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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

click to expand

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 518 of 1230
6:43 She's Filipino. The Filipino blood in me knows hahahaha
6:43 She's Filipino. The Filipino blood in me knows hahahaha
Identity Attack0.2774022
Insult0.06372428
Profanity0.11168506
Threat0.022681303
Severe Toxicity0.014640691
Low Tox 0.27525392 Moderate Con 0.366 Identity_Assertion
Feb 3, 2026 Inside Canada's Indian Invasion...
they are acting like the bad drivers is because people aren't "focused". no they have fraud licenses LMAO
they are acting like the bad drivers is because people aren't "focused". no they have fraud licenses LMAO
Identity Attack0.012641981
Insult0.15485314
Profanity0.094219476
Threat0.008039144
Severe Toxicity0.006980896
Low Tox 0.27525392 Low Con 0.193 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Typical Liberal, no clue to the real world. Blinks needs to go.
Typical Liberal, no clue to the real world. Blinks needs to go.
Identity Attack0.10221587
Insult0.24171697
Profanity0.020100424
Threat0.009385503
Severe Toxicity0.0049591064
Low Tox 0.27525392 Low Con 0.143 Policy_Critique
Feb 26, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I’m tired of this government bringing in so much immigrants taking all the jobs and trying to change our laws.
I’m tired of this government bringing in so much immigrants taking all the jobs and trying to change our laws.
Identity Attack0.28034934
Insult0.08459369
Profanity0.018119188
Threat0.007935578
Severe Toxicity0.006904602
Low Tox 0.27525392 Moderate Con 0.432
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
If your not born here send them back
If your not born here send them back
Identity Attack0.18235919
Insult0.07301756
Profanity0.05393682
Threat0.053007595
Severe Toxicity0.012054443
Low Tox 0.27525392 Low Con 0.169 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Delete this video now, saar.
Delete this video now, saar.
Identity Attack0.015053716
Insult0.04207976
Profanity0.06395709
Threat0.10389658
Severe Toxicity0.012435913
Low Tox 0.27525392 Low Con 0.181 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
15:58 Yeah should be happy its Indians honestly. And I cant fualt that community for not having homless, they probably take care of their own. But is at fualt for this, is the level in …
15:58 Yeah should be happy its Indians honestly. And I cant fualt that community for not having homless, they probably take care of their own. But is at fualt for this, is the level in which the people coming sometimes do know the fruad going on through the government and seem to tihnk they are entitled. But not their fualt at the end of the day.. And the only thing I would be angry about is, one if I was already living there and there wasnt some vote to let it happen. And in that case, if there was, then its really on the community for not saying no. But no, the trouble is when we hear and they pay no taxes, but this 3 times disabled dude whos worked 20 years already and paid, doesnt get any help. Yeah, thats appearantly here in America and Canada. Is their a reason our governments cannot do this proper and with class?
Identity Attack0.28034934
Insult0.10148193
Profanity0.16078159
Threat0.031314444
Severe Toxicity0.014511578
Low Tox 0.27525392 Constructive 0.832 Policy_Critique
Dec 27, 2025 Inside Canada's Indian Metropolis (Brampton)
they need to stay in their own country and fix it.
they need to stay in their own country and fix it.
Identity Attack0.2764353
Insult0.06889887
Profanity0.025770858
Threat0.017156094
Severe Toxicity0.009727478
Low Tox 0.27525392 Low Con 0.181 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Punjab is India! Why are the lying. Punjab,for those that don't know is a province in India. By the way Canada is a province of India located in North America. Believe me I live in …
Punjab is India! Why are the lying. Punjab,for those that don't know is a province in India. By the way Canada is a province of India located in North America. Believe me I live in Vancouver and for the past ten years and I feel like I've been teleported to India or Pakistan. It's scary bc I've never planned to live in India, but here I'm. Durka durka ! 😅
Identity Attack0.26833034
Insult0.16817254
Profanity0.07870171
Threat0.008582866
Severe Toxicity0.008506775
Low Tox 0.27525392 Constructive 0.655 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Elbows up and don't forget your flu and booster shots
Elbows up and don't forget your flu and booster shots
Identity Attack0.013244915
Insult0.08212569
Profanity0.0816113
Threat0.09623027
Severe Toxicity0.015350811
Low Tox 0.27525392 Moderate Con 0.405
Jan 8, 2026 New rules, regulations take effect …
We are spending too much money on foreigners. End of story.
We are spending too much money on foreigners. End of story.
Identity Attack0.30103904
Insult0.06652143
Profanity0.021056883
Threat0.010757755
Severe Toxicity0.007972717
Low Tox 0.27525392 Low Con 0.221 Economic_Argument
Feb 24, 2026 8 likes 'We do know that there's …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about the illigal immigrants and I totally agree that all the illigal immigrants should not only be deported but should also be punished strictly and I get it that it's frustrating that people are not following the rules or people are doing bad stuff there but the thing is not only the content but also the intent behind the making and releasing this video, you could have mentioned illigal immigration but you choose to use words like Indian invasion and giving a name to a specific event would cause racism and hate towards the community as well as for the country, The way you showed the clips of specific people showing middle finger in cars I can show a tons of videos of native candains doing the same thing but then it's morally wrong because everyone's not same, same way just check out there's a lot of people who does bad things in public who are the citizens of Canada and who are doing bad stuff, imagine I make a video saying that "The stupid canadians who doesn't follow rules" that video will also show partial truth of some Canadians doing stupid things but associating Canada's name would spread racism against them which is wrong, same way you could've made a video on illigal immigrants who came from india but you choose to get more engagement by using racist terms and things which will make people think that all indians are same, in conclusion I just want to say that in america the highest earners are American-indians and I really thank us government for giving opportunities to them but they not only worked hard for those opportunities but they also worked more then the Americans to get to the top, if the America would have a better person to be the ceo of Google then sundar pichai must have been in india but since he's the best he's at the top same way every american-indian or legal immigrants not only worked hard to get there but also worked more to reach where they are, YOU HATE US, CAUSE YOU AIN'T US. (If you have talent skills and passion come to India and try to become ceo of Reliance industries or TATA group and if you really manage to do it I will not only say sorry but I will myself get all the Indians out of Canada) ✌️♌
Identity Attack0.27991617
Insult0.16337912
Profanity0.07514556
Threat0.058826666
Severe Toxicity0.014382465
Low Tox 0.27525392 Constructive 0.818 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Invasion...
Omfg
Omfg
Identity Attack0.007843546
Insult0.06858205
Profanity0.39409557
Threat0.0072235605
Severe Toxicity0.020644438
Low Tox 0.27525392 Moderate Con 0.394
Sep 29, 2025 IRCC Names India in Study …
what a tragic lawyer he cannot even understand what is going on
what a tragic lawyer he cannot even understand what is going on
Identity Attack0.009434453
Insult0.26957804
Profanity0.020442016
Threat0.007935578
Severe Toxicity0.0032043457
Low Tox 0.27525392 Low Con 0.242
Nov 22, 2025 Quebec Ends Economic Immigration Program …
78 million dollars is nothing compared to dementia Biden letting in 12 millions through the southern that will cost hundreds of BILLIONS dollars to deport.
78 million dollars is nothing compared to dementia Biden letting in 12 millions through the southern that will cost hundreds of BILLIONS dollars to deport.
Identity Attack0.04822223
Insult0.24630153
Profanity0.02249157
Threat0.008168601
Severe Toxicity0.0051879883
Low Tox 0.27525392 Low Con 0.166 Comparative_Framing
Dec 26, 2025 Deportations From Canada at Their …
Shout out Innada!😂
Shout out Innada!😂
Identity Attack0.06929302
Insult0.16853803
Profanity0.12096943
Threat0.013702838
Severe Toxicity0.011138916
Low Tox 0.27525392 Moderate Con 0.4 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
You forgot to talk about the "diploma mills" problem. Many of them are not qualified and must be sent back. Just because a corrupt government lets you in, it doesn't give you the right to …
You forgot to talk about the "diploma mills" problem. Many of them are not qualified and must be sent back. Just because a corrupt government lets you in, it doesn't give you the right to take advantage of the people living there.
Identity Attack0.01274247
Insult0.26395
Profanity0.019690514
Threat0.008531082
Severe Toxicity0.0031089783
Low Tox 0.27525392 Moderate Con 0.449
Dec 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Imported from India to Canada 🇨🇦😑👎
Imported from India to Canada 🇨🇦😑👎
Identity Attack0.2783691
Insult0.11172232
Profanity0.025360947
Threat0.007197669
Severe Toxicity0.011672974
Low Tox 0.27525392 Low Con 0.175 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
This is a great mini doc that takes time to hear out all sides. It's interesting how white immigrants see themselves on a higher tier, the Polish guy was saying Indian immigrants all get hotels- …
This is a great mini doc that takes time to hear out all sides. It's interesting how white immigrants see themselves on a higher tier, the Polish guy was saying Indian immigrants all get hotels- totally untrue! If you compare how the anti-immigrant ppl are speaking vs the immigrants you can see which side the hatred is coming from. I like when the Sikh temple leader tells him we see eachother as the same, we are all human- this strongly counters the thoughts ppl have on Indians clinging to their own. Ofc not all think like him
Identity Attack0.31307843
Insult0.113185234
Profanity0.08128801
Threat0.013269233
Severe Toxicity0.010375977
Low Tox 0.27525392 Constructive 0.831
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
I bet you that place smells like $hitty curry. Lol
I bet you that place smells like $hitty curry. Lol
Identity Attack0.014350293
Insult0.16337912
Profanity0.0961592
Threat0.0071717775
Severe Toxicity0.008277893
Low Tox 0.27525392 Moderate Con 0.322 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
You should go to Montreal too homie
You should go to Montreal too homie
Identity Attack0.029917859
Insult0.24630153
Profanity0.10797132
Threat0.009592636
Severe Toxicity0.008735657
Low Tox 0.27525392 Moderate Con 0.381 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
How are immigrants to blame for all of Canadas problems?? If anyone is to blame, it’s the Canadian government and the elbows up Canadians themselves who voted for them
How are immigrants to blame for all of Canadas problems?? If anyone is to blame, it’s the Canadian government and the elbows up Canadians themselves who voted for them
Identity Attack0.2816105
Insult0.09563028
Profanity0.016172111
Threat0.008531082
Severe Toxicity0.0064468384
Low Tox 0.27525392 Moderate Con 0.324 Policy_Critique
Aug 25, 2025 28 likes Why Canadians Are Turning Against …
lwkey could've been avoided if we had all just been Christians 🫩
lwkey could've been avoided if we had all just been Christians 🫩
Identity Attack0.29188538
Insult0.06529768
Profanity0.085167445
Threat0.012337137
Severe Toxicity0.013091337
Low Tox 0.27525392 Low Con 0.259 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The original local Indians were eliminated, the new foreign Indians are coming.
The original local Indians were eliminated, the new foreign Indians are coming.
Identity Attack0.34324843
Insult0.07365121
Profanity0.059948977
Threat0.061736204
Severe Toxicity0.015157142
Low Tox 0.27525392 Low Con 0.202 Identity_Assertion
Feb 3, 2026 Inside Canada's Indian Invasion...
Like a criminal 😂😂😂
Like a criminal 😂😂😂
Identity Attack0.0015827519
Insult0.20978273
Profanity0.00029983665
Threat0.00067115534
Severe Toxicity0.000006346003
Low Tox 0.27459687
Dec 28, 2025

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.