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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: "They are just in Canada …" 6,088 comments · Page 80 of 244
OMG! As a muslim Canadian, I can tell you I came to Canada because it is not a Muslim country. I wanted to be here because it is NOT muslim. And as a secular Canadian, …
OMG! As a muslim Canadian, I can tell you I came to Canada because it is not a Muslim country. I wanted to be here because it is NOT muslim. And as a secular Canadian, I tell everyone to keep your culture in your house. That’s where it belongs.
Identity Attack0.44690517
Insult0.12521741
Profanity0.044668075
Threat0.007301235
Severe Toxicity0.016964722
Moderate 0.36095104 Constructive 0.579 Identity_Assertion
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Colonizers gettinf colonized...theyre taking over and Canada is letting it happen. Shameful
Colonizers gettinf colonized...theyre taking over and Canada is letting it happen. Shameful
Identity Attack0.19100772
Insult0.34237885
Profanity0.027820412
Threat0.009981008
Severe Toxicity0.01083374
Moderate 0.36095104 Low Con 0.234
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
there should be a CAP per country! We are filling Canada with Indians and Arabs. Cultures so far removed western life. It should be only 20K limit a year PER country and I still think …
there should be a CAP per country! We are filling Canada with Indians and Arabs. Cultures so far removed western life. It should be only 20K limit a year PER country and I still think that's insanely high.
Identity Attack0.44690517
Insult0.18728738
Profanity0.06495911
Threat0.023026628
Severe Toxicity0.02116089
Moderate 0.36095104 Constructive 0.55 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Canada traded their guns for punjabis 😂😢
Canada traded their guns for punjabis 😂😢
Identity Attack0.3958119
Insult0.17734702
Profanity0.07708528
Threat0.09009721
Severe Toxicity0.021548226
Moderate 0.36095104 Low Con 0.159 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
These entitled son of $”& ruined Canada.
These entitled son of $”& ruined Canada.
Identity Attack0.07591068
Insult0.36365277
Profanity0.028093686
Threat0.028206514
Severe Toxicity0.010604858
Moderate 0.36095104 Low Con 0.161 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
The corrupt politicians are allowing Canada to be invaded. And you can't vote them out because the elections are rigged. It wont be long until there are no more Canadians in Canada. The country will …
The corrupt politicians are allowing Canada to be invaded. And you can't vote them out because the elections are rigged. It wont be long until there are no more Canadians in Canada. The country will need to be renamed.
Identity Attack0.18546575
Insult0.37279442
Profanity0.020373698
Threat0.010162249
Severe Toxicity0.007019043
Moderate 0.36095104 Low Con 0.157 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is a favouritism country If you are not from India, Pakistan Bangladesh You cannot get a job
Canada is a favouritism country If you are not from India, Pakistan Bangladesh You cannot get a job
Identity Attack0.43256098
Insult0.20901857
Profanity0.043916557
Threat0.010265815
Severe Toxicity0.017416617
Moderate 0.36095104 Low Con 0.179 Policy_Critique
Feb 16, 2026 Inside Canada's Indian Invasion...
Wild how Canada also has a HUGE influx of Russians and Ukrainians but we don't hear about it because they come here; work, pay taxes and live honestly. Meanwhile you import the Middle East and …
Wild how Canada also has a HUGE influx of Russians and Ukrainians but we don't hear about it because they come here; work, pay taxes and live honestly. Meanwhile you import the Middle East and they want to bring the Middle East to Canada. Leave the Sihks and Muslims in the Middle East, they are not civil or educated enough for the Western way of life.
Identity Attack0.44690517
Insult0.21368977
Profanity0.022696527
Threat0.009074804
Severe Toxicity0.014705247
Moderate 0.36095104 Moderate Con 0.411 Comparative_Framing
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st …
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st solution NOW
Identity Attack0.27340925
Insult0.35677677
Profanity0.027547138
Threat0.00789674
Severe Toxicity0.010375977
Moderate 0.36095104 Moderate Con 0.333 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada became CANINDIA. its done. Over. Bring more indians.
Canada became CANINDIA. its done. Over. Bring more indians.
Identity Attack0.40713623
Insult0.23704576
Profanity0.089693464
Threat0.028206514
Severe Toxicity0.022710243
Moderate 0.36095104 Low Con 0.141
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian lawyers and law makers are behind running fraudulent immigration scams in Canada, including government agencies ,no student work permits, spousal work permits or or temp work permits should be given to Indians, most of …
Indian lawyers and law makers are behind running fraudulent immigration scams in Canada, including government agencies ,no student work permits, spousal work permits or or temp work permits should be given to Indians, most of documents provided by Indians are fake such as education certificates, work experience, income, savings, birth certificates, marriage certificates ,English test reports ,Indian government and private companies make huge income from sending Indians to Canada.
Identity Attack0.44690517
Insult0.23704576
Profanity0.021330157
Threat0.008259222
Severe Toxicity0.012054443
Moderate 0.36095104 Moderate Con 0.315 Unverified_Claim
Sep 28, 2025 9 likes IRCC Names India in Study …
Those people need to leave Canada they are not here to be Canadian so they should go
Those people need to leave Canada they are not here to be Canadian so they should go
Identity Attack0.38185352
Insult0.16795322
Profanity0.033144772
Threat0.014393489
Severe Toxicity0.016060932
Moderate 0.36095104 Low Con 0.2
Aug 26, 2025 Why Canadians Are Turning Against …
Native Canada, and they spoke with white people 😂😂😂
Native Canada, and they spoke with white people 😂😂😂
Identity Attack0.41222036
Insult0.09416737
Profanity0.055940874
Threat0.008815889
Severe Toxicity0.014059683
Moderate 0.36095104 Low Con 0.245 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Get ICE to Canada and deport these fraudulent and hold these people accountable!
Get ICE to Canada and deport these fraudulent and hold these people accountable!
Identity Attack0.09659086
Insult0.37960073
Profanity0.023584666
Threat0.050744623
Severe Toxicity0.009841919
Moderate 0.36095104 Low Con 0.184 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Everywhere you go now is Indians trying to scam every system, break every rule to suit themselves. Just today - I couldn't even buy butter without an Indian being halted at the checkout for ignoring …
Everywhere you go now is Indians trying to scam every system, break every rule to suit themselves. Just today - I couldn't even buy butter without an Indian being halted at the checkout for ignoring the "six pounds or less" limit per customer the store had imposed. Went to drive thru - couldn't understand the person on other end of speaker. It's everywhere and politicians are all the same. 3000 more Indians into Canada, every day without fail.
Identity Attack0.44690517
Insult0.24493282
Profanity0.038906425
Threat0.011586283
Severe Toxicity0.013349563
Moderate 0.36095104 Constructive 0.564 Unverified_Claim
Sep 19, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
the brain washing propaganda needing to import our replacements is BS. In my lifetime our population has doubled from the immigrants and we are way worse.. when the population was half of what it is …
the brain washing propaganda needing to import our replacements is BS. In my lifetime our population has doubled from the immigrants and we are way worse.. when the population was half of what it is now Canada was in a much better place.. so stop repeating the BS. This is the great replacement and they are not immigrants.. They are the villagers scamming their way here by fake schools or low skill jobs who have no plans to leave.. They have no respect for the country letting them in.. I have never gone to INdia, nor do i want to go.. I don't want to feel like im a stranger in my own country. The amount of crap happening is insane! I hate this country. your new First Post national state nightmare!
Identity Attack0.22458547
Insult0.35016364
Profanity0.10920923
Threat0.009023022
Severe Toxicity0.01502803
Moderate 0.36095104 Moderate Con 0.497
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
The managed decline of canada welcome to your slavitude 😅😅😅😅😅
The managed decline of canada welcome to your slavitude 😅😅😅😅😅
Identity Attack0.23770751
Insult0.26957804
Profanity0.02795705
Threat0.011922873
Severe Toxicity0.013736901
Moderate 0.36095104 Low Con 0.143 Fear_Threat
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
There are all scammers. No they can’t find them they’re all over Canada.
There are all scammers. No they can’t find them they’re all over Canada.
Identity Attack0.10221587
Insult0.40243408
Profanity0.037403382
Threat0.007340072
Severe Toxicity0.0060653687
Moderate 0.36095104 Low Con 0.248 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
We wouldn't have any other option lmfao Now that's Haram .....Get them out Canada
We wouldn't have any other option lmfao Now that's Haram .....Get them out Canada
Identity Attack0.28034934
Insult0.24835461
Profanity0.124631
Threat0.021300001
Severe Toxicity0.018707745
Moderate 0.36095104 Low Con 0.287 Call_To_Action
Aug 29, 2025 Why Canadians Are Turning Against …
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have …
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have Indian MP's with lots of influence on immigration policy such as Fake student visa, visitor or travel visa which are the back door of illegal immigration process!
Identity Attack0.40883094
Insult0.1935001
Profanity0.023243073
Threat0.009463178
Severe Toxicity0.012435913
Moderate 0.36095104 Constructive 0.512 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Welcome to the new state of Canjabia, the Maritime provinces are now flooded with these Indian Punjabi’s, they’ve taken over most low level jobs, housing prices have skyrocketed just like you’ll see 3-4 drivers in …
Welcome to the new state of Canjabia, the Maritime provinces are now flooded with these Indian Punjabi’s, they’ve taken over most low level jobs, housing prices have skyrocketed just like you’ll see 3-4 drivers in one truck , its double in a house/apartment 8-10. Caledonia industrial park has a notorious company Safex known for hiring Punjabi drivers, among a few. How Canada hasn’t formed a Punjabi foreign military brigade is mind boggling maybe P.P needs to ask clowney in parliament 😂😂 on a serious note it’s an invasion, domination by these fake TFW 💯 came as students but have no transcripts to show they studied and graduated. Canada is F’kd . Pardon my language!!!!
Identity Attack0.27340925
Insult0.37506318
Profanity0.054938845
Threat0.009722093
Severe Toxicity0.009536743
Moderate 0.36095104 Constructive 0.562
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
My only problem with immigrants is that when you are in another country, you should conform to that country not try to make it a replica of your former country. Many don't even want to …
My only problem with immigrants is that when you are in another country, you should conform to that country not try to make it a replica of your former country. Many don't even want to learn the language. Anyway from the video, the number of unemployed Canadians are not because of the Indians, they just don't want to work hard to earn a living, they want handouts. Most look like homeless druggies, don't blame others for what you did to yourself. If you are unhappy where you are, Canada is a big place go somewhere else and start over.
Identity Attack0.38176915
Insult0.3388922
Profanity0.05543986
Threat0.008323951
Severe Toxicity0.014511578
Moderate 0.36043653 Constructive 0.588
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm from India. I'm happy that I don't live in CANADA!
I'm from India. I'm happy that I don't live in CANADA!
Identity Attack0.4453683
Insult0.0720671
Profanity0.030639706
Threat0.010084574
Severe Toxicity0.014705247
Moderate 0.36043653 Constructive 0.505 Comparative_Framing
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Tyler please investigate all the indian politicians in canada that are supporting all the Indian migration and fraud in Canada
Tyler please investigate all the indian politicians in canada that are supporting all the Indian migration and fraud in Canada
Identity Attack0.41975367
Insult0.24928534
Profanity0.023516348
Threat0.008712323
Severe Toxicity0.011291504
Moderate 0.36043653 Low Con 0.23 Call_To_Action
Feb 27, 2026 3 likes Inside Canada's Indian Invasion...
congratulations, canada is doomed just like india
congratulations, canada is doomed just like india
Identity Attack0.3817989
Insult0.26957804
Profanity0.038906425
Threat0.010990778
Severe Toxicity0.014511578
Moderate 0.36043653 Low Con 0.241 Fear_Threat
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)

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.