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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: "This is only about 15 …" 161 comments · Page 7 of 7
14:15 don't forget Carney was involved with that for five years.
14:15 don't forget Carney was involved with that for five years.
Identity Attack0.0013411723
Insult0.0086718835
Profanity0.00993805
Threat0.0062526283
Severe Toxicity0.00044107437
Low Tox 0.012126249 Constructive 0.57 Policy_Critique
Feb 17, 2026 16 likes LILLEY UNLEASHED: The fall of …
Completed test today. 18/20. This video was a great help. This video + basic understanding of Canada's geography + voting + politics -> I am sure anyonre can PASS easily with 15+/20
Completed test today. 18/20. This video was a great help. This video + basic understanding of Canada's geography + voting + politics -> I am sure anyonre can PASS easily with 15+/20
Identity Attack0.0040512653
Insult0.007797878
Profanity0.010604155
Threat0.00636914
Severe Toxicity0.00074386597
Low Tox 0.012126249 Constructive 0.623
Oct 17, 2025 1 likes Canadian Citizenship Test 2025 – …
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 …
Thank you for covering this. Brampton was so nice 15 years ago.
Thank you for covering this. Brampton was so nice 15 years ago.
Identity Attack0.0021181274
Insult0.0077028773
Profanity0.011184863
Threat0.0065633263
Severe Toxicity0.0007677078
Low Tox 0.01017851 Constructive 0.553 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Why the hawaii id at 1:15?
Why the hawaii id at 1:15?
Identity Attack0.0021828737
Insult0.0067338715
Profanity0.010228404
Threat0.006330303
Severe Toxicity0.00064849854
Low Tox 0.008293601 Low Con 0.278 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
Thanks a lot , I just cleared the test on June 15, 2025. Most of the questions were similar , I just heard/watched this test once, did not read the discover Canada book at all, …
Thanks a lot , I just cleared the test on June 15, 2025. Most of the questions were similar , I just heard/watched this test once, did not read the discover Canada book at all, this video is sufficient. Scored 17/20.
Identity Attack0.0019978844
Insult0.0065913703
Profanity0.009613537
Threat0.0062785195
Severe Toxicity0.0005555153
Low Tox 0.0070055793 Constructive 0.634 Personal_Narrative
Jun 16, 2025 15 likes Canadian Citizenship Test 2025 – …
I just want to say a big thanks to whoever put this together. I read discover Canada once and watched this twice. Scored (19/20) today June 15, 2025.
I just want to say a big thanks to whoever put this together. I read discover Canada once and watched this twice. Scored (19/20) today June 15, 2025.
Identity Attack0.001951637
Insult0.0064298697
Profanity0.009869732
Threat0.006550381
Severe Toxicity0.0006580353
Low Tox 0.0068799187 Constructive 0.62 Personal_Narrative
Jun 16, 2025 20 likes Canadian Citizenship Test 2025 – …
Youth unemployment in Quebec has been elevated, with the rate for 15- to 24-year-olds reaching 14.7% in September 2025, its highest level for that month since 2010 (excluding 2020)
Youth unemployment in Quebec has been elevated, with the rate for 15- to 24-year-olds reaching 14.7% in September 2025, its highest level for that month since 2010 (excluding 2020)
Identity Attack0.0014706649
Insult0.005570114
Profanity0.008622919
Threat0.0057250885
Severe Toxicity0.00032901764
Low Tox 0.003926894 Moderate Con 0.375
Nov 19, 2025 115 likes Quebec Ends Economic Immigration Program …
PERMANENT. RESEDANTE. &. CITIZENSHIP. AFTER. 15. YEARS. RULE
PERMANENT. RESEDANTE. &. CITIZENSHIP. AFTER. 15. YEARS. RULE
Identity Attack0.0000759023
Insult0.00018720262
Profanity0.000018797853
Threat0.000028204984
Severe Toxicity0.0000020259624
Low Tox 0.00046479775 Policy_Critique
Apr 15, 2025
Haven't traveled outside the country in 15 years. No interest in going anywhere anyway.
Haven't traveled outside the country in 15 years. No interest in going anywhere anyway.
Identity Attack0.000102789854
Insult0.00016099545
Profanity0.000019404317
Threat0.000021340047
Severe Toxicity0.0000021628662
Low Tox 0.00044381074
Dec 7, 2025 3 likes
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.