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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: "Being a citizen of Canada …" 210 comments · Page 9 of 9
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 …
As an American who views/reads issues regarding Canada and our relationship with it In general, the SUN presents a balanced view of newsworthy issues. In my opinion, this is VERY important for the consumer .. …
As an American who views/reads issues regarding Canada and our relationship with it In general, the SUN presents a balanced view of newsworthy issues. In my opinion, this is VERY important for the consumer .. the citizen Thank you .. following you .. Great journalism!
Identity Attack0.0025713511
Insult0.0073988754
Profanity0.009818493
Threat0.0061166976
Severe Toxicity0.0005674362
Low Tox 0.008105109 Constructive 0.729 Meta_Commentary
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
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
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
Canada has to stop funding all programs to foreign countries....we need to fund our country first...we are not bad unconcerned citizens...we just don't want to be taken advantage of....we are broke!
Canada has to stop funding all programs to foreign countries....we need to fund our country first...we are not bad unconcerned citizens...we just don't want to be taken advantage of....we are broke!
Identity Attack0.00022114928
Insult0.0005871058
Profanity0.00003183165
Threat0.00005655146
Severe Toxicity0.0000020115463
Low Tox 0.0019068342 Economic_Argument
Apr 16, 2025
Aside from Canada, what country doesn't protect their citizens. All countries have rules. Get over it.
Aside from Canada, what country doesn't protect their citizens. All countries have rules. Get over it.
Identity Attack0.0002134941
Insult0.00025708094
Profanity0.000023099614
Threat0.000034206943
Severe Toxicity0.0000019973663
Low Tox 0.00084893376
Dec 10, 2025 2 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
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling …
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling immigrants who genuinely want to live in Canada shouldn't be your solution to these problems. After all, Canada came into existence thanks to immigrants, right? Reclaiming houses bought by foreigners who don't even reside in your country could be a better approach. Only citizens or permanent residents should have the right to buy or build real estate.
Identity Attack0.00021986593
Insult0.00016915216
Profanity0.000015848518
Threat0.0000326271
Severe Toxicity0.0000023333337
Low Tox 0.00056050584 Policy_Critique
May 16, 2025
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.