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: "Other nations don't have an …" 521 comments · Page 21 of 21
First nations here: First time???
First nations here: First time???
Identity Attack0.0071775843
Insult0.0084818825
Profanity0.01261955
Threat0.0066345283
Severe Toxicity0.0010681152
Low Tox 0.02107848 Moderate Con 0.346 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
What about tougher laws for those aiding and abetting this flow… particularly through First Nations lands. 😊
What about tougher laws for those aiding and abetting this flow… particularly through First Nations lands. 😊
Identity Attack0.005771666
Insult0.008994885
Profanity0.010245483
Threat0.0067898775
Severe Toxicity0.00074386597
Low Tox 0.019477395 Moderate Con 0.325 Call_To_Action
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
We can definitely do without #1. There's no reason why it shouldn't take 7-9 years to obtain citizenship just like most other nations in the world.
We can definitely do without #1. There's no reason why it shouldn't take 7-9 years to obtain citizenship just like most other nations in the world.
Identity Attack0.0056236745
Insult0.008348881
Profanity0.012961143
Threat0.007145886
Severe Toxicity0.0008392334
Low Tox 0.018095128 Moderate Con 0.426 Policy_Critique
Jan 12, 2026 3 likes Canada’s new rules in 2026
The part of all of that is the national school food program. No child should be hungry.
The part of all of that is the national school food program. No child should be hungry.
Identity Attack0.0030153254
Insult0.009108886
Profanity0.011031146
Threat0.0067251488
Severe Toxicity0.00079631805
Low Tox 0.017843807 Moderate Con 0.452
Jan 13, 2026 1 likes Canada’s new rules in 2026
I really don't understand why even this is a news. Its implicit that when visa is about to expire, person must leave the country applies to any country in the world. Are we really a …
I really don't understand why even this is a news. Its implicit that when visa is about to expire, person must leave the country applies to any country in the world. Are we really a nation with open borders if so they declare it and invite anyone to come and give them PR card upfront when they onboard air canada flight.
Identity Attack0.0050317086
Insult0.009279887
Profanity0.010638315
Threat0.006246155
Severe Toxicity0.0007247925
Low Tox 0.01633588 Constructive 0.574
Jan 15, 2026 18 likes 2.9 million Canadian temporary visas …
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 …
The Trudeau Post National State
The Trudeau Post National State
Identity Attack0.0029783275
Insult0.00971689
Profanity0.010467518
Threat0.0061166976
Severe Toxicity0.00074386597
Low Tox 0.013822667 Moderate Con 0.318 Meta_Commentary
Feb 20, 2026 Canadian immigration officers investigating hundreds …
They should add sharing our national holidays to the points system.
They should add sharing our national holidays to the points system.
Identity Attack0.003385304
Insult0.007664877
Profanity0.011219022
Threat0.0069516995
Severe Toxicity0.00077724457
Low Tox 0.013320025 Moderate Con 0.386 Policy_Critique
Jun 17, 2025 20 likes How Canada broke its immigration …
Let’s hear it for a global universal language that all nations adopt as either a primary or secondary language that is taught to everyone.
Let’s hear it for a global universal language that all nations adopt as either a primary or secondary language that is taught to everyone.
Identity Attack0.0043102503
Insult0.007721877
Profanity0.011184863
Threat0.006641001
Severe Toxicity0.00069618225
Low Tox 0.01237757 Low Con 0.293 Call_To_Action
Aug 24, 2025 2 likes Why Canadians Are Turning Against …
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)
I arrived in Canada 25 years ago. Yes, I am an immigrant — but I embraced this country, learned its language, and built my life here. Canadians welcomed me with open arms, and I carry …
I arrived in Canada 25 years ago. Yes, I am an immigrant — but I embraced this country, learned its language, and built my life here. Canadians welcomed me with open arms, and I carry deep respect and gratitude for that generosity. But Canada today is not the Canada of 25, or even 15, years ago. Our nation has changed profoundly. And because I love this country, I believe we must not be afraid to speak up, to protect the values and culture that make Canada the home we cherish.
Identity Attack0.005956655
Insult0.007797878
Profanity0.009801413
Threat0.0062137907
Severe Toxicity0.0006246567
Low Tox 0.011686437 Constructive 0.733 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
What does it mean to sponsor a work permit? Work Visa. Work-force Mobility. Visa sponsorship refers to the process where an individual or organization takes responsibility for supporting a foreign national to enter or stay …
What does it mean to sponsor a work permit? Work Visa. Work-force Mobility. Visa sponsorship refers to the process where an individual or organization takes responsibility for supporting a foreign national to enter or stay in another country. In the workplace, employers may sponsor their employees to obtain a foreign visa and relocate abroad for a job. Velocity Global What Is Visa Sponsorship? - Velocity Global Who can sponsor a work permit? a sponsoring employer
Identity Attack0.005105704
Insult0.007028373
Profanity0.010313802
Threat0.006304411
Severe Toxicity0.0006723404
Low Tox 0.011497946 Moderate Con 0.465
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
We need to nationalize Air Canada for their lift capacity and have them cycling 24/7.
We need to nationalize Air Canada for their lift capacity and have them cycling 24/7.
Identity Attack0.0026638457
Insult0.0072278744
Profanity0.009801413
Threat0.0068416605
Severe Toxicity0.00081539154
Low Tox 0.010555492 Moderate Con 0.333 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Good Job Canada. Focus on your citizens, your economy, your culture and uniting your people into one Big Beautiful Canadian Nation!
Good Job Canada. Focus on your citizens, your economy, your culture and uniting your people into one Big Beautiful Canadian Nation!
Identity Attack0.004994711
Insult0.0070473733
Profanity0.009920971
Threat0.006530962
Severe Toxicity0.00078201294
Low Tox 0.009864358 Moderate Con 0.449 Identity_Assertion
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
Implement National Right to Work legislation (union dues are optional).
Implement National Right to Work legislation (union dues are optional).
Identity Attack0.002552852
Insult0.0064298697
Profanity0.009767254
Threat0.006433869
Severe Toxicity0.0005578995
Low Tox 0.008544922 Low Con 0.134
Jan 3, 2026 New rules, regulations take effect …
Why would Canada be exempt, foreign nationals is foreign nation Canadian Germane or whatever…
Why would Canada be exempt, foreign nationals is foreign nation Canadian Germane or whatever…
Identity Attack0.0011822326
Insult0.00053934235
Profanity0.000036833728
Threat0.00007051516
Severe Toxicity0.0000025904756
Low Tox 0.0023595933
Dec 8, 2025 1 likes
Thanks to Canada i hope they will keep their immigration policy as liberal and considerate to other nationalities.!!!
Thanks to Canada i hope they will keep their immigration policy as liberal and considerate to other nationalities.!!!
Identity Attack0.00009439454
Insult0.00024900545
Profanity0.00001717458
Threat0.000035039022
Severe Toxicity0.0000017260779
Low Tox 0.00070957537
Apr 14, 2025 1 likes
Sure but why are the mainstream stations not reporting on the November 2025 USA National Security Strategy document which Trump has outlined the conquer of the western hemisphere?
Sure but why are the mainstream stations not reporting on the November 2025 USA National Security Strategy document which Trump has outlined the conquer of the western hemisphere?
Identity Attack0.00005063371
Insult0.00017739397
Profanity0.000016815164
Threat0.000017663213
Severe Toxicity0.0000020114255
Low Tox 0.00037477972
Dec 10, 2025
It's sobering to realize that many who have studied, worked, and built lives in Canada may now be left in limbo. The question isn't just about policy—it’s about identity, belonging, and the kind of future …
It's sobering to realize that many who have studied, worked, and built lives in Canada may now be left in limbo. The question isn't just about policy—it’s about identity, belonging, and the kind of future Canada envisions for itself. Can a nation remain strong while turning away those who have already contributed to its strength?
Identity Attack0.00004286426
Insult0.00014268374
Profanity0.000018013197
Threat0.000017618344
Severe Toxicity0.0000025745335
Low Tox 0.00029857497 Moral_Argument
Apr 19, 2025 1 likes
Heightened scrutiny undermines Canada's reputation as a welcoming destination? Isn't this the point? Meanwhile, lax policies allow too much abuse of our "wecoming" system. Finally, with the US tightening their borders, Canada will be the …
Heightened scrutiny undermines Canada's reputation as a welcoming destination? Isn't this the point? Meanwhile, lax policies allow too much abuse of our "wecoming" system. Finally, with the US tightening their borders, Canada will be the desired destination for North America, and our policies must prepare for this likely outcome. One last point is this: i would rather this country take care of the first nations peoples, the dispossessed, those marginalized within our society and our elderly who've contributed to this country's growth and prosperity but, due to one or another reason, dont have workplace pensions for retirement. Once we've sorted out our own peoples, seen properly to the needs of those who were actually born here, ensured our hospitals and schools are well funded, then we can look to service the needs of a migrant population.
Identity Attack0.000051619318
Insult0.000120263016
Profanity0.000018316585
Threat0.000020267227
Severe Toxicity0.000003076367
Low Tox 0.00027410034
Apr 23, 2025
I am supportive of immigration, but I believe there should be a cap of no more than 1-2.5% annually. A significant number of migrants moving to Canada from the same region or country could cause …
I am supportive of immigration, but I believe there should be a cap of no more than 1-2.5% annually. A significant number of migrants moving to Canada from the same region or country could cause issues, as this can lead to the formation of "mini-bubble" societies within Canada. These groups may sometimes become the dominant demographic and undermine the existing communities that have contributed to building Canada for decades. We cannot expect new immigrants to seamlessly merge into Canadian society. This is a major oversight by Canada’s Immigration Department. Digital applications from foreign nations may play a role in this phenomenon. There should also be regulations concerning how many new immigrants can be brought in by family members. For instance, one new citizen can legally bring both of their parents and their spouse, which is fair. However, there have been cases where this process is repeated multiple times within ten years, leading to a 1:15 ratio, where one person can bring in six to eight relatives. If there is a labor shortage in essential fields, Canada can offer long-term residency to those who continue to work in those sectors, such as caretakers. However, the pathway to citizenship could be lengthened or require a higher standard. For instance, the requirements could extend from X years of living in Canada to X+5 years, as well as passing a basic Canadian citizenship test, either written or verbal. While an increase of five years may seem unfair or lengthy, it is essential. A newborn child from a Canadian family requires 18 years to gain voting rights in elections, whereas new immigrants—especially those who come for study for four to six years—can potentially gain both citizenship and voting rights sooner if they meet the previous administration's standard. Children under the age of 18 can gain citizenship in as little as X-4 years, regardless of their full integration into Canadian society. This loophole is sometimes abused and provides preferential treatment that favors this process over existing Canadian. In my opinion, it would be fairer to calculate the duration of "living in Canada" based on the number of years they have paid "income taxes" in Canada. This is important because many individuals with multiple passports pay taxes elsewhere while benefiting from Canadian healthcare and other services. The investment in home buying as a pathway to citizenship has contributed to the housing crisis, resulting in numerous empty homes in various regions. While it may offer short-term economic benefits that some politicians favor, it is detrimental to Canada as a whole. If buying a house is the only requirement for citizenship, wouldn't a large portion of the global population be eligible for U.S. citizenship just by investing in U.S. businesses or stocks? This perspective may seem illogical when looking at it from outside the box. Apologies for being a bit wordy; I had much more to say. Nonetheless, I also support temporary residency for up to 6-9 months for those who have been evacuated due to war, natural disasters, or similar circumstances. Special exceptions can be granted for families with members working in critical fields that merit such considerations (high-end industry).
Identity Attack0.000069526875
Insult0.00010191088
Profanity0.000024604129
Threat0.0000227671
Severe Toxicity0.000003976266
Low Tox 0.00024560353 Policy_Critique
Apr 15, 2025 11 likes

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.