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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
30,738 comments · Page 626 of 1230
Where im from, the problem is 🇩🇿🇭🇹
Where im from, the problem is 🇩🇿🇭🇹
Identity Attack0.17381613
Insult0.04442204
Profanity0.04216301
Threat0.0083886795
Severe Toxicity0.0077819824
Low Tox 0.20056234 Moderate Con 0.318 Comparative_Framing
Feb 11, 2026 Inside Canada's Indian Invasion...
The French are the only ones that want to preserve their culture. English Canada is throwing away their culture in the name of diversity.😢
The French are the only ones that want to preserve their culture. English Canada is throwing away their culture in the name of diversity.😢
Identity Attack0.22859548
Insult0.04852104
Profanity0.014634945
Threat0.0083886795
Severe Toxicity0.0044059753
Low Tox 0.20056234 Moderate Con 0.369 Identity_Assertion
Nov 21, 2025 5 likes Quebec Ends Economic Immigration Program …
And these immigrants (all of them) must come to Canada after a very rigorous vetting screening process, bring their own money to support themselves during their entire stay in Canada, pay out of their own …
And these immigrants (all of them) must come to Canada after a very rigorous vetting screening process, bring their own money to support themselves during their entire stay in Canada, pay out of their own pocket for their medical expenses. Nothing should be paid by the host country...NOTHING. I don't have any recollection of ever going to a restaurant or hotel/motel and the country that im visiting is covering ALL OF MY LIVING COSTS DURING MY ENTIRE STAY. SO WHY SHOULD CANADA PAY TO HAVE THESE IMMIGRANTS IN THE COUNTRY, TAKING OUR JOBS, YET WE AS TAXPAYERS PAY FOR EVERYTHING FOR THEM. UH-UH, NO WAY, THATS NOT RIGHT. THEY should not have (or require) an interpretor in court, government office, at a traffic stop or anywhere. If the roles were reversed, Canadiens going to their foreign land definitely WOULD NOT RECEIVE ALL OF THE BENEFITS THAT THEY RECEIVE FROM OUR COUNTRY CALLED CANADA. People MUST VOICE THEIR opinions about their own lives and how these immigrants are raping our country for everything it has, and yet true Canadians get to lose more and more of their precious homeland. Ive seen muslim women and their children make some makeshift porter-potty curtained up where the deficate, and urinate in a hole dug into the sand ON THE BEACH and when they're ready to leave, they bury up the hole in the (BEACH SAND) sand, remove their tent and walk off the beach leaving behind them (I guess for Canadians to enjoy their presence on our soil) their little disgusting biohazard ☣️ waste in a public place where everyone walks bear foot, and use their bare hands. Thats simply revolting. JUST IMAGINE THE NEXT DAY, THAT A CANADIAN CHILD DIGS IN THE SAND TO PLAY WITH THRIR TOY CARS ETC. WHAT DISGUSTING MESS TO FIND AT THE BEACG. WHAT SICKNESSES DO THESE MUSLIMS (OBSERVED LEAVING THAT MINI SEPTIC SYSTEM THE PREVIOUS DAY) HAVE, AND WILL GET THE TRUE CANADIANS ILL AS A RESULT OF THEM IMPOSING THEIR FILTHY CULTURE WITH THEM. Frankly, as for myself, i can very well do without their presence because they do not respect our beautiful Canada. They're violent, rape and gang rape our young girls, attack our Canadians, won't assimilate to the ways of this country, wont speak our 2 official languages, wont follow our laws, bring with them the criminal element of using guns and knives and unspeakable violence. Please government of Canada; SEND THEM IMMEDIATELY BACK TO THEIR COUNTRY NEVER TO RETURN. From Canada 🇨🇦 ❤❤❤❤i subscribed, and love your message ❤️ on your channel. From Canada 🇨🇦 ❤️❤️❤️
Identity Attack0.15731181
Insult0.071433455
Profanity0.023243073
Threat0.0072235605
Severe Toxicity0.0064086914
Low Tox 0.20032968 Constructive 0.663 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
With legalized abortion and many divorces, immigration is extremely vital today
With legalized abortion and many divorces, immigration is extremely vital today
Identity Attack0.09080041
Insult0.02708937
Profanity0.049928714
Threat0.03165977
Severe Toxicity0.01121521
Low Tox 0.20032968 Low Con 0.251 Economic_Argument
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
The liberal government is to blame for all this. It is being done by design. They want us poor and hungry so that we become scared and obedient citizens.
The liberal government is to blame for all this. It is being done by design. They want us poor and hungry so that we become scared and obedient citizens.
Identity Attack0.052944973
Insult0.097093195
Profanity0.020032106
Threat0.009204263
Severe Toxicity0.0035476685
Low Tox 0.20032968 Low Con 0.295 Unverified_Claim
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Time for some major deportations.
Time for some major deportations.
Identity Attack0.10221587
Insult0.029493837
Profanity0.01805087
Threat0.05203775
Severe Toxicity0.0061798096
Low Tox 0.20032968 Low Con 0.243 Call_To_Action
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
JUSTING TRUDEAU AND THE LIBERAL PARTY MESS THEY WILL DO ANYTHING TO GET THE VOTES FOR IMMIGRANTS ANYTHING
JUSTING TRUDEAU AND THE LIBERAL PARTY MESS THEY WILL DO ANYTHING TO GET THE VOTES FOR IMMIGRANTS ANYTHING
Identity Attack0.11280017
Insult0.0811385
Profanity0.02023706
Threat0.008492245
Severe Toxicity0.0051879883
Low Tox 0.20032968 Low Con 0.213
Sep 28, 2025 IRCC Names India in Study …
1 and 2 kind of contradict eachother lmao
1 and 2 kind of contradict eachother lmao
Identity Attack0.012541492
Insult0.047349896
Profanity0.108590275
Threat0.010291707
Severe Toxicity0.00831604
Low Tox 0.20032968 Low Con 0.256 Meta_Commentary
Jan 14, 2026 1 likes Canada’s new rules in 2026
7:30 guess making him mentioning india would feed ur family for another 2 months
7:30 guess making him mentioning india would feed ur family for another 2 months
Identity Attack0.06567776
Insult0.05203446
Profanity0.034397304
Threat0.017328756
Severe Toxicity0.008811951
Low Tox 0.20032968 Low Con 0.234 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada belongs to India now
Canada belongs to India now
Identity Attack0.20680901
Insult0.059061307
Profanity0.03840541
Threat0.009126588
Severe Toxicity0.008354187
Low Tox 0.20032968 Low Con 0.217 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
You can Thank Justin Trudeau and Mark Carney the Liberal government for the downfall of Canadian Society.
You can Thank Justin Trudeau and Mark Carney the Liberal government for the downfall of Canadian Society.
Identity Attack0.050443888
Insult0.1087965
Profanity0.014122557
Threat0.008686432
Severe Toxicity0.0035095215
Low Tox 0.20032968 Low Con 0.26
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
BAN ANYONE THAT CANNOT PASS AN ENGLISH TEST NOW- A Test delivered Verbally or in Writing!
BAN ANYONE THAT CANNOT PASS AN ENGLISH TEST NOW- A Test delivered Verbally or in Writing!
Identity Attack0.05976611
Insult0.03885912
Profanity0.019758832
Threat0.03304107
Severe Toxicity0.0059890747
Low Tox 0.20032968 Low Con 0.092 Call_To_Action
Feb 24, 2026 'We do know that there's …
China 1.4 billion, India 1.5 billion, Africa 1.4 billion majority are poor and their countries encourage their people to leave to send back remittances, because they come from failed states. Living in a Republic/Democracy isn't …
China 1.4 billion, India 1.5 billion, Africa 1.4 billion majority are poor and their countries encourage their people to leave to send back remittances, because they come from failed states. Living in a Republic/Democracy isn't suitable for all cultures. Some cultures are just meant to live under a dictatorship. Not all cultures are equal but it's hard telling libs, feministe, progressives that. They believe everybody has equal value. Even heaven has rules to enter and there are no exceptions/illegals in heaven.
Identity Attack0.17226285
Insult0.08508729
Profanity0.029186781
Threat0.00780612
Severe Toxicity0.004825592
Low Tox 0.20032968 Constructive 0.517 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
QUEBEC IS FOR THE DESCENDANTS OF FRANCE WHO BUILT QUEBEC, IT IS NOW OUR HERITAGE, I WILL ENJOY YOUR TEARS LEAVING FREELOADERS
QUEBEC IS FOR THE DESCENDANTS OF FRANCE WHO BUILT QUEBEC, IT IS NOW OUR HERITAGE, I WILL ENJOY YOUR TEARS LEAVING FREELOADERS
Identity Attack0.04435511
Insult0.083112895
Profanity0.019280603
Threat0.01187109
Severe Toxicity0.007209778
Low Tox 0.20032968 Moderate Con 0.345
Nov 20, 2025 3 likes Quebec Ends Economic Immigration Program …
After the revolution, mass deportation!
After the revolution, mass deportation!
Identity Attack0.10221587
Insult0.030816011
Profanity0.020032106
Threat0.030623792
Severe Toxicity0.0059127808
Low Tox 0.20032968 Low Con 0.255
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
The scary thing is, there are still 1.4 billion Indians in India, and they all would love to live in the west
The scary thing is, there are still 1.4 billion Indians in India, and they all would love to live in the west
Identity Attack0.22859548
Insult0.04032305
Profanity0.040409464
Threat0.009825659
Severe Toxicity0.006752014
Low Tox 0.20032968 Low Con 0.185 Fear_Threat
Nov 10, 2025 Inside Canada's Indian Metropolis (Brampton)
The indians needs to learn from Canada how to built a better country in india
The indians needs to learn from Canada how to built a better country in india
Identity Attack0.26325142
Insult0.046178754
Profanity0.01982715
Threat0.007327127
Severe Toxicity0.005264282
Low Tox 0.20032968 Low Con 0.165
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Against improper new liberal immigration policies/ socialist NWO WHO agenda!!!
Against improper new liberal immigration policies/ socialist NWO WHO agenda!!!
Identity Attack0.1007269
Insult0.0820023
Profanity0.017982552
Threat0.0074048014
Severe Toxicity0.004787445
Low Tox 0.20032968 Low Con 0.137
Aug 26, 2025 Why Canadians Are Turning Against …
I live next to a historical house in my town which was known as "the cherry hill house", it went through a few owners as a restaurant and now its currently owned by indians who …
I live next to a historical house in my town which was known as "the cherry hill house", it went through a few owners as a restaurant and now its currently owned by indians who turned it into some hip trendy indian (albeit they make a very wide variety of food and the food itself is good) restaurant covering the over 200 year old house in fake flowers and christmas lights, it hurts how little they care about the buildings history
Identity Attack0.20483385
Insult0.06634661
Profanity0.055940874
Threat0.008582866
Severe Toxicity0.0062179565
Low Tox 0.20032968 Constructive 0.627 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Thank our liberals for all the immigrants from India. Now he's making more deals with them. They are nothing like us.
Thank our liberals for all the immigrants from India. Now he's making more deals with them. They are nothing like us.
Identity Attack0.20680901
Insult0.06372428
Profanity0.019963788
Threat0.0071717775
Severe Toxicity0.0037574768
Low Tox 0.20032968 Moderate Con 0.338 Policy_Critique
Mar 3, 2026 Inside Canada's Indian Invasion...
I would love to know the iq of the bike guy😢😢😢😢
I would love to know the iq of the bike guy😢😢😢😢
Identity Attack0.018269362
Insult0.06687108
Profanity0.057944927
Threat0.012492486
Severe Toxicity0.0066375732
Low Tox 0.20032968 Low Con 0.283 Humor_Satire
Feb 11, 2026 22 likes Inside Canada's Indian Invasion...
This is what the liberals want lmao
This is what the liberals want lmao
Identity Attack0.056582913
Insult0.0638991
Profanity0.10797132
Threat0.010938995
Severe Toxicity0.008735657
Low Tox 0.20032968 Low Con 0.214 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
youtube slop
youtube slop
Identity Attack0.016862517
Insult0.056133457
Profanity0.124631
Threat0.013702838
Severe Toxicity0.009689331
Low Tox 0.20032968 Moderate Con 0.449 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
If you're not happy, you can leave !!!!!!
If you're not happy, you can leave !!!!!!
Identity Attack0.0071775843
Insult0.06302499
Profanity0.022559889
Threat0.02440793
Severe Toxicity0.0050354004
Low Tox 0.20032968 Moderate Con 0.306
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Cut the bs buddy They didn’t lay down a single brick, asphalt, or concrete All of which wasn’t built by them
Cut the bs buddy They didn’t lay down a single brick, asphalt, or concrete All of which wasn’t built by them
Identity Attack0.01087737
Insult0.06250052
Profanity0.14490221
Threat0.040638234
Severe Toxicity0.009002686
Low Tox 0.20032968 Low Con 0.195
Oct 29, 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.