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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

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

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Active: "This is how a state …" 450 comments · Page 14 of 18
Awe;) 51st state following our lead lol jk
Awe;) 51st state following our lead lol jk
Identity Attack0.009027477
Insult0.019547975
Profanity0.025497584
Threat0.008220384
Severe Toxicity0.0024604797
Low Tox 0.05651112 Moderate Con 0.397
Dec 23, 2025 1 likes Deportations From Canada at Their …
Why do you say it's broken? It's just the way the liberals want it on purpose. The very same reason why the democrats in the states are doing, and defending it at all costs. Votes, …
Why do you say it's broken? It's just the way the liberals want it on purpose. The very same reason why the democrats in the states are doing, and defending it at all costs. Votes, and gerrymandering.
Identity Attack0.010655383
Insult0.025800243
Profanity0.013371054
Threat0.0068999166
Severe Toxicity0.001206398
Low Tox 0.055274166 Moderate Con 0.392 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
This woman lives in the states.
This woman lives in the states.
Identity Attack0.033784978
Insult0.019870255
Profanity0.016035475
Threat0.0067251488
Severe Toxicity0.001745224
Low Tox 0.054779384 Moderate Con 0.401 Meta_Commentary
Feb 25, 2026 'We do know that there's …
We have the same driving issues coming into Springfield, Missouri. I see it all the time, especially on the northern part of town. People bring their bad driving habits to the United States and pretend …
We have the same driving issues coming into Springfield, Missouri. I see it all the time, especially on the northern part of town. People bring their bad driving habits to the United States and pretend that the traffic laws don't apply to them. For some reason, many countries ignore road safety and because of that, they bring it to other countries who do take it seriously and ruin everything.
Identity Attack0.0091384705
Insult0.024124376
Profanity0.01265371
Threat0.008349842
Severe Toxicity0.0012493134
Low Tox 0.054779384 Constructive 0.587
Jan 27, 2026 Inside Canada's Indian Invasion...
Welcome to America Alberta and all conservative ppl from the failed state of canada
Welcome to America Alberta and all conservative ppl from the failed state of canada
Identity Attack0.003862237
Insult0.034872442
Profanity0.000120081626
Threat0.00028181527
Severe Toxicity0.0000028187105
Low Tox 0.054697383 Identity_Assertion
Apr 15, 2025
I don't know how every day Canadians are expected to fix this mess when our wealthy, well connected ppl can't. Based on the last two elections - voting isn’t going to fix it either when …
I don't know how every day Canadians are expected to fix this mess when our wealthy, well connected ppl can't. Based on the last two elections - voting isn’t going to fix it either when elections are being rigged and infringed upon. I love my Country but I would welcome being the 51 st state right now because I am so discouraged and see no hope or change on the horizon.
Identity Attack0.014551271
Insult0.02567133
Profanity0.01309778
Threat0.0067445673
Severe Toxicity0.0012683868
Low Tox 0.054531995 Constructive 0.658 Policy_Critique
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
90% of them are from a particular state in India and people from this state are very close to liberals heart. I hope you all understand what I mean
90% of them are from a particular state in India and people from this state are very close to liberals heart. I hope you all understand what I mean
Identity Attack0.034816213
Insult0.018581128
Profanity0.016103793
Threat0.00675104
Severe Toxicity0.0016021729
Low Tox 0.05280026 Constructive 0.517 Unverified_Claim
Oct 1, 2025 1 likes IRCC Names India in Study …
Let's let trump come up here become part of the fifty first state, and let trump bring ice and let them do their thing.That's what we need
Let's let trump come up here become part of the fifty first state, and let trump bring ice and let them do their thing.That's what we need
Identity Attack0.0071405866
Insult0.019096779
Profanity0.013712646
Threat0.011456826
Severe Toxicity0.0021076202
Low Tox 0.05255287 Low Con 0.246 Call_To_Action
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Im not sorry but theve taken our jobs homes food low income services i want canada to become the 51st state and then ice will take them out
Im not sorry but theve taken our jobs homes food low income services i want canada to become the 51st state and then ice will take them out
Identity Attack0.0074365693
Insult0.022577424
Profanity0.0113215
Threat0.008738215
Severe Toxicity0.0018310547
Low Tox 0.05255287 Moderate Con 0.463
Jan 27, 2026 Inside Canada's Indian Invasion...
The duality is interesting. I live in an area with a high Indian population but they're very friendly and hard-working. They're a big factor as to why the area is the highest median salary in …
The duality is interesting. I live in an area with a high Indian population but they're very friendly and hard-working. They're a big factor as to why the area is the highest median salary in the state. It's more so a people thing, not a race thing..
Identity Attack0.048737846
Insult0.014314918
Profanity0.01764096
Threat0.0064015044
Severe Toxicity0.0018119812
Low Tox 0.05255287 Constructive 0.779
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm Indian and when I was 2, I thought canada was a state in india because how much my parents mention it.
I'm Indian and when I was 2, I thought canada was a state in india because how much my parents mention it.
Identity Attack0.049989145
Insult0.015644927
Profanity0.017231047
Threat0.006861079
Severe Toxicity0.001821518
Low Tox 0.051563308 Constructive 0.519 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
@TylerOliveira Each State in INDIA🇮🇳 has its Own Culture, Language, Heritage, Cuisine, Traditional Dances and Festivals. Don't Flex the Words in your Video. They are from Punjab and in Punjab they Speak Punjabi. Note: 85% …
@TylerOliveira  Each State in INDIA🇮🇳 has its Own Culture, Language, Heritage, Cuisine, Traditional Dances and Festivals. Don't Flex the Words in your Video. They are from Punjab and in Punjab they Speak Punjabi. Note: 85% of Indian Born and Canadian Indian Born are Punjabis Rest are Haryanvi, Gujarati, Tamilan, Teluguits, Malyalis, Bengalis are remaining 14% in Canada 🇨🇦. -------- My Language is Kannada and we are not even 1% of Canadian Indian Population.
Identity Attack0.041003603
Insult0.017485369
Profanity0.012243799
Threat0.0059257476
Severe Toxicity0.0016498566
Low Tox 0.050573748 Constructive 0.628 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Big mistake, the only thing saved the Canadian economy after the tariffs, is the massive Trudeau’s immigration, immigrants are consumers as well. If Canada stops immigration then it will be no doubt an American state …
Big mistake, the only thing saved the Canadian economy after the tariffs, is the massive Trudeau’s immigration, immigrants are consumers as well. If Canada stops immigration then it will be no doubt an American state before the next 30 years end.
Identity Attack0.027413858
Insult0.017356457
Profanity0.009442741
Threat0.006375613
Severe Toxicity0.0012207031
Low Tox 0.048842013 Moderate Con 0.437 Economic_Argument
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
May this foreign energy never come to a red state in America.
May this foreign energy never come to a red state in America.
Identity Attack0.018470341
Insult0.014960921
Profanity0.011902207
Threat0.008686432
Severe Toxicity0.0015544891
Low Tox 0.048594624 Low Con 0.209 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Soon they want to be a separatist state… you’ll see
Soon they want to be a separatist state… you’ll see
Identity Attack0.015053716
Insult0.0154929245
Profanity0.014361672
Threat0.009178371
Severe Toxicity0.001707077
Low Tox 0.04686289 Low Con 0.114 Fear_Threat
Jan 16, 2026 Inside Canada's Indian Metropolis (Brampton)
That’s why we don’t want Canada as the 51st state
That’s why we don’t want Canada as the 51st state
Identity Attack0.02439919
Insult0.015264924
Profanity0.011253181
Threat0.007417747
Severe Toxicity0.0014209747
Low Tox 0.046368107 Low Con 0.197
Jan 27, 2026 Inside Canada's Indian Invasion...
Will state that I agree with the mature man in the blue coat. Once you decide to reside and become a citizen of any country it's imperative that you assimilate into that's country's culture. And …
Will state that I agree with the mature man in the blue coat. Once you decide to reside and become a citizen of any country it's imperative that you assimilate into that's country's culture. And to the gentleman who had the helmet on... I agree with you 💯💯💯
Identity Attack0.01565665
Insult0.016708933
Profanity0.0137468055
Threat0.006912862
Severe Toxicity0.0015640259
Low Tox 0.046120718 Constructive 0.772 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The United States government should be harshly criticizing Canada's immigration standards.
The United States government should be harshly criticizing Canada's immigration standards.
Identity Attack0.026609946
Insult0.014276917
Profanity0.010313802
Threat0.0071847234
Severe Toxicity0.0011062622
Low Tox 0.044636376 Low Con 0.195 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Or just don’t go to the states they don’t want Canadians in their country
Or just don’t go to the states they don’t want Canadians in their country
Identity Attack0.05821496
Insult0.007430107
Profanity0.00012378902
Threat0.0003808538
Severe Toxicity0.0000062438776
Low Tox 0.044531915 Comparative_Framing
Dec 8, 2025
"Punjab" is an Indian State. I do not know why they say that they are from Punjab.
"Punjab" is an Indian State. I do not know why they say that they are from Punjab.
Identity Attack0.037394293
Insult0.014390918
Profanity0.01982715
Threat0.0072365063
Severe Toxicity0.0017261505
Low Tox 0.044388983 Moderate Con 0.424 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that …
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that were the case the health, and safety of Canadians is in question because no one wants to see reality. Canada cannot save the world when the boat is sinking at home. Sad state of affairs and no one wants to address the dangers at home.
Identity Attack0.022791367
Insult0.018710041
Profanity0.009750174
Threat0.0066798385
Severe Toxicity0.0012397766
Low Tox 0.043646812 Constructive 0.523 Fear_Threat
Feb 26, 2026 11 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
All my respect for you went out the window when you shilled for a platform that tracks their users for pocket change. Do better or at least state the privacy risks of using it.
All my respect for you went out the window when you shilled for a platform that tracks their users for pocket change. Do better or at least state the privacy risks of using it.
Identity Attack0.0016186562
Insult0.020063626
Profanity0.013371054
Threat0.006433869
Severe Toxicity0.00084877014
Low Tox 0.043399423 Moderate Con 0.312 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
India: 1.4 billion people Combined population of USA, UK, Australia, Canada and NZ: 500 million That means you could double the populations of the Anglosphere countries with Indians and still have close to another billion …
India: 1.4 billion people Combined population of USA, UK, Australia, Canada and NZ: 500 million That means you could double the populations of the Anglosphere countries with Indians and still have close to another billion Indians. Or stated another way, you could quadruple the populations of the Anglophone countries with Indians
Identity Attack0.038683333
Insult0.011882903
Profanity0.013678487
Threat0.0072882893
Severe Toxicity0.0016212463
Low Tox 0.04290464 Moderate Con 0.318 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The only way Canada can be saved is to become the 51st state. Canadas population is just too small to keep up with the current amount of immigrants to not have them be the majority …
The only way Canada can be saved is to become the 51st state. Canadas population is just too small to keep up with the current amount of immigrants to not have them be the majority population within the next couple generations.
Identity Attack0.026007013
Insult0.014504919
Profanity0.010057608
Threat0.00666042
Severe Toxicity0.0012397766
Low Tox 0.040430736 Low Con 0.276 Fear_Threat
Feb 27, 2026 Inside Canada's Indian Invasion...
11:00 can we just talk about the economical and political state of India right now?
11:00 can we just talk about the economical and political state of India right now?
Identity Attack0.021786476
Insult0.011844902
Profanity0.020920247
Threat0.009877442
Severe Toxicity0.0022411346
Low Tox 0.03969839 Moderate Con 0.326 Question
Jan 29, 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.