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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 #}

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Active: "Most Canadians are not against …" 3,707 comments · Page 72 of 149
Canada government are realy should be investigating 5 millions indian arrived in 3 years indians are controlling Canadian politicians
Canada government are realy should be investigating 5 millions indian arrived in 3 years indians are controlling Canadian politicians
Identity Attack0.2839175
Insult0.071116626
Profanity0.021876704
Threat0.00933372
Severe Toxicity0.006713867
Low Tox 0.2524482 Low Con 0.17 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Great info. Those White Canadians who don't like immigrants coming in, please go and ask your elders why they entered India, Canada and many other places. Also did they entered legally and followed the locals …
Great info. Those White Canadians who don't like immigrants coming in, please go and ask your elders why they entered India, Canada and many other places. Also did they entered legally and followed the locals rules and respected their traditions?Additionally, who figured out the navigation of ship routes from Europe to here or India!?
Identity Attack0.29188538
Insult0.06302499
Profanity0.017367685
Threat0.007340072
Severe Toxicity0.005531311
Low Tox 0.2524482 Constructive 0.675
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm glad that my family immigrated to the US from Canada. We still have a place up that way in a very rural area and even that is falling apart. The Indians are coming in …
I'm glad that my family immigrated to the US from Canada. We still have a place up that way in a very rural area and even that is falling apart. The Indians are coming in and taking a bunch of businesses and jobs from Canadians and they do not assimilate whatsoever.
Identity Attack0.316
Insult0.07428485
Profanity0.020646973
Threat0.0072106146
Severe Toxicity0.007019043
Low Tox 0.2524482 Constructive 0.685
Jan 27, 2026 Inside Canada's Indian Invasion...
Let me off the ride. I dont the canadian government. Elbows up is destroying canada
Let me off the ride. I dont the canadian government. Elbows up is destroying canada
Identity Attack0.10221587
Insult0.082372494
Profanity0.020442016
Threat0.06863153
Severe Toxicity0.005493164
Low Tox 0.2524482 Low Con 0.254
Jan 3, 2026 New rules, regulations take effect …
Honor the first safe country agreement and those deportation numbers will skyrocket. Anyone who crossed at Roxam road broke the law. Stop claiming immigration controls are racist. Canadian media calls everyone racist for saying something …
Honor the first safe country agreement and those deportation numbers will skyrocket. Anyone who crossed at Roxam road broke the law. Stop claiming immigration controls are racist. Canadian media calls everyone racist for saying something while the elites are allowed to create an indentured servant underclass which is am actual factual form of racism.
Identity Attack0.2028587
Insult0.13064787
Profanity0.015693882
Threat0.007819066
Severe Toxicity0.0049209595
Low Tox 0.2524482 Moderate Con 0.418 Policy_Critique
Dec 29, 2025 Deportations From Canada at Their …
The rich have stolen everything and blame the “other”for our problems in order to divide us. They also use immigration to lower wages and dilute the labour pool. In many cases the immigrants have been …
The rich have stolen everything and blame the “other”for our problems in order to divide us. They also use immigration to lower wages and dilute the labour pool. In many cases the immigrants have been lied to and sacrificed for this false opportunity. We all need to fight the big money monopolies that choke us all and make the desperation that leads to hate. As a Canadian I’ll point out that people are people, the Canadians I know don’t treat “Canada”well.
Identity Attack0.2331515
Insult0.15556364
Profanity0.016752819
Threat0.008466354
Severe Toxicity0.005340576
Low Tox 0.2524482 Constructive 0.64
Sep 22, 2025 Why Canadians Are Turning Against …
Trudeau gets in office talks about creating more jobs for Canadians right well how many white people did anyone see working non yeah okay same thing where I’m at and who’s on the street oh …
Trudeau gets in office talks about creating more jobs for Canadians right well how many white people did anyone see working non yeah okay same thing where I’m at and who’s on the street oh yeah Canadians some one tell me how that’s right
Identity Attack0.2764353
Insult0.07301756
Profanity0.021466793
Threat0.007598988
Severe Toxicity0.006752014
Low Tox 0.2524482 Moderate Con 0.478 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
I agree get.Get them out of here.Especially East Indians,many who r terriosts or close enough to it,Creating rasism .They have no Canadian interest other than taking over everything.We need to wake up.The free rides r …
I agree get.Get them out of here.Especially East Indians,many who r terriosts or close enough to it,Creating rasism .They have no Canadian interest other than taking over everything.We need to wake up.The free rides r over..Get out of here.
Identity Attack0.16308264
Insult0.04965236
Profanity0.004660106
Threat0.004029987
Severe Toxicity0.000023773042
Low Tox 0.25103337 Identity_Assertion
Apr 15, 2025
If you’re name is not Kaur, or Singh, you can forget about any entry level jobs for our youth, or any Canadians in general. Get rid of the benefits for hiring a migrant.
If you’re name is not Kaur, or Singh, you can forget about any entry level jobs for our youth, or any Canadians in general. Get rid of the benefits for hiring a migrant.
Identity Attack0.26663736
Insult0.0816321
Profanity0.01402008
Threat0.014738814
Severe Toxicity0.0075531006
Low Tox 0.25084448 Moderate Con 0.312 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
Im canadian and send them back
Im canadian and send them back
Identity Attack0.23239216
Insult0.06023245
Profanity0.02973333
Threat0.058180105
Severe Toxicity0.010147095
Low Tox 0.25084448 Moderate Con 0.408 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian love to work not being homeless There are 98% Indians I think Canada can be Fair to other countries not only fill up with Indians
Canadian love to work not being homeless There are 98% Indians I think Canada can be Fair to other countries not only fill up with Indians
Identity Attack0.2877625
Insult0.0817555
Profanity0.020373698
Threat0.0068999166
Severe Toxicity0.007209778
Low Tox 0.25084448 Constructive 0.517
Dec 20, 2025 1 likes Why Canadians Are Turning Against …
The damage is done. Liberals ruined this country and let us down. They are just importing their voters. In 10 years they’ve been in power they created tones of new citizens to vote for them. …
The damage is done. Liberals ruined this country and let us down. They are just importing their voters. In 10 years they’ve been in power they created tones of new citizens to vote for them. I’m a first generation immigrant. The selection process for us was extremely hard. We were well educated professionals with university degrees, healthy (checked), had to provide funds allowing us to live for at least 6 months without any support from welfare organizations, no OHIP for 3 months. Why has this system been changed? How do all these people without education, money or skills coming here? Why our country is flooded with illegal immigrants? I love Canada dearly. It’s my home now. I’m a proud Canadian. And I’m very sed to watch my country decline like that. Shame on you Liberals.
Identity Attack0.10221587
Insult0.16788013
Profanity0.029050145
Threat0.010550622
Severe Toxicity0.005569458
Low Tox 0.25084448 Constructive 0.678 Personal_Narrative
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
As a third generation Canadian who's great grandparents were among the first Indians in Canada, I advise Canada to shut the door while we still can. The new loophole abusing immigrants are not suitable to …
As a third generation Canadian who's great grandparents were among the first Indians in Canada, I advise Canada to shut the door while we still can. The new loophole abusing immigrants are not suitable to be let outside India.
Identity Attack0.28622448
Insult0.0816321
Profanity0.015625564
Threat0.010680079
Severe Toxicity0.0062942505
Low Tox 0.25084448 Constructive 0.639 Call_To_Action
Oct 9, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Um so tired of going to a store all immigrants working. Make a phone call it's answered by an immigrant. You can't understand them . I love on ccpd I don't get old age pension …
Um so tired of going to a store all immigrants working. Make a phone call it's answered by an immigrant. You can't understand them . I love on ccpd I don't get old age pension yet. I'm too old to get the child tax credit and I'm on a Canada pension disability. I get 713.00 a min to live on. Period. That's it. 😢😢😢 I struggle every day. I live in a seniors housing complex..so my rent is adjusted to fit my income. Thank God for housing I'd be homeless if it wasn't for them. 😢😢 But the immigrants have money. Have jobs. Drive new cars. Get free rent for a year. I waited 9.5 hours at the emergency😢😢 not the Indians they have Indian drs that work there for them. How in the hell is this ok. I ended up leaving the emergency I couldn't wait any longer. I sat there in pain all that time and two Indian families came in during that time and within 20 min at the most they were in and out. They even have an advertisement in the emergency room in their language with all the Indian drs working there. Wtf is going on. I'm tired of seeing these people. They are opening businesses here. Everything you see now is written in English, French and Indian. They call it our third language now. There are building going up that have only immigrants in them. A d I live in a small town but the city. Come on. They stopped saying the Lord's prayer in schools. They can't say Merry Christmas. Christmas concerts are called Holliday concerts now. Our kids don't know the national a them they stopped that. They don't know the Lord's prayer they stopped that. The schools are changed to not make other nationalities feel bad. They get their Holliday's off and our Holliday's off..why? We don't get their off. Yeah I'm just a plain white person who lived in Canada all my life. 64 years. I've never seen this in my days. Never. Everything is destroyed. This feels like India 😢😢😢. We have to stop this. They need to leave. They are not here because of war or danger for their lives. They are here to take the jobs, take over our culture and country. Now we have to be careful what we say or were called racist. I'm white I lived in the hood all my life. With black people. I have alot of black friends even family but this is so damn reducilous. Who are they a d why are they here. Canada doesn't take care of us any more. Or help us people who need it. We are homeless in the streets you don't see Indians homeless, hell no. So Carney step up a x fix what Trudeau ruined. Please. This is not the country I'm used to it's India. Not Canada. I have friends from Ukraine. Now they are brought here because of the war. I get it. But they have their own immigration dr. And they've been here 2.5 years if that and bought their own home a year ago. How is this possible? The first year Canada paid their rent for a year. I live on 713.00 a month. He's a month. I live in seniors housing. I can't get enough to live on. I struggle every day😢😢😢 no one will help me. I'm alone and have nothing while Canada is supporting these immigrants and saying to hell with you if your Canadian . Yes I said it. How can someone live in what I get a month. I don't get anything else and like I said if it wasn't for housing I'd be in the street while Canada brings over immigrants from India that are not here because of war. Just to make more money to send home and take everything from us. They are laughing at us everyone is. Wake up people. We are the minority in our own country😢😢😢😢😢 I'm so done
Identity Attack0.21470967
Insult0.100019015
Profanity0.034146797
Threat0.007586042
Severe Toxicity0.008773804
Low Tox 0.25084448 Constructive 0.81
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
They CAN do this because of what generations of Canadians did. Why can’t they do the same in India? What is different there than in Canada? I will say I’ll take a million Indians before …
They CAN do this because of what generations of Canadians did. Why can’t they do the same in India? What is different there than in Canada? I will say I’ll take a million Indians before 1 Muslim.
Identity Attack0.316
Insult0.053205602
Profanity0.021330157
Threat0.0130621
Severe Toxicity0.008087158
Low Tox 0.25084448 Constructive 0.574
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought …
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought for the "rebels" americans and was in jail for 5 years), the monarchy granted them 100 acres in the Niagara region which was farmed by a line of my family until the 1980s when the last of that direct line sold which is tragic. blah blah - Canadian. ANYWAY - I love other people, other cultures, every immigrant that spoke in this video I welcome with open arms, would befriend, share a meal with etc. I grew up working with many people from Pakistan and India who were escaping really scary situations, worked their butts off to be part of this country, learn the language, save for a home - live a safe and happy life. Whether you're a first or 50th generation Canadian - you come here and you adapt to our wonderful way - you're a freaking Canadian. That's not happening right now. Like the video said, it's a math problem. One of my largest concerns is that now all these wonderful Canadians who have been here for a long ass time, worked their butts off to be part of the family will now be subject to violence, harassment and racist comments because this population bomb has misrepresented their intentions entirely.
Identity Attack0.14233272
Insult0.16551061
Profanity0.05017922
Threat0.008401625
Severe Toxicity0.007896423
Low Tox 0.24924077 Constructive 0.806 Solidarity
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
I don't understand why does canadian government even give so many punjabi's visa??? colonisers getting a taste of their own medicene it seems
I don't understand why does canadian government even give so many punjabi's visa??? colonisers getting a taste of their own medicene it seems
Identity Attack0.26663736
Insult0.09563028
Profanity0.019553876
Threat0.0074436385
Severe Toxicity0.0059509277
Low Tox 0.24924077 Moderate Con 0.326 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Well Canada is paying what your government has designed to disturb India... I want to say one thing shortly, if this Sikh people in Canada today calling Punjab instead India as their motherland because they …
Well Canada is paying what your government has designed to disturb India... I want to say one thing shortly, if this Sikh people in Canada today calling Punjab instead India as their motherland because they want khalistan. I am sure day will come when this Canadian Sikh will address themselves as Brampton instead of Canadian once they grow in large numbers.
Identity Attack0.2808415
Insult0.0820023
Profanity0.023721304
Threat0.0130621
Severe Toxicity0.008506775
Low Tox 0.24924077 Moderate Con 0.465 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Trudeau destroyed the Canadian immigration level.
Trudeau destroyed the Canadian immigration level.
Identity Attack0.09741807
Insult0.08410009
Profanity0.018529098
Threat0.030623792
Severe Toxicity0.005531311
Low Tox 0.24924077 Low Con 0.139
Jun 19, 2025 1 likes How Canada broke its immigration …
Nothing absolutely nothing will happen to them,they are protected by the Liberal government .Criminals values are Canadian values
Nothing absolutely nothing will happen to them,they are protected by the Liberal government .Criminals values are Canadian values
Identity Attack0.20878418
Insult0.1378885
Profanity0.014395831
Threat0.010447056
Severe Toxicity0.006828308
Low Tox 0.24924077 Low Con 0.131 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
As a European, I believe Canadians would rather have south Asian immigration than North African/Sub-Saharan African immigration
As a European, I believe Canadians would rather have south Asian immigration than North African/Sub-Saharan African immigration
Identity Attack0.3043136
Insult0.0623257
Profanity0.024814399
Threat0.00746953
Severe Toxicity0.0076293945
Low Tox 0.24924077 Moderate Con 0.349
Nov 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Stop bringing economic migrants. Help Canadians build their own family. More immigration will mean that Canadians will be replaced. We will work to our death for others and not even our own descendants living on …
Stop bringing economic migrants. Help Canadians build their own family. More immigration will mean that Canadians will be replaced. We will work to our death for others and not even our own descendants living on the land.
Identity Attack0.19495805
Insult0.06319981
Profanity0.020032106
Threat0.1284288
Severe Toxicity0.009918213
Low Tox 0.24763705 Moderate Con 0.45
Aug 26, 2025 Why Canadians Are Turning Against …
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why …
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why is she here?". I asked if he had a problem with me and he looked at the class to tell me not to speak to him. No one said a word but looked between us in silence. I asked him again, "do you have an issue with me being here?". Again he told the rest of the Caucasian men to tell me to stop speaking to him. I said if you have a problem with me, let's step outside and one of us will walk back in. You can't accept that a Native female is in this class, pack your family up and go home. Don't think of the state's because that's mine too. The teacher walked in and he could see and sense the tension in the room. He removed the immigrant and they went out of the room. A few minutes later the instructor came in and looked at me and said he'll be taking a class with no females. His country doesn't allow females an education yet alone a trade. You're welcome to stay. I have no intention to leave, was my comment back. I'm here to learn. Decades later, I'm driving home from northeastern Quebec and on the 401 is a gas/food stop. My child and I were passed by 4 luxury sports cars. They pulled into this stop and parked across all the handicapped parking spots. Bumper to bumper across the spots. We went in and met them as we came out and met a truck driver of the same nationality. He asked "how is Canada treating you?". They smiled and said "look", motioning to their silk suits. Another pointed to their cars. And another said "they treat us like kings'!". The fourth said "Canadians are easy to play! Cowards!!" A few days later, I'm at Walmart and present my tax exempt (we pay 5% tax) but the cashier looks at it and states "you all think your so special!!" Your paying the tax like everyone else! A customer behind me yelled for management loudly. When management showed, I didn't say a word because it was the customers behind and on the side of me with complaints of the rudeness of the cashier. She was removed and manager took over transactions. Not just mine but those after me. There was another incident with my child. An immigrant (can tell by the long tunic) was trying to lure my daughter away from me. I put her in a cart and requested help from a young employee who wanted me to write a book before calling security. Another employee came over and called security immediately. By the time they found the man, he had exited the store and got into a taxi. A few weeks later at an arena where youth hockey practice was taking place, the same scenario was happening. A man in a tunic was trying to lure children away and when caught, jumped into a taxi and left the scene. To attack an adult who can defend themselves is one thing but to go after children is another. I say stricter policy on crimes are needed.
Identity Attack0.27171627
Insult0.086852804
Profanity0.17148167
Threat0.025443908
Severe Toxicity0.012283325
Low Tox 0.24763705 Constructive 0.814 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
As a first nations canadian person im sick of hearing people cry about foreigners. Maybe my ancestors shouldn't have helped yours so i wouldnt have to listen to first world people cry about first world …
As a first nations canadian person im sick of hearing people cry about foreigners. Maybe my ancestors shouldn't have helped yours so i wouldnt have to listen to first world people cry about first world problems
Identity Attack0.18002926
Insult0.14874944
Profanity0.023584666
Threat0.0076119336
Severe Toxicity0.004749298
Low Tox 0.24763705 Moderate Con 0.477 Identity_Assertion
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
5:56 lady isn’t even Canadian.
5:56 lady isn’t even Canadian.
Identity Attack0.19495805
Insult0.09563028
Profanity0.026454043
Threat0.00666042
Severe Toxicity0.005645752
Low Tox 0.24763705 Low Con 0.177 Identity_Assertion
Sep 21, 2025 1 likes 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.