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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

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Active: "Its in the millions not …" 526 comments · Page 3 of 22
I don’t like it All peoples India are lied bad record private crimes 🇮🇳 millions immigration moved to all Canada and but India 🇮🇳 still hate against all peoples s own born in Canada here …
I don’t like it All peoples India are lied bad record private crimes 🇮🇳 millions immigration moved to all Canada and but India 🇮🇳 still hate against all peoples s own born in Canada here all Canada govt are weak shame
Identity Attack0.5075293
Insult0.49389273
Profanity0.12220735
Threat0.014048163
Severe Toxicity0.02449106
Moderate 0.52272606 Moderate Con 0.468 Identity Attack Unverified_Claim
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
79k .indian. fraud student just a fraction of million. Fraud student visas.indian are scammers.they are just hiding in diff remote places.in canada.
79k .indian. fraud student just a fraction of million. Fraud student visas.indian are scammers.they are just hiding in diff remote places.in canada.
Identity Attack0.5504064
Insult0.5130944
Profanity0.12639372
Threat0.012647836
Severe Toxicity0.02420936
Moderate 0.52139956 Low Con 0.24 Identity Attack Insult Unverified_Claim
Nov 3, 2025 IRCC Names India in Study …
Just be happy they are not muslims. Other wise u would end up like britian where 1 million of white daughters have faced sexual harassement and grooming.
Just be happy they are not muslims. Other wise u would end up like britian where 1 million of white daughters have faced sexual harassement and grooming.
Identity Attack0.55044734
Insult0.36365277
Profanity0.2263305
Threat0.18281023
Severe Toxicity0.030523606
Moderate 0.52139956 Moderate Con 0.411 Identity Attack
Dec 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Wow, we have no idea where these people are, if these students are even in Canada, we don't know who left the country. What the he'll is happening . Who decided it was India that …
Wow, we have no idea where these people are, if these students are even in Canada, we don't know who left the country. What the he'll is happening . Who decided it was India that can send us millions of people and we are going to be ok. Who asked us the citizens, the taxpayers if this os ok with us that they steal our money and take away from our kids the privilege of living in their own houses, when they moved from the parents. The stupid government, mess up too much, is there anyway we can keep them accountable? I want jail time for them. I'm sure I'm not the only one .
Identity Attack0.16159154
Insult0.5739874
Profanity0.24910301
Threat0.011120236
Severe Toxicity0.023076924
Moderate 0.52139956 Constructive 0.522 Insult Fear_Threat
Oct 2, 2025 IRCC Names India in Study …
Harper : Trudeau will open the floodgates and bring in millions of undesirables. Trulyatraitor trudolt: that’s not true mr. Harper. WHY can we NOT hold lying thieving treasonous politicians accountable??????????
Harper : Trudeau will open the floodgates and bring in millions of undesirables. Trulyatraitor trudolt: that’s not true mr. Harper. WHY can we NOT hold lying thieving treasonous politicians accountable??????????
Identity Attack0.036105253
Insult0.57566804
Profanity0.049177196
Threat0.011638066
Severe Toxicity0.017093835
Moderate 0.52139956 Low Con 0.28 Insult Call_To_Action
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree... They did this on purpose with malice and forethought... Read agenda 2030 proudly written by circus …
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree... They did this on purpose with malice and forethought... Read agenda 2030 proudly written by circus clown carney where he plans to invite a total of 65 million muslims from africa, middle east and the third world making our population 100,000,000. we will be outnumbered by indians from india, middle east, and Africans. The problem with any immigration is when we only take the best and the brightest we are stealing away the future from those nations, when we take in the illeterate we are burden by their tribal backward ideologies, and have to care for these people from cradle to grave as they will never be able to compete in an open job market where every grade three student has a better education than they. We MUST send them all home. ALL OF THEM. Why are we allowing a man who hasn't lived in Canada for over thirty years, a man whos primary residence is in New York state to be leader? He's not truly Canadian, and shouldn't have been allowed to enter public office.
Identity Attack0.44690517
Insult0.5130944
Profanity0.1413768
Threat0.49142194
Severe Toxicity0.15443328
Moderate 0.52007306 Moderate Con 0.431 Insult Unverified_Claim
Feb 24, 2026 1 likes LILLEY UNLEASHED: The fall of …
My neighbour did not ask for my permission before importing millions of these unsuitable people into my country, so do not be surprised when I do not ask for my neighbour's permission to cull every …
My neighbour did not ask for my permission before importing millions of these unsuitable people into my country, so do not be surprised when I do not ask for my neighbour's permission to cull every last one of their parasites by any means necessary to defend my country from this invasion.
Identity Attack0.46028158
Insult0.5130944
Profanity0.21781154
Threat0.24090876
Severe Toxicity0.07805709
Moderate 0.52007306 Moderate Con 0.423 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Over a million punjab came to Canada in the last 20 years no doubt no one is able to find work or buy a home. Our country is f.cked
Over a million punjab came to Canada in the last 20 years no doubt no one is able to find work or buy a home. Our country is f.cked
Identity Attack0.29951343
Insult0.4339631
Profanity0.49576873
Threat0.009048914
Severe Toxicity0.034110364
Moderate 0.51980776 Constructive 0.501 Economic_Argument
Jan 27, 2026 924 likes Inside Canada's Indian Invasion...
Unlike her, my/others concern is that it doesn't ramp up and a 'don't let the door hit you in the ass on your way out' clause for temp foreign workers should be added to that …
Unlike her, my/others concern is that it doesn't ramp up and a 'don't let the door hit you in the ass on your way out' clause for temp foreign workers should be added to that bill. 80 million though, apparently they're sending them back in 1st class.
Identity Attack0.12440576
Insult0.40189892
Profanity0.47435758
Threat0.12076248
Severe Toxicity0.02373986
Moderate 0.51980776 Constructive 0.695
Dec 28, 2025 Deportations From Canada at Their …
Yet no one will talk about the mass tens of millions of Mexican invasion in america in the southwest in Texas, California. Mexicans in america are a much worse problem.
Yet no one will talk about the mass tens of millions of Mexican invasion in america in the southwest in Texas, California. Mexicans in america are a much worse problem.
Identity Attack0.6007182
Insult0.40243408
Profanity0.10363861
Threat0.014738814
Severe Toxicity0.023552058
Moderate 0.51869136 Low Con 0.278 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Modis BJP killed millions of Muslims in Gujarat. To say Hindu respect all religions is BS 😂. Some due but majority of Hindus are racist. Believe in the Cast system
Modis BJP killed millions of Muslims in Gujarat. To say Hindu respect all religions is BS 😂. Some due but majority of Hindus are racist. Believe in the Cast system
Identity Attack0.55044734
Insult0.5130944
Profanity0.3320008
Threat0.42133212
Severe Toxicity0.34977677
Moderate 0.5140397 Moderate Con 0.314 Identity Attack Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m gonna get a lot of hate for this comment and death threats, but I would rather have Pakistani and Indian people then have Isis and radical Islamic terror because if people know how to …
I’m gonna get a lot of hate for this comment and death threats, but I would rather have Pakistani and Indian people then have Isis and radical Islamic terror because if people know how to act then it’s fine if they build their culture hair, don’t forget Europeans and white people built their culture all over the world and killed everyone that wasn’t what they wanted and got rid of their religions in their ancestors and they got rid of their culturewhite people have killed billions of people, but nobody seems to care about that as soon as you see some brown people moving into your country, that’s under 1 million you guys flip out it’s weird
Identity Attack0.5135796
Insult0.34237885
Profanity0.2801717
Threat0.5195707
Severe Toxicity0.17009245
Moderate 0.5140397 Constructive 0.558 Identity Attack Threat
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Just take a look at India,the world's biggest sh!th0le and then ask yourself why you think importing millions of them is going to turn Canada/U.S/Australia/U.K/Germany/Japan into paradise. All i hear is the same WEF excuse:"the …
Just take a look at India,the world's biggest sh!th0le and then ask yourself why you think importing millions of them is going to turn Canada/U.S/Australia/U.K/Germany/Japan into paradise. All i hear is the same WEF excuse:"the whites are too lazy to work" which can be translated as "we need cheap third world labor to drive down costs". The ruling elites of the West are all WEF. Got any shares in BlackRock???
Identity Attack0.50125694
Insult0.48484445
Profanity0.39409557
Threat0.01508414
Severe Toxicity0.052940834
Moderate 0.50503236 Low Con 0.297 Identity Attack Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
YOU ARE ASKING "HOW SYSTEM IS WORKING" SO LET ME TELL YOU: THERE IS NO SYSTEM. WE NEVER HAD A SYSTEM TO START WITH. WE HAVE NO IDEA WHAT WE ARE DOING. THESE PEOPLE WHO …
YOU ARE ASKING "HOW SYSTEM IS WORKING" SO LET ME TELL YOU: THERE IS NO SYSTEM. WE NEVER HAD A SYSTEM TO START WITH. WE HAVE NO IDEA WHAT WE ARE DOING. THESE PEOPLE WHO ARE MANAGING THE IMMIGRATION SYSTEM HAS NO IDEA WHATSOEVER. USELESS PEOPLE. YOU ARE SAYING 78 MILLIONS BUT I ASK HOW MANY THESE USELESS IMMIGRATION EMPLOYEES ARE COSTING US??????????/ MAYBE BILLIONS(((((((((((((((((((((((((((((((((((((((((((( MY THANKS GOES TO MR. TRUDEAU & NOW TO MR. CARNEY WHO DESTROYED THIS COUNTRY & TOOK US BACKWARDS LIKE 50 YEARS BACK((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((
Identity Attack0.28034934
Insult0.5145894
Profanity0.12551236
Threat0.018019408
Severe Toxicity0.023076924
Moderate 0.4977744 Moderate Con 0.301 Insult Policy_Critique
Dec 28, 2025 Deportations From Canada at Their …
Why are we trying to integrate people with values that are so different from our own and give them special privileges? This is a burden on Canadian culture and the Canadian taxpayer . 50 million …
Why are we trying to integrate people with values that are so different from our own and give them special privileges? This is a burden on Canadian culture and the Canadian taxpayer . 50 million of mine and other Canadians hard work . To put illegals in hotels? Wtf All crime is covered up if it’s a refugee and now they are trying to pass bill c75 to allow crimes committed by these people to be less harsh .. some including crime against children? Wtf wake up in 2019 CANADA vote !!!
Identity Attack0.28034934
Insult0.40698266
Profanity0.46460027
Threat0.013631714
Severe Toxicity0.024631912
Moderate 0.4850187 Moderate Con 0.482
Nov 6, 2018 How much do refugees and …
OUR TREASONOUS GOVERNMENT IN AUSTRALIA ARE DOING DEALS WITH INDIA TO BUILD A MILLION HOMES HERE JUST FOR INDIANS‼
OUR TREASONOUS GOVERNMENT IN AUSTRALIA ARE DOING DEALS WITH INDIA TO BUILD A MILLION HOMES HERE JUST FOR INDIANS‼
Identity Attack0.48915586
Insult0.40243408
Profanity0.21132572
Threat0.039947584
Severe Toxicity0.043077253
Moderate 0.4838166 Low Con 0.194
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Don't forget the 6 million truedumb snuck in
Don't forget the 6 million truedumb snuck in
Identity Attack0.043581683
Insult0.5423875
Profanity0.27072498
Threat0.011353259
Severe Toxicity0.01986976
Moderate 0.48141238 Low Con 0.173 Insult Unverified_Claim
Jan 3, 2026 New rules, regulations take effect …
is there even a normal person living in canada anymore? they all seem to be off. even the whites, mybe thats why they imported millions of hindus which are fundementally not compatible with christianity into …
is there even a normal person living in canada anymore? they all seem to be off. even the whites, mybe thats why they imported millions of hindus which are fundementally not compatible with christianity into their country. I mean the inbred who was talking about africans having low iq and not liking muslims is just hilarious.
Identity Attack0.5612457
Insult0.42881694
Profanity0.13873272
Threat0.012285355
Severe Toxicity0.023599008
Moderate 0.48021027 Moderate Con 0.352 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
380 million since 2018 on deportation... vs housing potential criminals/ fake students? Which has cost the average citizen or tax payers more? Media Clowns
380 million since 2018 on deportation... vs housing potential criminals/ fake students? Which has cost the average citizen or tax payers more? Media Clowns
Identity Attack0.030433474
Insult0.54471385
Profanity0.084844165
Threat0.008738215
Severe Toxicity0.0104522705
Moderate 0.47886392 Low Con 0.22 Insult
Dec 29, 2025 Deportations From Canada at Their …
Liberalism is a treasonous mental disorder. Deport over 10 ++ million newcomers and impose a moratorium on immigration for 1000 years! 🇨🇦
Liberalism is a treasonous mental disorder. Deport over 10 ++ million newcomers and impose a moratorium on immigration for 1000 years! 🇨🇦
Identity Attack0.3825363
Insult0.48313886
Profanity0.12286829
Threat0.040638234
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.227 Call_To_Action
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
and 1 more reason out of a million why trump sick of canada but Canadian are so braindead they cant even understand that.. they claim everything bad happening in canada are caused by trump ...
and 1 more reason out of a million why trump sick of canada but Canadian are so braindead they cant even understand that.. they claim everything bad happening in canada are caused by trump ...
Identity Attack0.44690517
Insult0.5101222
Profanity0.05017922
Threat0.009463178
Severe Toxicity0.020644438
Moderate 0.47772613 Low Con 0.183 Insult Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
The irony of westerners FEARING Africans because of our 'culture' when the western world tore through Africa for hundreds of years pillaging, enslaving, raping and murdering MILLIONS of them will never not make my blood …
The irony of westerners FEARING Africans because of our 'culture' when the western world tore through Africa for hundreds of years pillaging, enslaving, raping and murdering MILLIONS of them will never not make my blood boil.
Identity Attack0.48915586
Insult0.36798462
Profanity0.26631543
Threat0.41878307
Severe Toxicity0.16960317
Moderate 0.47119883 Moderate Con 0.401 Moral_Argument
Mar 3, 2026 Inside Canada's Indian Invasion...
I don't care about the opinions of immigrants. Canada needs 5 million deportations of Indians ALONE, Islam should be banned and MANY Chinese need to be sent packing too. 10 million need to go.
I don't care about the opinions of immigrants. Canada needs 5 million deportations of Indians ALONE, Islam should be banned and MANY Chinese need to be sent packing too. 10 million need to go.
Identity Attack0.5698139
Insult0.24928534
Profanity0.06345607
Threat0.13414288
Severe Toxicity0.023880709
Moderate 0.47119883 Moderate Con 0.396 Identity Attack Fear_Threat
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
2.9 million people need to sent back their countries. Canada has become a third world toilet.
2.9 million people need to sent back their countries. Canada has become a third world toilet.
Identity Attack0.46028158
Insult0.48399165
Profanity0.07643871
Threat0.0076507707
Severe Toxicity0.021419114
Moderate 0.47119883 Low Con 0.191 Unverified_Claim
Jan 17, 2026 2.9 million Canadian temporary visas …
SOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO, how many millions did it take to "figure" that shit out that India's "students" has been scamming CAnada since Turdeau stole the elections the first time????????????????????????????????????????????
SOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO, how many millions did it take to "figure" that shit out that India's "students" has been scamming CAnada since Turdeau stole the elections the first time????????????????????????????????????????????
Identity Attack0.22935481
Insult0.40243408
Profanity0.41255033
Threat0.010705971
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.214
Oct 12, 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.