0.023076924
Moderate 0.41690505 Moderate Con 0.412 Identity Attack Identity_Assertion
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
Brampton resident here. It’s a living nightmare. You know why our insurance is the highest in the country? Indians drive drunk. If you are white teenager you cannot find a job unless your last name …
Brampton resident here. It’s a living nightmare. You know why our insurance is the highest in the country? Indians drive drunk. If you are white teenager you cannot find a job unless your last name is Patel or Singh. Most Indians are friendly and I don’t have a problem with them. They come to Brampton because in Punjab they have posters of Brampton on their travel agencies to be among their people. Now the guy on the bike, lmao. Thanks Tyler for making the bike guy our white ambassador. Brampton resident here. It’s a living nightmare. You know why our insurance is the highest in the country? Indians drive drunk. If you are a white teenager, you cannot find a job unless your last name is Patel or Singh. Most Indians are friendly, and I don’t have a problem with them. They come to Brampton because in Punjab, they have posters of Brampton in their travel agencies to be among their people. Now, the guy on the bike, lmao. Thanks, Tyler, for making the bike guy our white ambassador.
Identity Attack0.46028158
Insult0.36537176
Profanity0.20808282
Threat0.02924249
Severe Toxicity0.023223408
Moderate 0.41168427 Constructive 0.712 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
50% of East Indians are Muslims my problem is not with people its with religions and not just 1
50% of East Indians are Muslims my problem is not with people its with religions and not just 1
Identity Attack0.5135796
Insult0.19500497
Profanity0.12903778
Threat0.013372798
Severe Toxicity0.023129508
Moderate 0.41168427 Moderate Con 0.441 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and …
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and the city was a great blue collar town to spend time in… ever since the Indian invasion I almost never go, seeing people defaecate and urinate frequently in public, the abhorrent driving, the dirtiness, & the incredible rudeness of the Indian population has made me not visit in yrs now. It’s getting worse in other areas like Niagara as well, where the same problem is occurring. What kills me is that if anyone who’s white speaks up about this the pathetic liberals instantly call you a “bigot” or a “Racist” for simply stating facts and expressing how MANY of us are feeling. A vast majority of Canadians had NO problem with the initial influx of Indians moving here in the early 2000’s they came over we’re very respectful, assimilated, became Canadians, & respected Canada and Canadians… this last 15 yrs has been the exact opposite.
Identity Attack0.4453683
Insult0.40243408
Profanity0.26735115
Threat0.030623792
Severe Toxicity0.023927659
Moderate 0.41168427 Constructive 0.738 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They trash their country and now they come here and do the same, they use and destroy everything true Canadian build. We Canadian are way too nice when the 40 year old "student" say he …
They trash their country and now they come here and do the same, they use and destroy everything true Canadian build. We Canadian are way too nice when the 40 year old "student" say he never had any discrimination this is part of the problem because I'm willing to bet my life that the vast majority of true Canadian can't stand them. Mark my word, hate will make a comeback for Indian and the race card will be use.
Identity Attack0.46028158
Insult0.34626248
Profanity0.06495911
Threat0.021472665
Severe Toxicity0.023076924
Moderate 0.40891263 Constructive 0.508
Oct 30, 2025 Inside Canada's Indian Metropolis (Brampton)
They live in Brampton and commute everywhere in the GTHA and beyond. Their presence isn’t actually a problem, but their behaviour has made their presence a problem. That white man in front of Tim hortons …
They live in Brampton and commute everywhere in the GTHA and beyond. Their presence isn’t actually a problem, but their behaviour has made their presence a problem. That white man in front of Tim hortons is a lil ignorant tho, intelligence may be an issue but I’d say the bigger issue is customer service , communication, understanding and laziness. Cannot be bothered to do their job correctly or maintain a comprehension level higher than a kindergarten student. It’s soooooo problematic.
Identity Attack0.30256465
Insult0.4534306
Profanity0.04892669
Threat0.006874025
Severe Toxicity0.011444092
Moderate 0.40336934 Constructive 0.52 Policy_Critique
Jan 30, 2026 2 likes Inside Canada's Indian Invasion...
Problem is they are not white
Problem is they are not white
Identity Attack0.48949075
Insult0.16809943
Profanity0.12374964
Threat0.010343489
Severe Toxicity0.02167734
Moderate 0.4014846 Low Con 0.205
Nov 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Overpopulation of India is a problem for the entire world.
Overpopulation of India is a problem for the entire world.
Identity Attack0.48915586
Insult0.24424846
Profanity0.10301965
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.211
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Your pal Warren Kinsella is saying “conservatives are taking out their problems on immigrants”…. Can someone straighten his teenager brain out?
Your pal Warren Kinsella is saying “conservatives are taking out their problems on immigrants”…. Can someone straighten his teenager brain out?
Identity Attack0.09659086
Insult0.46173862
Profanity0.043415543
Threat0.012854968
Severe Toxicity0.012703998
Moderate 0.4014846 Moderate Con 0.326 Meta_Commentary
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.