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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Who is paying for this …" 922 comments · Page 37 of 37
What are the actual figures on who is not paying taxes and nit working?? It would be interesting to see.
What are the actual figures on who is not paying taxes and nit working?? It would be interesting to see.
Identity Attack0.0014614153
Insult0.0073798755
Profanity0.00995513
Threat0.0059030927
Severe Toxicity0.00046491623
Low Tox 0.009110395 Moderate Con 0.355 Question
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
How do they not pay taxes?
How do they not pay taxes?
Identity Attack0.0017296498
Insult0.007189874
Profanity0.010365041
Threat0.0061037517
Severe Toxicity0.00058174133
Low Tox 0.009047564 Low Con 0.235
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Law enforcement cherry pick the laws they wish to enforce. I can give proof of this with Federal law enforcement and local law enforcement. If you got the money, they will look the other way. …
Law enforcement cherry pick the laws they wish to enforce. I can give proof of this with Federal law enforcement and local law enforcement. If you got the money, they will look the other way. But if you are a poor victim, they will shug at you and tell you they are "sorry, but the system is Broken". The same system that pays them, and the crimes get worst.
Identity Attack0.00019276363
Insult0.0010778691
Profanity0.00046377935
Threat0.0023560824
Severe Toxicity0.000009323697
Low Tox 0.00876635
Apr 20, 2025 1 likes
They do pay taxes.
They do pay taxes.
Identity Attack0.0019608864
Insult0.007132874
Profanity0.010245483
Threat0.006045496
Severe Toxicity0.0005412102
Low Tox 0.00823077 Low Con 0.253 Economic_Argument
Oct 16, 2025 Inside Canada's Indian Metropolis (Brampton)
They don’t pay taxes ? Why not?
They don’t pay taxes ? Why not?
Identity Attack0.001572409
Insult0.007151874
Profanity0.009733095
Threat0.0059095654
Severe Toxicity0.0005221367
Low Tox 0.008105109 Low Con 0.238
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Why do they pay no taxes?
Why do they pay no taxes?
Identity Attack0.0017296498
Insult0.0067338715
Profanity0.010143006
Threat0.0060649146
Severe Toxicity0.0005745888
Low Tox 0.00804228 Low Con 0.224
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
How do they pay no taxes?
How do they pay no taxes?
Identity Attack0.0015354111
Insult0.0067338715
Profanity0.010074687
Threat0.006045496
Severe Toxicity0.00053167343
Low Tox 0.007790958 Low Con 0.228
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Pay no taxes? Id like to hear more about that please…
Pay no taxes? Id like to hear more about that please…
Identity Attack0.0011654325
Insult0.0070663732
Profanity0.009348803
Threat0.005974294
Severe Toxicity0.00043153763
Low Tox 0.0077281278 Moderate Con 0.413
Dec 22, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
You couldn’t pay me to go to the USA. Yet Canadians are still going.
You couldn’t pay me to go to the USA. Yet Canadians are still going.
Identity Attack0.0074049383
Insult0.00089498394
Profanity0.000046438912
Threat0.00018912484
Severe Toxicity0.0000038344588
Low Tox 0.0067758136
Dec 8, 2025 4 likes
Pay no taxes?
Pay no taxes?
Identity Attack0.0011469335
Insult0.00654387
Profanity0.009400043
Threat0.005867492
Severe Toxicity0.00045776367
Low Tox 0.006283031 Moderate Con 0.304
Dec 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Few years ago, Brampton overtook Mississauga in terms of population growth, also highest auto insurance rates in the country, my uncle pays 5k a year for Lexus insurance
Few years ago, Brampton overtook Mississauga in terms of population growth, also highest auto insurance rates in the country, my uncle pays 5k a year for Lexus insurance
Identity Attack0.001933138
Insult0.0062778685
Profanity0.009681856
Threat0.0060649146
Severe Toxicity0.00045776367
Low Tox 0.0060317097 Constructive 0.567 Economic_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada needs to build a wall. And make the USA pay for it.
Canada needs to build a wall. And make the USA pay for it.
Identity Attack0.0016272918
Insult0.0006612467
Profanity0.000052484338
Threat0.00068448373
Severe Toxicity0.0000045227666
Low Tox 0.005474005 Humor_Satire
Dec 10, 2025
Couldn't pay me to go across the southern border right now.
Couldn't pay me to go across the southern border right now.
Identity Attack0.00045937818
Insult0.00035621444
Profanity0.000035419864
Threat0.00014929206
Severe Toxicity0.000002681854
Low Tox 0.0017655282
Dec 10, 2025
Which “Immigrants have historically been a crucial driver of economic expansion in Canada? Where is your empirical evidence, Monsieur? Or, you just said it thinking that we will not pay attention to the fallacy. What …
Which “Immigrants have historically been a crucial driver of economic expansion in Canada? Where is your empirical evidence, Monsieur? Or, you just said it thinking that we will not pay attention to the fallacy. What a poor social-economic-political analysis. Sorry, Canada cannot take care of the whole world while some Canadians are in dare situation and the influx of immigrants are stifling off the resources and billions are given to foreign country to aid war.
Identity Attack0.00050741405
Insult0.00034904556
Profanity0.00002245363
Threat0.000031806645
Severe Toxicity0.0000024682852
Low Tox 0.0010979186 Policy_Critique
Apr 14, 2025
Dont pay huge amount of money to come here as a student. You will regret.
Dont pay huge amount of money to come here as a student. You will regret.
Identity Attack0.00009592526
Insult0.00031887632
Profanity0.000018985307
Threat0.000066387904
Severe Toxicity0.0000020772134
Low Tox 0.00092874985 Personal_Narrative
Apr 16, 2025 23 likes
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another …
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another 6 months, and sometimes even another full year if someone applies again. How is that stricter than before? It’s not. The government is misleading Canadians when it says immigration rules are tightening. In reality, it’s becoming more lenient, and it’s frustrating for those of us who follow the rules, pay taxes, and contribute honestly to this country.
Identity Attack0.00021630489
Insult0.00028040312
Profanity0.000052242904
Threat0.000028844901
Severe Toxicity0.000002951865
Low Tox 0.00092790026 Policy_Critique
Jun 6, 2025
Good, there are too many from India and China here. Recently, I have seen some Chinese leaving from my own neighbour. This is a good thing, they come over here, don't speak English, don't work …
Good, there are too many from India and China here. Recently, I have seen some Chinese leaving from my own neighbour. This is a good thing, they come over here, don't speak English, don't work and use our resources that we have paid for all of our working lives. Our local college which used to pay for English lessons for Newcomers to Canada has now cancelled the program.
Identity Attack0.0010168551
Insult0.00017304033
Profanity0.00003081157
Threat0.00005803413
Severe Toxicity0.0000042457577
Low Tox 0.0007665064
Apr 17, 2025 2 likes
Why would any right-minded Canadian travel to the UFSA? Have you not been paying attention at all? Please show a bit of patriotism and common sense and “just don’t go”. The rest of the world …
Why would any right-minded Canadian travel to the UFSA? Have you not been paying attention at all? Please show a bit of patriotism and common sense and “just don’t go”. The rest of the world is out there. Magastan wants to isolate itself?… So be it.
Identity Attack0.00013730553
Insult0.000262913
Profanity0.000026348744
Threat0.000031802887
Severe Toxicity0.0000020728714
Low Tox 0.000656457
Dec 8, 2025
Foreign students only benefit Canada if they can pay their own way, with their own money!! 🧨🎇✨️🎗🎋
Foreign students only benefit Canada if they can pay their own way, with their own money!! 🧨🎇✨️🎗🎋
Identity Attack0.00018596917
Insult0.00017774377
Profanity0.000020924808
Threat0.000043029144
Severe Toxicity0.0000022321017
Low Tox 0.0006534234
Apr 16, 2025 1 likes
tenants not paying diocese all over canada
tenants not paying diocese all over canada
Identity Attack0.00012876095
Insult0.00021807168
Profanity0.000021741225
Threat0.000032722764
Severe Toxicity0.0000020989987
Low Tox 0.0005734382
Apr 14, 2025
I agree with this policy because I know of people sponsor oring for their family and when some of them get here the put tax payers to pay the bill for medical and also when …
I agree with this policy because I know of people sponsor oring for their family and when some of them get here the put tax payers to pay the bill for medical and also when the family get here they stop supporting them and the Canadians has to maintain them. It also become a burden on
Identity Attack0.000053683372
Insult0.00012659596
Profanity0.000018385608
Threat0.000019574416
Severe Toxicity0.0000026482826
Low Tox 0.00028052746 Economic_Argument
Apr 14, 2025 21 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.