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: "You should come to the …" 1,829 comments · Page 39 of 74
A man of Portugese origin (who were not even considered as White as the WASPS and Northern-Central Europeans till 9.11) is calling white Canadians "native". He should ask his ancestors and the ancestors of his …
A man of Portugese origin (who were not even considered as White as the WASPS and Northern-Central Europeans till 9.11) is calling white Canadians "native". He should ask his ancestors and the ancestors of his fellow Southern European friends the kind of problems they felt and how difficult it was for them to assimilate in the society. Discrimination against Italians and the internal migration from NY to NJ is known to most people. Spanish were not even granted citizenship for the most part. I agree that immigrants should assimilate, not create a dirty atmosphere and be respectful but the xenophobia in this video is insane and so ironic, coming from a Portugese man.
Identity Attack0.28034934
Insult0.0810151
Profanity0.02119352
Threat0.008789998
Severe Toxicity0.006828308
Low Tox 0.2396185 Constructive 0.791 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to …
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to his Sikh /Khalistani vote who are an extremely powerful lobby in the Canadian govt, every party in Canada has high ranking Khalistani politicians. The liberal yt elite Canadian govt sold its working and middle class ( who are largely white Canadians) for a 3rd world servile class which would keep them in power forever but it comes at the cost of massive collapse of social cohesion, falling wages and massive cultural shifts. When I visited Toronto, an Indian fast food worker said he was giving me an extra BBQ sauce as a favor and would charge for the second, I called the manager too school this moron and she was also shocked , when you mass import million of 3rd world largely uneducated Indians they mentally still think the are in India
Identity Attack0.24293575
Insult0.113185234
Profanity0.021535112
Threat0.008712323
Severe Toxicity0.006980896
Low Tox 0.2396185 Constructive 0.577 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Homeless guy at the beginning saying they do not pay taxes is peak Trailer Park Boys. He knows how to spell ODSP for sure. Not saying mass immigration is a good thing but being lectured …
Homeless guy at the beginning saying they do not pay taxes is peak Trailer Park Boys. He knows how to spell ODSP for sure. Not saying mass immigration is a good thing but being lectured from white 4th generation welfare recipients is probably not where the message should come from.
Identity Attack0.2463217
Insult0.0810151
Profanity0.01846078
Threat0.007353018
Severe Toxicity0.00541687
Low Tox 0.23812068 Moderate Con 0.407 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I came here as immigrant and enhanced my knowledge, I went to study and enabled myself to find a job. By God grace and especially Canadian people support I have a job and a roof. …
I came here as immigrant and enhanced my knowledge, I went to study and enabled myself to find a job. By God grace and especially Canadian people support I have a job and a roof. It’s a blessed land here and I love Canada. People coming here to challenge Canadians values and culture should be deported back to where they belong. God bless Canada
Identity Attack0.23846684
Insult0.0670459
Profanity0.015591404
Threat0.018882722
Severe Toxicity0.0075531006
Low Tox 0.23812068 Constructive 0.639 Personal_Narrative
Sep 3, 2025 Why Canadians Are Turning Against …
There’s nothing like that ever it’s all alive. What you saying? This is just the wish of some bigots. You’re feeling all your doctors and other professional gaps and you’re given all the lower jobs …
There’s nothing like that ever it’s all alive. What you saying? This is just the wish of some bigots. You’re feeling all your doctors and other professional gaps and you’re given all the lower jobs from restaurants to any other lower jobs that Canadians don’t wanna do. Yes you’re right. An immigrant family can come here and six years later have a house because they share all the family by a house because they have a family value. The earlier arrivals here to buy house is a big dream they won’t make it except the privileged the work by family members and oil rigs are the professionals. This country use built by immigrants all it is the early arrivals and the late arrivals. To begin with this is a stolen country. At least the immigrants are coming by legal method, but the early arrivals they just stole it by killing the natives.
Identity Attack0.029208258
Insult0.0041088094
Profanity0.00017637847
Threat0.098194055
Severe Toxicity0.000037396847
Low Tox 0.23759988 Moral_Argument
Apr 15, 2025
6:35 habibi come to pune
6:35 habibi come to pune
Identity Attack0.027815815
Insult0.03710241
Profanity0.08064143
Threat0.13815513
Severe Toxicity0.013801457
Low Tox 0.23739935 Low Con 0.283 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
coming to Canada and driving like theyre still in India smh
coming to Canada and driving like theyre still in India smh
Identity Attack0.25309357
Insult0.0817555
Profanity0.045670103
Threat0.0078449575
Severe Toxicity0.008010864
Low Tox 0.23739935 Low Con 0.224
Jan 27, 2026 23 likes Inside Canada's Indian Invasion...
I speak from experience... It is a scam beyond what many would believe ... as well, the story a little while back about students from India being duped by unscrupulous persons at home leading them …
I speak from experience... It is a scam beyond what many would believe ... as well, the story a little while back about students from India being duped by unscrupulous persons at home leading them to come under false acceptance... they knew exactly what they were doing but one national media conveyed them as unwitting victims...
Identity Attack0.10221587
Insult0.16875735
Profanity0.032142747
Threat0.008815889
Severe Toxicity0.004005432
Low Tox 0.23739935 Constructive 0.725 Personal_Narrative
Sep 28, 2025 IRCC Names India in Study …
I am a Canadian born and bred. I ask these questions, could we, as Canadians, go to India or China or any other country to live and act the way these people do, say the …
I am a Canadian born and bred. I ask these questions, could we, as Canadians, go to India or China or any other country to live and act the way these people do, say the things that they say and get away with it. Do you think I, as a white Canadian, could go to India (for example)and demand they change their traditions and religions because it doesn't suit me? Everybody knows the answer is no. I would be jailed or kicked out of the country quickly. So why do you expect to come to my country and change our ways and our traditions? It's ridiculous.
Identity Attack0.27759558
Insult0.07396803
Profanity0.040409464
Threat0.020954676
Severe Toxicity0.008659363
Low Tox 0.23667802 Constructive 0.637
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
This is out of control and blow my mind that the government of Canada who did all this disaster. We are all immigrants in this country but this is an invasion not immigration. I love …
This is out of control and blow my mind that the government of Canada who did all this disaster. We are all immigrants in this country but this is an invasion not immigration. I love Canada but I regret coming here.
Identity Attack0.21470967
Insult0.082372494
Profanity0.017436003
Threat0.008000307
Severe Toxicity0.005302429
Low Tox 0.2359567 Constructive 0.532
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Hmmm, come to Canada from your 3rd world country and we will give your family a one time payment of $50,000. More money than you have ever seen in your life time. Literally like winning …
Hmmm, come to Canada from your 3rd world country and we will give your family a one time payment of $50,000. More money than you have ever seen in your life time. Literally like winning the lottery. No wonder all these border jumpers are clambering here. I mean if, say Switzerland, was offering you, yes you, a cheque for $50k to come live in their country wouldnt you take it if you didnt have much here in Canada? Like didnt own property, didnt have a great job, etc etc. Of course you would.
Identity Attack0.18235919
Insult0.09270445
Profanity0.02119352
Threat0.007598988
Severe Toxicity0.0073242188
Low Tox 0.2359567 Moderate Con 0.353
Dec 21, 2017 18 likes How much do refugees and …
It’s not about votes. It’s to water down / destroy Christian morality. You can’t easily control an educated, moral people with integrity. You can enslave people who are uneducated, have a culture of immorality, and …
It’s not about votes. It’s to water down / destroy Christian morality. You can’t easily control an educated, moral people with integrity. You can enslave people who are uneducated, have a culture of immorality, and that feel their pay check and freedom come from the government. Education in this context is the workings and history of this country.
Identity Attack0.23239216
Insult0.07333439
Profanity0.019553876
Threat0.03235042
Severe Toxicity0.0064468384
Low Tox 0.2359567 Moderate Con 0.35 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
They drive bicycles and tuktuks in their country but come here and get behind the wheel.
They drive bicycles and tuktuks in their country but come here and get behind the wheel.
Identity Attack0.17381613
Insult0.07903719
Profanity0.046171114
Threat0.015429466
Severe Toxicity0.007820129
Low Tox 0.2359567 Moderate Con 0.331 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
As a 13th generation Canadian, I am sick of those who come here an expect us change to suit them. Not happening.
As a 13th generation Canadian, I am sick of those who come here an expect us change to suit them. Not happening.
Identity Attack0.11163961
Insult0.16266862
Profanity0.02023706
Threat0.0074824756
Severe Toxicity0.0043678284
Low Tox 0.2359567 Moderate Con 0.42 Identity_Assertion
Aug 26, 2025 3 likes Why Canadians Are Turning Against …
Refugees belong in another part of the big big country they come from, or neighbouring countries. Benefit-shopping to land --- by plane ! --- in countries where GDP is $50K+ per year is just bogus, …
Refugees belong in another part of the big big country they come from, or neighbouring countries. Benefit-shopping to land --- by plane ! --- in countries where GDP is $50K+ per year is just bogus, fraudulent, and opportunistic. Canada builds the world biggest amusement park and puts up signs for FREE ADMISSION, NOW AND FOREVER. So taken-advantage-of.
Identity Attack0.10221587
Insult0.16124763
Profanity0.016342908
Threat0.0067186756
Severe Toxicity0.0045776367
Low Tox 0.23523538 Low Con 0.234
Dec 26, 2025 1 likes Deportations From Canada at Their …
come to surrey bc canada n it will be worse
come to surrey bc canada n it will be worse
Identity Attack0.09245483
Insult0.08459369
Profanity0.027820412
Threat0.02371728
Severe Toxicity0.005378723
Low Tox 0.23523538 Moderate Con 0.309
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Disgraceful..Encourage other's to come to Canada, work in all sectors wait for PR then debt trap economics..Many turning to China-Russia..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..
Disgraceful..Encourage other's to come to Canada, work in all sectors wait for PR then debt trap economics..Many turning to China-Russia..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..
Identity Attack0.04796442
Insult0.16868424
Profanity0.018529098
Threat0.0069905366
Severe Toxicity0.004119873
Low Tox 0.23523538 Moderate Con 0.379
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
these 'new canadians' refuse to assimilate and accept traditional canadian culture and values. anyone is free to practice their religion and practice and celebrate its cultural ancestry. canadians dont want anyone to forget or abandon …
these 'new canadians' refuse to assimilate and accept traditional canadian culture and values. anyone is free to practice their religion and practice and celebrate its cultural ancestry. canadians dont want anyone to forget or abandon its culture. my roots come from ukraine and poland. but im canadian. i work with many ukrainians that fled the war, they're labelled as 'displaced peoples (funny because theyre chritian and white), recieve no federal assistance some have even gone back to ukraine! meanwhile (conveniently 'non white' other religion) new canadians receive extensive federal assistance
Identity Attack0.25309357
Insult0.083359696
Profanity0.024131214
Threat0.008867673
Severe Toxicity0.006828308
Low Tox 0.23523538 Constructive 0.649 Identity_Assertion
Dec 20, 2025 1 likes Why Canadians Are Turning Against …
Change is bound to happen. The indigenous people were happy and making life for themselves until you guys came. This is just part of the cycle with the East Indians coming in. The new world …
Change is bound to happen. The indigenous people were happy and making life for themselves until you guys came. This is just part of the cycle with the East Indians coming in. The new world was not originally white.
Identity Attack0.28034934
Insult0.061101943
Profanity0.043916557
Threat0.010058682
Severe Toxicity0.008087158
Low Tox 0.23523538 Moderate Con 0.485
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Can trump come take the liberals like he did maduro please
Can trump come take the liberals like he did maduro please
Identity Attack0.10221587
Insult0.06921569
Profanity0.04141149
Threat0.0475118
Severe Toxicity0.008430481
Low Tox 0.23451406 Low Con 0.257 Call_To_Action
Jan 3, 2026 New rules, regulations take effect …
Come to Surrey, BC next. Major indian fatigue over here.
Come to Surrey, BC next. Major indian fatigue over here.
Identity Attack0.26494437
Insult0.07396803
Profanity0.03915693
Threat0.018364733
Severe Toxicity0.007896423
Low Tox 0.23451406 Moderate Con 0.363 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
At least immigrants these dayscome without killing locals like before. If something bad happens then we have to first look what did we do to ourselves to come to this point.
At least immigrants these dayscome without killing locals like before. If something bad happens then we have to first look what did we do to ourselves to come to this point.
Identity Attack0.14233272
Insult0.039151907
Profanity0.018734055
Threat0.20178549
Severe Toxicity0.008201599
Low Tox 0.23451406 Moderate Con 0.456 Moral_Argument
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Truth China India people come into Canada to buy up homes with their money that’s not from Canada or errand the Government need to stop this from a Canadian first to buy my own house …
Truth China India people come into Canada to buy up homes with their money that’s not from Canada or errand the Government need to stop this from a Canadian first to buy my own house in a land where I was born they up the house prices and have no respect for Canada
Identity Attack0.2781757
Insult0.07270074
Profanity0.015010698
Threat0.0065568537
Severe Toxicity0.0049209595
Low Tox 0.23415339 Constructive 0.512
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
As an American speaking, it's crazy that if you were to go to their country, you are permitted to adjust and assimilate the culture, but they come to other countries and turn a whole town …
As an American speaking, it's crazy that if you were to go to their country, you are permitted to adjust and assimilate the culture, but they come to other countries and turn a whole town into an assimilation of their country make it make sense. Loved how the Indian lady summed it up because immigrants are different
Identity Attack0.27682206
Insult0.07840354
Profanity0.073529124
Threat0.006861079
Severe Toxicity0.0061416626
Low Tox 0.23415339 Constructive 0.75 Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Metropolis (Brampton)
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service …
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service I contact it's just * people now. When I went to college everyone was from there. This was a regular local college that Canadian kids aspire to go to. They made up 90% of the classmates, they never showed up to class, they refused to participate in team projects, nobody failed. They did so poorly but the school charges 3x. My final year they cancelled final exams because they decided too many international students would fail. They are from the same country but they have different religions and from different cities that hate each other so they would refuse to communicate with each other. Imagine you meet someone from another province and you hate them and aren't afraid to crashout in public over it. My next door neighbors there is so many people living in the house that they live there on a schedule one group in and one group out. You would think they would be going to work NO they literally hang out all day long like a bad 90s comedy movie. In the last 10 years all of the house in my town skyrocketed in price. The people around me all bought around 2010 - 2015 for $150k - $260k and sold for around $1m 2023 - 2026. Average house price in my town has stayed at 3x what it was 10 - 15 years ago. They don't rake their leaves, they don't clean up their trash, they don't clear their snow from their driveways. Both my parents are immigrants, they came here poor had to work, had to respect the country and its laws and culture because that's what allowed Canada to be successful so they could come here. All I hear about or see now is immigrants from the one country? When I was a kid I grew up with every nationality where did everybody go?
Identity Attack0.036105253
Insult0.089778624
Profanity0.094542764
Threat0.008505191
Severe Toxicity0.00831604
Low Tox 0.23415339 Constructive 0.684 Personal_Narrative
Jan 27, 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.