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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 658 of 1230
Oh great. Another City that’s going to become a Cesspool….
Oh great. Another City that’s going to become a Cesspool….
Identity Attack0.021786476
Insult0.0818789
Profanity0.05017922
Threat0.008686432
Severe Toxicity0.0048446655
Low Tox 0.17891699 Low Con 0.214 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've …
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've met a lot of Turkish people and a few of them weren't best pleased with the amount of turkish people, and in this video an Indian man says there's too much of it too. Its not an uncommon sentiment among immigrants that they specifically came here for a change in culture, only for it to follow them here. Specifically surrounding politics, a lot of them leave because of the politics where they were, only to find its just as much of a problem here because so many bring those problems over with them rather than leaving them behind. Just to clarify though while I think immigration is obviously a big problem in its current state, I'm not at all against the idea of immigration in general. I care more about where people are going than where they're from. Its just very odd when you hear a strong accented polish lady walk passed complaining and swearing about all the polish people. I guess it does make sense though, if i imagine desperately wanting to leave home for Australia, it would obviously be disappointing to arrive after packing up my life savings to find out all of the people and all of the things were exactly the same as back home. Pretty sad when you think about it.
Identity Attack0.2127345
Insult0.054962315
Profanity0.07126612
Threat0.009981008
Severe Toxicity0.0062942505
Low Tox 0.17891699 Constructive 0.838 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We always were against immigration. Feds (Liberals) kept shoving it down our throats. Well, their other hand was stealing our wallets. Can someone tell me what is wrong by our population increasing by healthy Canadians …
We always were against immigration. Feds (Liberals) kept shoving it down our throats. Well, their other hand was stealing our wallets. Can someone tell me what is wrong by our population increasing by healthy Canadians raising healthy families?
Identity Attack0.083355546
Insult0.0806213
Profanity0.016821137
Threat0.008789998
Severe Toxicity0.0036621094
Low Tox 0.17891699 Moderate Con 0.436
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Why to waste tax payers money on illegally entered immigrants? Pass/force the costs to immigrants or to their respective country.😌
Why to waste tax payers money on illegally entered immigrants? Pass/force the costs to immigrants or to their respective country.😌
Identity Attack0.1444726
Insult0.037395194
Profanity0.014600786
Threat0.008077981
Severe Toxicity0.0037193298
Low Tox 0.17891699 Low Con 0.202
Dec 24, 2025 3 likes Deportations From Canada at Their …
my best friends wife is from india, and even she says the amount of indian immigrants is to much.
my best friends wife is from india, and even she says the amount of indian immigrants is to much.
Identity Attack0.2308735
Insult0.034011267
Profanity0.039407436
Threat0.008893564
Severe Toxicity0.004863739
Low Tox 0.17891699 Constructive 0.533 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
It seems like Canadians are living in India, rather than Indians living in Canada
It seems like Canadians are living in India, rather than Indians living in Canada
Identity Attack0.22631748
Insult0.042665333
Profanity0.01941724
Threat0.0062914654
Severe Toxicity0.0044059753
Low Tox 0.17891699 Low Con 0.23 Identity_Assertion
Jan 11, 2026 122 likes Inside Canada's Indian Metropolis (Brampton)
WE DEMAND...!!?!?! NOUS DEMANDONS.....?!?! Sums up why Canadians want rid of them...!..Ah Revoir...!! Bon Voyage..👍
WE DEMAND...!!?!?! NOUS DEMANDONS.....?!?! Sums up why Canadians want rid of them...!..Ah Revoir...!! Bon Voyage..👍
Identity Attack0.059311368
Insult0.061976057
Profanity0.014976538
Threat0.07093142
Severe Toxicity0.008010864
Low Tox 0.17891699 Low Con 0.24
Nov 25, 2025 Quebec Ends Economic Immigration Program …
I can smell it from here
I can smell it from here
Identity Attack0.008324518
Insult0.033901088
Profanity0.09324962
Threat0.009307829
Severe Toxicity0.0065612793
Low Tox 0.17891699 Moderate Con 0.398
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
7:53 that zoom was not necessary lmao
7:53 that zoom was not necessary lmao
Identity Attack0.012943448
Insult0.032799274
Profanity0.09961538
Threat0.011819307
Severe Toxicity0.009994507
Low Tox 0.17891699 Low Con 0.288 Meta_Commentary
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
My family immigrated here in 2011. First, I want to express gratitude—to the Indigenous peoples who have always been the true stewards of this land, and to the other immigrants , despite a complicated history, …
My family immigrated here in 2011. First, I want to express gratitude—to the Indigenous peoples who have always been the true stewards of this land, and to the other immigrants , despite a complicated history, built a nation where opportunity is possible. We cannot erase the past, but we can acknowledge it and learn to live with respect. But to the wave of immigrants who came after 2017—listen carefully: you are ruining the very country you ran to for safety and opportunity. Too many of you are uncivilized. You don’t respect others. You lie, you cheat, you act without humility or integrity, you always go for short cut, you stink. You take advantage of a system you never helped build, and you give nothing back in return. This country was built on respect, honesty hard work, and accountability—values you seem to ignore. If you cannot live by those principles, then you don’t belong here. Canada is not here to lower itself to your standards. Either rise up, learn the values that make this country strong, or stop pretending you deserve the opportunities that others fought for. Never mind, just leave!!!!!!!
Identity Attack0.105256535
Insult0.07935401
Profanity0.019690514
Threat0.009359611
Severe Toxicity0.004234314
Low Tox 0.17891699 Constructive 0.605
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
is canada is against their citizens
is canada is against their citizens
Identity Attack0.1508922
Insult0.053205602
Profanity0.020510335
Threat0.010214032
Severe Toxicity0.004043579
Low Tox 0.17891699 Low Con 0.23 Question
Jan 11, 2026 1 likes Canada’s new rules in 2026
Multiculturalism is definitely failing globally.
Multiculturalism is definitely failing globally.
Identity Attack0.16587129
Insult0.032909457
Profanity0.026454043
Threat0.0077802283
Severe Toxicity0.0045776367
Low Tox 0.17891699 Low Con 0.242 Policy_Critique
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
Locusts
Locusts
Identity Attack0.027011903
Insult0.06858205
Profanity0.10240069
Threat0.012078222
Severe Toxicity0.007019043
Low Tox 0.17891699 Moderate Con 0.31
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Why do all of these immigrants want to leave their country, migrate to other countries and not simulate to their surroundings?
Why do all of these immigrants want to leave their country, migrate to other countries and not simulate to their surroundings?
Identity Attack0.18158256
Insult0.036545437
Profanity0.01846078
Threat0.007249452
Severe Toxicity0.0041007996
Low Tox 0.17891699 Low Con 0.243 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I remember back in the early 1990s, Toronto. Immigration would kick down your door, raid certain factory, put out Canada wide warrants... But then again it was the Jamaicans, Lucians, or any small island people …
I remember back in the early 1990s, Toronto. Immigration would kick down your door, raid certain factory, put out Canada wide warrants... But then again it was the Jamaicans, Lucians, or any small island people that suffered the most! 😢😢😢
Identity Attack0.12208464
Insult0.04207976
Profanity0.015044857
Threat0.032005094
Severe Toxicity0.005569458
Low Tox 0.17891699 Constructive 0.661
Sep 30, 2025 IRCC Names India in Study …
well alot of the Cops in BC are also Indian so..good luck getting justice, just saying
well alot of the Cops in BC are also Indian so..good luck getting justice, just saying
Identity Attack0.22063516
Insult0.053791173
Profanity0.029460056
Threat0.008311004
Severe Toxicity0.005607605
Low Tox 0.17891699 Moderate Con 0.414 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Dude it’s just a Hindu temple, and the statue ur filming is Hanuman a vanar warrior who was in charge of guarding lord ram the avatar of Vishnu and a highly revered god or deity …
Dude it’s just a Hindu temple, and the statue ur filming is Hanuman a vanar warrior who was in charge of guarding lord ram the avatar of Vishnu and a highly revered god or deity in Hinduism. It symbolizes the protection. It’s like you filming a church, mosque, gurdwara, Buddhist Shinto temple or any place of worship . Even the Chinese population is more than Indian over all in North America us-Canada overall. Problem is we don’t spy or build ccp police stations . Weakness is a problem
Identity Attack0.16993292
Insult0.06250052
Profanity0.013507691
Threat0.007145886
Severe Toxicity0.0038719177
Low Tox 0.17891699 Moderate Con 0.471
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
2026 Ashamed of nothing , offended by everything , no accountability for anything, contribute to nothing, entitled to everything, blame everyone else for everything! Meh
2026 Ashamed of nothing , offended by everything , no accountability for anything, contribute to nothing, entitled to everything, blame everyone else for everything! Meh
Identity Attack0.00569767
Insult0.07840354
Profanity0.018119188
Threat0.007417747
Severe Toxicity0.002822876
Low Tox 0.17891699 Low Con 0.276 Identity_Assertion
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
The West has a HUGE immigration PROBLEM!!
The West has a HUGE immigration PROBLEM!!
Identity Attack0.13163337
Insult0.032138187
Profanity0.016821137
Threat0.006925808
Severe Toxicity0.0045394897
Low Tox 0.17891699 Low Con 0.153 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Shut that website down we don't need anymore we need to help our own
Shut that website down we don't need anymore we need to help our own
Identity Attack0.0068076057
Insult0.032028005
Profanity0.036651865
Threat0.021472665
Severe Toxicity0.00579834
Low Tox 0.17891699 Moderate Con 0.305 Policy_Critique
Nov 24, 2025 2 likes Thousands of refugees allowed into …
Quebecois here. Situation is pretty bad. Even north east of the province at my surprise. Enough. We tried it did not work. Time to go back. Go fix your country.
Quebecois here. Situation is pretty bad. Even north east of the province at my surprise. Enough. We tried it did not work. Time to go back. Go fix your country.
Identity Attack0.105836816
Insult0.053791173
Profanity0.013917602
Threat0.009178371
Severe Toxicity0.0042152405
Low Tox 0.17891699 Constructive 0.503 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Fraud!? Corruption!? You don't say.............
Fraud!? Corruption!? You don't say.............
Identity Attack0.003311308
Insult0.100019015
Profanity0.01535229
Threat0.0068869707
Severe Toxicity0.0022697449
Low Tox 0.17891699 Low Con 0.188
Sep 29, 2025 IRCC Names India in Study …
Yah and we know that they aren't going to leave 😂 This govt supports and funds crime.
Yah and we know that they aren't going to leave 😂 This govt supports and funds crime.
Identity Attack0.018269362
Insult0.077136256
Profanity0.021876704
Threat0.009359611
Severe Toxicity0.0031471252
Low Tox 0.17891699 Low Con 0.191 Unverified_Claim
Jan 15, 2026 2.9 million Canadian temporary visas …
As a pakistani i wanna say we are different please stop calling us indians we are not same
As a pakistani i wanna say we are different please stop calling us indians we are not same
Identity Attack0.1808059
Insult0.036435258
Profanity0.051431753
Threat0.008103873
Severe Toxicity0.004673004
Low Tox 0.17891699 Moderate Con 0.456 Identity_Assertion
Jan 29, 2026 5 likes Inside Canada's Indian Invasion...
Can you check out the drug problem in st catharines lol
Can you check out the drug problem in st catharines lol
Identity Attack0.04693319
Insult0.06319981
Profanity0.03464781
Threat0.008531082
Severe Toxicity0.0037765503
Low Tox 0.17891699 Low Con 0.273 Call_To_Action
Feb 8, 2026 81 likes 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.