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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: "That's not all, the little …" 235 comments · Page 10 of 10
It is too little. There are almost 5 million more with expired visas to go
It is too little. There are almost 5 million more with expired visas to go
Identity Attack0.00673361
Insult0.010590895
Profanity0.011816809
Threat0.00675104
Severe Toxicity0.0008583069
Low Tox 0.023788974 Moderate Con 0.327
Dec 23, 2025 87 likes Deportations From Canada at Their …
To little to late.
To little to late.
Identity Attack0.0017296498
Insult0.010666896
Profanity0.012448754
Threat0.007883795
Severe Toxicity0.001039505
Low Tox 0.021314176 Moderate Con 0.379
Jan 8, 2026 11 likes Canada’s new rules in 2026
I was only there once, about 55 years ago. I remember a sleepy little town.
I was only there once, about 55 years ago. I remember a sleepy little town.
Identity Attack0.00310782
Insult0.011578901
Profanity0.011560614
Threat0.0066927844
Severe Toxicity0.00078201294
Low Tox 0.020960633 Moderate Con 0.462 Personal_Narrative
Oct 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise …
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise to end FPTP? Yeah I had a little hope for that, that could have saved Canada.
Identity Attack0.0027378413
Insult0.012186904
Profanity0.010433359
Threat0.0063108844
Severe Toxicity0.0006580353
Low Tox 0.01834645 Constructive 0.654 Policy_Critique
Jun 21, 2025 1 likes How Canada broke its immigration …
ICE is too much, but our system is way too little. We don’t even know how many overstayers we have.
ICE is too much, but our system is way too little. We don’t even know how many overstayers we have.
Identity Attack0.0019608864
Insult0.009393888
Profanity0.0108774295
Threat0.0064532873
Severe Toxicity0.00067710876
Low Tox 0.014953613 Moderate Con 0.4 Policy_Critique
Feb 20, 2026 Canadian immigration officers investigating hundreds …
to little to late tanks to Trudeau Miller and COmpany
to little to late tanks to Trudeau Miller and COmpany
Identity Attack0.0014984132
Insult0.009982891
Profanity0.00993805
Threat0.006149062
Severe Toxicity0.00066280365
Low Tox 0.013068704 Low Con 0.112 Policy_Critique
Dec 31, 2025 Deportations From Canada at Their …
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. …
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. The 2020 pool is used little by little everywhere 10k to 15k per year. So in 3 years 36k applicant processed. This 400% number probably is total received in 2020 vs previous years (process was different) from all over but that many DO NOT get invited to apply.
Identity Attack0.0015354111
Insult0.006724371
Profanity0.009920971
Threat0.0060778605
Severe Toxicity0.00051259995
Low Tox 0.008105109 Constructive 0.582 Unverified_Claim
Jan 20, 2026 2 likes Why Canada’s immigration system has …
Not this Canadian, I’ll never step foot in the USA again for as long as I live, nor will I buy anything made/ grown in the USA. My boycott is a little over a year …
Not this Canadian, I’ll never step foot in the USA again for as long as I live, nor will I buy anything made/ grown in the USA. My boycott is a little over a year old and it gets easier every day
Identity Attack0.0011316916
Insult0.00044865208
Profanity0.000037697006
Threat0.00007197905
Severe Toxicity0.000002872
Low Tox 0.0019692604
Dec 8, 2025
Too l little too late...LIBERALS.🤢🤢🤢🤮
Too l little too late...LIBERALS.🤢🤢🤢🤮
Identity Attack0.00005619429
Insult0.0010182618
Profanity0.00008775075
Threat0.00003525864
Severe Toxicity0.0000020282087
Low Tox 0.0015724008
Apr 16, 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.