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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

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Active: "If your country is so …" 3,912 comments · Page 23 of 157
Wow, What a 'hot take'. 🙄There are assholes everywhere - So when the country increases immigration massively, Canada will see an influx of both amazing people AND assholes. Reducing it to a race issue is …
Wow, What a 'hot take'. 🙄There are assholes everywhere - So when the country increases immigration massively, Canada will see an influx of both amazing people AND assholes. Reducing it to a race issue is so reductive and incredibly ignorant. This is a complex issue - most communities are suffering from a lack of infrastructure and planning with the sudden mass immigration that's happened. Let me also remind you - Canada is a MULTICULTURAL country, with most of it being TREATY LAND. Which means that at one point, us or our ancestors were the assholes who came here and didn't assimilate. If you're not ready to have some grace and embrace people individually, feel free to move down to that melting pot you're so fond of.
Identity Attack0.26833034
Insult0.56997263
Profanity0.41375932
Threat0.011146127
Severe Toxicity0.09912638
Moderate 0.5716857 Constructive 0.702 Insult Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
For other countries , Canada has made immigration soo difficult with education level requirements/income requirements/ blah blah but not for Indians. They now consider themselves owners of that part of Canada and try to enforce …
For other countries , Canada has made immigration soo difficult with education level requirements/income requirements/ blah blah but not for Indians. They now consider themselves owners of that part of Canada and try to enforce their shitty rules from back home.
Identity Attack0.45610145
Insult0.4986907
Profanity0.47435758
Threat0.008686432
Severe Toxicity0.02491361
Moderate 0.5716857 Moderate Con 0.311
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
My country is ruined. I hate Canada now.
My country is ruined. I hate Canada now.
Identity Attack0.57150364
Insult0.34626248
Profanity0.18417911
Threat0.046218675
Severe Toxicity0.02439716
Moderate 0.5716857 Moderate Con 0.373 Identity Attack Identity_Assertion
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
stop blaming indians ok you guys dont want to earn you just want free foods and free services from govt. and indians who migerate to canada or any other countries they built there own business …
stop blaming indians ok you guys dont want to earn you just want free foods and free services from govt. and indians who migerate to canada or any other countries they built there own business empire with lots of hard work not like you to ask free food and shelters.. so nvr blame any indian for ur stupid decisions... indians are hard workiing more than you they have capacity pay loans and everything... u guys dont have any things.. than y blaming indians or any other countries coz u didnt survive.. soo mind it.
Identity Attack0.46028158
Insult0.5678696
Profanity0.2687007
Threat0.025443908
Severe Toxicity0.031420294
Moderate 0.5716857 Moderate Con 0.474 Insult Solidarity
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration levels should be zero until we deport all the illegals in the country and so-called a silent claimers and students who is visas have expired and then we should go back to bringing an …
Immigration levels should be zero until we deport all the illegals in the country and so-called a silent claimers and students who is visas have expired and then we should go back to bringing an immigrants according to their value to our society not the scum of the earth that we're taking in now
Identity Attack0.46028158
Insult0.5739874
Profanity0.2801717
Threat0.037530303
Severe Toxicity0.02430326
Moderate 0.5716857 Moderate Con 0.328 Insult Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
India is the dirtiest country in the world. A lot of people don't take daily baths
India is the dirtiest country in the world. A lot of people don't take daily baths
Identity Attack0.57150364
Insult0.47384647
Profanity0.3051381
Threat0.012647836
Severe Toxicity0.16960317
Moderate 0.5716857 Moderate Con 0.306 Identity Attack Unverified_Claim
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Where are they? Everywhere. Nasty people they are trying to build this country like their country. Big statues big noisy gatherings so loud in public no following road rules or any policies. Just most of …
Where are they? Everywhere. Nasty people they are trying to build this country like their country. Big statues big noisy gatherings so loud in public no following road rules or any policies. Just most of them are garbage. There are good ones too who adopt to this country and follow things
Identity Attack0.14233272
Insult0.6306599
Profanity0.22592722
Threat0.008505191
Severe Toxicity0.022064678
Moderate 0.5716857 Moderate Con 0.321 Insult Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
Our country is really starting to suck with our migrant issues
Our country is really starting to suck with our migrant issues
Identity Attack0.36702603
Insult0.4125297
Profanity0.44890457
Threat0.009230154
Severe Toxicity0.02416241
Moderate 0.5716857 Low Con 0.293 Fear_Threat
Feb 28, 2026 Inside Canada's Indian Invasion...
8:33 polish dude is f up. He is definitely a criminal. Poland is more safe than any country in the world.
8:33 polish dude is f up. He is definitely a criminal. Poland is more safe than any country in the world.
Identity Attack0.46028158
Insult0.48675314
Profanity0.36230123
Threat0.039256934
Severe Toxicity0.1465323
Moderate 0.5716857 Moderate Con 0.351 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I welcome immigrants as long as they keep their garbage in the old country. That's why your here.
I welcome immigrants as long as they keep their garbage in the old country. That's why your here.
Identity Attack0.5135796
Insult0.54471385
Profanity0.2356715
Threat0.009463178
Severe Toxicity0.023599008
Moderate 0.5716857 Moderate Con 0.388 Identity Attack Insult
Aug 29, 2025 Why Canadians Are Turning Against …
I wouldn't worry about the name calling, don't care DOES AFFECT ME. IVE BEEN CALLED A LOT OF NAMES IN MY LIFE RACIST IS AT THE BOTTOM OF THE LIST. IT IS NOT RACIST TO …
I wouldn't worry about the name calling, don't care DOES AFFECT ME. IVE BEEN CALLED A LOT OF NAMES IN MY LIFE RACIST IS AT THE BOTTOM OF THE LIST. IT IS NOT RACIST TO STAND UP FOR YOURSELF OR COUNTRY. THESE PEOPLE ONLY HAVE RACIST TO GO NO THEY HAVE NOTHING ELSE TO FIGHT WITH. MOST OF THEM ARE DUNNB AS THEY COME. LOOK AT THE COUNTRY THEY COME FROM THEY ARE SHIT HOLES, THESE PEOPLE WHO INVADED OUR COUMTRY DID THID TO THEIR COUNTRY. BIRTH RATE IS A EXCUSE FOR THE INVASION. LESS PEOPLE LESS MEDICAL, LESS EVERYTHING. THIS IS TRUDEAUS AND HIS GOON SQUAD FAULT. THEY NEED TO BE RUN DOWN BE CHARGED WITH TREASON, SINCE THEY LIKE TO MENTION THE COLONIZATION WE SHOULD FOLLOW THE LAWS FOT TREASO THEY USED BACK THEN. DONT LISTEN TO THEM, TELL THEM TO PUT IT WHERE THE SUN DONT SHINE. WE ALL WANT THEM OUT. MOST OF HEM HAVE GOTTEN THEY MONEY FROM ILLEGALS GAINS TO COME HERE. PEOLE HAVE TO QUIT HIREING. HEM, QUIT FUNDING THEM, QUIT GIVING INTO THEM
Identity Attack0.44690517
Insult0.5177041
Profanity0.47001255
Threat0.051391184
Severe Toxicity0.1762085
Moderate 0.568186 Moderate Con 0.4 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
You guys have spoiled your country by letting in sicks(sikhs) and punjabis. Hope someday you have courage to kick them out
You guys have spoiled your country by letting in sicks(sikhs) and punjabis. Hope someday you have courage to kick them out
Identity Attack0.56445944
Insult0.48313886
Profanity0.26802593
Threat0.52199906
Severe Toxicity0.34954423
Moderate 0.568186 Low Con 0.226 Identity Attack Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We …
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We came and worked hard to be an asset to this country....not to leach from it. These Indians coming from India come to rape our land , use or medical system, create gangs.........they need to go back home. But the useless Liberals wont let this happen, as they need their votes.
Identity Attack0.55044734
Insult0.5678696
Profanity0.17008601
Threat0.05688698
Severe Toxicity0.038593806
Moderate 0.568186 Constructive 0.601 Identity Attack Insult Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
They are constantly on their phones especially when they're driving. They are a danger to other drivers. This isn't India, please put the damn phone down while driving. If you're going to stay on cmaafa, …
They are constantly on their phones especially when they're driving. They are a danger to other drivers. This isn't India, please put the damn phone down while driving. If you're going to stay on cmaafa, follow our laws. If not, you're more than welcome to go back to your country.
Identity Attack0.44690517
Insult0.47357693
Profanity0.4989438
Threat0.030278467
Severe Toxicity0.067522444
Moderate 0.568186 Constructive 0.52
Jan 27, 2026 Inside Canada's Indian Invasion...
100% We are choking on muslims and indians and they are in the process of taking our country and getting rid of us. The bigger problem is that the government, police, judiciary, media, hospitals, school …
100% We are choking on muslims and indians and they are in the process of taking our country and getting rid of us. The bigger problem is that the government, police, judiciary, media, hospitals, school boards and schools all agree with them and are ready to toss us out with EXTREME PREJUDICE !!!!!!!!!!!! We really really MUST stop this immediately or CANADA, our beloved ancester built CANADA is gone. WE ARE A JUDEO/CHRISTIAN NATION, not Islamic ever ever ever. They are of their father, the devil and there is no truth in either of them. May God and Jesus Christ be with us to bless, protect, guide and forgive us. AMEN
Identity Attack0.6007182
Insult0.4378843
Profanity0.18233459
Threat0.2836219
Severe Toxicity0.21902075
Moderate 0.568186 Moderate Con 0.458 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
You know, we in the US used to resent Canada because they seemed kinder and more generous. We were jealous of that. Americans seemed harsher and greedy. Now I feel very sorry for Canadians. It …
You know, we in the US used to resent Canada because they seemed kinder and more generous. We were jealous of that. Americans seemed harsher and greedy. Now I feel very sorry for Canadians. It is already a seriously divided country . And it looks like if they continue with generosity to these immigrant hordes they are going to be overwhelmed . What a shame!! Such nice caring people. They are being fleeced and are beginning to look foolish
Identity Attack0.4006267
Insult0.6120431
Profanity0.15635987
Threat0.0084793
Severe Toxicity0.02167734
Moderate 0.568186 Constructive 0.612 Insult
Mar 18, 2019 6 likes How much do refugees and …
All yt people whining as this land belongs to them ... If you have problem then go back to your own plague filled countries 😂.. p!g$
All yt people whining as this land belongs to them ... If you have problem then go back to your own plague filled countries 😂.. p!g$
Identity Attack0.45348886
Insult0.48569724
Profanity0.2801717
Threat0.030623792
Severe Toxicity0.16496792
Moderate 0.568186 Low Con 0.168 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem when you ask any indian about his country India, he says it is superpower nation, and their stupid Modi is their God. They hard to integrate in any society, lack of civic and …
The problem when you ask any indian about his country India, he says it is superpower nation, and their stupid Modi is their God. They hard to integrate in any society, lack of civic and common sense...fake education, fake work experience..etc
Identity Attack0.50515443
Insult0.5739874
Profanity0.39409557
Threat0.027170537
Severe Toxicity0.08859174
Moderate 0.568186 Moderate Con 0.329 Identity Attack Insult
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Letting dirty subhumans in ur country never ends well
Letting dirty subhumans in ur country never ends well
Identity Attack0.4907465
Insult0.5393265
Profanity0.3283819
Threat0.04029291
Severe Toxicity0.109661035
Moderate 0.568186 Low Con 0.223 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
What a clown show. Might as well pull out the turbin dudes in pierres front bench to explain how great our immigration has been. Dump of a country now.
What a clown show. Might as well pull out the turbin dudes in pierres front bench to explain how great our immigration has been. Dump of a country now.
Identity Attack0.10221587
Insult0.6261769
Profanity0.098067984
Threat0.011482717
Severe Toxicity0.018578632
Moderate 0.568186 Low Con 0.141 Insult Identity_Assertion
Feb 20, 2026 LILLEY UNLEASHED: The fall of …
The effects of 10 years of Justin Trudeau may never be repaired. Ten years of an underqualified, incompetent pedophile has destroyed this country.
The effects of 10 years of Justin Trudeau may never be repaired. Ten years of an underqualified, incompetent pedophile has destroyed this country.
Identity Attack0.08583717
Insult0.6308392
Profanity0.1110661
Threat0.019746035
Severe Toxicity0.023076924
Moderate 0.568186 Low Con 0.193 Insult
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Feed up is right , this all started when the RCMP let a fu,,,,,, Indian to wear a Turban with RCMP uniform on …..this is wrong,,, you join a baseball team you wear the uniform,,, …
Feed up is right , this all started when the RCMP let a fu,,,,,, Indian to wear a Turban with RCMP uniform on …..this is wrong,,, you join a baseball team you wear the uniform,,, not you fu,,,, turban. I lot my job to immigrate. In my country,,, I’m a Métis,,I’m not a immigrant.. WTF ???
Identity Attack0.5039629
Insult0.47384647
Profanity0.46460027
Threat0.01698343
Severe Toxicity0.16960317
Moderate 0.568186 Moderate Con 0.424 Identity Attack Identity_Assertion
Sep 9, 2025 Why Canadians Are Turning Against …
Rule number one: Do not ever let Chineses and Indians into your country
Rule number one: Do not ever let Chineses and Indians into your country
Identity Attack0.65625757
Insult0.28586254
Profanity0.18786818
Threat0.13515437
Severe Toxicity0.16960317
Moderate 0.56269526 Low Con 0.108 Identity Attack Identity_Assertion
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people …
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people they have let in, they aren't looking for peace they are looking for power EVEIL power, please ask the LIBERALS Why they are here, and when getting a job WHAT HAPPENED to CANADIANS FIRST, Canada I doomed, doomed if you are in your 20's 30's you may still experience the hate, they already speak their own language, refusing to speak English, refusing to serve people who are different from them, Canada is letting in selfish ignorant people, everything we Canadians say or ask them to is discrimination, they dress their way they run businesses their way, just like in their country, AND WHY ? because the Canadian government is weak, they can't defend the country or it's people shame on this Liberal government, they totally suck.
Identity Attack0.55044734
Insult0.5130944
Profanity0.27274927
Threat0.13313138
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.457 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
That white guy on a bike is so ignorant. "Africans cannot even operate a cashier..." Really? I guess they import all their pilots, doctors, engineers, nurses, etc... Also, Africa is 54 countries, and in each …
That white guy on a bike is so ignorant. "Africans cannot even operate a cashier..." Really? I guess they import all their pilots, doctors, engineers, nurses, etc... Also, Africa is 54 countries, and in each country you could literally find numerous cultures and languages. Even within the same culture or family, two people aren't alike. This is why I watch YouTube videos that showcase Africa, because ignorance exists and has real-world consequences. Imagine that guy in HR, he'll obviously deny you a job if he learns that you're from Africa because he believes you're not intelligent.
Identity Attack0.5135796
Insult0.5678696
Profanity0.17473823
Threat0.015256803
Severe Toxicity0.02406851
Moderate 0.56269526 Constructive 0.698 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 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.