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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: "As a Canadian citizen, our …" 242 comments · Page 10 of 10
They are alreay become canadian citizens
They are alreay become canadian citizens
Identity Attack0.0103594
Insult0.008424882
Profanity0.011048226
Threat0.006375613
Severe Toxicity0.00093460083
Low Tox 0.017843807 Low Con 0.255
Sep 28, 2025 IRCC Names India in Study …
As a Canadian citizen I’ve never made 50000.
As a Canadian citizen I’ve never made 50000.
Identity Attack0.008028535
Insult0.00815888
Profanity0.00995513
Threat0.0061425893
Severe Toxicity0.0006723404
Low Tox 0.016210219 Moderate Con 0.394
Oct 9, 2018 2 likes How much do refugees and …
I am being singled out in my family circle whenever the talk of being assimilated into the CANADIAN community, everyone understands the talking points of the rights of equality, no one trying to understand that …
I am being singled out in my family circle whenever the talk of being assimilated into the CANADIAN community, everyone understands the talking points of the rights of equality, no one trying to understand that rights come with larger responsibilities of fairness/sharing/respecting fellow citizens are the core values of Canadian society.
Identity Attack0.006622616
Insult0.008652883
Profanity0.00906699
Threat0.005919275
Severe Toxicity0.00061035156
Low Tox 0.013571346 Constructive 0.773 Personal_Narrative
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian senior citizen , something has to be done. 🇨🇦
As a Canadian senior citizen , something has to be done. 🇨🇦
Identity Attack0.005919657
Insult0.008025879
Profanity0.010023449
Threat0.0066215824
Severe Toxicity0.00077724457
Low Tox 0.013005874 Moderate Con 0.443 Call_To_Action
Aug 27, 2025 3 likes Why Canadians Are Turning Against …
As a Canadian born citizen, thank you for this.
As a Canadian born citizen, thank you for this.
Identity Attack0.0065486208
Insult0.0075508766
Profanity0.010245483
Threat0.0064727063
Severe Toxicity0.0007724762
Low Tox 0.01225191 Constructive 0.525 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Good. Too many immigrants is a strain on all benefits for Canadian citizens. Citizens should be cared for first and foremost.
Good. Too many immigrants is a strain on all benefits for Canadian citizens. Citizens should be cared for first and foremost.
Identity Attack0.008180447
Insult0.0014411219
Profanity0.000020158452
Threat0.00014765137
Severe Toxicity0.0000027731217
Low Tox 0.0092437975 Economic_Argument
Apr 16, 2025 83 likes
CBSA treated me, a Canadian citizen and veteran, far differently.
CBSA treated me, a Canadian citizen and veteran, far differently.
Identity Attack0.0045322375
Insult0.007360875
Profanity0.009681856
Threat0.005922511
Severe Toxicity0.00046730042
Low Tox 0.009236055 Moderate Con 0.451 Personal_Narrative
Nov 20, 2025 24 likes Thousands of refugees allowed into …
Just wait until the Canadian government does that to its own citizens with digital id you wont be going anywhere...coming to you real soon
Just wait until the Canadian government does that to its own citizens with digital id you wont be going anywhere...coming to you real soon
Identity Attack0.00040218167
Insult0.004375003
Profanity0.00004523413
Threat0.000088473935
Severe Toxicity0.0000022009067
Low Tox 0.0079260245 Fear_Threat
Dec 11, 2025
It’s harder to get back into Canada being a Canadian citizen than it is to get into the states.
It’s harder to get back into Canada being a Canadian citizen than it is to get into the states.
Identity Attack0.003101066
Insult0.001349852
Profanity0.00005283596
Threat0.00010079269
Severe Toxicity0.0000029379269
Low Tox 0.0064019407
Dec 10, 2025
CANADIAN CITIZENS ARE EXEMPT!
CANADIAN CITIZENS ARE EXEMPT!
Identity Attack0.001894302
Insult0.00051313196
Profanity0.000024054756
Threat0.00012130708
Severe Toxicity0.0000025353927
Low Tox 0.003346259
Dec 11, 2025
Do it,and if will happen show the proof before blahh blahh.so we can believe .canada is sinking the economy.crime rate increase every day.poor getting more poorer even canadian citizens .stop always planning if can’t do …
Do it,and if will happen show the proof before blahh blahh.so we can believe .canada is sinking the economy.crime rate increase every day.poor getting more poorer even canadian citizens .stop always planning if can’t do it.
Identity Attack0.0005643715
Insult0.00059326214
Profanity0.000052429514
Threat0.000051472347
Severe Toxicity0.0000025432173
Low Tox 0.0021074854
Apr 20, 2025
Perfect we need more employment for Canadian citizens.
Perfect we need more employment for Canadian citizens.
Identity Attack0.00046855383
Insult0.00026281952
Profanity0.000022183114
Threat0.000057540703
Severe Toxicity0.0000022584109
Low Tox 0.0011361284
Apr 15, 2025 73 likes
And take their kids with them. That why they come here I believe. So sad. Have baby in Canada baby a Canadian citizen, this should not be, parents leave all kids go with them
And take their kids with them. That why they come here I believe. So sad. Have baby in Canada baby a Canadian citizen, this should not be, parents leave all kids go with them
Identity Attack0.0001268618
Insult0.0002289029
Profanity0.00002218595
Threat0.0000871751
Severe Toxicity0.000002496202
Low Tox 0.0007544657
Apr 17, 2025 8 likes
What about the unemployment rate Canadian citizens face as international students are working for cash and 2 or 3 jobs,
What about the unemployment rate Canadian citizens face as international students are working for cash and 2 or 3 jobs,
Identity Attack0.00009613917
Insult0.00015556141
Profanity0.000015179934
Threat0.000023953597
Severe Toxicity0.0000022308889
Low Tox 0.0004076524 Economic_Argument
Apr 15, 2025 10 likes
What are the rules for dual citizens living in Canada. Can we use our American passport to enter and return to Canada on Canadian passport. Is that legal under new laws?
What are the rules for dual citizens living in Canada. Can we use our American passport to enter and return to Canada on Canadian passport. Is that legal under new laws?
Identity Attack0.00008250188
Insult0.00013035386
Profanity0.000020754725
Threat0.000023985875
Severe Toxicity0.0000028491775
Low Tox 0.00034495955 Question
Dec 10, 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.