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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 842 of 1230
Indians are nit bad people to be honest. And I love them for the simple fact that they are always experts in whatever they do
Indians are nit bad people to be honest. And I love them for the simple fact that they are always experts in whatever they do
Identity Attack0.06795148
Insult0.0233509
Profanity0.03715288
Threat0.008531082
Severe Toxicity0.003929138
Low Tox 0.09112182 Moderate Con 0.435 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British North West Mounted Police at Batoche because the British Colonizers after outlawing fur trade except through the HBC company were further insulted by having their ancestral land sectioned off and given to immigrants. My uncles also were part of the first battle at Seven Oaks when surveyors were surveying and measuring my ancestral cousins land. The British Immigrants were described as the preferred immigrants. TheNorth American Indians, the Metis were described as undesirables and in a memo written to the Indian Affairs Minister during John A MacDonald asking him how best to remove the undesirables Metis from their land. The Metis were not placed on reservations because we never stopped fighting for our homeland rights. What is happening now is a continuation of what happened back when John A MacDonald was Prime Minister. May I also say if these migrates think their customs and regions are so great then stay in your homeland. But unlike the brave Metis who continues to oppose the government and finally 100 years later some our birthrights as the original Canadians have been recognized. My great grandfather and his father were both named Antoine and Charles Henault dit Canada, and to this day from the 1700s some of my cousin’s last name has been Canada since the 1700s. People with Canadian passports don’t make them Canadian. Indians from Indian don’t integrate or intermarry. They impose their culture on the rest of the country. Get rid of them all.
Identity Attack0.0376521
Insult0.032799274
Profanity0.017162729
Threat0.008323951
Severe Toxicity0.002412796
Low Tox 0.09112182 Constructive 0.772 Identity_Assertion
Sep 12, 2025 Why Canadians Are Turning Against …
Canindia!
Canindia!
Identity Attack0.033011556
Insult0.032909457
Profanity0.07611542
Threat0.009256045
Severe Toxicity0.006828308
Low Tox 0.09112182 Moderate Con 0.309
Jan 29, 2026 Inside Canada's Indian Invasion...
One would think, the priorities of a government would be to deal with security and crime, food prices, and cease immigration until we can accommodate them ,in somewhere to live.
One would think, the priorities of a government would be to deal with security and crime, food prices, and cease immigration until we can accommodate them ,in somewhere to live.
Identity Attack0.04951127
Insult0.019547975
Profanity0.010023449
Threat0.0097738765
Severe Toxicity0.0024986267
Low Tox 0.09112182 Moderate Con 0.321
Jan 17, 2026 Canada’s new rules in 2026
The ending felt so heart touching honestly, i felt like my soul was leaving my body
The ending felt so heart touching honestly, i felt like my soul was leaving my body
Identity Attack0.006511623
Insult0.012034904
Profanity0.051431753
Threat0.01750142
Severe Toxicity0.004310608
Low Tox 0.09112182 Moderate Con 0.442 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Why do countries accept immigrants? To ensure their countries' population pyramid is stable. Even with all the recent immigration, Canada's pyramid is barely stable.
Why do countries accept immigrants? To ensure their countries' population pyramid is stable. Even with all the recent immigration, Canada's pyramid is barely stable.
Identity Attack0.05794714
Insult0.0233509
Profanity0.010689554
Threat0.006375613
Severe Toxicity0.0018405914
Low Tox 0.09112182 Moderate Con 0.356
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
No, no, don't deport them. Be kind and give them due process
No, no, don't deport them. Be kind and give them due process
Identity Attack0.039972372
Insult0.017012933
Profanity0.014703264
Threat0.011430934
Severe Toxicity0.0022411346
Low Tox 0.09112182 Moderate Con 0.314 Moral_Argument
Feb 18, 2026 Canadian immigration officers investigating hundreds …
The meaning of refuge: one who runs from his country instead of fighting for it!
The meaning of refuge: one who runs from his country instead of fighting for it!
Identity Attack0.029917859
Insult0.022770792
Profanity0.012277958
Threat0.008000307
Severe Toxicity0.0019454956
Low Tox 0.09112182 Low Con 0.186
Mar 25, 2018 21 likes How much do refugees and …
4:20 wut? What city in Canada is dying because it's population is going down? 🤔
4:20 wut? What city in Canada is dying because it's population is going down? 🤔
Identity Attack0.031722516
Insult0.020256994
Profanity0.013234417
Threat0.012699619
Severe Toxicity0.0024604797
Low Tox 0.09112182 Low Con 0.216 Question
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m first generation born Canadian to Central American parents. They’ve done their part to be Canadian and love this country and yes we have faced racism before as most minorities, we still respect this country, …
I’m first generation born Canadian to Central American parents. They’ve done their part to be Canadian and love this country and yes we have faced racism before as most minorities, we still respect this country, love it and we know that it’s a niche amount of Canadians that act like that. My parents have done their best to be Canadians and have been accepted as much. These new ones ? Ya idk, not like it used to be apparently
Identity Attack0.04951127
Insult0.028502205
Profanity0.014259194
Threat0.006136116
Severe Toxicity0.0020313263
Low Tox 0.09112182 Constructive 0.748
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I bet they don’t even have licenses. like in the US.
I bet they don’t even have licenses. like in the US.
Identity Attack0.038425524
Insult0.024897853
Profanity0.014600786
Threat0.007586042
Severe Toxicity0.0018119812
Low Tox 0.09112182 Low Con 0.188 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Good video but that thumbnail is an L
Good video but that thumbnail is an L
Identity Attack0.00984143
Insult0.022512967
Profanity0.046922635
Threat0.011275585
Severe Toxicity0.0043678284
Low Tox 0.09112182 Low Con 0.274 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Hows the smell there?
Hows the smell there?
Identity Attack0.0032373124
Insult0.026960457
Profanity0.024131214
Threat0.0064015044
Severe Toxicity0.0019073486
Low Tox 0.09112182 Moderate Con 0.36 Meta_Commentary
Dec 7, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Behold your future https://www.youtube.com/watch?v=lDveK6oWN5w
Behold your future https://www.youtube.com/watch?v=lDveK6oWN5w
Identity Attack0.0055496786
Insult0.02264188
Profanity0.020920247
Threat0.012803185
Severe Toxicity0.0031089783
Low Tox 0.09112182 Moderate Con 0.332
Apr 28, 2019 How much do refugees and …
Can thank Trudeau for the immigration mess we are in. Between 2015 to 2024, Canada took in just over 3 million immigrants. This does not include temporary foreign workers and international students both of which …
Can thank Trudeau for the immigration mess we are in. Between 2015 to 2024, Canada took in just over 3 million immigrants. This does not include temporary foreign workers and international students both of which saw a significant increase especially after mid-2022. About over one quarter of the new immigrants are from India and Pakistan. This likely explains how Brampton became the fastest growing city in Canada (ninth most populous municipality in Canada) and the third largest city in Ontario surpassing Mississauga at the start of 2025 behind Toronto and Ottawa. Trudeau preached immigration diversity but this is not diversity when over a quarter came from 2 countries.
Identity Attack0.04177703
Insult0.030926194
Profanity0.01220964
Threat0.0066280556
Severe Toxicity0.0019359589
Low Tox 0.09112182 Constructive 0.635 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
What a shocker, and we have to pay for this
What a shocker, and we have to pay for this
Identity Attack0.0032373124
Insult0.023093075
Profanity0.017026093
Threat0.01119791
Severe Toxicity0.0021839142
Low Tox 0.09112182 Moderate Con 0.302 Economic_Argument
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Well I guess according to the guy on the bike the peaceful Canadians got the best of the foreigners. Now give him a interview in five years see how he changes his mind then
Well I guess according to the guy on the bike the peaceful Canadians got the best of the foreigners. Now give him a interview in five years see how he changes his mind then
Identity Attack0.0440973
Insult0.030485468
Profanity0.010365041
Threat0.007068211
Severe Toxicity0.0015640259
Low Tox 0.09112182 Low Con 0.293 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know …
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know it's not your fault. It's all the Liberal Gov's fault.
Identity Attack0.015757138
Insult0.034451995
Profanity0.012004685
Threat0.007145886
Severe Toxicity0.0016498566
Low Tox 0.09112182 Constructive 0.631
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Europe is on the brink of cultural collapse and sadly Canada is working from that same play book. For the record, it is possible to have a multi racial society. It is not possible to …
Europe is on the brink of cultural collapse and sadly Canada is working from that same play book. For the record, it is possible to have a multi racial society. It is not possible to have a multi cultural society. Where have different ways of life coexisted in peace? No where and look to Europe now and Canada on a few years for proof.
Identity Attack0.056582913
Insult0.024511116
Profanity0.011082385
Threat0.0068999166
Severe Toxicity0.0020122528
Low Tox 0.09112182 Constructive 0.554 Fear_Threat
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Why isn't CBC and CTV covering the uprising in Europe over illegal immigration. Liberal propaganda machine doesn't want liberal voters seeing what We Europe has become. Coming to Canada soon enough.
Why isn't CBC and CTV covering the uprising in Europe over illegal immigration. Liberal propaganda machine doesn't want liberal voters seeing what We Europe has become. Coming to Canada soon enough.
Identity Attack0.039714564
Insult0.026960457
Profanity0.011543535
Threat0.0077284453
Severe Toxicity0.0019359589
Low Tox 0.09112182 Low Con 0.261
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
4:52 what did he saaaay ?! 😅
4:52 what did he saaaay ?! 😅
Identity Attack0.0064006294
Insult0.018581128
Profanity0.05243378
Threat0.009566744
Severe Toxicity0.0042152405
Low Tox 0.09112182 Moderate Con 0.329 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
Sell Canada to usa
Sell Canada to usa
Identity Attack0.04512853
Insult0.01819439
Profanity0.019553876
Threat0.014048163
Severe Toxicity0.0037574768
Low Tox 0.09112182 Low Con 0.279 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Im go to India and turn into USA culture
Im go to India and turn into USA culture
Identity Attack0.057492398
Insult0.015796926
Profanity0.025770858
Threat0.011249693
Severe Toxicity0.0045776367
Low Tox 0.09112182 Low Con 0.283 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
finally...ppl will believe me brampton is a real place lolol
finally...ppl will believe me brampton is a real place lolol
Identity Attack0.0102854045
Insult0.025413504
Profanity0.02795705
Threat0.007948523
Severe Toxicity0.002861023
Low Tox 0.09112182 Low Con 0.27 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Albertans are glad that the Best Democracy won Olympic Gold in Men’s 2026, Canada is not a Democracy!
Albertans are glad that the Best Democracy won Olympic Gold in Men’s 2026, Canada is not a Democracy!
Identity Attack0.039456755
Insult0.030595649
Profanity0.010655395
Threat0.0062914654
Severe Toxicity0.001745224
Low Tox 0.09112182 Low Con 0.291 Policy_Critique
Feb 26, 2026 LILLEY UNLEASHED: The fall of …

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.