Skip to content
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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "I see them and I …" 1,182 comments · Page 10 of 48
it's easier for European immigrants to assimilate because their culture is similiar! if you want to see white folks not assimilating just go to Asia and you'll see white folks who have lived there for …
it's easier for European immigrants to assimilate because their culture is similiar! if you want to see white folks not assimilating just go to Asia and you'll see white folks who have lived there for 10-15 years and not even speak the local language! They change certain neighborhoods to "expat" neighborhoods with their bars and clubs and all that western garbage! This is not that different! If Indians immigrated to a south Asian country they would have no problem assimilating! These European immigrants of the olden days talk about their assimilation in to Canada as if they were assimilating into an entirely new culture. Please self reflect!
Identity Attack0.5135796
Insult0.40243408
Profanity0.2882351
Threat0.014048163
Severe Toxicity0.02425631
Moderate 0.44573322 Constructive 0.569 Identity Attack
Sep 19, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
You know there is a huge difference between the Indian shelter or their church and the shelter for homeless people. They seem to be good working families compared to the drug white addicts. You can …
You know there is a huge difference between the Indian shelter or their church and the shelter for homeless people. They seem to be good working families compared to the drug white addicts. You can blame immigrants all you want, but see your own people lost in drugs and not do anything
Identity Attack0.5124616
Insult0.40243408
Profanity0.15985115
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.44573322 Constructive 0.574 Identity Attack
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I see whyte Canadians yes the same ones who complaining treat these indians with more respect than they do black Canadians, they would rather employ a indian than a black Canadian.
I see whyte Canadians yes the same ones who complaining treat these indians with more respect than they do black Canadians, they would rather employ a indian than a black Canadian.
Identity Attack0.55044734
Insult0.30326313
Profanity0.07611542
Threat0.007832011
Severe Toxicity0.02077355
Moderate 0.44393396 Moderate Con 0.393 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
@Tyleroliveira you got to see all of canada its all this bad winnipeg MB is also really bad no workers are white
@Tyleroliveira you got to see all of canada its all this bad winnipeg MB is also really bad no workers are white
Identity Attack0.5124616
Insult0.3388922
Profanity0.096805766
Threat0.010576514
Severe Toxicity0.023076924
Moderate 0.44393396 Moderate Con 0.341 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Blaming India will not help . Gov. Of India told Canadian counterparts that criminals are using fake degrees to go study in Australia and Canada but you guys were making 4x tuition and took the …
Blaming India will not help . Gov. Of India told Canadian counterparts that criminals are using fake degrees to go study in Australia and Canada but you guys were making 4x tuition and took the money and those criminals . They were never Indin student . They came to join the Brampton Khalistani army . You will see them soon . Just know India warned you and you took the Khalistani side . Don’t call them Indian . As far as India’s prospective they are Canadian Khalistani terrorist 😊
Identity Attack0.48915586
Insult0.43158367
Profanity0.050680235
Threat0.031314444
Severe Toxicity0.023076924
Moderate 0.44039994 Moderate Con 0.454
Sep 28, 2025 IRCC Names India in Study …
I see more Negros.and Muslims in Edmonton than peopleof my culturalbackground....with deep roots and mixed background....deep roots.. You'd do well to remember....you never had an empire gete..
I see more Negros.and Muslims in Edmonton than peopleof my culturalbackground....with deep roots and mixed background....deep roots.. You'd do well to remember....you never had an empire gete..
Identity Attack0.5135796
Insult0.36798462
Profanity0.22673377
Threat0.00948907
Severe Toxicity0.023645958
Moderate 0.4402136 Constructive 0.651 Identity Attack
Aug 27, 2025 Why Canadians Are Turning Against …
Seriously they’re taking over. Everywhere I go I see them I go for a ride uber there’s a paki driving go to a store and they’re serving me we need to destroy this spawner.
Seriously they’re taking over. Everywhere I go I see them I go for a ride uber there’s a paki driving go to a store and they’re serving me we need to destroy this spawner.
Identity Attack0.46028158
Insult0.3416952
Profanity0.29209393
Threat0.34913966
Severe Toxicity0.044870634
Moderate 0.4402136 Moderate Con 0.443 Fear_Threat
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
It is funny coming from a Jamaican who obviously came from somewhere. Why are you making these sort of videos? I mean, most of these are handpicked by the right to spread division and hate. …
It is funny coming from a Jamaican who obviously came from somewhere. Why are you making these sort of videos? I mean, most of these are handpicked by the right to spread division and hate. Maybe we should advocate for mass deportation, including people like you but then you'd oppose that, wouldn't you. When a racist sees you, you are just non white, Jamaican.
Identity Attack0.4907465
Insult0.3406697
Profanity0.15019037
Threat0.029587816
Severe Toxicity0.023076924
Moderate 0.44002727 Moderate Con 0.493
Aug 25, 2025 Why Canadians Are Turning Against …
Come to Alberta if you wanna see some racist
Come to Alberta if you wanna see some racist
Identity Attack0.3817989
Insult0.36798462
Profanity0.10425757
Threat0.027515862
Severe Toxicity0.02116089
Moderate 0.44002727 Low Con 0.288 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Heard from my nephews who are studying in Canada. They see more foreigners than Canada. Do expect such foreigners movement. A lot countries have the same issue. It is happening to my country (Singapore) now. …
Heard from my nephews who are studying in Canada. They see more foreigners than Canada. Do expect such foreigners movement. A lot countries have the same issue. It is happening to my country (Singapore) now. And it is frustrating that these foreigners do not bother to integrate into our culture. Sickening. They are here for their own benefits.
Identity Attack0.44690517
Insult0.46476576
Profanity0.04491858
Threat0.0079873605
Severe Toxicity0.016190045
Moderate 0.4398409 Constructive 0.592 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
It's really fascinating to see White people complain about immigration, whilst living on stolen land.
It's really fascinating to see White people complain about immigration, whilst living on stolen land.
Identity Attack0.50588524
Insult0.34032786
Profanity0.09868695
Threat0.010990778
Severe Toxicity0.020902663
Moderate 0.4398409 Low Con 0.283 Identity Attack
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Seeing the church get turned into a hindu temple grossed me right out
Seeing the church get turned into a hindu temple grossed me right out
Identity Attack0.48915586
Insult0.29855028
Profanity0.2637234
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.43965456 Moderate Con 0.333 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Well India everywhere even in Indonesia we have Tamil descendants bring by British in sumatera as slavery for plantations now they have many descendants, well we see them have DIRTY bloodline as slave and they …
Well India everywhere even in Indonesia we have Tamil descendants bring by British in sumatera as slavery for plantations now they have many descendants, well we see them have DIRTY bloodline as slave and they have darkest brown skin(KELING) and we calling them "KELING" people because sunburns when they worked as farmers
Identity Attack0.4830652
Insult0.40243408
Profanity0.26607355
Threat0.13245705
Severe Toxicity0.16960317
Moderate 0.4394682 Moderate Con 0.493
Aug 27, 2025 Why Canadians Are Turning Against …
@14:40 One thing about the Hindu-ism what I've seen and learnt is, they hate, harass & conspire agaivst everybody who isn't Hindu. They don't spare Muslims, Christians, even the lower caste Hindus. What you are …
@14:40 One thing about the Hindu-ism what I've seen and learnt is, they hate, harass & conspire agaivst everybody who isn't Hindu. They don't spare Muslims, Christians, even the lower caste Hindus. What you are seeing is all It's all fake & rehearsed.
Identity Attack0.5108175
Insult0.3486032
Profanity0.11354194
Threat0.058503386
Severe Toxicity0.023076924
Moderate 0.43475235 Constructive 0.553 Identity Attack Unverified_Claim
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Caribbean Indian, I hate how these Indians from India have twisted the perspective towards Indians across the world. They’re so problematic. And Im from Trinidad but everyone assumes I’m from India and I …
As a Caribbean Indian, I hate how these Indians from India have twisted the perspective towards Indians across the world. They’re so problematic. And Im from Trinidad but everyone assumes I’m from India and I hate it. Just cuz i look like you doesn’t mean I’m from your homeland. And to the Canadians, just cuz I look like them doesn’t mean you can assume I’m from India. I have never been to India so stop assuming I’m from there. Imagine seeing an Asian person in markham and assuming they’re from China and speak Chinese when their family has been in Canada for generations.
Identity Attack0.48990932
Insult0.38852
Profanity0.32120174
Threat0.02855184
Severe Toxicity0.023880709
Moderate 0.43230394 Constructive 0.634 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our movies, award shows, Olympic shows, they se xualize children and trans is another way to castrate to end goal of legalizing pe do phelia. Demonize Christianity as our God is the only one they fear. Take total control of everything in our lives until we give up. The government gave us maid, the bioweapon needle of which Trudeau owns a patent. The immigrants don’t care as government funds them with tax payer dollars yearly (from an immigrant $82 000. Per yr) I worked for 30 yrs and never made that amount. So bankrupting our pension funds because pretty sure that was done decades ago purposefully. Immigrants get way more than a persons pension which is no longer enough to live on and if you get sick you can opt out of life. Globalists are a death cult. You can see it in the decline destruction of so many countries, how they go after children, the men and women born to their countries, how they cause division, how they laugh in our faces. So immigrants if you think that you have it made don’t be surprised when they come for you. Trump is the only leader who is taking these people out. He has people behind him protecting him. He has been in a war with the globalists since he was first elected president. Before Trump there were people fighting against the plans of these elites. They feed on fear, hopelessness, anger, despair, so do not let them put you in that low vibration. Be hopeful, loving, joyful, peaceful, show strength protest the government, the judiciary look into common law as opposed to maritime law. We have been lied to about history, medicine, natural medicine they demonized, religion, education, etc Think critically, and pray get close to God.
Identity Attack0.42615733
Insult0.40420914
Profanity0.22889622
Threat0.13127698
Severe Toxicity0.02378681
Moderate 0.43230394 Constructive 0.614
Sep 8, 2025 Why Canadians Are Turning Against …
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)
no one is suppressed in punjab , go there and see , everybody happy and partying ....if arresting drug lord and gangstar political then you should choose to live in africa ...
no one is suppressed in punjab , go there and see , everybody happy and partying ....if arresting drug lord and gangstar political then you should choose to live in africa ...
Identity Attack0.41975367
Insult0.42881694
Profanity0.10363861
Threat0.061089642
Severe Toxicity0.023076924
Moderate 0.4274071 Low Con 0.285 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Sad to see they are allowing idol worship which brings curse upon a country, India is cursed because of Idol worship. The last guy says that everyone worship one God, but he fled India where …
Sad to see they are allowing idol worship which brings curse upon a country, India is cursed because of Idol worship. The last guy says that everyone worship one God, but he fled India where there is millions starving to feed few thousand there and have a better life there. The things that come out of these Hindus and Sikhs mouths just don't make sense
Identity Attack0.46028158
Insult0.37506318
Profanity0.27342406
Threat0.05430072
Severe Toxicity0.023645958
Moderate 0.4269174 Moderate Con 0.433 Identity_Assertion
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I …
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I have never felt bad feelings toward any group of people, but that is changing by the day. The garbage on the ground and the filthy public restrooms are disgusting. The shoplifting is off the charts…I literally witnessed a group of black young women walk slowly out of a Winners store while the alarms blared and the staff just shrugged. Canadians cannot get jobs, the service has tanked in the last few years due to an entitled workforce with a bad attitude. wtf?
Identity Attack0.42615733
Insult0.4339631
Profanity0.12035047
Threat0.01238892
Severe Toxicity0.021806452
Moderate 0.4269174 Constructive 0.575 Fear_Threat
Aug 27, 2025 42 likes Why Canadians Are Turning Against …
I am of Indian decent, a resident and home owner in Brampton this city was nice at one time, no more, do not move here, city has become a dump. I see these people driving …
I am of Indian decent, a resident and home owner in Brampton this city was nice at one time, no more, do not move here, city has become a dump. I see these people driving cars with AK47 graphics, driving reckless with no care. As for becoming Canadian forget it, these people dump their trash on the streets like they are living in India.
Identity Attack0.44690517
Insult0.4339631
Profanity0.0913099
Threat0.010058682
Severe Toxicity0.019095084
Moderate 0.4269174 Constructive 0.579
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Lena Diab is an embarrassment, and sadly, I say that as someone who lives in her riding and sees her up close (shame on my neighbours!). And I think we have to assume that she …
Lena Diab is an embarrassment, and sadly, I say that as someone who lives in her riding and sees her up close (shame on my neighbours!). And I think we have to assume that she remains the Immigration Minister because Carney wants the file to be mismanaged, or he would replace her.
Identity Attack0.015757138
Insult0.48627716
Profanity0.06044999
Threat0.010447056
Severe Toxicity0.011291504
Moderate 0.4269174 Constructive 0.582 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent stipulating that they outright prefer or are seeking Indian. I’m not white but I’m tempted to post an ad for place to rent and say it’s for for white tenants just to behold what happens. I mean we have never witnessed such conduct in Canada until these #&? ckers popped up. Even the prior immigrants are stunned. I’ve been working since 78 and now a senior but when I try to get help for housing I’m offered a night only shelter with mental and drug abusers to go try sleep in or the sidewalk or countless apologies. If I could put apologies in the bank, I would be rich While the former Marriott 2minutes up the street is home to all kinds of refugees. Don’t get injured, get any older or anything like that and unable to work in this country now as you’re much better off passing away.
Identity Attack0.4139151
Insult0.45758462
Profanity0.2882351
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.643
Sep 8, 2025 Why Canadians Are Turning Against …
For 10's of thousands of years this cycle repeats -White people build wonderous civilizations -Brown/Black people see civilization and are bewildered by how something so amazing could be created -Brown/Black people see these amazing people …
For 10's of thousands of years this cycle repeats -White people build wonderous civilizations -Brown/Black people see civilization and are bewildered by how something so amazing could be created -Brown/Black people see these amazing people have white skin -Brown/Black people get jealous -Tiny hats infiltrate White society and tear down border controls -Brown/Black people slowly enter society with Tiny hats help -White people are attacked/killed/graped by the Orcs and White Civilizations are destroyed -Whites Flee to create a new safe prosperous civilization Rinse and Repeat
Identity Attack0.50588524
Insult0.26957804
Profanity0.26631543
Threat0.2836219
Severe Toxicity0.07805709
Moderate 0.4269174 Moderate Con 0.427 Identity Attack
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I think this is what the Bible meant when they said you run to the stone the stone will say I can't help you I am in the same boat like you you run to …
I think this is what the Bible meant when they said you run to the stone the stone will say I can't help you I am in the same boat like you you run to the tree the tree will say I can't help you even I am in the same boat like you I think this is what the Bible meant no place to run because India overpopulated their own country they have no place to run so they will populate the entire world that's exactly what the Bible meant button parables me I'm just going to pray to die quickly because it's better in heaven it's corrupted on Earth what are we living for to put up with all this bullshit. Pull the Bible out people. And see that Jesus speaks of these same thing.
Identity Attack0.41975367
Insult0.24928534
Profanity0.22105443
Threat0.39416263
Severe Toxicity0.16960317
Moderate 0.4269174 Constructive 0.62 Moral_Argument
Aug 25, 2025 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.