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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: "This is the same guy …" 1,684 comments · Page 41 of 68
Jason Kenny? The guy who spearheaded the unconstitutional pandemic/injection oppressive, anti Charter of Rights and Freedoms and pushed out of power in disgrace as a complete failure who turned his back on his citizenry? That's …
Jason Kenny? The guy who spearheaded the unconstitutional pandemic/injection oppressive, anti Charter of Rights and Freedoms and pushed out of power in disgrace as a complete failure who turned his back on his citizenry? That's Jason Kenny?
Identity Attack0.0071405866
Insult0.1662211
Profanity0.017436003
Threat0.00756015
Severe Toxicity0.003414154
Low Tox 0.21241048 Moderate Con 0.302 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Tyler....the guy on the bike is definitely going to jail lol Canada will arrest him
Tyler....the guy on the bike is definitely going to jail lol Canada will arrest him
Identity Attack0.010655383
Insult0.06739554
Profanity0.023994578
Threat0.13532294
Severe Toxicity0.0059509277
Low Tox 0.21241048 Low Con 0.225
Jan 27, 2026 Inside Canada's Indian Invasion...
the guy who is talking about Islam is not muslim. As a muslim, we dont talk that way
the guy who is talking about Islam is not muslim. As a muslim, we dont talk that way
Identity Attack0.2774022
Insult0.04442204
Profanity0.049427703
Threat0.0077672824
Severe Toxicity0.005302429
Low Tox 0.21107252 Moderate Con 0.408
Aug 25, 2025 Why Canadians Are Turning Against …
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s …
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s and 1980s. Senior Trudeau saw this as an opportunity to vent his frustration for India's not signing of NPT . So the guy kept giving "asylum" to the violent separatists, to "teach India a lesson" (Yeahh... sure) Gradually, it became so that once you have gained enough rep in organised crime, drug trade, so that it's difficult for you to stay under the radar in India, running from law enforcement, you would run to Canada, UK or Australia, and ask for asylum, with whatever reason. And those countries, in their stupid sense of righteousness, would accept it without any background checks. Now, yes, it's a trouble for us (good job), because most of the gang leaders are hiding away in these countries, running their operations remotely. Indian officials are only able to nab the low-level gang members. But it also means that these countries now ALSO have the worst criminals in their cities. And once they settle down, they will do what they know best .... crimes. And gradually they become a problem for their host countries, as well as other Indians in these countries. (Whenever Khalistanis do any parade, they force other Indian families to put up their yellow flags on their homes, to make it look like they have massive support) It's not good for anyone, but these countries have put themselves in a position from which they have no idea how to extricate themselves. Sure, you may blame Indians. But we were literally asking you to send those criminals back, and you refused to do so. Now they are your problem. If they create problems for us, then maybe, they will drop de** in some parking lot. But apart from that, most of their activities are going to be Canada's problem to deal with. They are already turning the streets of Canada into a drug paradise, hurting the young people of both local and Indian origins. Such a waste of life and potential.
Identity Attack0.17303948
Insult0.12159709
Profanity0.023789622
Threat0.01101667
Severe Toxicity0.005493164
Low Tox 0.21107252 Constructive 0.659
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
You should’ve blurred some of these guys’s face lol they’re right about a lot but they might lose it all for being honest.
You should’ve blurred some of these guys’s face lol they’re right about a lot but they might lose it all for being honest.
Identity Attack0.011247349
Insult0.06512285
Profanity0.06946823
Threat0.06939816
Severe Toxicity0.0073623657
Low Tox 0.20705862 Moderate Con 0.338
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
Despite this guy’s racism he got welcomed everywhere & got food, sweet & gifts. Now imagine if he go to where European colonisers lives. He wouldn’t able to even save his camera. Actually he went …
Despite this guy’s racism he got welcomed everywhere & got food, sweet & gifts. Now imagine if he go to where European colonisers lives. He wouldn’t able to even save his camera. Actually he went to European areas you have to see those Europeans. Half of them are ranging on roads under alcohol & drug intoxication. They doesn’t seems they took bath in their lives or get raised in normal family. Just look how they treated this same guy. Their area and how and what they talk with him.
Identity Attack0.15945168
Insult0.083112895
Profanity0.020100424
Threat0.007948523
Severe Toxicity0.005645752
Low Tox 0.20705862 Moderate Con 0.387
Sep 20, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
So that Pakistani guy said his grandfather came there in the 70s. Then why does he have an accent?? Doesn't add up...
So that Pakistani guy said his grandfather came there in the 70s. Then why does he have an accent?? Doesn't add up...
Identity Attack0.21668483
Insult0.07301756
Profanity0.024814399
Threat0.008039144
Severe Toxicity0.005378723
Low Tox 0.20572066 Moderate Con 0.345 Unverified_Claim
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I get a lot of mail for my job. Over the past year, all of the delivery guys in my area (Nova Scotia) have slowly been swapped for Indian men. I try to interact with …
I get a lot of mail for my job. Over the past year, all of the delivery guys in my area (Nova Scotia) have slowly been swapped for Indian men. I try to interact with them on friendly terms as I did with all of the folks that used to deliver my packages. They generally completely disregard me, don't look at me, don't smile, act completely aloof and cold, throw the package on my deck, sit in their truck on their phone for 10-15 minutes, and then rip out (generally driving over my grass) and speed down the road texting all the while. It is a drastic, drastic change we are being forced to swallow. I'm sure CBC would call me alt-right just for daring to ponder that fact, but it is the reality of the situation. Gas on the flames of a housing/ inflation crisis. It is absolute unchecked insanity.
Identity Attack0.18313584
Insult0.082866095
Profanity0.12727508
Threat0.03373172
Severe Toxicity0.011367798
Low Tox 0.2043827 Constructive 0.687
Nov 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Guy on the bike is my spirit animal!!
Guy on the bike is my spirit animal!!
Identity Attack0.011469335
Insult0.10440776
Profanity0.066963166
Threat0.011042561
Severe Toxicity0.0074386597
Low Tox 0.2043827 Moderate Con 0.431 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m in the UK and I got arrested for watching the bike guy 😂😂😂😂
I’m in the UK and I got arrested for watching the bike guy 😂😂😂😂
Identity Attack0.055673428
Insult0.031146556
Profanity0.07385241
Threat0.04524883
Severe Toxicity0.0077056885
Low Tox 0.2043827 Moderate Con 0.413
Jan 27, 2026 10,445 likes Inside Canada's Indian Invasion...
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation …
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation is fake, and although the guy who invited you DOES HALF OWN the house, but it is HIS BROTHER hosting the party, and your friend, whenever his brother holds a party prints out fake invitations. And then after being told to just STAY PUT, after thinking that you would like to just leave, the guy who explained this comes over to tell you that since your friend IS half owner of the house, that you are ALLOWED TO STAY, but preferably if you could just walk a long narrow hallway in sit in the large roomy storage closet. Maybe then, you think it preferable to just leave, but IT MIGHT BE CONSTRUED that you are making A BIG FUSS about leaving, and this would be BEING RUDE to the people WHO TOOK QUITE A BIT OF TIME to help you sort out YOUR DILEMMA, and IF you DO leave, you might NOT EVER be invited back again, and if you AREN'T invited back, MAYBE someone who saw you AT THE PARTY: LIKES YOU, and will go around LOOKING FOR YOU, even to the points of looking through people's windows to find you, and WHAT IF this would happen at like 3am, and maybe you should JUST TRY TO enjoy your stay in the broom closet BECAUSE someone who DOES LIKE YOU would wait and be able to SPOT YOU and say 'hi' AS YOU EXIT the main entrance, if that is the only exit.
Identity Attack0.014249804
Insult0.0816321
Profanity0.10982819
Threat0.011767523
Severe Toxicity0.008277893
Low Tox 0.20335422 Constructive 0.667 Humor_Satire
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a call back or an interview. Also that lady who didn't want to be interviewed and the guy on the bike were based. Our Goverment has been pumping them into the country for 10 years without requiring them to speak English or french. Lastly before anyone attacks the man on the bike, check science...
Identity Attack0.16373143
Insult0.07967083
Profanity0.018392462
Threat0.009385503
Severe Toxicity0.0048446655
Low Tox 0.2028889 Constructive 0.68 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bro I'm Punjabi and I'm born in Brampton. Many people in my generation are integrated and we do more "Canadian" things that "Punjabi" things. People scapegoat Brampton and immigrants for the government failing to build …
Bro I'm Punjabi and I'm born in Brampton. Many people in my generation are integrated and we do more "Canadian" things that "Punjabi" things. People scapegoat Brampton and immigrants for the government failing to build and honour housing or infrastructure for the last 30 years. Of course there needs to be reforms on immigration but for the everyday person It’s way easier to blame a random brown guy for high rent than to admit the system is, and has been, broken by design. People have been moving, trading, and mixing for thousands of years.
Identity Attack0.21668483
Insult0.076819435
Profanity0.036401358
Threat0.009074804
Severe Toxicity0.005569458
Low Tox 0.2028889 Constructive 0.804
Jan 27, 2026 Inside Canada's Indian Invasion...
The bad guys definitely won WW2.
The bad guys definitely won WW2.
Identity Attack0.031206898
Insult0.076819435
Profanity0.03615085
Threat0.01940071
Severe Toxicity0.005264282
Low Tox 0.20265625 Low Con 0.221 Unverified_Claim
Feb 26, 2026 Inside Canada's Indian Invasion...
16::14 harayanvi hindu guy
16::14 harayanvi hindu guy
Identity Attack0.18705739
Insult0.16853803
Profanity0.1413768
Threat0.04524883
Severe Toxicity0.023076924
Low Tox 0.20265625 Low Con 0.204 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Im from Quebec and I don't know what makes the white guy Canadian? how is he different from an American?
Im from Quebec and I don't know what makes the white guy Canadian? how is he different from an American?
Identity Attack0.26325142
Insult0.04969218
Profanity0.023789622
Threat0.0069646453
Severe Toxicity0.0050354004
Low Tox 0.20219094 Moderate Con 0.453 Question
Feb 24, 2026 Inside Canada's Indian Invasion...
The bizarre thing is, why didn't the Dutch and Portuguese guys stay in their own country in the first place? They would have been far better off. They are immigrants themselves....
The bizarre thing is, why didn't the Dutch and Portuguese guys stay in their own country in the first place? They would have been far better off. They are immigrants themselves....
Identity Attack0.23011416
Insult0.06267534
Profanity0.022013342
Threat0.0069516995
Severe Toxicity0.0049591064
Low Tox 0.20219094 Moderate Con 0.332
Oct 21, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
lol that guy in the beginning saying they don’t pay taxes, buddy you literally get paid by the govt to do drugs and what taxes a homeless man pays ?
lol that guy in the beginning saying they don’t pay taxes, buddy you literally get paid by the govt to do drugs and what taxes a homeless man pays ?
Identity Attack0.010803374
Insult0.08831572
Profanity0.031641733
Threat0.008556974
Severe Toxicity0.0039482117
Low Tox 0.20172562 Low Con 0.226
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian secret service are no joke (CSIS) why are they allowing this to go down? They could easily track down these guys ruining our country.
Canadian secret service are no joke (CSIS) why are they allowing this to go down? They could easily track down these guys ruining our country.
Identity Attack0.033784978
Insult0.11797678
Profanity0.017162729
Threat0.012803185
Severe Toxicity0.0034332275
Low Tox 0.20172562 Low Con 0.224
Jan 27, 2026 Inside Canada's Indian Invasion...
The white guy with the bike❤
The white guy with the bike❤
Identity Attack0.1808059
Insult0.060752302
Profanity0.05543986
Threat0.012492486
Severe Toxicity0.0076293945
Low Tox 0.20149297 Moderate Con 0.346 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The guy on the bike got be Trump supporter.he probably have never worked a day on his life 😂
The guy on the bike got be Trump supporter.he probably have never worked a day on his life 😂
Identity Attack0.008213525
Insult0.12883772
Profanity0.016411226
Threat0.008336896
Severe Toxicity0.002746582
Low Tox 0.20149297 Low Con 0.222 Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...
Guy on the bike is real af. Shout out to him
Guy on the bike is real af. Shout out to him
Identity Attack0.008583503
Insult0.08508729
Profanity0.104876526
Threat0.012647836
Severe Toxicity0.0059890747
Low Tox 0.20126031 Moderate Con 0.438 Solidarity
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
They walk naked says a guy without a shirt. They don't pay taxes say the guy that pays the most taxes in Brampton. 🤷‍♂
They walk naked says a guy without a shirt. They don't pay taxes say the guy that pays the most taxes in Brampton. 🤷‍♂
Identity Attack0.011321344
Insult0.06858205
Profanity0.053435806
Threat0.008168601
Severe Toxicity0.0048828125
Low Tox 0.20102765 Moderate Con 0.34
Nov 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As an Indian who's living in india never went to Canada even once this should be the responsibility of the government don't promote mass immigration govt should take a stand against these people if they …
As an Indian who's living in india never went to Canada even once this should be the responsibility of the government don't promote mass immigration govt should take a stand against these people if they are not paying taxes not working properly not following rules etc it's your govt and Canadian people's responsibility but in the recent Times I've never seen the worst canadian govt till date its really bad you guys should do something about your govt they are not in good trade relations with anyone around the world recent example usa
Identity Attack0.10221587
Insult0.107333586
Profanity0.029460056
Threat0.008686432
Severe Toxicity0.005493164
Low Tox 0.20102765 Constructive 0.595 Policy_Critique
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Too late that you guys realized that. 😢😢😢 Canada got mess up totally. Most of them came with fake student visa.
Too late that you guys realized that. 😢😢😢 Canada got mess up totally. Most of them came with fake student visa.
Identity Attack0.07177465
Insult0.110259406
Profanity0.021808386
Threat0.006848133
Severe Toxicity0.003414154
Low Tox 0.20102765 Low Con 0.299
Sep 30, 2025 2 likes IRCC Names India in Study …

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.