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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

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.

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Active: "The flip flops 😅" 18 comments
I’m conservative, and F Kenney, that pos sold us out in Alberta with the bullshit vaxx flip flopping ass clown
I’m conservative, and F Kenney, that pos sold us out in Alberta with the bullshit vaxx flip flopping ass clown
Identity Attack0.18468912
Insult0.7298119
Profanity0.776286
Threat0.015602129
Severe Toxicity0.35112193
Toxic 0.85850734 Moderate Con 0.362 Insult Policy_Critique
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
The flip flop mafia!!😂😂 or the towel head😂😂 or simply the jeet who take shit on side of the road, dump there shit in the street and bring there 3rd world country with them.
The flip flop mafia!!😂😂 or the towel head😂😂 or simply the jeet who take shit on side of the road, dump there shit in the street and bring there 3rd world country with them.
Identity Attack0.38246045
Insult0.5678696
Profanity0.70864636
Threat0.13363713
Severe Toxicity0.35368225
Toxic 0.7701451 Low Con 0.147 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Flip-flopping immigration issues, whoop-dee-doo in Canada, the new satellite country of/India of North America 🇮🇳. Pretty 🍛 spicy issues coming out of Canada this days. No longer the great white North. The great white replacement …
Flip-flopping immigration issues, whoop-dee-doo in Canada, the new satellite country of/India of North America 🇮🇳. Pretty 🍛 spicy issues coming out of Canada this days. No longer the great white North. The great white replacement Theory in action 🎬. Crazy good.😂
Identity Attack0.3958119
Insult0.26957804
Profanity0.07870171
Threat0.010576514
Severe Toxicity0.015350811
Moderate 0.37751234 Low Con 0.189 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
It’s like being a Canadian Citizen is a crime now talk about immigration they call you racist, go to Tim Hortons, McDonalds, Walmart, or a truck stop you’ll see flip flop drivers 3-4 per truck. …
It’s like being a Canadian Citizen is a crime now talk about immigration they call you racist, go to Tim Hortons, McDonalds, Walmart, or a truck stop you’ll see flip flop drivers 3-4 per truck. Carney is doing squat, just grease your elbows nonsense, bruv can’t even stand for Canadians domestic problems. How can one demographic of people from one nation dominate every work sector.
Identity Attack0.28034934
Insult0.336253
Profanity0.027273865
Threat0.0091524795
Severe Toxicity0.010757446
Moderate 0.3389984 Moderate Con 0.362
Aug 27, 2025 Why Canadians Are Turning Against …
7:53 Focusing on his feet like it's some criminal offence to wear flip flops in public 😂
7:53 Focusing on his feet like it's some criminal offence to wear flip flops in public 😂
Identity Attack0.02821777
Insult0.081261896
Profanity0.11168506
Threat0.042662576
Severe Toxicity0.01322045
Moderate 0.32397532 Low Con 0.278 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Why doesn't the US do a flyover and drop leaflets to the migrants of how it's going to be at the border?. We all knew this invasion of migrants was a well orchestrated event with …
Why doesn't the US do a flyover and drop leaflets to the migrants of how it's going to be at the border?. We all knew this invasion of migrants was a well orchestrated event with planned busing, meals, transportation, media event stops where everybody got off the buses for the media event and then boarded the buses again. Ever notice the babies, consider the 7000 people, a good number of them requiring disposable diapers all along the way. Notice the number of people walking in Flip-Flop shower shoes that are totally impractical for walking any distance. If these people were walking you'd be seeing them sitting when the caravan stopped. Don't feel sorry for these opportunist they're getting PAID because we all know they don't have a hive mind seeking discomfort, exhaustion, starvation, pissing on the roadside, putting their children through a stressful event. Caravan is said to be 14,000 people now. With about 4,000 getting paid. The former ICE director says 18 to 20% of illegals have criminal records. The democrats are trying to conquer by occupation, eventually they will have our nation so broke the system of welfare services will collapse under the weight of sheer numbers of illegals taking a free ride. Then our nation will be socialist like Ecuador.
Identity Attack0.18468912
Insult0.100019015
Profanity0.034146797
Threat0.012699619
Severe Toxicity0.009002686
Low Tox 0.2359567 Constructive 0.555
Oct 31, 2018 How much do refugees and …
Zooming into the man’s flip flops got me 😂
Zooming into the man’s flip flops got me 😂
Identity Attack0.012139536
Insult0.05086332
Profanity0.15019037
Threat0.021472665
Severe Toxicity0.010223389
Low Tox 0.23343207 Moderate Con 0.327 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
LMAO at the close up at the flip flops
LMAO at the close up at the flip flops
Identity Attack0.00899048
Insult0.037395194
Profanity0.17148167
Threat0.011249693
Severe Toxicity0.0119018555
Low Tox 0.19219314 Low Con 0.254 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Just send them all home . Specially if they wear flip-flops.
Just send them all home . Specially if they wear flip-flops.
Identity Attack0.02238941
Insult0.0573046
Profanity0.026590679
Threat0.067232
Severe Toxicity0.0059127808
Low Tox 0.18269104 Low Con 0.236 Call_To_Action
Feb 3, 2026 Why Canada’s immigration system has …
I blamed our people running the government, flip flops connection
I blamed our people running the government, flip flops connection
Identity Attack0.012139536
Insult0.05086332
Profanity0.022559889
Threat0.008505191
Severe Toxicity0.0023651123
Low Tox 0.1269396 Low Con 0.271 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I am an Indian student who has struggled to get my papers done, and I have to say this: mass immigration needs to stop. Canada should allow only people who speak good English and who …
I am an Indian student who has struggled to get my papers done, and I have to say this: mass immigration needs to stop. Canada should allow only people who speak good English and who can truly contribute to this country. I am an IT student, and I worked hard to clear $120K in debt through Scotiabank. I could have taken a loan in my home country, but I chose to work here because Canada gave me everything my own country could not. I am deeply grateful for that. But when I see people from my own community walking around in flip-flops, unable to speak even one word of English, it breaks me inside. My city—Brampton—has been completely taken over, and it’s becoming harder to even drive there now. I believe Canada needs to come together and put an end to this. Enough is enough. Immigration should be about quality, not quantity.
Identity Attack0.08583717
Insult0.03710241
Profanity0.022013342
Threat0.008039144
Severe Toxicity0.0037002563
Low Tox 0.11305673 Constructive 0.764 Personal_Narrative
Sep 30, 2025 173 likes IRCC Names India in Study …
the close up on the flip flops :D
the close up on the flip flops :D
Identity Attack0.004920715
Insult0.021803947
Profanity0.079025
Threat0.010964886
Severe Toxicity0.0050735474
Low Tox 0.10913446 Moderate Con 0.304 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
The zoom in on the flip flops 😂
The zoom in on the flip flops 😂
Identity Attack0.0054756827
Insult0.02122384
Profanity0.050429728
Threat0.009437286
Severe Toxicity0.0038337708
Low Tox 0.08320791 Low Con 0.3 Humor_Satire
Mar 1, 2026 Inside Canada's Indian Invasion...
The flip flops 😅
The flip flops 😅
Identity Attack0.004643231
Insult0.0233509
Profanity0.051181246
Threat0.009023022
Severe Toxicity0.0035095215
Low Tox 0.08241652 Moderate Con 0.314 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Flip flops in winter is wild
Flip flops in winter is wild
Identity Attack0.0069185994
Insult0.017743196
Profanity0.02795705
Threat0.009023022
Severe Toxicity0.0029182434
Low Tox 0.055768944 Low Con 0.277 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Follow the flip flop trail.
Follow the flip flop trail.
Identity Attack0.0031263188
Insult0.01648093
Profanity0.01805087
Threat0.010032792
Severe Toxicity0.0019836426
Low Tox 0.045625936 Low Con 0.22 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Otherwise know as the flip flop express
Otherwise know as the flip flop express
Identity Attack0.0034223017
Insult0.0129089095
Profanity0.020032106
Threat0.008168601
Severe Toxicity0.0015354156
Low Tox 0.032627538 Low Con 0.288 Humor_Satire
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
It's getting more and more difficult to want to go on a nice trip. Between the long line ups to enter the countries, filling out paperwork, being treated like a criminal at the border it's …
It's getting more and more difficult to want to go on a nice trip. Between the long line ups to enter the countries, filling out paperwork, being treated like a criminal at the border it's not worth it. I can remember crossing a few years back before COVID my stomach would do flip flops waiting in the line and it should never be like that
Identity Attack0.00007683819
Insult0.00023573764
Profanity0.000022703574
Threat0.000026121497
Severe Toxicity0.0000022189006
Low Tox 0.00061102543 Personal_Narrative
Dec 8, 2025

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.