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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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Active: "Its not the people who …" 4,268 comments · Page 165 of 171
Why is the interview only in the poor areas? Most Canadian born people I know dont live in these areas - they live in Oakville, Burlington, Muskokas, Kawartha areas.
Why is the interview only in the poor areas? Most Canadian born people I know dont live in these areas - they live in Oakville, Burlington, Muskokas, Kawartha areas.
Identity Attack0.012943448
Insult0.012376905
Profanity0.009587918
Threat0.005867492
Severe Toxicity0.00076293945
Low Tox 0.026145924 Constructive 0.534
Jan 5, 2026 Inside Canada's Indian Metropolis (Brampton)
So, if people didn't like how the liberals handled immigration under Trudeau, why did they vote liberals again back in with Carney?
So, if people didn't like how the liberals handled immigration under Trudeau, why did they vote liberals again back in with Carney?
Identity Attack0.0093974555
Insult0.012984909
Profanity0.009639157
Threat0.006155535
Severe Toxicity0.0008201599
Low Tox 0.026145924 Moderate Con 0.42 Question
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Ive noticed the standard of driving drop in australia in the last few years , people just dont bother indicating anymore .
Ive noticed the standard of driving drop in australia in the last few years , people just dont bother indicating anymore .
Identity Attack0.008879486
Insult0.012756908
Profanity0.012414595
Threat0.0068416605
Severe Toxicity0.0009870529
Low Tox 0.026028076 Moderate Con 0.493 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Isn't it fault of system? If you keep ur front door open and people break in your house, will you blame the people or yourself for keeping front gate open?
Isn't it fault of system? If you keep ur front door open and people break in your house, will you blame the people or yourself for keeping front gate open?
Identity Attack0.0024233595
Insult0.010628895
Profanity0.011543535
Threat0.008349842
Severe Toxicity0.0010490417
Low Tox 0.025910228 Moderate Con 0.333 Policy_Critique
Dec 26, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This is Canadian dream ,40 people in one house ,go Canada go
This is Canadian dream ,40 people in one house ,go Canada go
Identity Attack0.010063417
Insult0.010210892
Profanity0.0103992
Threat0.007793174
Severe Toxicity0.0016784668
Low Tox 0.025792383 Moderate Con 0.412
Jan 7, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
People have been calling it Bramladesh for a loooong time. Lots of great restaurants there.
People have been calling it Bramladesh for a loooong time. Lots of great restaurants there.
Identity Attack0.00725158
Insult0.011578901
Profanity0.01941724
Threat0.0068287146
Severe Toxicity0.0012969971
Low Tox 0.025674535 Moderate Con 0.461 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The way to fix this is to have stricter rules stopping these people coming in the first place.
The way to fix this is to have stricter rules stopping these people coming in the first place.
Identity Attack0.0058086636
Insult0.009526889
Profanity0.011526455
Threat0.009359611
Severe Toxicity0.0010347366
Low Tox 0.025674535 Low Con 0.257 Policy_Critique
Dec 24, 2025 31 likes Deportations From Canada at Their …
Why do people who haven't contributed anything to our society get anything while seniors and veterans struggle? Seniors built this country and veterans defended it. I get that we want to help but we can't …
Why do people who haven't contributed anything to our society get anything while seniors and veterans struggle? Seniors built this country and veterans defended it. I get that we want to help but we can't save the whole world.
Identity Attack0.005105704
Insult0.012414906
Profanity0.010621235
Threat0.0067834044
Severe Toxicity0.0007581711
Low Tox 0.02543884 Constructive 0.685
Oct 25, 2017 169 likes How much do refugees and …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take advantage of all the freedoms and continue doing what they are doing.
Identity Attack0.014048826
Insult0.0114649
Profanity0.010023449
Threat0.0059807673
Severe Toxicity0.0009059906
Low Tox 0.025320992 Moderate Con 0.481 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
We let way too many people in canada.
We let way too many people in canada.
Identity Attack0.013345404
Insult0.009868891
Profanity0.010621235
Threat0.006861079
Severe Toxicity0.0011920929
Low Tox 0.025320992 Low Con 0.229 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
to have more babies you need to give good job wage to your citizen ... If people cannot feed themself, buy a home /retire, they won't have kids
to have more babies you need to give good job wage to your citizen ... If people cannot feed themself, buy a home /retire, they won't have kids
Identity Attack0.003385304
Insult0.011122898
Profanity0.010604155
Threat0.0069516995
Severe Toxicity0.0008916855
Low Tox 0.025203144 Moderate Con 0.345
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. …
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. Yes there are some people overstaying and need to be removed otherwise there will be problems. But let’s just keep our facts right
Identity Attack0.004088263
Insult0.009678889
Profanity0.012107162
Threat0.009929225
Severe Toxicity0.0012588501
Low Tox 0.025085296 Constructive 0.603 Policy_Critique
Jan 19, 2026 2.9 million Canadian temporary visas …
BC affordable housing used to be a wait of a few months at most, now it takes years, and yes they take people who just walked in to the country. Older Canadians and vulnerable people …
BC affordable housing used to be a wait of a few months at most, now it takes years, and yes they take people who just walked in to the country. Older Canadians and vulnerable people are not a priority. For that there are shelters, which are not homes, at all.
Identity Attack0.010729378
Insult0.013174911
Profanity0.00948544
Threat0.0060325502
Severe Toxicity0.0008201599
Low Tox 0.024967449 Constructive 0.559 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
God said to take care of your own people and family before helping someone else or strangers , even though Jesus teaches us about charity and love of neighbour ,, but where do we stop …
God said to take care of your own people and family before helping someone else or strangers , even though Jesus teaches us about charity and love of neighbour ,, but where do we stop and consider what is going on ,
Identity Attack0.009545447
Insult0.010780896
Profanity0.011099464
Threat0.00598724
Severe Toxicity0.00077724457
Low Tox 0.024967449 Constructive 0.526 Moral_Argument
Aug 28, 2025 Why Canadians Are Turning Against …
Thank you for covering this. People need to wake up.
Thank you for covering this. People need to wake up.
Identity Attack0.0024233595
Insult0.012680908
Profanity0.010757872
Threat0.007197669
Severe Toxicity0.000834465
Low Tox 0.024849601 Moderate Con 0.387 Call_To_Action
Feb 26, 2026 37 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
We need ICE like agents for these people.
We need ICE like agents for these people.
Identity Attack0.0031263188
Insult0.011844902
Profanity0.0108774295
Threat0.009204263
Severe Toxicity0.001411438
Low Tox 0.024613906 Low Con 0.202 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
We need people for future
We need people for future
Identity Attack0.007547563
Insult0.0107048955
Profanity0.016752819
Threat0.008815889
Severe Toxicity0.0018119812
Low Tox 0.02449606 Moderate Con 0.322
Nov 21, 2025 Thousands of refugees allowed into …
Excellent, late decision but will be helpful to regain some sort of stability for people born here and have no job or future.
Excellent, late decision but will be helpful to regain some sort of stability for people born here and have no job or future.
Identity Attack0.006474625
Insult0.011920903
Profanity0.010108846
Threat0.006479179
Severe Toxicity0.00079631805
Low Tox 0.02449606 Constructive 0.545 Economic_Argument
Nov 20, 2025 20 likes Quebec Ends Economic Immigration Program …
What I want to know is WHY and why did so many people go along with this disaster.
What I want to know is WHY and why did so many people go along with this disaster.
Identity Attack0.0018591423
Insult0.011236899
Profanity0.010552917
Threat0.007068211
Severe Toxicity0.00076293945
Low Tox 0.02449606 Moderate Con 0.323
Jun 18, 2025 3 likes How Canada broke its immigration …
People work and spend and bring up economy. All this will eventually catch up and shrink the economy. Seen it happen one example is UK , Japan and USA. In a few years it will …
People work and spend and bring up economy. All this will eventually catch up and shrink the economy. Seen it happen one example is UK , Japan and USA. In a few years it will show
Identity Attack0.006363631
Insult0.010020891
Profanity0.011902207
Threat0.008466354
Severe Toxicity0.0011491776
Low Tox 0.02449606 Moderate Con 0.324 Economic_Argument
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Canadian here, I love Indians, hard working people, respectful with a low crime rate, good food, good music, I love my Indian neighbours here in Canada, very peaceful and trustworthy and very educated.
Canadian here, I love Indians, hard working people, respectful with a low crime rate, good food, good music, I love my Indian neighbours here in Canada, very peaceful and trustworthy and very educated.
Identity Attack0.015757138
Insult0.010248893
Profanity0.015318131
Threat0.007948523
Severe Toxicity0.0017547607
Low Tox 0.02449606 Constructive 0.665 Solidarity
Feb 24, 2026 Inside Canada's Indian Invasion...
How come you didn’t ask why so many people were praying in the middle of the day? 😂
How come you didn’t ask why so many people were praying in the middle of the day? 😂
Identity Attack0.006178642
Insult0.010286893
Profanity0.0128245065
Threat0.0062785195
Severe Toxicity0.0010108948
Low Tox 0.024260364 Low Con 0.244 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
How can thousands of people go missing in a country of 40 million. Aren’t they driving cars , living rental , using credit card and all that
How can thousands of people go missing in a country of 40 million. Aren’t they driving cars , living rental , using credit card and all that
Identity Attack0.006770608
Insult0.011046898
Profanity0.01128734
Threat0.0065697995
Severe Toxicity0.0010251999
Low Tox 0.024142517 Moderate Con 0.313
Sep 27, 2025 396 likes IRCC Names India in Study …
I think your title is incorrect, no political party is advocating for more immigration at the moment. The people who are advocating for more migration now have their own personal agendas, this does not represent …
I think your title is incorrect, no political party is advocating for more immigration at the moment. The people who are advocating for more migration now have their own personal agendas, this does not represent the country as a whole. The country is not falling apart because of changes in immigration laws.
Identity Attack0.00984143
Insult0.010552894
Profanity0.010091767
Threat0.006194372
Severe Toxicity0.0007009506
Low Tox 0.02402467 Constructive 0.638 Policy_Critique
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
There are way more than 800,000 people actually living in Brampton. Even local politicians acknowledge this. The censuses obviously don't count people here living illegally in lofts above their workplaces, nor do they count the …
There are way more than 800,000 people actually living in Brampton. Even local politicians acknowledge this. The censuses obviously don't count people here living illegally in lofts above their workplaces, nor do they count the thousands upon thousands of people living packed into illegal basement apartments and officially empty "investment properties." Why do you think covid lasted longer in Brampton than anywhere else in Canada and commuting in this city is impossible
Identity Attack0.008435511
Insult0.012414906
Profanity0.009681856
Threat0.006058442
Severe Toxicity0.0008392334
Low Tox 0.023906821 Constructive 0.715 Unverified_Claim
Dec 16, 2025 Inside Canada's Indian Metropolis (Brampton)

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.