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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 640 of 1230
Canada died. End this experiment.
Canada died. End this experiment.
Identity Attack0.10221587
Insult0.035553806
Profanity0.017231047
Threat0.094697006
Severe Toxicity0.007133484
Low Tox 0.19409354 Low Con 0.222
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I don't hate any race, but this is Canada. I'd love for all of us to put our differences aside and come together and gather the world elites that are destroying humanity by religion and …
I don't hate any race, but this is Canada. I'd love for all of us to put our differences aside and come together and gather the world elites that are destroying humanity by religion and beliefs. I know there's people in every religion that want peace but removing our governments and their masters from Humanity is the only way for peace and freedom ❤
Identity Attack0.16801116
Insult0.05964688
Profanity0.020100424
Threat0.033386398
Severe Toxicity0.0065231323
Low Tox 0.19409354 Constructive 0.609
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Sooooo, we in America are not the only ones feeling the BS
Sooooo, we in America are not the only ones feeling the BS
Identity Attack0.017264472
Insult0.0573046
Profanity0.196476
Threat0.007573096
Severe Toxicity0.0061416626
Low Tox 0.19409354 Moderate Con 0.366 Comparative_Framing
Aug 25, 2025 Why Canadians Are Turning Against …
As a Canadian we genuinely need to ship them all back 😂 the ones born here and know our ways are set. The ones the come bringing there ways from back home. Nah, we aren’t …
As a Canadian we genuinely need to ship them all back 😂 the ones born here and know our ways are set. The ones the come bringing there ways from back home. Nah, we aren’t a giant dumping ground like back home, there’s bathrooms in homes and businesses, and we mainly speak English. Don’t like it.. well you found your way here, not hard to go HOME 😂😂
Identity Attack0.10221587
Insult0.06921569
Profanity0.022423252
Threat0.011042561
Severe Toxicity0.0062942505
Low Tox 0.19409354 Moderate Con 0.469 Identity_Assertion
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
They destroyed Canada...its so sad
They destroyed Canada...its so sad
Identity Attack0.052035484
Insult0.043250903
Profanity0.017572641
Threat0.061736204
Severe Toxicity0.0059509277
Low Tox 0.19409354 Moderate Con 0.341 Fear_Threat
Jun 21, 2025 2 likes How Canada broke its immigration …
DEPORT
DEPORT
Identity Attack0.09328204
Insult0.03423163
Profanity0.029186781
Threat0.021472665
Severe Toxicity0.008239746
Low Tox 0.19409354 Moderate Con 0.303
Jun 19, 2025 1 likes How Canada broke its immigration …
The dude in the black jacket genuinely changed my mindset with immigration. India isn’t the best (by far) but it’s a fact that India is a beautiful country (without human input there) but doesn’t have …
The dude in the black jacket genuinely changed my mindset with immigration. India isn’t the best (by far) but it’s a fact that India is a beautiful country (without human input there) but doesn’t have any opportunities to build wealth down there because of poor governing
Identity Attack0.12735364
Insult0.07460167
Profanity0.041912504
Threat0.0076637166
Severe Toxicity0.0048065186
Low Tox 0.19409354 Constructive 0.601
Jan 27, 2026 Inside Canada's Indian Invasion...
This is a very biased interview. Of course the refugee lawyer is going to cry about Canada deporting fake refugees because its bad for her business.😅 There are over 250,000 people awaiting refugee claims because …
This is a very biased interview. Of course the refugee lawyer is going to cry about Canada deporting fake refugees because its bad for her business.😅 There are over 250,000 people awaiting refugee claims because a lot of people, like former international students and foreign workers, think they scam the system to get PR.
Identity Attack0.10221587
Insult0.082866095
Profanity0.025497584
Threat0.00780612
Severe Toxicity0.0029945374
Low Tox 0.19409354 Constructive 0.532 Policy_Critique
Dec 27, 2025 1 likes Deportations From Canada at Their …
Ohh no they'll have to go elsewhere with their thousands of relatives from the same areas of India
Ohh no they'll have to go elsewhere with their thousands of relatives from the same areas of India
Identity Attack0.17925262
Insult0.04910661
Profanity0.032142747
Threat0.009747985
Severe Toxicity0.0059509277
Low Tox 0.19409354 Low Con 0.3
Jan 21, 2026 3 likes Why Canada’s immigration system has …
DEPORT
DEPORT
Identity Attack0.09328204
Insult0.03423163
Profanity0.029186781
Threat0.021472665
Severe Toxicity0.008239746
Low Tox 0.19409354 Moderate Con 0.303
Dec 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Here is reality check why Canada grants visa to these people which you are claiming threat to locals and dirty etc. becoz Canada has channel to seek asylum seeking visa for these people ask policy …
Here is reality check why Canada grants visa to these people which you are claiming threat to locals and dirty etc. becoz Canada has channel to seek asylum seeking visa for these people ask policy makers not on roads who used the policy to go there
Identity Attack0.029402243
Insult0.11616662
Profanity0.029460056
Threat0.009100696
Severe Toxicity0.0038146973
Low Tox 0.19409354 Constructive 0.541 Policy_Critique
Feb 17, 2026 Inside Canada's Indian Invasion...
I am afraid that Canadian people can’t make BBQ and eat beef 🥩 steak any more due to the new constitution that glorifies the the god 🐄 😂
I am afraid that Canadian people can’t make BBQ and eat beef 🥩 steak any more due to the new constitution that glorifies the the god 🐄 😂
Identity Attack0.11280017
Insult0.06794841
Profanity0.029888187
Threat0.006815769
Severe Toxicity0.0061035156
Low Tox 0.19409354 Low Con 0.245 Humor_Satire
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Real Canada doesn't exist anymore.
Real Canada doesn't exist anymore.
Identity Attack0.1444726
Insult0.061101943
Profanity0.016616182
Threat0.008841781
Severe Toxicity0.005378723
Low Tox 0.19409354 Low Con 0.212 Identity_Assertion
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Need asmongold s reaction to this
Need asmongold s reaction to this
Identity Attack0.041261412
Insult0.07365121
Profanity0.11168506
Threat0.017156094
Severe Toxicity0.009346008
Low Tox 0.19409354 Low Con 0.199 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The great population replacement theory is not theory anymore , results achieved , RCMP and Immigration pretending to do something via media spin and visual manipulation . Here is the con : headlines say investigation …
The great population replacement theory is not theory anymore , results achieved , RCMP and Immigration pretending to do something via media spin and visual manipulation . Here is the con : headlines say investigation , translation "we're looking into it " . Media shows shooting and netflix shooting drama . ...public perception of safety acheived , drinks all around for fooling them again .
Identity Attack0.020681098
Insult0.06953252
Profanity0.024404489
Threat0.063352615
Severe Toxicity0.0051498413
Low Tox 0.19314334 Moderate Con 0.343 Unverified_Claim
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
Dude with the bike is my spirit animal
Dude with the bike is my spirit animal
Identity Attack0.016159095
Insult0.0808917
Profanity0.08225787
Threat0.011327368
Severe Toxicity0.008163452
Low Tox 0.19314334 Moderate Con 0.367 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
one great big giant toilet
one great big giant toilet
Identity Attack0.006030651
Insult0.034562174
Profanity0.094542764
Threat0.0071588317
Severe Toxicity0.0075149536
Low Tox 0.19314334 Moderate Con 0.359
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is cooked 😢
Canada is cooked 😢
Identity Attack0.10221587
Insult0.06617179
Profanity0.03464781
Threat0.00967031
Severe Toxicity0.00705719
Low Tox 0.19314334 Moderate Con 0.324 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really FOR fast track Healthcare professionals/doctors into this country. Canada as a country also has to start having more children I do not know how they solve the problem but our population is aging and if we don't want to end up like Japan we have to do something about it. I see a lot of hate here in the comments (The racist and rednecks have permission to be openly racist)but this is a complex issue and don't forget Albert Einstein and Elon Musk were immigrants there is a lot of very talented people that we have to make sure we keep. How many jobs has Elon Musk created? he is not perfect I'm sure in the millions!!!! How much tax has he generated for the country?
Identity Attack0.07425626
Insult0.09416737
Profanity0.024472807
Threat0.011275585
Severe Toxicity0.005264282
Low Tox 0.19314334 Constructive 0.764
Dec 28, 2025 Deportations From Canada at Their …
But the immigrants don't assimilate with values culture religion and respect but what are they doing feeling entitled first than our local Canadian. Honestly most of them don't speak Canadian english don't know the jobs …
But the immigrants don't assimilate with values culture religion and respect but what are they doing feeling entitled first than our local Canadian. Honestly most of them don't speak Canadian english don't know the jobs complaining more without common sense.
Identity Attack0.17769934
Insult0.07523532
Profanity0.013405213
Threat0.0062137907
Severe Toxicity0.0032997131
Low Tox 0.19314334 Moderate Con 0.5 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
STOP’’MASS IMMIGRATION’’ NOW!!—-Only individual INDIVIDUAL IMMIGRATION OF INDIVIDUALS WHO QUALIFY TO BE A MEMBER OF OUR NATION -A PRIVILEGE!!!!
STOP’’MASS IMMIGRATION’’ NOW!!—-Only individual INDIVIDUAL IMMIGRATION OF INDIVIDUALS WHO QUALIFY TO BE A MEMBER OF OUR NATION -A PRIVILEGE!!!!
Identity Attack0.11976352
Insult0.03423163
Profanity0.012722028
Threat0.008440462
Severe Toxicity0.0063705444
Low Tox 0.19314334 Low Con 0.248
Dec 28, 2025 Deportations From Canada at Their …
Okay then just don't go to Brampton. There are multiple parts of GTA where the population is more ethnically concentrated. Scarborough has more Srilankans etc. There are areas with more Chinese community. And honestly these …
Okay then just don't go to Brampton. There are multiple parts of GTA where the population is more ethnically concentrated. Scarborough has more Srilankans etc. There are areas with more Chinese community. And honestly these are the fastest growing and areas with best services because people there want to work hard, sell cheap, benefit and become rich. They do not want to raid countries and steal and then be so lost in everything they have without doing much and then losing it all because you had nothing left to do other than Drugs.
Identity Attack0.099072486
Insult0.0820023
Profanity0.041160982
Threat0.009981008
Severe Toxicity0.005302429
Low Tox 0.19314334 Constructive 0.631 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The maximum students missing from training institutions are from India, followed by China and the Philippines. No show up students are the fraudulent students entering Canada for either seeking jobs/asylum status or for entering the …
The maximum students missing from training institutions are from India, followed by China and the Philippines. No show up students are the fraudulent students entering Canada for either seeking jobs/asylum status or for entering the USA or other neighbouring countries.
Identity Attack0.17070955
Insult0.07491849
Profanity0.0137468055
Threat0.0065115434
Severe Toxicity0.003528595
Low Tox 0.19314334 Moderate Con 0.313
Oct 1, 2025 IRCC Names India in Study …
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least …
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least 4 times a week I nearly get into car accidents on the highway because people don’t know how to drive. I have to assume people just will switch lanes randomly or merge in really really fast or go extremely slow on the highways. I have seen people reverse backwards on the on ramp because they took the wrong turn
Identity Attack0.14019285
Insult0.08030447
Profanity0.020100424
Threat0.008103873
Severe Toxicity0.0046539307
Low Tox 0.19314334 Constructive 0.564 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada is cooked 😢
Canada is cooked 😢
Identity Attack0.10221587
Insult0.06617179
Profanity0.03464781
Threat0.00967031
Severe Toxicity0.00705719
Low Tox 0.19314334 Moderate Con 0.324
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.