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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: "Same here in Surrey…." 157 comments · Page 2 of 7
Dude, 12 years ago, I knew a girl who loved to screw illegal aliens, and one paid me $100 to drive him to 0 Avenue in Surrey, BC. He jumped the fence and was gone …
Dude, 12 years ago, I knew a girl who loved to screw illegal aliens, and one paid me $100 to drive him to 0 Avenue in Surrey, BC. He jumped the fence and was gone in a minute through a farmer's field. That's easy. Why pay 6K when you can do it for free? Thanks for showing the LIBERAL/NDP of Canada's third-world downfall.
Identity Attack0.2808415
Insult0.29383746
Profanity0.20483992
Threat0.10696311
Severe Toxicity0.023076924
Moderate 0.37576625 Constructive 0.55 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Most Punjabi people are connected with bad activities in Brampton and Surrey. And those both places are the most worst places of Canada.
Most Punjabi people are connected with bad activities in Brampton and Surrey. And those both places are the most worst places of Canada.
Identity Attack0.42615733
Insult0.26957804
Profanity0.030389199
Threat0.007922632
Severe Toxicity0.012833111
Moderate 0.37576625 Moderate Con 0.405 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Meri benti a ah chappal gang nu atleast shoes paaa k niklya karo bahar kyu bezti krone rehne chare paase …roj 2-3 chappal gang aale dekhda mai surrey ch …kaddd akal ayu tuhanu
Meri benti a ah chappal gang nu atleast shoes paaa k niklya karo bahar kyu bezti krone rehne chare paase …roj 2-3 chappal gang aale dekhda mai surrey ch …kaddd akal ayu tuhanu
Identity Attack0.28034934
Insult0.42167732
Profanity0.33453682
Threat0.3423812
Severe Toxicity0.17009245
Moderate 0.37458646 Low Con 0.282 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada is a joke - and over 50% are so brainwashed they support what is going on. It's a sad state of affairs in Canada right now. Glad this is going to have global views …
Canada is a joke - and over 50% are so brainwashed they support what is going on. It's a sad state of affairs in Canada right now. Glad this is going to have global views - This is a CANADA WIDE issue not just specific to Brampton. Calgary's NE - Brampton - Surrey Etc. If we are going to have such massive immigration I'd like to know why we can't bring in Filipinos, Japanese, and Koreans - They respect culture and work hard! Side note - why does our government support foreigners over supporting our own domestic couples to have children? - Modern day slave labour is the system Canada is running on right now. But you won't see liberals talking about that :)
Identity Attack0.3072352
Insult0.36365277
Profanity0.058946952
Threat0.009074804
Severe Toxicity0.012833111
Moderate 0.36867723 Constructive 0.63 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
300 cases 10 deported that's Canada Surrey Mayor is a joke so is BC and global news.. COPS ARE A FAIL IN Canada so is global new and its phony narrative
300 cases 10 deported that's Canada Surrey Mayor is a joke so is BC and global news.. COPS ARE A FAIL IN Canada so is global new and its phony narrative
Identity Attack0.15731181
Insult0.39297962
Profanity0.026180768
Threat0.009851551
Severe Toxicity0.010528564
Moderate 0.36867723 Low Con 0.191 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Surrey huh! Its always Surrey, Brampton that’s in the news for all freaking reasons! Wonder why that is?
Surrey huh! Its always Surrey, Brampton that’s in the news for all freaking reasons! Wonder why that is?
Identity Attack0.011099357
Insult0.18852992
Profanity0.41255033
Threat0.0076766624
Severe Toxicity0.01412424
Moderate 0.36456755 Low Con 0.269 Fear_Threat
Feb 20, 2026 Canadian immigration officers investigating hundreds …
I beg ICE to raid Brampton and Surrey, btw I'm Canadian
I beg ICE to raid Brampton and Surrey, btw I'm Canadian
Identity Attack0.25817248
Insult0.061101943
Profanity0.07611542
Threat0.49142194
Severe Toxicity0.02378681
Moderate 0.36095104 Moderate Con 0.466 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There is hundreds in surrey should be deported so many are selling drugs.
There is hundreds in surrey should be deported so many are selling drugs.
Identity Attack0.32184324
Insult0.24767025
Profanity0.043165036
Threat0.05559385
Severe Toxicity0.0125103295
Moderate 0.36095104 Moderate Con 0.318 Fear_Threat
Feb 19, 2026 Canadian immigration officers investigating hundreds …
You should go to Surrey in BC. There is Indian and Pakistan gangs going on there.
You should go to Surrey in BC. There is Indian and Pakistan gangs going on there.
Identity Attack0.4006267
Insult0.22770336
Profanity0.10982819
Threat0.053654157
Severe Toxicity0.019224197
Moderate 0.36095104 Moderate Con 0.421 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Vancouver (Surrey) is just as bad if not worse
Vancouver (Surrey) is just as bad if not worse
Identity Attack0.31307843
Insult0.27969417
Profanity0.09001675
Threat0.009540852
Severe Toxicity0.013155893
Moderate 0.36095104 Moderate Con 0.308 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I remember I went to Vancouver surrey area for a month and these Indians even in there 50s driven like crazy bumping American rap in 15 inch speakers with there turbans on it was strange …
I remember I went to Vancouver surrey area for a month and these Indians even in there 50s driven like crazy bumping American rap in 15 inch speakers with there turbans on it was strange to me this was like 2005
Identity Attack0.38215697
Insult0.28586254
Profanity0.18233459
Threat0.02250864
Severe Toxicity0.017481172
Moderate 0.36043653 Moderate Con 0.439 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
this is my understanding from London, lived in surrey, Langley and vancouver, its the immigrants who are the most pissed off. my friend from bc he is from fiji and it was so hard for …
this is my understanding from London, lived in surrey, Langley and vancouver, its the immigrants who are the most pissed off. my friend from bc he is from fiji and it was so hard for him to get here all the tests and what not, then to get his wife in took him 7 yrs then Trudeau opens the flood gates but not to normal immigrants but to people seeking asylum, by the tens of thousands halting regular immigration.
Identity Attack0.2839175
Insult0.2838064
Profanity0.17803068
Threat0.009618527
Severe Toxicity0.015415368
Moderate 0.3375374 Constructive 0.798
Sep 18, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
They are all in Brampton and Surrey. Smashing jewellery stores and shooting up the neighbourhood in extortion schemes and gang violence.
They are all in Brampton and Surrey. Smashing jewellery stores and shooting up the neighbourhood in extortion schemes and gang violence.
Identity Attack0.08087392
Insult0.07365121
Profanity0.028913507
Threat0.44185185
Severe Toxicity0.017416617
Moderate 0.3308965 Moderate Con 0.389 Fear_Threat
Feb 3, 2026 IRCC Names India in Study …
Tyler, come to Surrey, BC on the west coast of Canada where we are having Indian extortion shootings almost every day! They are shootings at other Indian homes and Businesses.
Tyler, come to Surrey, BC on the west coast of Canada where we are having Indian extortion shootings almost every day! They are shootings at other Indian homes and Businesses.
Identity Attack0.38246045
Insult0.08410009
Profanity0.026727317
Threat0.20938614
Severe Toxicity0.017158391
Moderate 0.3302291 Constructive 0.586 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport Surrey, the whole thing
Deport Surrey, the whole thing
Identity Attack0.2808415
Insult0.08030447
Profanity0.08613731
Threat0.1319513
Severe Toxicity0.015931819
Moderate 0.32712606 Low Con 0.287 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I am an indian, genuinely speaking, when I came here back in 2023, I didn’t know there are so many people from one of the indian state called punjab. They have ruined this place as …
I am an indian, genuinely speaking, when I came here back in 2023, I didn’t know there are so many people from one of the indian state called punjab. They have ruined this place as well as image of all Indians. Also, If you want khalistan, why they are not protesting in where their land belongs(so called), why in Canada or Usa? There are 70% of the people are living in canada is punjabi. They have ruined the image of our whole country. We are peace loving people and follow rules but just because of these people, we fell into the same group. Fun fact: why brampton and surrey have bad reputation and increased crime rates because punjabi people live there. Thats heart wrenching. The other aspect is the Canadian government doing nothing to curb thia types of people instead of that these people do crime, get arrested, claim asylum, get free food for 1 year and become the resident of the Canada. I am really frustated and both the goverment and these khalistan entity. Go to hell man.
Identity Attack0.36702603
Insult0.20668297
Profanity0.07870171
Threat0.018364733
Severe Toxicity0.017158391
Moderate 0.3057765 Constructive 0.635 Personal_Narrative
Feb 25, 2026 Inside Canada's Indian Invasion...
Go to Surrey bro...it's even much worse than brampton. Surrey and Brampton belong to Punjab.
Go to Surrey bro...it's even much worse than brampton. Surrey and Brampton belong to Punjab.
Identity Attack0.26325142
Insult0.22770336
Profanity0.06946823
Threat0.013165667
Severe Toxicity0.010757446
Moderate 0.30452284 Moderate Con 0.46 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele ONLY because they all pay cash so they can circumvent the taxes. They all make babies like mice so give it 40 years and Canada will not be recognizable. And it’s the governments fault because they’re so greedy for tax money that they let the here by the boat load because they don’t wanna wait for the rest of us to make Canada larger population wise because it will take way too long. That and their tuition money for colleges, the list goes on in this non talked about bullshit that the liberals have done. They seriously do all this scheming and raising taxes just to give our tax money away to everyone but the people who pay the taxes. We could have put a huge dent in the national debt by now, but liberals just can’t conserve money hence their name. If it doesn’t stop soon, we are doomed. Surrey BC where I lived for 14 years, is just as bad as Brampton. They all own 1.6-2 million dollar houses in the suburbs of the city, all own businesses and all do the same shit as Brampton, circumvent the taxes. That’s the thanks we get for letting them here is to scam us so they can get rich quick while we all suffer and will never own a house by the looks of it. In Victoria BC where I live now, it’s gotten so bad that I can’t move out of my house I’ve been in for 4 years cuz I can’t find anything cheaper and this place is a 400sq ft 1 bedroom for $1850 a month. Can’t afford to do anything but survive while the immigrants all live like kings. There’s gotta be a line to not cross and that has been the case for too long where it’s been crossed for a long time and no one says or does anything about it out of fear of being called a racist. Call me one. Idgaf anymore. I ain’t racist. I’m just sick of the rules being severely crossed for money. Money makes everyone that has a lot of it GREEDY sons of bitches and it’s gotta stop.
Identity Attack0.2854555
Insult0.22770336
Profanity0.047173142
Threat0.008893564
Severe Toxicity0.012435913
Low Tox 0.29953843 Constructive 0.588 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Surrey BC just declared a state of emergency for losing control of east indian gang violence and extortion... It's all over the news. This is the decade long consequence of BC NDP and liberals corrupt …
Surrey BC just declared a state of emergency for losing control of east indian gang violence and extortion... It's all over the news. This is the decade long consequence of BC NDP and liberals corrupt uncontrolled flood of migrants without screening
Identity Attack0.2700233
Insult0.23237456
Profanity0.021603432
Threat0.015947454
Severe Toxicity0.007858276
Low Tox 0.29405528 Constructive 0.51 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
This is an interesting issue. I have lived in both Brampton and Surrey, and there is some real issues with immigration. But the homeless you showed made me think about the other side of the …
This is an interesting issue. I have lived in both Brampton and Surrey, and there is some real issues with immigration. But the homeless you showed made me think about the other side of the coin, these Indian immigrants would probably do a better job feeding our own homeless if they were aware they were welcome. Things like garbage and stuff, indians have less civil duty because their own cultural issues. But they have a sense of duty of family and community. So we need to hold our goverment responsible for not handling emmigration properly, but also if have compassion and bring these people into our communities as well, then you will feel a new sense of duty from them. Its a tough issue on both sides that our goverments are forcing us the people to deal with
Identity Attack0.2949366
Insult0.22303216
Profanity0.07999486
Threat0.007870848
Severe Toxicity0.0090789795
Low Tox 0.2854937 Constructive 0.853 Moral_Argument
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I grew up in Surrey in the 90’s and I understand the history between Sikh’s and Muslims. I’ll take these guys all day over the muzzies.
I grew up in Surrey in the 90’s and I understand the history between Sikh’s and Muslims. I’ll take these guys all day over the muzzies.
Identity Attack0.3072352
Insult0.08508729
Profanity0.10549548
Threat0.05721026
Severe Toxicity0.014511578
Low Tox 0.26859093 Constructive 0.67 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
BRO COME TO SURREY! its just as bad!
BRO COME TO SURREY! its just as bad!
Identity Attack0.00899048
Insult0.110259406
Profanity0.06495911
Threat0.008738215
Severe Toxicity0.005340576
Low Tox 0.25727063 Low Con 0.279 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
On the Khalistan poster, the guy on the right was the one that got killed in Surrey BC, by the Indian government. In the parking lot of a Sikh temple.
On the Khalistan poster, the guy on the right was the one that got killed in Surrey BC, by the Indian government. In the parking lot of a Sikh temple.
Identity Attack0.22063516
Insult0.053791173
Profanity0.02932342
Threat0.2836219
Severe Toxicity0.012435913
Low Tox 0.25462922 Moderate Con 0.459 Personal_Narrative
Feb 11, 2026 Inside Canada's Indian Invasion...
How do you know they were Indian and not khalistani "sikh activists" in burrrampton and Surrey?
How do you know they were Indian and not khalistani "sikh activists" in burrrampton and Surrey?
Identity Attack0.2831485
Insult0.09416737
Profanity0.03990845
Threat0.009437286
Severe Toxicity0.008392334
Low Tox 0.24924077 Low Con 0.271
Oct 1, 2025 IRCC Names India in Study …
Next do Surrey BC with the Indian immigration and then Richmond with the Chinese immigration. Canada has entire ethic enclaves cities. They have been gentrified by foreigners.
Next do Surrey BC with the Indian immigration and then Richmond with the Chinese immigration. Canada has entire ethic enclaves cities. They have been gentrified by foreigners.
Identity Attack0.2795294
Insult0.0813853
Profanity0.016752819
Threat0.0070552654
Severe Toxicity0.005607605
Low Tox 0.24603334 Moderate Con 0.418 Call_To_Action
Jan 27, 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.