Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "First and most of all!!!!!!!! …" 655 comments · Page 26 of 27
first
first
Identity Attack0.0035517942
Insult0.008462882
Profanity0.01535229
Threat0.0076507707
Severe Toxicity0.0013160706
Low Tox 0.016021729 Moderate Con 0.5
Jan 27, 2026 Inside Canada's Indian Invasion...
Security is first priority
Security is first priority
Identity Attack0.00362579
Insult0.0075888764
Profanity0.012141321
Threat0.007521313
Severe Toxicity0.0010490417
Low Tox 0.015267765 Moderate Con 0.312 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Before French and English colonization, First Nations people spoke hundreds of distinct, diverse Indigenous languages from numerous families like Algonquian (Cree, Anishinaabemowin), Athabaskan/Na-Dené (Dene, Tlingit), Iroquoian (Haudenosaunee/Iroquois), Siouan, and Salish, among others, forming complex linguistic …
Before French and English colonization, First Nations people spoke hundreds of distinct, diverse Indigenous languages from numerous families like Algonquian (Cree, Anishinaabemowin), Athabaskan/Na-Dené (Dene, Tlingit), Iroquoian (Haudenosaunee/Iroquois), Siouan, and Salish, among others, forming complex linguistic landscapes across North America, with major families like Algonquian and Na-Dené covering vast territories.  Key Language Families & Examples: Algonquian: Spoken across eastern and central North America, including Cree (Nēhiyawēwin), Ojibway (Anishinaabemowin), Blackfoot (Siksiká), and Montagnais (Innu). Athabaskan (Na-Dené): Found in the northwest and parts of the plains, encompassing languages like Dene (Dënesųłiné), Tłı‌chǫ, and Tlingit. Iroquoian: Spoken by peoples like the Haudenosaunee (Mohawk, Oneida, Seneca, etc.) and Wendat (Huron) in the Northeast. Siouan: Languages like Nakoda (Stoney) in the Plains region. Pacific Coast Languages: A huge diversity, including Salish, Tsimshian, Wakashan, and Haida.
Identity Attack0.011617327
Insult0.010666896
Profanity0.018187506
Threat0.00866054
Severe Toxicity0.0017929077
Low Tox 0.014765122 Constructive 0.595 Meta_Commentary
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better job of screening people coming in. Canada still needs good capable people coming in.
Identity Attack0.0050687063
Insult0.008880884
Profanity0.009289024
Threat0.006272047
Severe Toxicity0.0005578995
Low Tox 0.01419965 Constructive 0.526 Policy_Critique
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
Canada first 🇨🇦 🍁
Canada first 🇨🇦 🍁
Identity Attack0.0062526376
Insult0.007987879
Profanity0.011936366
Threat0.006861079
Severe Toxicity0.0011444092
Low Tox 0.01419965 Moderate Con 0.336 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Should never have had one in the first place.
Should never have had one in the first place.
Identity Attack0.0024048607
Insult0.0075128763
Profanity0.011594773
Threat0.0074565844
Severe Toxicity0.0008201599
Low Tox 0.01419965 Low Con 0.264
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
How about we help actual citizens first?
How about we help actual citizens first?
Identity Attack0.003607291
Insult0.007873878
Profanity0.010143006
Threat0.0067186756
Severe Toxicity0.00071048737
Low Tox 0.013885498 Low Con 0.28 Policy_Critique
Nov 24, 2025 Quebec Ends Economic Immigration Program …
First
First
Identity Attack0.0031633168
Insult0.007949878
Profanity0.014498309
Threat0.0073918556
Severe Toxicity0.0011968613
Low Tox 0.013634177 Moderate Con 0.49
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
First
First
Identity Attack0.003144818
Insult0.007949878
Profanity0.014498309
Threat0.0073918556
Severe Toxicity0.0012016296
Low Tox 0.013571346 Moderate Con 0.494
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks so much, I only studied the first 150 questions and passed with 18\\20
Thanks so much, I only studied the first 150 questions and passed with 18\\20
Identity Attack0.0039402717
Insult0.008006879
Profanity0.0138151245
Threat0.0074565844
Severe Toxicity0.0010442734
Low Tox 0.013445686 Constructive 0.546
Aug 25, 2025 3 likes Canadian Citizenship Test 2025 – …
What’s singh’s first name?
What’s singh’s first name?
Identity Attack0.004069764
Insult0.00808288
Profanity0.013029462
Threat0.006912862
Severe Toxicity0.0009059906
Low Tox 0.0131943645 Low Con 0.282 Question
Feb 18, 2026 Canadian immigration officers investigating hundreds …
The first problem is that no country has a long range plan: where do they want to be on 20/50/100 years. The basic economic plan is for growth but this is not sustainable. Reduced birth …
The first problem is that no country has a long range plan: where do they want to be on 20/50/100 years. The basic economic plan is for growth but this is not sustainable. Reduced birth rates mean that immigration is needed, if only to reduce the impact of an aging population and to reduce the demands on the young adult population. This should be aimed at getting to a sustainable state but no government is planning for it. They only plan for the current electoral cycle.
Identity Attack0.0041067624
Insult0.00806388
Profanity0.00951106
Threat0.0062008454
Severe Toxicity0.00059366226
Low Tox 0.012880214 Moderate Con 0.379 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Sorry: First Place!
Sorry: First Place!
Identity Attack0.0024973555
Insult0.007854878
Profanity0.01127026
Threat0.0067186756
Severe Toxicity0.00079631805
Low Tox 0.012817383 Moderate Con 0.398 Humor_Satire
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
If they get the country make it suited to help the needy and its people first
If they get the country make it suited to help the needy and its people first
Identity Attack0.003921773
Insult0.007474876
Profanity0.0113385795
Threat0.006925808
Severe Toxicity0.0007915497
Low Tox 0.012566062 Low Con 0.219
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
IIRC saying they are "regaining control", meaning they didn't have control in the first place.
IIRC saying they are "regaining control", meaning they didn't have control in the first place.
Identity Attack0.002192123
Insult0.008234881
Profanity0.010450439
Threat0.006375613
Severe Toxicity0.0005221367
Low Tox 0.012503231 Low Con 0.266 Policy_Critique
Jan 15, 2026 7 likes 2.9 million Canadian temporary visas …
FIRST Nation?
FIRST Nation?
Identity Attack0.0036812867
Insult0.007151874
Profanity0.011236101
Threat0.0066345283
Severe Toxicity0.00082969666
Low Tox 0.012314741 Moderate Con 0.369 Question
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Get A $5 Bonus On Your First Offer With FreeCash: https://freecash.com/c/f2399e
Get A $5 Bonus On Your First Offer With FreeCash: https://freecash.com/c/f2399e
Identity Attack0.0020533812
Insult0.0075128763
Profanity0.013371054
Threat0.007029374
Severe Toxicity0.0009536743
Low Tox 0.01218908 Low Con 0.192 Advertisement_Spam
Jan 27, 2026 660 likes Inside Canada's Indian Invasion...
I just wrote my exam now! I even wrote twice because of an error with my photo ID. I got 20 in the first test and 19 in the second test. All the questions were …
I just wrote my exam now! I even wrote twice because of an error with my photo ID. I got 20 in the first test and 19 in the second test. All the questions were very similar to what we have here but some where in true or false formats. I listened to Discover Canada audio and read the pdf simultaneously and then did two rounds of this practice questions. Thank you greatly
Identity Attack0.0024233595
Insult0.007493876
Profanity0.010996987
Threat0.006492125
Severe Toxicity0.0006532669
Low Tox 0.010681152 Constructive 0.741 Personal_Narrative
Mar 1, 2026 1 likes Canadian Citizenship Test 2025 – …
My multi-great grandfather was the first Mayor of Brampton (1874-1876). A number of his descendants are buried in Brampton.
My multi-great grandfather was the first Mayor of Brampton (1874-1876). A number of his descendants are buried in Brampton.
Identity Attack0.00310782
Insult0.007028373
Profanity0.010638315
Threat0.0068999166
Severe Toxicity0.00066280365
Low Tox 0.009675868 Constructive 0.624 Personal_Narrative
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc …
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc they obviously didn't then complain they can't make it.Go home.
Identity Attack0.0043322137
Insult0.0011908403
Profanity0.00004395006
Threat0.0005412362
Severe Toxicity0.00000458772
Low Tox 0.009554655
Apr 23, 2025 1 likes
Good. Too many immigrants is a strain on all benefits for Canadian citizens. Citizens should be cared for first and foremost.
Good. Too many immigrants is a strain on all benefits for Canadian citizens. Citizens should be cared for first and foremost.
Identity Attack0.008180447
Insult0.0014411219
Profanity0.000020158452
Threat0.00014765137
Severe Toxicity0.0000027731217
Low Tox 0.0092437975 Economic_Argument
Apr 16, 2025 83 likes
Alberta First
Alberta First
Identity Attack0.0034223017
Insult0.0074558756
Profanity0.0103992
Threat0.0064468146
Severe Toxicity0.00089645386
Low Tox 0.009047564 Moderate Con 0.393 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for the video. I just took my test Jan 19/2026 got 19/20 on my first attempt. I read 2 chapters of discover Canada, found it was hard to follow and watched this video …
Thank you for the video. I just took my test Jan 19/2026 got 19/20 on my first attempt. I read 2 chapters of discover Canada, found it was hard to follow and watched this video 3 times instead. I took notes and read all the explanation with each questions. Wrote down the events according to timeline really helped. This video gave me a really solid foundation, but still had maybe 4-5 questions that wasn’t part of these questions.
Identity Attack0.0022846176
Insult0.006353869
Profanity0.010108846
Threat0.0063238298
Severe Toxicity0.00054597855
Low Tox 0.0060631246 Constructive 0.698
Jan 20, 2026 2 likes Canadian Citizenship Test 2025 – …
I was one of the first ones who got PR though Jason Kenney's Canadian Experience class. Thank you, Mr. Kenney.
I was one of the first ones who got PR though Jason Kenney's Canadian Experience class. Thank you, Mr. Kenney.
Identity Attack0.0018961402
Insult0.006296869
Profanity0.00950252
Threat0.006110225
Severe Toxicity0.00046491623
Low Tox 0.005340576 Constructive 0.665 Personal_Narrative
Feb 17, 2026 6 likes LILLEY UNLEASHED: The fall of …
Canada has to stop funding all programs to foreign countries....we need to fund our country first...we are not bad unconcerned citizens...we just don't want to be taken advantage of....we are broke!
Canada has to stop funding all programs to foreign countries....we need to fund our country first...we are not bad unconcerned citizens...we just don't want to be taken advantage of....we are broke!
Identity Attack0.00022114928
Insult0.0005871058
Profanity0.00003183165
Threat0.00005655146
Severe Toxicity0.0000020115463
Low Tox 0.0019068342 Economic_Argument
Apr 16, 2025

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.