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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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Search comment text, filter by category or toxicity level
Active: "They seem to all be …" 312 comments · Page 13 of 13
Hopefully the trades go back to normal. All those Dr's and lawyers seem to like the job sites.
Hopefully the trades go back to normal. All those Dr's and lawyers seem to like the job sites.
Identity Attack0.003144818
Insult0.011046898
Profanity0.010518758
Threat0.0062979385
Severe Toxicity0.000667572
Low Tox 0.017215505 Moderate Con 0.403
Dec 28, 2025 Deportations From Canada at Their …
I know of several that are in my city (in Alberta) that are here on BC study visas, trying to get Alberta drivers licenses. Ummm why would they be you think? Seems a long drive …
I know of several that are in my city (in Alberta) that are here on BC study visas, trying to get Alberta drivers licenses. Ummm why would they be you think? Seems a long drive to Vancouver from a small city in Alberta
Identity Attack0.0040142676
Insult0.009944891
Profanity0.010108846
Threat0.0062526283
Severe Toxicity0.0006580353
Low Tox 0.01633588 Constructive 0.515 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
Doesn't seem like DEI is running rampant in any of those stores.
Doesn't seem like DEI is running rampant in any of those stores.
Identity Attack0.0019146391
Insult0.009450888
Profanity0.011065305
Threat0.0065633263
Severe Toxicity0.00061511993
Low Tox 0.015958898 Moderate Con 0.327 Meta_Commentary
Dec 31, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's funny that when I owe the CRA money, they seem to find me very easily......
It's funny that when I owe the CRA money, they seem to find me very easily......
Identity Attack0.002293867
Insult0.010362893
Profanity0.010194245
Threat0.006051969
Severe Toxicity0.0005722046
Low Tox 0.015833238 Moderate Con 0.396
Sep 28, 2025 IRCC Names India in Study …
No wonder the local college in my city keeps expanding. It seems like they have a lot of money.
No wonder the local college in my city keeps expanding. It seems like they have a lot of money.
Identity Attack0.0027193425
Insult0.00819688
Profanity0.011099464
Threat0.0062396824
Severe Toxicity0.00067710876
Low Tox 0.0131943645 Low Con 0.232 Economic_Argument
Oct 4, 2025 IRCC Names India in Study …
Seems good to be honest.
Seems good to be honest.
Identity Attack0.0025343532
Insult0.0076838774
Profanity0.012312118
Threat0.0068287146
Severe Toxicity0.00079631805
Low Tox 0.011246625 Moderate Con 0.312
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Jason seems to make perfect sense.
Jason seems to make perfect sense.
Identity Attack0.0022013725
Insult0.00808288
Profanity0.012038844
Threat0.006420923
Severe Toxicity0.00074386597
Low Tox 0.010869644 Low Con 0.276 Meta_Commentary
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
That’s now seems formality What happened last four five years Where these types of committees Know they accessing what happened with students where they go Making enough money colleges related from students from many years …
That’s now seems formality What happened last four five years Where these types of committees Know they accessing what happened with students where they go Making enough money colleges related from students from many years Know you asking questions for last four years
Identity Attack0.0017111509
Insult0.007778878
Profanity0.009579378
Threat0.005877201
Severe Toxicity0.00044345856
Low Tox 0.01005285 Low Con 0.275
Sep 28, 2025 2 likes IRCC Names India in Study …
This seems to nave become a problem because of the number of “new Canadians”. That’s the part your not suppose to say out loud but is the real problem in the American eye.
This seems to nave become a problem because of the number of “new Canadians”. That’s the part your not suppose to say out loud but is the real problem in the American eye.
Identity Attack0.00019084592
Insult0.00051859475
Profanity0.000032082033
Threat0.000029981105
Severe Toxicity0.0000019248057
Low Tox 0.0012512739
Dec 8, 2025
Europe and Asia for vacations seems more pleasing now. They want Canadian visitors.
Europe and Asia for vacations seems more pleasing now. They want Canadian visitors.
Identity Attack0.0004418289
Insult0.00023956508
Profanity0.000021929154
Threat0.000040885843
Severe Toxicity0.0000021956823
Low Tox 0.0009572169 Comparative_Framing
Dec 8, 2025
It seems that tariffs and job shortages have limited the employment opportunities needed to help them. Additionally, they can't afford to hire people in this economy.
It seems that tariffs and job shortages have limited the employment opportunities needed to help them. Additionally, they can't afford to hire people in this economy.
Identity Attack0.000049910817
Insult0.0001367917
Profanity0.00001741048
Threat0.000019344341
Severe Toxicity0.0000024342419
Low Tox 0.00031251422
Apr 17, 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.