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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: "Our family here in the …" 569 comments · Page 23 of 23
That's working even if you work for family or a friend..didn't understand that comment
That's working even if you work for family or a friend..didn't understand that comment
Identity Attack0.0022661188
Insult0.008272881
Profanity0.0113385795
Threat0.006045496
Severe Toxicity0.000603199
Low Tox 0.01419965 Constructive 0.525 Question
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
What Canadian tax paying family gets 50,000 a family to set up their household???? She didn't say this was a loan ...
What Canadian tax paying family gets 50,000 a family to set up their household???? She didn't say this was a loan ...
Identity Attack0.004439743
Insult0.009165886
Profanity0.009852652
Threat0.0058577824
Severe Toxicity0.00064849854
Low Tox 0.0137598375 Moderate Con 0.333 Policy_Critique
Jul 12, 2025 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)
time to build high density housing there instead of single family homes with backyards and a pool vertical growth
time to build high density housing there instead of single family homes with backyards and a pool vertical growth
Identity Attack0.0022753682
Insult0.00815888
Profanity0.009596458
Threat0.0063950317
Severe Toxicity0.00072956085
Low Tox 0.012943043 Moderate Con 0.327 Economic_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Focus on family creation not wage suppression.
Focus on family creation not wage suppression.
Identity Attack0.0024788564
Insult0.0076838774
Profanity0.00995513
Threat0.0065115434
Severe Toxicity0.0005912781
Low Tox 0.012314741 Low Con 0.268 Policy_Critique
Jan 3, 2026 1 likes New rules, regulations take effect …
Family members can file for social assistance been when sponsored. The only consequence is they cannot sponsor again
Family members can file for social assistance been when sponsored. The only consequence is they cannot sponsor again
Identity Attack0.0022661188
Insult0.0075888764
Profanity0.009818493
Threat0.006051969
Severe Toxicity0.00049591064
Low Tox 0.011623607 Moderate Con 0.321 Policy_Critique
Dec 30, 2025 How much do refugees and …
I moved to Brampton in 1974 with my family from Montreal. Population was 40k. I moved an hour east in 2005 where I see the same thing happening. Might need to move again.
I moved to Brampton in 1974 with my family from Montreal. Population was 40k. I moved an hour east in 2005 where I see the same thing happening. Might need to move again.
Identity Attack0.0024233595
Insult0.0065818704
Profanity0.009784333
Threat0.0065956907
Severe Toxicity0.0006008148
Low Tox 0.0079480335 Constructive 0.642
Oct 22, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
50K per family.
50K per family.
Identity Attack0.0020071338
Insult0.006325369
Profanity0.010552917
Threat0.0068999166
Severe Toxicity0.00081062317
Low Tox 0.0073197307 Low Con 0.288
Sep 29, 2018 How much do refugees and …
Just lets erase the imaginary of the US Canada border. From President Donald Trump and be the 51st state no more Tariffs k! Everyone Happy Big Family k!
Just lets erase the imaginary of the US Canada border. From President Donald Trump and be the 51st state no more Tariffs k! Everyone Happy Big Family k!
Identity Attack0.00012301827
Insult0.0017086708
Profanity0.00007761978
Threat0.00014295366
Severe Toxicity0.0000027273675
Low Tox 0.0035642376 Humor_Satire
Apr 15, 2025 2 likes
I am so sorry to my Canadian friends and family 🇨🇦
I am so sorry to my Canadian friends and family 🇨🇦
Identity Attack0.00048649858
Insult0.0006587313
Profanity0.000049803413
Threat0.00007986828
Severe Toxicity0.0000022984889
Low Tox 0.0022524076 Solidarity
Dec 10, 2025 1 likes
So basically, hand over everything about your entire life and risk going to jail. I say don't go unless you absolutely have to for family or work.
So basically, hand over everything about your entire life and risk going to jail. I say don't go unless you absolutely have to for family or work.
Identity Attack0.00009939024
Insult0.000498974
Profanity0.000046327976
Threat0.00032316678
Severe Toxicity0.000003391013
Low Tox 0.0021004125 Fear_Threat
Jan 2, 2026
I have nothing again immigrants but a lot that comes in Canada to gain money but send most of the money to their family in there country so it's not benefits to Canada or don't …
I have nothing again immigrants but a lot that comes in Canada to gain money but send most of the money to their family in there country so it's not benefits to Canada or don't work and profit from the money give from government about time Canada put is pants
Identity Attack0.0009662133
Insult0.0003654069
Profanity0.000018763858
Threat0.000044705364
Severe Toxicity0.000002284261
Low Tox 0.0016209123 Economic_Argument
Apr 19, 2025 1 likes
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be …
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be so bad if immigrants (not all - I know) didn't bring all their frustrations and anger from their home with them into our society. Currently immigration causes way too much friction and divisivness in Canada. They bring their problems with them They need to solve those issues in their home countries. We don't need those problems to be faught here in our peaceful country.
Identity Attack0.00075307256
Insult0.0003533653
Profanity0.000024432342
Threat0.000047496353
Severe Toxicity0.0000027140154
Low Tox 0.0014553746 Policy_Critique
Apr 14, 2025
I had two family members drive from Alberta to Arizona and they both spent a total of 30 seconds at the border. 99% of the time it will fine. Reports like this are designed to …
I had two family members drive from Alberta to Arizona and they both spent a total of 30 seconds at the border. 99% of the time it will fine. Reports like this are designed to scare Canadians. Give me a break.
Identity Attack0.00028063686
Insult0.00025677987
Profanity0.000029266206
Threat0.000099146586
Severe Toxicity0.0000028830511
Low Tox 0.0011415558 Personal_Narrative
Dec 10, 2025 13 likes
Why would any Canadian go to the states anymore? (Other than to see family or if your work is there).
Why would any Canadian go to the states anymore? (Other than to see family or if your work is there).
Identity Attack0.00034133406
Insult0.00027375927
Profanity0.00002629084
Threat0.0000404568
Severe Toxicity0.0000023883754
Low Tox 0.0009077715
Dec 8, 2025 263 likes
Go somewhere else. It’s that easy. Have family down there? Rent an air b and b somewhere else and have a great time.
Go somewhere else. It’s that easy. Have family down there? Rent an air b and b somewhere else and have a great time.
Identity Attack0.000054141143
Insult0.00014066871
Profanity0.000019374196
Threat0.000027631757
Severe Toxicity0.0000023214413
Low Tox 0.00034546357 Call_To_Action
Dec 10, 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 just had a wonderful time in Anaheim. Our family was treated extremely well. Already planning our next trip😊
I just had a wonderful time in Anaheim. Our family was treated extremely well. Already planning our next trip😊
Identity Attack0.000038851373
Insult0.000120718345
Profanity0.000018294904
Threat0.000019004383
Severe Toxicity0.0000028729673
Low Tox 0.00025136193
Dec 8, 2025 17 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.