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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

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30,738 comments · Page 480 of 1230
This is absolute nonsense. How will canada's free healthcare for old people survive without revenue from international students? It's not like canada can produce anything of value.
This is absolute nonsense. How will canada's free healthcare for old people survive without revenue from international students? It's not like canada can produce anything of value.
Identity Attack0.06385879
Insult0.25800487
Profanity0.031140719
Threat0.0068416605
Severe Toxicity0.0050354004
Low Tox 0.29771072 Low Con 0.286
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian's warned Canadians a long time ago. 90% of these students are Sikh from Punjab , with an radical ideology named khalistani. They will only hire their family members. Why blame india ?
Indian's warned Canadians a long time ago. 90% of these students are Sikh from Punjab , with an radical ideology named khalistani. They will only hire their family members. Why blame india ?
Identity Attack0.37507164
Insult0.15698463
Profanity0.025087673
Threat0.0113014765
Severe Toxicity0.010299683
Low Tox 0.29771072 Moderate Con 0.387
Oct 3, 2025 IRCC Names India in Study …
Don't hate the player, hate the game
Don't hate the player, hate the game
Identity Attack0.042292643
Insult0.06889887
Profanity0.11168506
Threat0.03787563
Severe Toxicity0.008583069
Low Tox 0.29771072 Low Con 0.283 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Start the deportation proceedings NOW 🇨🇦🇨🇦🇨🇦🇨🇦🇨🇦🇨🇦
Start the deportation proceedings NOW 🇨🇦🇨🇦🇨🇦🇨🇦🇨🇦🇨🇦
Identity Attack0.20680901
Insult0.05144889
Profanity0.03239325
Threat0.065292306
Severe Toxicity0.013995127
Low Tox 0.295883 Low Con 0.191
Aug 25, 2025 403 likes Why Canadians Are Turning Against …
IRCC itself is corrupt. There is no Canadian institution that is not corrupt. With influence even healthcare wait times can be converted into minutes. There is no reason for anyone to live in Canada is …
IRCC itself is corrupt. There is no Canadian institution that is not corrupt. With influence even healthcare wait times can be converted into minutes. There is no reason for anyone to live in Canada is a dead economy.
Identity Attack0.10221587
Insult0.26957804
Profanity0.022696527
Threat0.008246276
Severe Toxicity0.0059127808
Low Tox 0.295883 Low Con 0.288 Policy_Critique
Oct 22, 2025 IRCC Names India in Study …
Not immigration it's an deliberate invasion
Not immigration it's an deliberate invasion
Identity Attack0.28034934
Insult0.077136256
Profanity0.04291453
Threat0.010705971
Severe Toxicity0.012130737
Low Tox 0.295883 Low Con 0.186 Fear_Threat
Jan 19, 2026 46 likes Why Canada’s immigration system has …
idk i kinda wanna hate but these people seem pretty decent too me, very hard to ngl
idk i kinda wanna hate but these people seem pretty decent too me, very hard to ngl
Identity Attack0.10221587
Insult0.06529768
Profanity0.2188925
Threat0.026307223
Severe Toxicity0.013607788
Low Tox 0.295883 Moderate Con 0.387
Sep 19, 2025 29 likes Inside Canada's Indian Metropolis (Brampton)
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or …
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or racist but I’ve gone to India many times and there everyone is in Canada or something but when they get there they treat it like India, like if ur gonna go to a different country at least respect them . India is a beautiful country with good food it’s just that some (keyword some) people are disrespectful most Indians are like this because of stereotypes so they sometimes feel angry so then they try to get revenge. I’m not saying everyone is like this but I had to get it out because I’m starting to feel annoyed with Indians and other people, Indians also say that the uk stole from them so they are stealing back but that was only uk and only the government not the people. What u see on screens is not actually what India looks like on behalf of the Indian community I would like to say I’m sorry to everyone and every country we have taken over just know not everyone is like this only the Indians who have a ego and think they are better , sorry Canada, America, Australia and any other country
Identity Attack0.33352965
Insult0.17486192
Profanity0.12639372
Threat0.011741633
Severe Toxicity0.017029278
Low Tox 0.295883 Constructive 0.774 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Purge is coming soon
Purge is coming soon
Identity Attack0.06476828
Insult0.061976057
Profanity0.10735235
Threat0.18913531
Severe Toxicity0.020386212
Low Tox 0.295883 Low Con 0.261 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Krishna is NOT Sikh, it is HINDU Hindu and Sikh are 2 completely different religions, sikhism is only 200 years old Hinduism is older then judaism or christianity . you clearly don't do ANY research
Krishna is NOT Sikh, it is HINDU Hindu and Sikh are 2 completely different religions, sikhism is only 200 years old Hinduism is older then judaism or christianity . you clearly don't do ANY research
Identity Attack0.2803029
Insult0.113185234
Profanity0.06395709
Threat0.0089712385
Severe Toxicity0.014253352
Low Tox 0.295883 Moderate Con 0.333 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
TIME TO HOLD the LIEberals to CRIMINAL INTENT CHARGES.
TIME TO HOLD the LIEberals to CRIMINAL INTENT CHARGES.
Identity Attack0.10221587
Insult0.23237456
Profanity0.021740068
Threat0.09929679
Severe Toxicity0.00869751
Low Tox 0.295883 Low Con 0.131
Sep 29, 2025 IRCC Names India in Study …
Dear Canadians, we suffer the same fate in Europe. Our leaders have abandoned us. These foreign cultures will destroy us, prepare accordingly
Dear Canadians, we suffer the same fate in Europe. Our leaders have abandoned us. These foreign cultures will destroy us, prepare accordingly
Identity Attack0.31892163
Insult0.08434689
Profanity0.02303812
Threat0.10542984
Severe Toxicity0.010910034
Low Tox 0.295883 Moderate Con 0.302 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
No Canadians want them here at this point, they’re destroying our economy
No Canadians want them here at this point, they’re destroying our economy
Identity Attack0.27991617
Insult0.12159709
Profanity0.022559889
Threat0.035803676
Severe Toxicity0.009002686
Low Tox 0.295883 Low Con 0.282 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
15:00 Since when hindus only pray to 1 god??!?
15:00 Since when hindus only pray to 1 god??!?
Identity Attack0.31892163
Insult0.06858205
Profanity0.070942834
Threat0.010938995
Severe Toxicity0.012833111
Low Tox 0.295883 Low Con 0.286
Nov 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
9:12 ironic that Hanuman espoused humility and honour, key elements of civic sense which so many of my indian cousins lack.
9:12 ironic that Hanuman espoused humility and honour, key elements of civic sense which so many of my indian cousins lack.
Identity Attack0.293411
Insult0.14512913
Profanity0.07967158
Threat0.012078222
Severe Toxicity0.012962224
Low Tox 0.295883 Constructive 0.507 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Next video on America’s invasion
Next video on America’s invasion
Identity Attack0.28034934
Insult0.06757036
Profanity0.084844165
Threat0.13127698
Severe Toxicity0.019482423
Low Tox 0.295883 Low Con 0.235
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow. Canadian politicians purposely displaced Canadians with an entirely different culture, without asking them, and created a bubble where they could exist in a pre-existing infrastructure built by the pre-inhabitants while also leaving the citizens …
Wow. Canadian politicians purposely displaced Canadians with an entirely different culture, without asking them, and created a bubble where they could exist in a pre-existing infrastructure built by the pre-inhabitants while also leaving the citizens to foot the bill for the new cultures dominance, and all the while creating the conditions for the original inhabitants displacement. It's diabolical. No accountability.
Identity Attack0.08583717
Insult0.24561718
Profanity0.08581402
Threat0.0079873605
Severe Toxicity0.0064086914
Low Tox 0.295883 Moderate Con 0.492
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Time to follow the US lead and start deporting refugees especially Chinese and East Indians. They do not give they take. HOW DO IMMIGRANTS GET 80,000 JUST FOR COMING TO CANADA WHILE CANADIANS GET NOTHING …
Time to follow the US lead and start deporting refugees especially Chinese and East Indians. They do not give they take. HOW DO IMMIGRANTS GET 80,000 JUST FOR COMING TO CANADA WHILE CANADIANS GET NOTHING AT ALL
Identity Attack0.36702603
Insult0.082866095
Profanity0.0166845
Threat0.010964886
Severe Toxicity0.010299683
Low Tox 0.295883 Moderate Con 0.374 Unverified_Claim
Jan 21, 2026 1 likes 2.9 million Canadian temporary visas …
Time for Mass Deportations
Time for Mass Deportations
Identity Attack0.23618884
Insult0.060927123
Profanity0.03389629
Threat0.12689553
Severe Toxicity0.015867263
Low Tox 0.295883 Low Con 0.243
Aug 25, 2025 Why Canadians Are Turning Against …
Your president took hundreds of criminals from india though the indian government warned them not to. 😊 so question your government
Your president took hundreds of criminals from india though the indian government warned them not to. 😊 so question your government
Identity Attack0.2331515
Insult0.19225755
Profanity0.026727317
Threat0.010654188
Severe Toxicity0.0077056885
Low Tox 0.295883 Low Con 0.209 Policy_Critique
Mar 1, 2026 Inside Canada's Indian Invasion...
Funny how everyone screams about immigrants and Indians ‘ruining Brampton,’ but no one bats an eye when billions of OUR tax dollars are shipped to Ukraine. The real issue isn’t people trying to make a …
Funny how everyone screams about immigrants and Indians ‘ruining Brampton,’ but no one bats an eye when billions of OUR tax dollars are shipped to Ukraine. The real issue isn’t people trying to make a living — it’s governments that failed to plan for housing, infrastructure, and affordability. Stop blaming immigrants for problems created by bad leadership. we get all the hate while working the jobs many young Canadians don’t even want to show up for. Not all immigrants work on cash and not all of us are the same — we’re out here paying taxes, grinding hard
Identity Attack0.31015682
Insult0.16824563
Profanity0.024472807
Threat0.009230154
Severe Toxicity0.008659363
Low Tox 0.295883 Constructive 0.629
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
They are good immigrant. Not like the other terorist behavior.
They are good immigrant. Not like the other terorist behavior.
Identity Attack0.2774022
Insult0.16766082
Profanity0.024951037
Threat0.009877442
Severe Toxicity0.0065612793
Low Tox 0.295883 Moderate Con 0.314 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
And folks we are working alongside these students who are scamming the system. You see them everyday being hired as juniors in your office. I’m so sick of this whole situation
And folks we are working alongside these students who are scamming the system. You see them everyday being hired as juniors in your office. I’m so sick of this whole situation
Identity Attack0.014551271
Insult0.25800487
Profanity0.075792134
Threat0.0083886795
Severe Toxicity0.005455017
Low Tox 0.295883 Constructive 0.52
Sep 28, 2025 3 likes IRCC Names India in Study …
The business lobbyists cooked up a scheme that there’s not enough labour, because businesses don’t want to pay minimum wages. They sold it to the government. I’m curious to see what will happen in the …
The business lobbyists cooked up a scheme that there’s not enough labour, because businesses don’t want to pay minimum wages. They sold it to the government. I’m curious to see what will happen in the years coming when the White working people are retired and no longer paying for the subsidized wages. I guess that’s why Carney wants to tax the equity in our payed off homes. Gene pool going to get thin for the elites as Caucasian race is genocided.
Identity Attack0.34974504
Insult0.10148193
Profanity0.047173142
Threat0.048481647
Severe Toxicity0.011520386
Low Tox 0.295883 Moderate Con 0.441
Jun 19, 2025 How Canada broke its immigration …
look into the dental plan also please its also a scam....
look into the dental plan also please its also a scam....
Identity Attack0.0038477771
Insult0.24928534
Profanity0.050930742
Threat0.0069905366
Severe Toxicity0.0035858154
Low Tox 0.295883 Moderate Con 0.368
Sep 30, 2025 IRCC Names India in Study …

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.