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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: "There is a very dangerous …" 91 comments · Page 2 of 4
As a sovereign tribal man originating from the very soil you all live upon, the mass immigration is a threat to my people, and our women and children are being attacked and kidnapped at gun …
As a sovereign tribal man originating from the very soil you all live upon, the mass immigration is a threat to my people, and our women and children are being attacked and kidnapped at gun point . We are all in danger as they are flooding this sacred land with criminals.
Identity Attack0.36702603
Insult0.34135336
Profanity0.0715894
Threat0.18913531
Severe Toxicity0.021031776
Moderate 0.38434127 Constructive 0.562 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Why did you people reward the liberals for this dangerous incompetence
Why did you people reward the liberals for this dangerous incompetence
Identity Attack0.13377325
Insult0.40243408
Profanity0.049678206
Threat0.008738215
Severe Toxicity0.008049011
Moderate 0.37751234 Low Con 0.206 Policy_Critique
Aug 4, 2025 How Canada broke its immigration …
Look what happened to Paris. It's disgusting and dangerous. Look at Vienna!!! Meanwhile, in Poland.........sunshine and rainbows....😁.
Look what happened to Paris. It's disgusting and dangerous. Look at Vienna!!! Meanwhile, in Poland.........sunshine and rainbows....😁.
Identity Attack0.105836816
Insult0.3388922
Profanity0.054437835
Threat0.0103175985
Severe Toxicity0.00869751
Moderate 0.3389984 Moderate Con 0.365
Nov 25, 2025 Quebec Ends Economic Immigration Program …
IT IS URGENT THAT THE GOVERNMENT INVESTIGATE ALL THOSE MAFIA CITIZENS WHO ENTERED CANADA AS STUDENTS FROM INDIA WITH FALSE INFORMATION. IT IS DEFINITELY A GREAT DANGER FOR CANADA SINCE THEY ARE MAFIA PEOPLE,AND THANKS …
IT IS URGENT THAT THE GOVERNMENT INVESTIGATE ALL THOSE MAFIA CITIZENS WHO ENTERED CANADA AS STUDENTS FROM INDIA WITH FALSE INFORMATION. IT IS DEFINITELY A GREAT DANGER FOR CANADA SINCE THEY ARE MAFIA PEOPLE,AND THANKS TO THE MAFIA LIBERAL PARTY THAT OPENED THE DOORS FOR THEM.
Identity Attack0.30256465
Insult0.3393024
Profanity0.028640235
Threat0.010239923
Severe Toxicity0.011672974
Moderate 0.3389984 Moderate Con 0.346
Sep 29, 2025 IRCC Names India in Study …
Yes I have found that Indian people here in the Fraser Valley BC are pleasant and friendly at Tim Hortons. However, it's strange that only Indians work at Tim's shouldn't there be a mix of …
Yes I have found that Indian people here in the Fraser Valley BC are pleasant and friendly at Tim Hortons. However, it's strange that only Indians work at Tim's shouldn't there be a mix of cultures? Unfortunately however, quite a few In dian folks have shared drivers licenses ! Truckers too. That's dangerous. As well some have tried to get In surance money by causing " "accidents" and claimed to be injured. So In dians are definitely good at lying and cheating etc. I find that large statue atrocious and UGLY and does not belong in Canada. Too big and ugly too
Identity Attack0.37953663
Insult0.26957804
Profanity0.07449899
Threat0.012440704
Severe Toxicity0.01483436
Moderate 0.33504707 Constructive 0.785 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Hindu castiest beliefs and it's effects are true Hindu fatigue 🚩🚩🚩 India is a great place but Those beliefs are dangerous Read about them Hindu castiest beliefs and the action done by each God , …
Hindu castiest beliefs and it's effects are true Hindu fatigue 🚩🚩🚩 India is a great place but Those beliefs are dangerous Read about them Hindu castiest beliefs and the action done by each God , I don't think even adult can read those verse What's ghe effect? Castiesm So corruption can be justified It's Ill effects world is seeing As it was within the country for thousand of years ,
Identity Attack0.37655997
Insult0.34032786
Profanity0.14402086
Threat0.064645745
Severe Toxicity0.02439716
Moderate 0.33255672 Constructive 0.547
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
If based Europeans wanted to become US Citizens, I feel like we would have a more homogeneous country! Europeans, you're in danger! Apply to be a US Citizen!!
If based Europeans wanted to become US Citizens, I feel like we would have a more homogeneous country! Europeans, you're in danger! Apply to be a US Citizen!!
Identity Attack0.36702603
Insult0.1378885
Profanity0.05543986
Threat0.027688526
Severe Toxicity0.013866014
Moderate 0.3260917 Moderate Con 0.391 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
There's a new drive of Americanisation happening in other countries in terms of political beliefs and that is very dangerous and sad to see. Ignorance and narrow mindedness will not bring prosperity to your lands.
There's a new drive of Americanisation happening in other countries in terms of political beliefs and that is very dangerous and sad to see. Ignorance and narrow mindedness will not bring prosperity to your lands.
Identity Attack0.094936445
Insult0.336253
Profanity0.018802373
Threat0.0074436385
Severe Toxicity0.004119873
Moderate 0.32236105 Constructive 0.583 Fear_Threat
Nov 21, 2025 4 likes Quebec Ends Economic Immigration Program …
i used to live in Brampton but me and my family moved because of how dangerous the area was caused by Indians and the parks where always covered in needles or diff illegal substances and …
i used to live in Brampton but me and my family moved because of how dangerous the area was caused by Indians and the parks where always covered in needles or diff illegal substances and we where scared to drive bc of the terrible driving situation
Identity Attack0.3817989
Insult0.16751462
Profanity0.06746418
Threat0.011819307
Severe Toxicity0.013155893
Moderate 0.31547862 Constructive 0.534 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Problem is not with Indians anywhere in the world. But people are still not awre where the real danger is ☪️😂
Problem is not with Indians anywhere in the world. But people are still not awre where the real danger is ☪️😂
Identity Attack0.34649673
Insult0.082619295
Profanity0.10549548
Threat0.026479885
Severe Toxicity0.017481172
Moderate 0.30993456 Low Con 0.295
Nov 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Honestly, the only problem I see here…. is Tyler. The dude is constantly “investigating” people of color and exposing their “wrongdoings”. Why aren’t there videos of him exposing white people taking over Bali, Mexico City, …
Honestly, the only problem I see here…. is Tyler. The dude is constantly “investigating” people of color and exposing their “wrongdoings”. Why aren’t there videos of him exposing white people taking over Bali, Mexico City, Costa Rica and the issues it causes for the locals who cant afford their rent anymore? Why not investigate what really happened to our food prices when the tariffs were implemented? Or how corporate profits are at all time highs when the middle class is struggling. Or maybe expose the real data behind the ICE arrests and how 70%+ of those being captured/deported have never committed a crime in the US… His videos re-enforce a narrative that is incredibly toxic and dangerous for the United States and world as a whole. Let me set this straight, immigration isn’t inherently a bad thing, people of color aren’t the only ones that do wrong things, do your own independent research and stop watching this guys videos.
Identity Attack0.32184324
Insult0.17486192
Profanity0.035148825
Threat0.009618527
Severe Toxicity0.008964539
Moderate 0.30854854 Constructive 0.681 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Very poor show. You shouldn't have shown the guy's face. No one was ever going to stab you You were never in any danger. Doing weird camera angles playing a loud heartbeat and dangerous music …
Very poor show. You shouldn't have shown the guy's face. No one was ever going to stab you You were never in any danger. Doing weird camera angles playing a loud heartbeat and dangerous music doesn't make it dangerous.. But they putting all that effort for you and gave you a place to stay and you didn't pay them a penny.
Identity Attack0.006881601
Insult0.13245803
Profanity0.04516909
Threat0.13815513
Severe Toxicity0.010910034
Moderate 0.30716252 Constructive 0.58
Jan 27, 2026 Inside Canada's Indian Invasion...
WOW VERY DANGEROUS SIR 😠😠 BUT SIR MY INDIA IS THE REAL SUPERPOWER 🤗🇮🇳 WE HAVE THE BEST INFRASTRUCTURE AND HIGHSPEED RAIL 🤗🇮🇳 THIS WHY IM SO LUCKY LIVE IN SUPER INDIA THE CLEANEST COUNTRY …
WOW VERY DANGEROUS SIR 😠😠 BUT SIR MY INDIA IS THE REAL SUPERPOWER 🤗🇮🇳 WE HAVE THE BEST INFRASTRUCTURE AND HIGHSPEED RAIL 🤗🇮🇳 THIS WHY IM SO LUCKY LIVE IN SUPER INDIA THE CLEANEST COUNTRY IN THE WORLD 🇮🇳🤗 , WE NEVER SCAM! WE GIVE RESPECT TO ALL WOMEN THEY CAN WALK SAFELY ALONE AT NIGHT AND WE HAVE CLEAN FOOD AND TOILET EVERYWHERE 🇮🇳🤗🚽, I KNOW MANY MORE PEOPLE JEALOUS WITH SUPER RICH INDIA 🤗🇮🇳🤗🇮🇳🤗🇮🇳🤗🇮🇳🤗🇮🇳🤗🇮🇳🤗🇮🇳 INDIA SUPER CLEAN
Identity Attack0.1294935
Insult0.1087965
Profanity0.124631
Threat0.021472665
Severe Toxicity0.023076924
Moderate 0.30452284 Constructive 0.558 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Tyler, please come to Turkey and find a solution to the problem of "keko" (street thugs or those who arm themselves and harass people), but be careful, they are dangerous.
Tyler, please come to Turkey and find a solution to the problem of "keko" (street thugs or those who arm themselves and harass people), but be careful, they are dangerous.
Identity Attack0.21866
Insult0.1935001
Profanity0.040910475
Threat0.07399795
Severe Toxicity0.010070801
Low Tox 0.2854971 Constructive 0.585 Comparative_Framing
Feb 22, 2026 Inside Canada's Indian Invasion...
Most of are Europeans and they still follow European culture, religion & lifestyle. Same Racism, hatred, violence, alcoholism, drugs, indecent clothes & behavior in public, they are on big government, army, political posts, same exploitation …
Most of are Europeans and they still follow European culture, religion & lifestyle. Same Racism, hatred, violence, alcoholism, drugs, indecent clothes & behavior in public, they are on big government, army, political posts, same exploitation like they were doing at time of colonial times. They looks modern but no change in their mentality & ideology. Even today they can’t tolerate different skin colors, cultures, religions etc. this should be changed. Racism & hatred is going out of control in Canada. Canadian government should take step against it. Right now Canada became world’s most dangerous country for immigrants & ‘non European’ people. It should be changed.
Identity Attack0.2816105
Insult0.15414265
Profanity0.04291453
Threat0.013702838
Severe Toxicity0.012574885
Low Tox 0.27975297 Moderate Con 0.433
Aug 25, 2025 Why Canadians Are Turning Against …
The, 'CULTURAL ARROGANCE', of the, we can do anything we want culture. We can have as many gangs as we want, we can have as many guns as we want, we can do as many …
The, 'CULTURAL ARROGANCE', of the, we can do anything we want culture. We can have as many gangs as we want, we can have as many guns as we want, we can do as many shootings as we want, we can drive as dangerously as we want, we can do as many extortion attempt shootings as we want, we can operate our dumptrucks/oversize vehicles as recklessly as want, we can hit as many overpasses as we want, we dont have to have customer service skills, nor be able to communicate so you understand us, and on and on! "Immigration without Assimilation is an Invasion." Indians are the number one threat to our society and our safety! You say, 'Racist', I say, 'Realist.'
Identity Attack0.028886627
Insult0.15911613
Profanity0.049928714
Threat0.20938614
Severe Toxicity0.01322045
Low Tox 0.27975297 Moderate Con 0.378 Fear_Threat
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
There is a very dangerous and disturbing trend happening where openly racist people are being praised as "honest"! It's one thing closing your borders to immigrants but it's a whole other thing trying to institutionalise …
There is a very dangerous and disturbing trend happening where openly racist people are being praised as "honest"! It's one thing closing your borders to immigrants but it's a whole other thing trying to institutionalise racism! Seeing people praising the bike guy as "honest" is quite frankly very disturbing and sad!
Identity Attack0.17769934
Insult0.18604483
Profanity0.020783609
Threat0.0076119336
Severe Toxicity0.00541687
Low Tox 0.2786282 Constructive 0.665 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I was just thinking how this was the first video in awhile where Tyler or video man wasn't put in danger and then Tyler goes AND PUTS HIMSELF IN DANGER
I was just thinking how this was the first video in awhile where Tyler or video man wasn't put in danger and then Tyler goes AND PUTS HIMSELF IN DANGER
Identity Attack0.01139534
Insult0.03665562
Profanity0.08225787
Threat0.079364374
Severe Toxicity0.01393057
Low Tox 0.27412915 Moderate Con 0.471 Meta_Commentary
Feb 5, 2026 Inside Canada's Indian Invasion...
Refugee=Africa! Clearly it is not a refugee program but an economic one. Africans should be supported in other ways not to be led to apply for refugee because they are not in danger!
Refugee=Africa! Clearly it is not a refugee program but an economic one. Africans should be supported in other ways not to be led to apply for refugee because they are not in danger!
Identity Attack0.30103904
Insult0.06564732
Profanity0.026180768
Threat0.009178371
Severe Toxicity0.008087158
Low Tox 0.2553839 Moderate Con 0.438
Nov 22, 2025 Thousands of refugees allowed into …
It’s crazy to me that it’s even being allowed to welcome even more immigrants. Our healthcare, housing etc is stretched so thin it’s dangerous. Try getting a Dr if yours retires! They need to send …
It’s crazy to me that it’s even being allowed to welcome even more immigrants. Our healthcare, housing etc is stretched so thin it’s dangerous. Try getting a Dr if yours retires! They need to send more back to perhaps other countries that will accept them. That alone will save Canada money.
Identity Attack0.18002926
Insult0.15485314
Profanity0.027683776
Threat0.008414571
Severe Toxicity0.006980896
Low Tox 0.25462922 Constructive 0.604 Economic_Argument
Dec 28, 2025 Deportations From Canada at Their …
Indian here, our government have been requesting Canadian government to sent these Punjabis back home. They’re not even sending back dangerous people and allowed to “seek asylum” against jail time in India. I have no …
Indian here, our government have been requesting Canadian government to sent these Punjabis back home. They’re not even sending back dangerous people and allowed to “seek asylum” against jail time in India. I have no idea why Canadian government would allow this to happen to their own country.
Identity Attack0.28883415
Insult0.0836065
Profanity0.016821137
Threat0.010110466
Severe Toxicity0.007171631
Low Tox 0.25462922 Constructive 0.602
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
3:27 - and that’s the problem- self worried. I worry about my kids future and serving God not myself. Self centered people are the dangers of free society. They don’t worry about losing freedom as …
3:27 - and that’s the problem- self worried. I worry about my kids future and serving God not myself. Self centered people are the dangers of free society. They don’t worry about losing freedom as long as it seems it will outlast them It’s an issue in Rural East TN. All the gas stations, even the old ones off the main hwys that used to be where all the old local generation would gather and drink coffee and eat breakfast….those places sold out to 🇮🇳 It’s insane
Identity Attack0.053399716
Insult0.17734702
Profanity0.030890211
Threat0.007922632
Severe Toxicity0.004501343
Low Tox 0.2524482 Constructive 0.654 Fear_Threat
Feb 27, 2026 Inside Canada's Indian Invasion...
So essentially 3 tiers of Indian come(Hamiltonian here who worked in the GTA for awhile) They got pumped in and don't like eachother and look down at the lower tiers ones. They won't even hire …
So essentially 3 tiers of Indian come(Hamiltonian here who worked in the GTA for awhile) They got pumped in and don't like eachother and look down at the lower tiers ones. They won't even hire other Indians anymore since they have the options of only their type. They erased several industries at this point, most small business are forgien owned, Indian or middle eastern. They can't drive (just google India driving) theirs a couple feet of snow and they just floor it around sliding through intersections while playing candy crush or what ever Every business that is fast food place is almost exclusively Indian to the point the "white point game" isn't even playable. They buy up insane amounts of properties because they bring thier entire family on different visas and many just stay till they get deported as they bring that money home with them. Every student housing is filled with Indians, every one bedroom has 30 of them living in it. Most starter homes where cheap so they bought them to flip with thier combined money. Security sector is filled with them exclusively because it's the highest amount of money they can make here without any skills .(Most are 0 skilled). Schools all had to cut staff in half because when we cut funding and spots for people coming to our universitys they lost half thier income. Crime rate went way up. My city is really bad for human trafficking and aex trafficking. Many come to our city since it's far enough away to commit crimes. Many get 0 consequences because again.. Illegally overstaying a visa is deportation. Doug Ford literally gave everyone 200$ before an election...like how corrupt and garbage is this country. Now we have Indian only business that can't speak English, similar to the daycare issue. Job postings for specific races or language s only. Mind you everything just stated is also being done by the Arabs and Somalis and Nigerians. Many of these people coming here are "escaping dangerous situations" Wich means criminals who want to start again. Somehow these people with 0 resources have the money to buy million dollar properties 😂 Also don't forget, it's a hate crime to say or do many things about this and could land you in jail or worse. Much of Canada are college towns and those idiot kids want more
Identity Attack0.28034934
Insult0.113185234
Profanity0.087430455
Threat0.018019408
Severe Toxicity0.0125103295
Low Tox 0.25084448 Constructive 0.658 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Um so tired of going to a store all immigrants working. Make a phone call it's answered by an immigrant. You can't understand them . I love on ccpd I don't get old age pension …
Um so tired of going to a store all immigrants working. Make a phone call it's answered by an immigrant. You can't understand them . I love on ccpd I don't get old age pension yet. I'm too old to get the child tax credit and I'm on a Canada pension disability. I get 713.00 a min to live on. Period. That's it. 😢😢😢 I struggle every day. I live in a seniors housing complex..so my rent is adjusted to fit my income. Thank God for housing I'd be homeless if it wasn't for them. 😢😢 But the immigrants have money. Have jobs. Drive new cars. Get free rent for a year. I waited 9.5 hours at the emergency😢😢 not the Indians they have Indian drs that work there for them. How in the hell is this ok. I ended up leaving the emergency I couldn't wait any longer. I sat there in pain all that time and two Indian families came in during that time and within 20 min at the most they were in and out. They even have an advertisement in the emergency room in their language with all the Indian drs working there. Wtf is going on. I'm tired of seeing these people. They are opening businesses here. Everything you see now is written in English, French and Indian. They call it our third language now. There are building going up that have only immigrants in them. A d I live in a small town but the city. Come on. They stopped saying the Lord's prayer in schools. They can't say Merry Christmas. Christmas concerts are called Holliday concerts now. Our kids don't know the national a them they stopped that. They don't know the Lord's prayer they stopped that. The schools are changed to not make other nationalities feel bad. They get their Holliday's off and our Holliday's off..why? We don't get their off. Yeah I'm just a plain white person who lived in Canada all my life. 64 years. I've never seen this in my days. Never. Everything is destroyed. This feels like India 😢😢😢. We have to stop this. They need to leave. They are not here because of war or danger for their lives. They are here to take the jobs, take over our culture and country. Now we have to be careful what we say or were called racist. I'm white I lived in the hood all my life. With black people. I have alot of black friends even family but this is so damn reducilous. Who are they a d why are they here. Canada doesn't take care of us any more. Or help us people who need it. We are homeless in the streets you don't see Indians homeless, hell no. So Carney step up a x fix what Trudeau ruined. Please. This is not the country I'm used to it's India. Not Canada. I have friends from Ukraine. Now they are brought here because of the war. I get it. But they have their own immigration dr. And they've been here 2.5 years if that and bought their own home a year ago. How is this possible? The first year Canada paid their rent for a year. I live on 713.00 a month. He's a month. I live in seniors housing. I can't get enough to live on. I struggle every day😢😢😢 no one will help me. I'm alone and have nothing while Canada is supporting these immigrants and saying to hell with you if your Canadian . Yes I said it. How can someone live in what I get a month. I don't get anything else and like I said if it wasn't for housing I'd be in the street while Canada brings over immigrants from India that are not here because of war. Just to make more money to send home and take everything from us. They are laughing at us everyone is. Wake up people. We are the minority in our own country😢😢😢😢😢 I'm so done
Identity Attack0.21470967
Insult0.100019015
Profanity0.034146797
Threat0.007586042
Severe Toxicity0.008773804
Low Tox 0.25084448 Constructive 0.81
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know …
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know that's a lie. So many don't want to learn english, assimilate to Canadian cultures and their entitlement is next level. They think they are above the law. If they love their culture so much and don't want to change...don't come to a better country like Canada just to make our country shit. The first guy speaking truth, even knows it's too much and out of control. And I can assure you all these so called doctors and engineers and so forth aren't the majority of immigrants coming in - being an amazon driver, working at Tim's or a gas station isn't a special skill set. And the smuggler guy - yeah those are exactly the type of people we want in our countries...they are shady, dangerous and break law as like it's a proper day job.
Identity Attack0.1808059
Insult0.1469393
Profanity0.02030538
Threat0.008013252
Severe Toxicity0.0063323975
Low Tox 0.2412222 Constructive 0.593 Policy_Critique
Jan 28, 2026 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.