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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 473 of 1230
5:50 is screaming eugenics. which is notorious in white surpremacy and in n@z1s
5:50 is screaming eugenics. which is notorious in white surpremacy and in n@z1s
Identity Attack0.30103904
Insult0.0811385
Profanity0.08807703
Threat0.013528148
Severe Toxicity0.012130737
Moderate 0.30427247 Low Con 0.282 Moral_Argument
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
No more liberals
No more liberals
Identity Attack0.29035977
Insult0.08508729
Profanity0.049928714
Threat0.028379176
Severe Toxicity0.009498596
Moderate 0.30427247 Moderate Con 0.32 Call_To_Action
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
Imported all the terrorists and troublemakers elsewhere… will reap its returns soon. 🙏
Imported all the terrorists and troublemakers elsewhere… will reap its returns soon. 🙏
Identity Attack0.10221587
Insult0.24287975
Profanity0.015967157
Threat0.03787563
Severe Toxicity0.009002686
Moderate 0.30427247 Low Con 0.144 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
You should come to Chatham-Kent and see the amount of immigrants that have come in that past 2-3 years. It's insane.
You should come to Chatham-Kent and see the amount of immigrants that have come in that past 2-3 years. It's insane.
Identity Attack0.2308735
Insult0.22770336
Profanity0.027000591
Threat0.0074824756
Severe Toxicity0.005569458
Moderate 0.30427247 Constructive 0.506 Fear_Threat
Oct 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
China & India are grossly overpopulated! Our Pm has visited both countries & made a deal to bring them here. What was the deal & why do taxpayers have to pay for their freedom here. …
China & India are grossly overpopulated! Our Pm has visited both countries & made a deal to bring them here. What was the deal & why do taxpayers have to pay for their freedom here. I do not hate them, I just don't trust them & I don't think they listen to Canadians. They are filling their own pockets buying votes from the new immigrants.
Identity Attack0.35299334
Insult0.16124763
Profanity0.021740068
Threat0.00814271
Severe Toxicity0.008392334
Moderate 0.30427247 Constructive 0.682
Aug 27, 2025 Why Canadians Are Turning Against …
Stay in India if your not gunna assimilate
Stay in India if your not gunna assimilate
Identity Attack0.29951343
Insult0.083112895
Profanity0.08807703
Threat0.019746035
Severe Toxicity0.016190045
Moderate 0.30427247 Low Con 0.19 Identity_Assertion
Feb 9, 2026 Inside Canada's Indian Invasion...
Harper opened up the flood gates to these hindus/indians (1.5mil tfws per year).....But maxime bernier cant even speak English!
Harper opened up the flood gates to these hindus/indians (1.5mil tfws per year).....But maxime bernier cant even speak English!
Identity Attack0.28622448
Insult0.16853803
Profanity0.028503597
Threat0.017156094
Severe Toxicity0.011291504
Moderate 0.30427247 Low Con 0.23
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
All immigrant communities create own bubbles but Indians will be the only ones to criticise themselves. Thats why Indians are different from Pakistanis.
All immigrant communities create own bubbles but Indians will be the only ones to criticise themselves. Thats why Indians are different from Pakistanis.
Identity Attack0.3817989
Insult0.13064787
Profanity0.048425674
Threat0.009230154
Severe Toxicity0.011062622
Moderate 0.30427247 Moderate Con 0.434 Identity_Assertion
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s deeply concerning that representatives like Pemi Gill and Aisha Zafar appear unaware of the serious consequences stemming from the influx of individuals entering Canada under the guise of international students. How come they are …
It’s deeply concerning that representatives like Pemi Gill and Aisha Zafar appear unaware of the serious consequences stemming from the influx of individuals entering Canada under the guise of international students. How come they are so ignorant of these serious things going on in their govt? It’s time for accountability—not just from executives who profit from these schemes, but also from the politicians who enable them through inaction or ignorance. These individuals, who came here from India under the guise of being students, later sought asylum and are now receiving government support funded by Canadian taxpayers—while many Canadian youths struggle to find employment. I deeply commend Madam Michelle Rempel Garner for courageously raising this issue, which has long been ignored by corporate executives and their political allies who bear significant responsibility for the country's current challenges.
Identity Attack0.026007013
Insult0.3388922
Profanity0.026727317
Threat0.0076766624
Severe Toxicity0.0044441223
Moderate 0.30427247 Constructive 0.799
Sep 27, 2025 1 likes IRCC Names India in Study …
The Canadian government just import millions of Indians into Canada to take away all the jobs from native Canadians.
The Canadian government just import millions of Indians into Canada to take away all the jobs from native Canadians.
Identity Attack0.3802808
Insult0.083359696
Profanity0.019485557
Threat0.010058682
Severe Toxicity0.008773804
Moderate 0.30427247 Low Con 0.226 Unverified_Claim
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
As an African I feel insulted by the bike guy 😂😂 but I don't know why I can't be mad.
As an African I feel insulted by the bike guy 😂😂 but I don't know why I can't be mad.
Identity Attack0.27914262
Insult0.076502606
Profanity0.15635987
Threat0.029933142
Severe Toxicity0.013672344
Moderate 0.30427247 Moderate Con 0.5 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
indians are the native.... 😂😅
indians are the native.... 😂😅
Identity Attack0.36702603
Insult0.08533409
Profanity0.07870171
Threat0.00951496
Severe Toxicity0.016190045
Moderate 0.30427247 Low Con 0.192
Jun 19, 2025 1 likes How Canada broke its immigration …
they breed, like dogs
they breed, like dogs
Identity Attack0.09080041
Insult0.24561718
Profanity0.13873272
Threat0.008686432
Severe Toxicity0.015996376
Moderate 0.30427247 Low Con 0.243 Identity_Assertion
Feb 5, 2026 Inside Canada's Indian Invasion...
After creating an independent Palestinian state here in Canada, we definitely should create a sovereign narco state and install Maduro in charge with asylum status.
After creating an independent Palestinian state here in Canada, we definitely should create a sovereign narco state and install Maduro in charge with asylum status.
Identity Attack0.26833034
Insult0.1711343
Profanity0.032142747
Threat0.054947287
Severe Toxicity0.012130737
Moderate 0.30427247 Low Con 0.125 Humor_Satire
Jan 5, 2026 5 likes Migrants cross into Canada near …
WEF,SOROS , K .SCHABB PUT LIBERALS IN POWER TO DESTRY KANADA
WEF,SOROS , K .SCHABB PUT LIBERALS IN POWER TO DESTRY KANADA
Identity Attack0.10221587
Insult0.16824563
Profanity0.02973333
Threat0.13279422
Severe Toxicity0.012207031
Moderate 0.30427247 Low Con 0.123
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Everything liberals put in place is a fraud How about we stop paying taxes until the fraud is gone
Everything liberals put in place is a fraud How about we stop paying taxes until the fraud is gone
Identity Attack0.06249457
Insult0.26957804
Profanity0.02433617
Threat0.0076507707
Severe Toxicity0.0044059753
Moderate 0.30427247 Low Con 0.193 Call_To_Action
Oct 3, 2025 IRCC Names India in Study …
WELCOME TO BRAMPTON DARK SIDE OF PEEL WHERE ANYTHING AND EVERYTHING CAN HAPPEN LMAAOOOO
WELCOME TO BRAMPTON DARK SIDE OF PEEL WHERE ANYTHING AND EVERYTHING CAN HAPPEN LMAAOOOO
Identity Attack0.04512853
Insult0.06459839
Profanity0.18049006
Threat0.045572113
Severe Toxicity0.023076924
Moderate 0.30427247 Low Con 0.213
Jan 27, 2026 Inside Canada's Indian Invasion...
I lived in Toronto in the mid 90s, big mistake letting the Somalis in, now they hring this in? 😢 Seriously, we should shell Ottawa.
I lived in Toronto in the mid 90s, big mistake letting the Somalis in, now they hring this in? 😢 Seriously, we should shell Ottawa.
Identity Attack0.34974504
Insult0.11172232
Profanity0.033645786
Threat0.13313138
Severe Toxicity0.014640691
Moderate 0.30427247 Moderate Con 0.487 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Lefty Americans wanting to move to Canada, meanwhile immigrants are using Canada as a temporary holding area to sneak into America. Explain how America is a racist country when everyone else wants to come here??
Lefty Americans wanting to move to Canada, meanwhile immigrants are using Canada as a temporary holding area to sneak into America. Explain how America is a racist country when everyone else wants to come here??
Identity Attack0.30103904
Insult0.1662211
Profanity0.017162729
Threat0.006848133
Severe Toxicity0.007095337
Moderate 0.30427247 Low Con 0.297 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
At least they left you some leftover Lindt chocolate on the window sill. That’s the traffic house equivalent of a small chocolate on your pillow 👍
At least they left you some leftover Lindt chocolate on the window sill. That’s the traffic house equivalent of a small chocolate on your pillow 👍
Identity Attack0.0064006294
Insult0.2838064
Profanity0.0741757
Threat0.008841781
Severe Toxicity0.006713867
Moderate 0.30427247 Constructive 0.518
Jan 27, 2026 Inside Canada's Indian Invasion...
When I go to work building new homes, I am almost always the only person that speaks English. You ask someone to move their vehicle to get a truck in or something and they look …
When I go to work building new homes, I am almost always the only person that speaks English. You ask someone to move their vehicle to get a truck in or something and they look at you like a Taxidermized fish. DONT let them eat lunch in the house, you'll never get the curry smell out. I've seen people drop out of buying new houses cause they just stink like India, the walls are already that yellow grease color and once that happens its ruined, like having a smoker live in the house but greasier.
Identity Attack0.2795294
Insult0.20901857
Profanity0.15985115
Threat0.010628296
Severe Toxicity0.016771052
Moderate 0.30427247 Constructive 0.638
Sep 16, 2025 1 likes How Canada broke its immigration …
Bluds only source of views is disrespecting india 😂
Bluds only source of views is disrespecting india 😂
Identity Attack0.27914262
Insult0.16875735
Profanity0.08904689
Threat0.010550622
Severe Toxicity0.012703998
Moderate 0.30427247 Low Con 0.142 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
This is crazy and unbelievable!
This is crazy and unbelievable!
Identity Attack0.0040327664
Insult0.24767025
Profanity0.08581402
Threat0.008686432
Severe Toxicity0.005645752
Moderate 0.30427247 Moderate Con 0.38 Fear_Threat
Nov 21, 2025 Thousands of refugees allowed into …
You work hard, pay taxes, bills, made sacrifice then this evil people take away your future.
You work hard, pay taxes, bills, made sacrifice then this evil people take away your future.
Identity Attack0.011173353
Insult0.24928534
Profanity0.049427703
Threat0.02181799
Severe Toxicity0.005302429
Moderate 0.30427247 Moderate Con 0.347
Nov 20, 2025 4 likes Quebec Ends Economic Immigration Program …
Tbh its alot more saturated than you would think, I live in B.C and do alot of uber deliveries, 2400 alone last year. Id say 70% of the people in houses, and some really nice …
Tbh its alot more saturated than you would think, I live in B.C and do alot of uber deliveries, 2400 alone last year. Id say 70% of the people in houses, and some really nice houses are Indian. Also most fast food restaurants are run by indian managers and staff, I was in a KFC the other day that had 1 younger white male at the counter, and 5 punjab behind the counter. The workers were all yelling at eachother about orders in their language and the white guy looked so confused. English is the first language in Canada so it should be learned especially when it comes to a business context, does our government care tho? Nope.
Identity Attack0.36702603
Insult0.15485314
Profanity0.18786818
Threat0.013631714
Severe Toxicity0.017997624
Moderate 0.30427247 Constructive 0.753 Personal_Narrative
Jan 27, 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.