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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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Search comment text, filter by category or toxicity level
Active: "This is not your Canada, …" 6,088 comments · Page 78 of 244
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian canadian citizens will aid the canadian government catching these people. I am in Canada now for the first time and its a beautiful country - don't destroy it like the UK has
Identity Attack0.43256098
Insult0.24928534
Profanity0.024609445
Threat0.036149003
Severe Toxicity0.015286255
Moderate 0.3625127 Constructive 0.594 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, …
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, Ireland, etc.? Anyway, I enjoyed the video. Brampton seems like a mini Punjab/ mini India. And driving over there is bad is true but why do the police and authorities don't do anything about it? Easy money from fines.
Identity Attack0.39870077
Insult0.25602314
Profanity0.031641733
Threat0.007547205
Severe Toxicity0.013414118
Moderate 0.3625127 Constructive 0.747 Moral_Argument
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
Come to Canada plan on a being a Canadian!!!!! If you want to keep your Indian culture than stay in India!!!
Come to Canada plan on a being a Canadian!!!!! If you want to keep your Indian culture than stay in India!!!
Identity Attack0.42615733
Insult0.1505596
Profanity0.022901481
Threat0.008867673
Severe Toxicity0.016900165
Moderate 0.3625127 Low Con 0.282
Dec 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme …
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme Muslims moved into their negative behaviour had a major impact on the citizenry. And these countries are no longer tolerating this.
Identity Attack0.46028158
Insult0.16551061
Profanity0.026044132
Threat0.04880493
Severe Toxicity0.015673593
Moderate 0.3625127 Constructive 0.557 Fear_Threat
Dec 25, 2025 2 likes Deportations From Canada at Their …
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like …
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like curry. Nothing resembles like old Canada. Turbans and beards in every corner. Hijab is the new fashion. English is a thing of the past. This is done because liberal party of Canada needed voters and they opened the flood gates. Here's an example of how bad things are in Canada. Google town of "WAWA" in Ontario Canada. This is an old mining town and it is pretty much dead. Now, look up the Indian population in this one horse town. Now, see what kind of invasion has happened and imagine that situation in a major city. Canada is ruined and funeral services will follow.
Identity Attack0.4006267
Insult0.26957804
Profanity0.049427703
Threat0.009204263
Severe Toxicity0.017416617
Moderate 0.3625127 Constructive 0.562 Identity_Assertion
Feb 13, 2026 Canada's tighter immigration policy divides …
keep crying and just FYI Red Indian also wanted White our of Canada. .. Think about that too
keep crying and just FYI Red Indian also wanted White our of Canada. .. Think about that too
Identity Attack0.38318536
Insult0.16831873
Profanity0.03239325
Threat0.0100069
Severe Toxicity0.013866014
Moderate 0.36095104 Moderate Con 0.376 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
When they heard Canada welcomes anybody, all dead beats rushed for a free ride. Awful immigration tactic. From envied country, now one to avoid. Terrible.
When they heard Canada welcomes anybody, all dead beats rushed for a free ride. Awful immigration tactic. From envied country, now one to avoid. Terrible.
Identity Attack0.28034934
Insult0.33154017
Profanity0.026317406
Threat0.029069828
Severe Toxicity0.0127685545
Moderate 0.36095104 Moderate Con 0.354 Policy_Critique
Jun 20, 2025 1 likes How Canada broke its immigration …
The “students” who came in the past 5 years kinda ruined it for older South Asian immigrants and brown kids who were born in Canada.
The “students” who came in the past 5 years kinda ruined it for older South Asian immigrants and brown kids who were born in Canada.
Identity Attack0.41052565
Insult0.19967617
Profanity0.039657943
Threat0.01101667
Severe Toxicity0.011444092
Moderate 0.36095104 Moderate Con 0.461 Identity_Assertion
Oct 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Liberal government policy any questions the media or citizen ask . They comply with we don’t have it we don’t know . This liberal has doing politics in Canada violating procedures, lying, and fooling the …
Liberal government policy any questions the media or citizen ask . They comply with we don’t have it we don’t know . This liberal has doing politics in Canada violating procedures, lying, and fooling the taxpayers with their fraud scam criminal activities .
Identity Attack0.06929302
Insult0.37279442
Profanity0.022423252
Threat0.007832011
Severe Toxicity0.0064849854
Moderate 0.36095104 Low Con 0.222 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Canada is cooked. Liberals have been allowed to destroy it!
Canada is cooked. Liberals have been allowed to destroy it!
Identity Attack0.27171627
Insult0.24928534
Profanity0.053435806
Threat0.06593887
Severe Toxicity0.014576134
Moderate 0.36095104 Low Con 0.164 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada needs a Name change . Call it what it really has become . CANINDIA. You will see more white people in New Delhi , than you see in many parts of Canada . As …
Canada needs a Name change . Call it what it really has become . CANINDIA. You will see more white people in New Delhi , than you see in many parts of Canada . As soon as there are more people from India in Government than white people , Canada will be a Third World Nation.
Identity Attack0.4453683
Insult0.16839184
Profanity0.028230323
Threat0.01052473
Severe Toxicity0.013155893
Moderate 0.36095104 Low Con 0.136 Fear_Threat
Sep 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
All Extortion cases in Canada originated from INDIA. INDIA sent all its criminals as students into Canada using diploma Mills.
All Extortion cases in Canada originated from INDIA. INDIA sent all its criminals as students into Canada using diploma Mills.
Identity Attack0.41975367
Insult0.24928534
Profanity0.023789622
Threat0.011249693
Severe Toxicity0.012833111
Moderate 0.36095104 Low Con 0.232
Sep 27, 2025 15 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 …
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)
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 …
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 …
What happened to the native /indigenous people of Canada.? The European cacadians whose ancestors occupied that land and murdered the natives should find from which european country their ancestors came and move back to europe …
What happened to the native /indigenous people of Canada.? The European cacadians whose ancestors occupied that land and murdered the natives should find from which european country their ancestors came and move back to europe if they can not tolerate the new brown non European immigrants.
Identity Attack0.44690517
Insult0.16853803
Profanity0.05243378
Threat0.060443077
Severe Toxicity0.01683561
Moderate 0.36095104 Moderate Con 0.321
Nov 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canada is Khalistan
Canada is Khalistan
Identity Attack0.39207554
Insult0.33998606
Profanity0.16636424
Threat0.014738814
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.212 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem of FREE nations of the west is ripe for invasion and take over from groups such as Islam who openly admit take over, and too many Indians flooding into Canada all caused by …
The problem of FREE nations of the west is ripe for invasion and take over from groups such as Islam who openly admit take over, and too many Indians flooding into Canada all caused by the Liberal government. This is an invasion not immigration!!!
Identity Attack0.43896464
Insult0.16773392
Profanity0.021398475
Threat0.009592636
Severe Toxicity0.014640691
Moderate 0.36095104 Low Con 0.293
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
You pay our TAX to accept Refugees, paying them monthly and then if they couldn't convince you, you pay from our TAX to remove them from Canada!!!! please review the laws, it's nonsense
You pay our TAX to accept Refugees, paying them monthly and then if they couldn't convince you, you pay from our TAX to remove them from Canada!!!! please review the laws, it's nonsense
Identity Attack0.18313584
Insult0.34548226
Profanity0.03189224
Threat0.009437286
Severe Toxicity0.008544922
Moderate 0.36095104 Moderate Con 0.473 Policy_Critique
Jan 1, 2026 1 likes Deportations From Canada at Their …
WHY CANADA TOOOO SOFT TO ALLOW THEM AT FIRST, REMOVE THEM, PROSECUTE ILLEGALS.
WHY CANADA TOOOO SOFT TO ALLOW THEM AT FIRST, REMOVE THEM, PROSECUTE ILLEGALS.
Identity Attack0.37361985
Insult0.16751462
Profanity0.022286616
Threat0.31092548
Severe Toxicity0.02077355
Moderate 0.36095104 Low Con 0.191
Sep 28, 2025 IRCC Names India in Study …
That hindu sabha will bring down canada . Mark this post .
That hindu sabha will bring down canada . Mark this post .
Identity Attack0.41052565
Insult0.15982662
Profanity0.052183274
Threat0.13549154
Severe Toxicity0.01644827
Moderate 0.36095104 Low Con 0.153
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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 …
for me very hard to believe; this people living in the USA, get here, and no money?? WHY WE HAVE TO GAVE THEM EVERYTHING,??? what about our own people?? no food no money but this …
for me very hard to believe; this people living in the USA, get here, and no money?? WHY WE HAVE TO GAVE THEM EVERYTHING,??? what about our own people?? no food no money but this "HUMAN " get it , what they want, PLEASE GO HOMEEEEE!!!!!!!! we was a legal landed immigrant 1986 but we was working in SWITZERLAND then they kicked us out, we was honest, we told them , we have a money, from jan. _ may we had to show the Canadian ambassador how much money we have, and we got here but no help. only the English school and we was so happy, 3 years later we asking the citizenship and we got it, THANK YOU CANADA
Identity Attack0.3072352
Insult0.2735258
Profanity0.07482228
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.67
Mar 16, 2019 How much do refugees and …
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...

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.