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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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30,738 comments · Page 230 of 1230
Your forefathers looted india for 150 years non stop and sucked the blood. Looted wealth spend to built the whole Anglosphere.
Your forefathers looted india for 150 years non stop and sucked the blood. Looted wealth spend to built the whole Anglosphere.
Identity Attack0.33675182
Insult0.41530323
Profanity0.3194067
Threat0.04880493
Severe Toxicity0.026936848
Moderate 0.45751464 Low Con 0.181 Moral_Argument
Jan 2, 2026 Inside Canada's Indian Metropolis (Brampton)
India are pro scammers they know it all . Sad for the good ones
India are pro scammers they know it all . Sad for the good ones
Identity Attack0.48915586
Insult0.45758462
Profanity0.22792831
Threat0.026479885
Severe Toxicity0.02439716
Moderate 0.45751464 Moderate Con 0.302 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
Why tf are giving away Canadian passports like candy it’s disgraceful
Why tf are giving away Canadian passports like candy it’s disgraceful
Identity Attack0.23467018
Insult0.35849577
Profanity0.39498812
Threat0.00933372
Severe Toxicity0.023176458
Moderate 0.45751464 Low Con 0.277 Identity_Assertion
Jan 12, 2026 89 likes Canada’s new rules in 2026
FUNK the liberals
FUNK the liberals
Identity Attack0.32476485
Insult0.40243408
Profanity0.29456177
Threat0.19862294
Severe Toxicity0.030523606
Moderate 0.45751464 Low Con 0.193
Jan 27, 2026 Inside Canada's Indian Invasion...
If we tried for another 160 years we couldn’t possibly produce, elect and appoint a worse group of egregiously incompetent ministers to represent us at home and on the world stage. They are an embarrassment …
If we tried for another 160 years we couldn’t possibly produce, elect and appoint a worse group of egregiously incompetent ministers to represent us at home and on the world stage. They are an embarrassment to the nation, every day, with every breath and every smug, vapid smirk.
Identity Attack0.020078164
Insult0.5130944
Profanity0.038655918
Threat0.009385503
Severe Toxicity0.0104522705
Moderate 0.45751464 Low Con 0.212 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
White countrys the west etc are almost gone.. Canada is beyond repair its gone. Europe has been ruined its gone. forever. Its just been put into order in Japan and S korea they lie and …
White countrys the west etc are almost gone.. Canada is beyond repair its gone. Europe has been ruined its gone. forever. Its just been put into order in Japan and S korea they lie and tell them birth rates going down which is a fuckinig lie just like global warming use these lies to take control. All these countries are what keep the world running in a "free state" and keep the world going in general. They have been replaced by 2nd and 3rd world immigrants on purpose. Why do you think Russia is at war and china is the bad country etc? Because israel doesnt have control over them fully. they are only few country's left where arent being replaced by goddamn immigrants. they use 2nd world immigrants to replace the white countrys because 3rd world counrtys they wouldnt be able to keep things running there iq is so low they are considered retarded by western standards. IThis is all being done by Israel.. there goal is to have a one world order meaning they control the world fully and have one country is the main goal. They were never promised a homeland so this is there plan. Once there are no white countrys left they have full control over every country. they have this written out to the public. the next phase will be to kill off the world population too 500,000,000 either through world war or a man made virus. And it will be kept under 500,000,000 after.. Then the one world order will be put in place. If you cant undestand this or see this yet then you are part of the problem and insanelly dumb because you are being used these people (the jews) want you dead. They look at anyone that isnt jewish as subhuman.. goyim.
Identity Attack0.45348886
Insult0.41530323
Profanity0.40185395
Threat0.017328756
Severe Toxicity0.03321367
Moderate 0.45751464 Moderate Con 0.317 Unverified_Claim
Mar 2, 2026 Inside Canada's Indian Invasion...
From “you will eat da bugs” to “I eat da poo poo”
From “you will eat da bugs” to “I eat da poo poo”
Identity Attack0.016762028
Insult0.25404143
Profanity0.39409557
Threat0.07323132
Severe Toxicity0.023880709
Moderate 0.45751464 Low Con 0.292 Humor_Satire
Jan 27, 2026 101 likes Inside Canada's Indian Invasion...
9:01 “They never even cover up the window, they walk naked” - literally Polish man who’s walking around naked 😂😂😂
9:01 “They never even cover up the window, they walk naked” - literally Polish man who’s walking around naked 😂😂😂
Identity Attack0.33675182
Insult0.19734058
Profanity0.2564132
Threat0.035113025
Severe Toxicity0.02416241
Moderate 0.45751464 Low Con 0.235
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
A lot of this is racist. There's also a lot of hypocrisy. You white people invade the United States of America and Canada coming in by the thousands and completely took over both countries, and …
A lot of this is racist. There's also a lot of hypocrisy. You white people invade the United States of America and Canada coming in by the thousands and completely took over both countries, and then you sit here and complain that you're being invaded. Are you guys for real. You invaded first, so you don't have a right to complain. You know who else felt like strangers in their own country? The native Canadians and the Native Americans.
Identity Attack0.4907465
Insult0.41767508
Profanity0.06796519
Threat0.009048914
Severe Toxicity0.021419114
Moderate 0.45751464 Constructive 0.511 Moral_Argument
Feb 28, 2026 3 likes Inside Canada's Indian Invasion...
I guess I'm racist for watching this video now
I guess I'm racist for watching this video now
Identity Attack0.3817989
Insult0.16989174
Profanity0.22562476
Threat0.026652548
Severe Toxicity0.023076924
Moderate 0.45751464 Moderate Con 0.338
Sep 29, 2025 IRCC Names India in Study …
My townhouse neighbors are Indian. I can't even open a window without my living space and sense of smell getting assaulted by onions and garlic and a strong mix of Indian spices every day, multiple …
My townhouse neighbors are Indian. I can't even open a window without my living space and sense of smell getting assaulted by onions and garlic and a strong mix of Indian spices every day, multiple times a day. Worst yet, the stench sometimes hits between 2-4AM!!! WHO TF COOKS ONIONS AT 4AM?!!!!
Identity Attack0.44690517
Insult0.26957804
Profanity0.41031027
Threat0.019228047
Severe Toxicity0.03680043
Moderate 0.45751464 Constructive 0.63 Fear_Threat
Sep 21, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
And we voted in the same D** liberal government that has been slowly ruining canada . I grew up voting liberal .I will never vote liberal again .we had a chance to stop this from …
And we voted in the same D** liberal government that has been slowly ruining canada . I grew up voting liberal .I will never vote liberal again .we had a chance to stop this from happening but for some reason enough people voted the liberal party back in. We need to start speaking up and say what's on our minds.next time your in a store. restaurant and you can't understand the person working there say something to them .stop being nice and polite. Next election . DO NOT vote liberal
Identity Attack0.18468912
Insult0.4339631
Profanity0.4131548
Threat0.013476364
Severe Toxicity0.023176458
Moderate 0.45751464 Constructive 0.57
Aug 29, 2025 Why Canadians Are Turning Against …
They need to be deported back to India
They need to be deported back to India
Identity Attack0.5108175
Insult0.26395
Profanity0.15019037
Threat0.13815513
Severe Toxicity0.02416241
Moderate 0.45751464 Low Con 0.161 Identity Attack
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Canadians are sick of them
Canadians are sick of them
Identity Attack0.46614665
Insult0.40420914
Profanity0.17752954
Threat0.009722093
Severe Toxicity0.023076924
Moderate 0.45751464 Low Con 0.296 Identity_Assertion
Feb 6, 2026 Inside Canada's Indian Invasion...
Tyler, you did right. You would’ve been nuts to stay in that ‘safehouse’. And make no mistake about it—our government knows EXACTLY what the fuck is going on. As a Canadian, I’d like to thank …
Tyler, you did right. You would’ve been nuts to stay in that ‘safehouse’. And make no mistake about it—our government knows EXACTLY what the fuck is going on. As a Canadian, I’d like to thank you for posting this!
Identity Attack0.034042787
Insult0.36798462
Profanity0.5013569
Threat0.008686432
Severe Toxicity0.023076924
Moderate 0.45751464 Constructive 0.572 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
If white Canadians or Natives make Enough kids everyone have 3 kids then our government don't need that many immigrants from india but They don't have enough Children They are busy in Drugs Alcohol women …
If white Canadians or Natives make Enough kids everyone have 3 kids then our government don't need that many immigrants from india but They don't have enough Children They are busy in Drugs Alcohol women Gambling driving cars Here we are
Identity Attack0.5135796
Insult0.38852
Profanity0.060951006
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.4574824 Moderate Con 0.314 Identity Attack Identity_Assertion
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
It's great idea to get views 😊 Just make videos on India and disrespect them
It's great idea to get views 😊 Just make videos on India and disrespect them
Identity Attack0.4887047
Insult0.2435641
Profanity0.19155724
Threat0.091630474
Severe Toxicity0.02458496
Moderate 0.4574824 Low Con 0.272 Meta_Commentary
Feb 7, 2026 3 likes Inside Canada's Indian Invasion...
Most of Punjabi people destroy Canada education sector
Most of Punjabi people destroy Canada education sector
Identity Attack0.55044734
Insult0.3388922
Profanity0.14490221
Threat0.06561559
Severe Toxicity0.023076924
Moderate 0.4574824 Low Con 0.214 Identity Attack Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
Indians say how much they love their country but they be everywhere except India.. Even in the UK they are the top group of people who immigrate there. They ruin everywhere they go.
Indians say how much they love their country but they be everywhere except India.. Even in the UK they are the top group of people who immigrate there. They ruin everywhere they go.
Identity Attack0.5502601
Insult0.34203702
Profanity0.17241211
Threat0.035458352
Severe Toxicity0.023692908
Moderate 0.4574824 Moderate Con 0.422 Identity Attack Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Talking about hygiene while these white folks don't wash their @$$e$ 😂😂😂.. smh...
Talking about hygiene while these white folks don't wash their @$$e$ 😂😂😂.. smh...
Identity Attack0.5051593
Insult0.26957804
Profanity0.18909787
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.4574824 Low Con 0.197 Identity Attack Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...
Hanuman god? Half ape god??😂
Hanuman god? Half ape god??😂
Identity Attack0.48915586
Insult0.4196762
Profanity0.36230123
Threat0.05753354
Severe Toxicity0.34935045
Moderate 0.4574824 Low Con 0.197 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I am so damn tired of Canada and the immigration problem. Canada is being invaded and Carney loves it. Stand up Canadians and get your country back.
I am so damn tired of Canada and the immigration problem. Canada is being invaded and Carney loves it. Stand up Canadians and get your country back.
Identity Attack0.37655997
Insult0.3470427
Profanity0.4033339
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.4574824 Moderate Con 0.432
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
SHAME ON OUR GOV . SHAME .SHAME SHAME . CANADIANS ARE GETTING FED UP
SHAME ON OUR GOV . SHAME .SHAME SHAME . CANADIANS ARE GETTING FED UP
Identity Attack0.38223284
Insult0.4339631
Profanity0.10611444
Threat0.0138755
Severe Toxicity0.023076924
Moderate 0.4574824 Low Con 0.244 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The Trudeau and the NEW Carney LIBERAL GOVERNMENT give themselves Raises every year cause they know prices keep increasing. The Liberals know that the last 10 years of inflation and immigration Shitt are Stephen Harper's …
The Trudeau and the NEW Carney LIBERAL GOVERNMENT give themselves Raises every year cause they know prices keep increasing. The Liberals know that the last 10 years of inflation and immigration Shitt are Stephen Harper's Fault.
Identity Attack0.10221587
Insult0.4125297
Profanity0.44431314
Threat0.00967031
Severe Toxicity0.023076924
Moderate 0.4574824 Low Con 0.275
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Even the Indians are tired of Indians 💀
Even the Indians are tired of Indians 💀
Identity Attack0.50125694
Insult0.27763805
Profanity0.26583168
Threat0.03787563
Severe Toxicity0.044870634
Moderate 0.4574824 Low Con 0.209 Identity Attack Identity_Assertion
Jan 29, 2026 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.