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: "Just don’t go!" 2,613 comments · Page 55 of 105
BRUH I LEGIT 20 MIN AWAY FIRM BRAMPFON AND I ALWASYS GO COULDNOF MET U NOOO
BRUH I LEGIT 20 MIN AWAY FIRM BRAMPFON AND I ALWASYS GO COULDNOF MET U NOOO
Identity Attack0.009693438
Insult0.070482984
Profanity0.12903778
Threat0.012181788
Severe Toxicity0.019611536
Low Tox 0.23271075 Moderate Con 0.34 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Oh folloewd by bullahit again how they get "the same"... and WHO PAYS THEIR HOUSING!!! THEY GET APARTMENTS PAID BY GOVERNMENT FROM THE FAY THEY LAND!!! THEY SONT GO ON THE STREET LOOKING FOR APARTMWNT …
Oh folloewd by bullahit again how they get "the same"... and WHO PAYS THEIR HOUSING!!! THEY GET APARTMENTS PAID BY GOVERNMENT FROM THE FAY THEY LAND!!! THEY SONT GO ON THE STREET LOOKING FOR APARTMWNT TO RENT!!!
Identity Attack0.016159095
Insult0.083359696
Profanity0.16450337
Threat0.008181547
Severe Toxicity0.010375977
Low Tox 0.23235008 Low Con 0.243
Nov 19, 2019 How much do refugees and …
lol that’s not going to help it needs to be halted all together. More liberal failures
lol that’s not going to help it needs to be halted all together. More liberal failures
Identity Attack0.06249457
Insult0.123407245
Profanity0.035900343
Threat0.0113014765
Severe Toxicity0.004673004
Low Tox 0.23235008 Low Con 0.171 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
The amount of "i will go to prison if I talk candid" in this video...... then there's that one guy. 👌🏻
The amount of "i will go to prison if I talk candid" in this video...... then there's that one guy. 👌🏻
Identity Attack0.010729378
Insult0.033570543
Profanity0.044668075
Threat0.085497424
Severe Toxicity0.007286072
Low Tox 0.23198941 Low Con 0.3 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Refugee don't get anything not money in our Warfare nothing you just a peanut money is not going to help the refugee
Refugee don't get anything not money in our Warfare nothing you just a peanut money is not going to help the refugee
Identity Attack0.16801116
Insult0.07396803
Profanity0.029050145
Threat0.008440462
Severe Toxicity0.0061035156
Low Tox 0.23198941 Low Con 0.216
Dec 23, 2017 How much do refugees and …
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as …
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as they get 1st choice before our own)..😡and, child support.My parents worked hard their whole lives and are now on pension...WORKED FOR IT...and their income is way less than what these immigrants will get having all these kids.Its very upsetting that all these refugees and immigrants are coming in and getting more assistance than our own hard working their whole lives, people!!!!!!😡 they screw up their own countries, with wars, violence etc... want to come here and slowly start to screw up ours with their beliefs and laws and demands.Not having it..FIX YOUR OWN COUNTRIES PROBLEMS, THE WAY THIS IS GOING IN THE NEXT 50 YRS YOU WONT SEE ANY THING BUT BROWN AND BLACKS FROM AFRICA, SYRIA ETC..THEY HAVE 10 KIDS TO OUR 1-2 RATIO..🙄
Identity Attack0.17226285
Insult0.12883772
Profanity0.025087673
Threat0.007301235
Severe Toxicity0.006942749
Low Tox 0.23198941 Constructive 0.522
May 28, 2019 1 likes How much do refugees and …
When a country is so corrupt that these people going to other countries
When a country is so corrupt that these people going to other countries
Identity Attack0.04306607
Insult0.16766082
Profanity0.04792466
Threat0.0074565844
Severe Toxicity0.0038719177
Low Tox 0.23162876 Low Con 0.182 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
It's all about the government needing more slaves. Canadians are smart enough noticing what is going on and not bringing kids in this.
It's all about the government needing more slaves. Canadians are smart enough noticing what is going on and not bringing kids in this.
Identity Attack0.11744241
Insult0.0820023
Profanity0.022696527
Threat0.013702838
Severe Toxicity0.006752014
Low Tox 0.2312681 Low Con 0.241 Unverified_Claim
Aug 25, 2025 34 likes Why Canadians Are Turning Against …
As I live in Canada, I wish they would go back to their country. Tim Hortons isn't the same.
As I live in Canada, I wish they would go back to their country. Tim Hortons isn't the same.
Identity Attack0.20483385
Insult0.07270074
Profanity0.01579636
Threat0.008013252
Severe Toxicity0.00541687
Low Tox 0.2312681 Constructive 0.551 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and …
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and litter everywhere they go. Let alone the amount of people driving the WRONG WAY on roads and in traffic cycles and this is including transport trucks! Companies only hiring Indians to get a tax cut. It’s a great time - come on by!
Identity Attack0.22783615
Insult0.081508696
Profanity0.01893901
Threat0.008129764
Severe Toxicity0.00579834
Low Tox 0.2312681 Constructive 0.585 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
There are THREE MILLION currently here illegally. When do they go back home? -- miault.
There are THREE MILLION currently here illegally. When do they go back home? -- miault.
Identity Attack0.14019285
Insult0.070799805
Profanity0.017709278
Threat0.011146127
Severe Toxicity0.005760193
Low Tox 0.23090743 Low Con 0.282 Question
Feb 18, 2026 Canadian immigration officers investigating hundreds …
they should all go home and re aplay
they should all go home and re aplay
Identity Attack0.04693319
Insult0.06512285
Profanity0.030389199
Threat0.050098058
Severe Toxicity0.008506775
Low Tox 0.23090743 Low Con 0.232
Nov 20, 2025 9 likes Quebec Ends Economic Immigration Program …
Honestly when I take my little terrier puppy outside for walk and I pass by a villager African/punjab they always get extremely visibly scared and sometimes run away. He’s a small 9 lb dog who …
Honestly when I take my little terrier puppy outside for walk and I pass by a villager African/punjab they always get extremely visibly scared and sometimes run away. He’s a small 9 lb dog who is cute and happy. These villagers need to go.
Identity Attack0.2331515
Insult0.08030447
Profanity0.03189224
Threat0.018882722
Severe Toxicity0.008850098
Low Tox 0.22980402 Constructive 0.601
Jun 23, 2025 2 likes How Canada broke its immigration …
You all need to go back
You all need to go back
Identity Attack0.037909906
Insult0.06757036
Profanity0.03464781
Threat0.03407705
Severe Toxicity0.007820129
Low Tox 0.22980402 Low Con 0.256
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
How is going back to Your country of origin a human tragedy?????
How is going back to Your country of origin a human tragedy?????
Identity Attack0.15731181
Insult0.06529768
Profanity0.016479544
Threat0.0077802283
Severe Toxicity0.005531311
Low Tox 0.22846605 Low Con 0.262
Nov 23, 2025 Quebec Ends Economic Immigration Program …
The Canadian government thinks im going to pay OSAP back for actually trying to balance school and life just to fail miserably because the teacher couldn't speak English.
The Canadian government thinks im going to pay OSAP back for actually trying to balance school and life just to fail miserably because the teacher couldn't speak English.
Identity Attack0.030691283
Insult0.16124763
Profanity0.035649836
Threat0.007262398
Severe Toxicity0.003528595
Low Tox 0.22846605 Moderate Con 0.423
Sep 19, 2025 45 likes Inside Canada's Indian Metropolis (Brampton)
What's so bad about going back to your home country???? IJS
What's so bad about going back to your home country???? IJS
Identity Attack0.109318495
Insult0.039737478
Profanity0.030138692
Threat0.007547205
Severe Toxicity0.005836487
Low Tox 0.22712809 Moderate Con 0.421 Policy_Critique
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
_Will these people help a society reaching highest quality of life such as safety, fairness, happiness, orderly, etc.?_ _Why dont they go build their country like China with that population? LOOK AT CHINA!!_
_Will these people help a society reaching highest quality of life such as safety, fairness, happiness, orderly, etc.?_ _Why dont they go build their country like China with that population? LOOK AT CHINA!!_
Identity Attack0.24293575
Insult0.05262003
Profanity0.03489832
Threat0.010162249
Severe Toxicity0.009994507
Low Tox 0.22579013 Low Con 0.22
Feb 10, 2026 Inside Canada's Indian Invasion...
I’m good with that , go back home
I’m good with that , go back home
Identity Attack0.010655383
Insult0.082372494
Profanity0.041160982
Threat0.012699619
Severe Toxicity0.007095337
Low Tox 0.22579013 Moderate Con 0.436
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Took my parents 6-7 years to get to Canada, legally, approximately 35 years ago. How do these people come as students, then take jobs from citizens, and then sponsor their family members who can't even …
Took my parents 6-7 years to get to Canada, legally, approximately 35 years ago. How do these people come as students, then take jobs from citizens, and then sponsor their family members who can't even contribute to our society. Literally putting a burden on all the systems. The government not patching this loophole has fked us up. You come to study, then do that and go back.
Identity Attack0.019676208
Insult0.08508729
Profanity0.22792831
Threat0.007314181
Severe Toxicity0.006790161
Low Tox 0.22579013 Constructive 0.619 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The superpower of India is its unlimited Indians. The plan is to send these unlimited Indians to all developed countries, where they take root in every sector and send remittances back to India. This strategy …
The superpower of India is its unlimited Indians. The plan is to send these unlimited Indians to all developed countries, where they take root in every sector and send remittances back to India. This strategy repeats again and again: Indians go out, money comes in. The incoming funds are used to rebuild and strengthen India. Over time, this process creates a powerful India, one that not only rises on the global stage but also begins to take over developed nations from within. That’s how they conquer the world.
Identity Attack0.27171627
Insult0.08212569
Profanity0.051932767
Threat0.023026628
Severe Toxicity0.01159668
Low Tox 0.22445217 Moderate Con 0.399 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
If you are an immigrant and you consciously decide to break the law, then you should be deported. If your family has issues with that decision, then you can go with them. If I were …
If you are an immigrant and you consciously decide to break the law, then you should be deported. If your family has issues with that decision, then you can go with them. If I were to break the law in another country, they wouldn’t hesitate to ship me back to where I came from. Just to be clear, I’m not conservative. In my eyes there is more to loose going that route. I feel I’m far more productive to put pressure on my representatives than to vote conservative and become the 51st state. Besides, their whining irritates me.
Identity Attack0.20088354
Insult0.07428485
Profanity0.027683776
Threat0.027170537
Severe Toxicity0.007247925
Low Tox 0.22445217 Constructive 0.635 Moral_Argument
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
I am a hindu Indian immigrant. I had come to this country tobhave some peaceful life. But these days there is no peace, hardly any Canadian culture visible. I go to a beautiful park in …
I am a hindu Indian immigrant. I had come to this country tobhave some peaceful life. But these days there is no peace, hardly any Canadian culture visible. I go to a beautiful park in the evening... And it looks like I have come to either Africa, or middle-Eastern country.. Or I have gone back to india again..
Identity Attack0.28034934
Insult0.061801232
Profanity0.024472807
Threat0.0074436385
Severe Toxicity0.0074005127
Low Tox 0.22445217 Constructive 0.554 Personal_Narrative
Aug 25, 2025 60 likes Why Canadians Are Turning Against …
*Hey! I Love Indian folk. But don't bring what you left behind to a new country. That is not fair to that new country's culture and heritage. Assimilate or go back.*
*Hey! I Love Indian folk. But don't bring what you left behind to a new country. That is not fair to that new country's culture and heritage. Assimilate or go back.*
Identity Attack0.23922618
Insult0.06512285
Profanity0.04892669
Threat0.010654188
Severe Toxicity0.008506775
Low Tox 0.22445217 Constructive 0.55 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Keep Canada Canada do not change it into india please. If we want India we go to India. When I visit Canada I wanna visit Canada not India. Live free there practice your religion and …
Keep Canada Canada do not change it into india please. If we want India we go to India. When I visit Canada I wanna visit Canada not India. Live free there practice your religion and traditions, but respect canadians and do not turn their country into India, please...
Identity Attack0.28034934
Insult0.0573046
Profanity0.017845914
Threat0.0069905366
Severe Toxicity0.0047302246
Low Tox 0.22311419 Constructive 0.607 Identity_Assertion
Mar 1, 2026 3 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.