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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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30,738 comments · Page 218 of 1230
Nothing wrong with indians moving to another country, but moving to canada for a better life and ruining life in Canada is disgusting, forcing you're culture and to be like you is disgusting, if you're …
Nothing wrong with indians moving to another country, but moving to canada for a better life and ruining life in Canada is disgusting, forcing you're culture and to be like you is disgusting, if you're gonna move to canada, you have assimilate and accept canadian culture and respect it cause you can treat it the same as you're country, it's a bloody different country, stop trying to make it india if you wanna live there.
Identity Attack0.4887047
Insult0.46923602
Profanity0.18786818
Threat0.010990778
Severe Toxicity0.023076924
Moderate 0.47119883 Constructive 0.535 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
brampton is every white guy in the 80s worst nightmare
brampton is every white guy in the 80s worst nightmare
Identity Attack0.47178617
Insult0.40243408
Profanity0.19770569
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.219
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
white people doesnt even belong there. They call it an "invasion" as if inmigrants going there were commiting a genocide and purposely erasing their culture.
white people doesnt even belong there. They call it an "invasion" as if inmigrants going there were commiting a genocide and purposely erasing their culture.
Identity Attack0.55044734
Insult0.29383746
Profanity0.16589902
Threat0.09316374
Severe Toxicity0.023599008
Moderate 0.47119883 Moderate Con 0.332 Identity Attack Identity_Assertion
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
Man this channel gets more racism every video but I’m here for it
Man this channel gets more racism every video but I’m here for it
Identity Attack0.37292135
Insult0.23704576
Profanity0.18786818
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.339 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Jws bnkrs really did canada dirty..
Jws bnkrs really did canada dirty..
Identity Attack0.46028158
Insult0.47384647
Profanity0.20016506
Threat0.0100069
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.245 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Life was easy in India, but came to Canada for better future, WTF
Life was easy in India, but came to Canada for better future, WTF
Identity Attack0.2823795
Insult0.25800487
Profanity0.47435758
Threat0.0089712385
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.418 Personal_Narrative
Sep 19, 2025 1,013 likes Inside Canada's Indian Metropolis (Brampton)
Mostly there are punjabis and indians hate punjabis
Mostly there are punjabis and indians hate punjabis
Identity Attack0.55044734
Insult0.3388922
Profanity0.2376073
Threat0.01750142
Severe Toxicity0.023552058
Moderate 0.47119883 Low Con 0.168 Identity Attack Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
Show me a place that was improved by foreigners from India? Thanks alot Trudeau you Fing Goof!
Show me a place that was improved by foreigners from India? Thanks alot Trudeau you Fing Goof!
Identity Attack0.36702603
Insult0.5130944
Profanity0.17752954
Threat0.008090926
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.183 Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport pajeeeet in Canada ❤
Deport pajeeeet in Canada ❤
Identity Attack0.37012735
Insult0.5015486
Profanity0.39409557
Threat0.10542984
Severe Toxicity0.23224974
Moderate 0.47119883 Low Con 0.282 Insult
Sep 30, 2025 4 likes IRCC Names India in Study …
actually poop eating people is much better to people who blow themselves with bombs. canada needs people and Canadians don't want to have children the government have no choice but to allowed migration
actually poop eating people is much better to people who blow themselves with bombs. canada needs people and Canadians don't want to have children the government have no choice but to allowed migration
Identity Attack0.120924085
Insult0.37619758
Profanity0.36225098
Threat0.34804323
Severe Toxicity0.048457388
Moderate 0.47119883 Low Con 0.225 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Ms Bondy hasn't aged that well. She needs to dye her hair.
Ms Bondy hasn't aged that well. She needs to dye her hair.
Identity Attack0.06795148
Insult0.37619758
Profanity0.108590275
Threat0.44942492
Severe Toxicity0.023692908
Moderate 0.47119883 Moderate Con 0.33 Meta_Commentary
Dec 29, 2025 Deportations From Canada at Their …
world is fckd!
world is fckd!
Identity Attack0.019274252
Insult0.20668297
Profanity0.64460015
Threat0.00823333
Severe Toxicity0.038593806
Moderate 0.47119883 Low Con 0.236 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Shitjabi Poopjeets ruined Canada forever
Shitjabi Poopjeets ruined Canada forever
Identity Attack0.2846865
Insult0.48627716
Profanity0.39026237
Threat0.04201601
Severe Toxicity0.16960317
Moderate 0.47119883 Low Con 0.229 Identity_Assertion
Jul 8, 2025 2 likes How Canada broke its immigration …
Sihks are way better than muslims
Sihks are way better than muslims
Identity Attack0.5548181
Insult0.27763805
Profanity0.18294942
Threat0.014220826
Severe Toxicity0.024678862
Moderate 0.47119883 Low Con 0.259 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
5:12 leave it to a bum to explain to you what’s wrong with the city
5:12 leave it to a bum to explain to you what’s wrong with the city
Identity Attack0.026810925
Insult0.24424846
Profanity0.34536663
Threat0.11769595
Severe Toxicity0.02411546
Moderate 0.47119883 Low Con 0.143
Jan 27, 2026 Inside Canada's Indian Invasion...
YESSSSS FINALLY !!!! GET THEM ALL. SNAKES AND SCAMMERS
YESSSSS FINALLY !!!! GET THEM ALL. SNAKES AND SCAMMERS
Identity Attack0.019877186
Insult0.48627716
Profanity0.174273
Threat0.06658544
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.239
Oct 1, 2025 IRCC Names India in Study …
Too many Indians too much dishonesty
Too many Indians too much dishonesty
Identity Attack0.5135796
Insult0.40243408
Profanity0.15635987
Threat0.012699619
Severe Toxicity0.023645958
Moderate 0.47119883 Low Con 0.29 Identity Attack
Oct 1, 2025 2 likes IRCC Names India in Study …
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology …
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology witn extreme castiesm Thats why theh both control the most of the place, Because castiesm is one of tge dangerous ideology world didn't experience except hindu 🕉️ hindians As they are every parts of the world now people realise and see its effects and though not surprising for good few 🇮🇳s, it has destroyed community, spread hatred, thats the ideology these RSS wants , casteism brings extreme selfishness, corruption and its affects are seen all around the world , in canada🇨🇦 Do anything for money why care about others, no rules, upper caste are chosen by God, most hindu hindian follow these and even if they are not from upper caste. Extreme pride, attitude, show off, tired of it sick🤢🤢🤢🤢🤢 sickening
Identity Attack0.54151535
Insult0.45758462
Profanity0.32658687
Threat0.16067244
Severe Toxicity0.35368225
Moderate 0.47119883 Constructive 0.51 Identity Attack Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
The same racism indians are doing to whyte Canadians is the same racism whyte Canadians did to black Canadians, what goes around comes around 😂
The same racism indians are doing to whyte Canadians is the same racism whyte Canadians did to black Canadians, what goes around comes around 😂
Identity Attack0.55044734
Insult0.31740165
Profanity0.062454045
Threat0.009722093
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.36 Identity Attack
Jun 18, 2025 1 likes How Canada broke its immigration …
AFTER SUCCESSFULLY 🇮🇳 🕉 P💩💩PING OUTSIDE IN CANADA 🇨🇦 IT'S PART OF INDIAN CULTURE AND CANADA 🇨🇦 IS MULTICUTURAL 🇮🇳 🕉 NOW INDIAN 🇮🇳 🕉 ARE P💩💩PING OUTSIDE IN AUSTRALIA 🇦🇺 IS AUSTRALIA 🇦🇺 MULTICUTURAL???😂😂😂
AFTER SUCCESSFULLY 🇮🇳 🕉 P💩💩PING OUTSIDE IN CANADA 🇨🇦 IT'S PART OF INDIAN CULTURE AND CANADA 🇨🇦 IS MULTICUTURAL 🇮🇳 🕉 NOW INDIAN 🇮🇳 🕉 ARE P💩💩PING OUTSIDE IN AUSTRALIA 🇦🇺 IS AUSTRALIA 🇦🇺 MULTICUTURAL???😂😂😂
Identity Attack0.46028158
Insult0.36798462
Profanity0.32658687
Threat0.04201601
Severe Toxicity0.23225145
Moderate 0.47119883 Low Con 0.255 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I'd rather deal with the Indian people serving me coffee at Tim Hortons than the Caucasian-Canadian junkies and crackheads standing outside the Tim Hortons begging me for change.
I'd rather deal with the Indian people serving me coffee at Tim Hortons than the Caucasian-Canadian junkies and crackheads standing outside the Tim Hortons begging me for change.
Identity Attack0.4931391
Insult0.48313886
Profanity0.16031636
Threat0.014566151
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.477 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I’d say if you’re brown don’t come to America unless you want to end up @ CECOT.
I’d say if you’re brown don’t come to America unless you want to end up @ CECOT.
Identity Attack0.5502601
Insult0.32211447
Profanity0.19524631
Threat0.13582869
Severe Toxicity0.027833538
Moderate 0.47119883 Moderate Con 0.351 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Dang it’s like trying to befriend the gay friend to get closer to the hot chick
Dang it’s like trying to befriend the gay friend to get closer to the hot chick
Identity Attack0.458714
Insult0.30797598
Profanity0.36230123
Threat0.012906751
Severe Toxicity0.024772761
Moderate 0.47119883 Moderate Con 0.306 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
I would take the worst sikh over the best muslim.
I would take the worst sikh over the best muslim.
Identity Attack0.55044734
Insult0.34135336
Profanity0.20262444
Threat0.06658544
Severe Toxicity0.028730227
Moderate 0.47119883 Moderate Con 0.339 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
15:13 they do discriminate. My daughter said they referred to bad behavior as Christian behavior. This is a five year old in kindergarten 😂😂😂😂😂 the things she hears you can’t make up. They are deeply …
15:13 they do discriminate. My daughter said they referred to bad behavior as Christian behavior. This is a five year old in kindergarten 😂😂😂😂😂 the things she hears you can’t make up. They are deeply racist and two faced
Identity Attack0.44690517
Insult0.3486032
Profanity0.17752954
Threat0.014738814
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.456 Personal_Narrative
Sep 23, 2025 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.