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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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30,738 comments · Page 578 of 1230
Biasa berbohong..omongannya betul2 tidak bisa di percaya
Biasa berbohong..omongannya betul2 tidak bisa di percaya
Identity Attack0.0059936526
Insult0.17486192
Profanity0.20700185
Threat0.007417747
Severe Toxicity0.0076675415
Low Tox 0.2359567 Low Con 0.189 Unverified_Claim
Feb 12, 2026 Inside Canada's Indian Invasion...
Hmmm, come to Canada from your 3rd world country and we will give your family a one time payment of $50,000. More money than you have ever seen in your life time. Literally like winning …
Hmmm, come to Canada from your 3rd world country and we will give your family a one time payment of $50,000. More money than you have ever seen in your life time. Literally like winning the lottery. No wonder all these border jumpers are clambering here. I mean if, say Switzerland, was offering you, yes you, a cheque for $50k to come live in their country wouldnt you take it if you didnt have much here in Canada? Like didnt own property, didnt have a great job, etc etc. Of course you would.
Identity Attack0.18235919
Insult0.09270445
Profanity0.02119352
Threat0.007598988
Severe Toxicity0.0073242188
Low Tox 0.2359567 Moderate Con 0.353
Dec 21, 2017 18 likes How much do refugees and …
This cannot happen soon enough. Canadians are dieing in vast numbers on our highways from these folks unable to drive in our systems. Cars are stolen in large numbers, extortion is rampant, home invasion is …
This cannot happen soon enough. Canadians are dieing in vast numbers on our highways from these folks unable to drive in our systems. Cars are stolen in large numbers, extortion is rampant, home invasion is at an all time high. These folks obviously are not responsible for all of it but they play a big part in the problem. The obvious protesters that are interfering with everyday life and the obvious hatred towards certain groups needs to be dealt with. Send them home since they do not appreciate being canadian.
Identity Attack0.13591312
Insult0.14331897
Profanity0.01982715
Threat0.0347677
Severe Toxicity0.0077819824
Low Tox 0.2359567 Constructive 0.574 Fear_Threat
Feb 19, 2026 2.9 million Canadian temporary visas …
It's probably because a lot of these applicants are misrepresenting themselves. One of the bureaucrats realizes doesn't want their name attached to this fraudulent person so they kick it back to someone else and they …
It's probably because a lot of these applicants are misrepresenting themselves. One of the bureaucrats realizes doesn't want their name attached to this fraudulent person so they kick it back to someone else and they just stay in limbo.
Identity Attack0.008065533
Insult0.16897665
Profanity0.022218296
Threat0.029587816
Severe Toxicity0.003566742
Low Tox 0.2359567 Moderate Con 0.38 Policy_Critique
Jan 19, 2026 8 likes Why Canada’s immigration system has …
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros. We currently …
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros. We currently face a takeover by agitators and elites who proscribe to bankrupt and diminish our values; to tear us down and rebuild the land in "their image" and enrich themselves in the process. Not the Canada I used to Love, Not Glorious and Free ... Who stands on guard ? What became of "We" ? GOD SAVE OUR LAND
Identity Attack0.10221587
Insult0.123407245
Profanity0.035148825
Threat0.009644418
Severe Toxicity0.0060272217
Low Tox 0.2359567 Constructive 0.595 Identity_Assertion
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Invasion is everywhere
Invasion is everywhere
Identity Attack0.13377325
Insult0.03768798
Profanity0.05168226
Threat0.016292779
Severe Toxicity0.011749268
Low Tox 0.2359567 Moderate Con 0.33 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank Justin Trudeau for this. I was born here in Ottawa and live in low income housing. I worked since 16 years of age times have changed. Immigrants need to be sent back. All the …
Thank Justin Trudeau for this. I was born here in Ottawa and live in low income housing. I worked since 16 years of age times have changed. Immigrants need to be sent back. All the people from India have taken jobs at Esso, Shell, Tim Hortons. Citcle K, McDonald's, Walmart!!!
Identity Attack0.27682206
Insult0.07903719
Profanity0.014190876
Threat0.009981008
Severe Toxicity0.006790161
Low Tox 0.2359567 Constructive 0.705 Economic_Argument
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Immigration technically is an asset for a country like Canada, however the open door policy turned that asset into a liability. When you have a migrant community congregate into ghetto like fashion, you know your …
Immigration technically is an asset for a country like Canada, however the open door policy turned that asset into a liability. When you have a migrant community congregate into ghetto like fashion, you know your policy has failed somewhere. Psychologically speaking human would naturally gravitate towards people they have similarities(language, color, likes & dislikes, etc) with and congregate as a "tribe" for warmth & security. Just put one white person alone in the middle of an Indian market at rush hour, i promise you they'd run to the first white person they spot for "security", now tell that one guy that he has to live in India for the foreseeable future and that he has a choice of living in any area of that city and he learns that there a part of town where most of the white people live, where do you think he'll go?
Identity Attack0.2764353
Insult0.07840354
Profanity0.027547138
Threat0.008789998
Severe Toxicity0.0059890747
Low Tox 0.2359567 Constructive 0.665 Policy_Critique
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Its been like that for ages i used to visit Vancouver canada when turned 19 im from wa state and hella imdians their
Its been like that for ages i used to visit Vancouver canada when turned 19 im from wa state and hella imdians their
Identity Attack0.27875587
Insult0.07840354
Profanity0.09775851
Threat0.009230154
Severe Toxicity0.009536743
Low Tox 0.2359567 Moderate Con 0.465 Personal_Narrative
Feb 27, 2026 Inside Canada's Indian Invasion...
Their IQ is higher than Trump's!😂😂😂😂😂😂
Their IQ is higher than Trump's!😂😂😂😂😂😂
Identity Attack0.011469335
Insult0.16802633
Profanity0.020168742
Threat0.0067445673
Severe Toxicity0.0032234192
Low Tox 0.2359567 Low Con 0.131 Humor_Satire
Feb 24, 2026 Inside Canada's Indian Invasion...
Import the 3rd world, become the 3rd world.
Import the 3rd world, become the 3rd world.
Identity Attack0.1294935
Insult0.04149419
Profanity0.025360947
Threat0.013631714
Severe Toxicity0.01083374
Low Tox 0.2359567 Low Con 0.093 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s not about votes. It’s to water down / destroy Christian morality. You can’t easily control an educated, moral people with integrity. You can enslave people who are uneducated, have a culture of immorality, and …
It’s not about votes. It’s to water down / destroy Christian morality. You can’t easily control an educated, moral people with integrity. You can enslave people who are uneducated, have a culture of immorality, and that feel their pay check and freedom come from the government. Education in this context is the workings and history of this country.
Identity Attack0.23239216
Insult0.07333439
Profanity0.019553876
Threat0.03235042
Severe Toxicity0.0064468384
Low Tox 0.2359567 Moderate Con 0.35 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Bike guy is based af!! Lol. He needs a youtube channel!!
Bike guy is based af!! Lol. He needs a youtube channel!!
Identity Attack0.014149316
Insult0.08212569
Profanity0.094542764
Threat0.011042561
Severe Toxicity0.008888245
Low Tox 0.2359567 Moderate Con 0.351 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The Canadian government is failure by controlling.
The Canadian government is failure by controlling.
Identity Attack0.11744241
Insult0.15698463
Profanity0.019143965
Threat0.00713294
Severe Toxicity0.0040626526
Low Tox 0.2359567 Low Con 0.155 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada need put a fence the same like the USA have with Mexico.
Canada need put a fence the same like the USA have with Mexico.
Identity Attack0.27340925
Insult0.04383647
Profanity0.019485557
Threat0.056240413
Severe Toxicity0.008544922
Low Tox 0.2359567 Low Con 0.142 Policy_Critique
Jan 5, 2026 3 likes Migrants cross into Canada near …
Import the 3rd world, become the 3rd world.
Import the 3rd world, become the 3rd world.
Identity Attack0.1294935
Insult0.04149419
Profanity0.025360947
Threat0.013631714
Severe Toxicity0.01083374
Low Tox 0.2359567 Low Con 0.093 Unverified_Claim
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians r the best immigrants. Their nice, hard working, their food is bomb, what more could u ask for.
Indians r the best immigrants. Their nice, hard working, their food is bomb, what more could u ask for.
Identity Attack0.24293575
Insult0.059061307
Profanity0.06946823
Threat0.013528148
Severe Toxicity0.0127685545
Low Tox 0.2359567 Constructive 0.536 Solidarity
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
Indian gave me a job 2 times at Walmart good people 😂😂😂
Indian gave me a job 2 times at Walmart good people 😂😂😂
Identity Attack0.23011416
Insult0.06285016
Profanity0.072882555
Threat0.0078449575
Severe Toxicity0.009841919
Low Tox 0.2359567 Moderate Con 0.49 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is out of control and blow my mind that the government of Canada who did all this disaster. We are all immigrants in this country but this is an invasion not immigration. I love …
This is out of control and blow my mind that the government of Canada who did all this disaster. We are all immigrants in this country but this is an invasion not immigration. I love Canada but I regret coming here.
Identity Attack0.21470967
Insult0.082372494
Profanity0.017436003
Threat0.008000307
Severe Toxicity0.005302429
Low Tox 0.2359567 Constructive 0.532
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, …
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, so-called white American, and love Sanatana Dharm, or what most people call Hinduism - that term should soon be forgotten. Anyway, this video shows a variety of people called Indians but whom are vastly different in belief. So much so, they maybe fighting in India but abroad, they stick together. Islam and most Indian philosophies (they are not religions as there is no overarching institution or organization) feed the "devotees" several times a day...it is a part of the culture, shared meals with those who share faith. The Indians, they basically want a better life and will send money home. Muslims will buy land through a trust and then buy more and more. I don't know about Canada, but there are no such cultures in America - well, the Church has bought a lot of land but does nothing to serve people. The Mormons have land and a strong daily schedule, some community churches have very strong programs, but as a whole, The Church has done nothing to make itself appealing and therefore, there's no opposite or equal force. What to do? and as far as assimilating, yes, they should, but to what? Should they start playing hockey, drinking beer, etc. The second gen might. The West has lost it's way and religion isn't the solution but a culture not so decadent would be a good start.
Identity Attack0.28034934
Insult0.06722072
Profanity0.075792134
Threat0.014911477
Severe Toxicity0.008888245
Low Tox 0.2359567 Constructive 0.847
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks to J T 8 years as prime minister. We are suffering his mess he left here.
Thanks to J T 8 years as prime minister. We are suffering his mess he left here.
Identity Attack0.0044767405
Insult0.20434737
Profanity0.021808386
Threat0.006809296
Severe Toxicity0.002193451
Low Tox 0.2359567 Moderate Con 0.423 Policy_Critique
Oct 11, 2025 IRCC Names India in Study …
Thank a liberal for the mess we are in
Thank a liberal for the mess we are in
Identity Attack0.10221587
Insult0.13969865
Profanity0.03915693
Threat0.008582866
Severe Toxicity0.0045394897
Low Tox 0.2359567 Low Con 0.273 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
Better leave. If not, we will make you leave.
Better leave. If not, we will make you leave.
Identity Attack0.008028535
Insult0.05203446
Profanity0.018665737
Threat0.16699752
Severe Toxicity0.007820129
Low Tox 0.2359567 Low Con 0.175
Jan 16, 2026 2.9 million Canadian temporary visas …
I live in a town called west St. Paul it's just the smaller version of this but everyone's Indian except some
I live in a town called west St. Paul it's just the smaller version of this but everyone's Indian except some
Identity Attack0.28034934
Insult0.06459839
Profanity0.07047026
Threat0.0104988385
Severe Toxicity0.008544922
Low Tox 0.2359567 Moderate Con 0.475
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
So native Canadians are white English people? Do you know how Canada was invaded and by whom.
So native Canadians are white English people? Do you know how Canada was invaded and by whom.
Identity Attack0.28034934
Insult0.047935467
Profanity0.019212283
Threat0.009230154
Severe Toxicity0.005493164
Low Tox 0.2359567 Low Con 0.228 Moral_Argument
Jan 27, 2026 2 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.