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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 are being sent by …" 90 comments · Page 4 of 4
English and French colonization had a devastating and intentional impact on the Indigenous languages of Canada, leading to the severe endangerment and, in some cases, extinction of many languages. This was achieved through explicit colonial …
English and French colonization had a devastating and intentional impact on the Indigenous languages of Canada, leading to the severe endangerment and, in some cases, extinction of many languages. This was achieved through explicit colonial policies aimed at cultural assimilation and the suppression of Indigenous identities.  Key Impacts of Colonization Forced Assimilation via Residential Schools: The most significant factor in language loss was the government-funded, church-run residential school system, which operated from the 19th century to the late 20th century. Indigenous children were forcibly removed from their families and communities and sent to these schools. Punishment for Speaking Native Tongues: In the schools, children were forbidden to speak their Indigenous languages and were often subjected to severe physical, emotional, and sexual abuse if they did. Intergenerational Trauma and Knowledge Loss: The experience in residential schools caused profound trauma. Survivors often did not teach their children their traditional languages, partly out of fear of punishment and partly because their own fluency had been impacted, which inhibited the languages from being passed to the next generation. Discriminatory Legislation: The Indian Act: This legislation, along with other colonial policies, was used to suppress Indigenous cultural expression, including language. Official Languages Act: Canada's official language policies recognize only English and French as dominant languages, effectively marginalizing the over 60 distinct Indigenous languages that existed on the land long before European settlement. Dispossession of Land: Forcible removal of Indigenous communities from their traditional lands and onto reserves disrupted the deep connection between language, culture, and the natural environment. Indigenous languages often encode unique knowledge about local ecosystems, which was lost when communities were displaced. Social Stigmatization: Colonial ideologies viewed Indigenous cultures and languages as "inferior" or "savage," promoting English and French as the languages of "modernity" and "progress". This created a social hierarchy where speaking an Indigenous language could be a barrier to education and employment opportunities in the dominant society.  Current Situation and Revitalization Efforts The legacy of these policies has resulted in low numbers of fluent Indigenous language speakers today, with many languages considered endangered or critically endangered. However, there are significant ongoing efforts toward language revitalization.  The Canadian federal government passed the Indigenous Languages Act in 2019, which aims to support the efforts of Indigenous peoples to reclaim, revitalize, maintain, and strengthen their languages. Indigenous communities, educational institutions, and organizations are actively working to preserve languages through immersion programs, community initiatives, and documentation. UNESCO has declared 2022 to 2032 the International Decade of Indigenous Languages to draw global attention to the urgent need for preservation and promotion.
Identity Attack0.026408968
Insult0.019934712
Profanity0.014122557
Threat0.008738215
Severe Toxicity0.0016593933
Low Tox 0.04735767 Constructive 0.612 Moral_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
So what can be done? Unless they are Canadian citizens can they not be sent back?
So what can be done? Unless they are Canadian citizens can they not be sent back?
Identity Attack0.034558404
Insult0.013478912
Profanity0.010501678
Threat0.0072235605
Severe Toxicity0.0014209747
Low Tox 0.04686289 Low Con 0.248 Question
Oct 15, 2025 How Canada broke its immigration …
It's not right or tight yet. Lot of work needs to be done. Lot of people need to be sent back home. Unfortunately last 10 years immigration was done without any proper plans or objectives. …
It's not right or tight yet. Lot of work needs to be done. Lot of people need to be sent back home. Unfortunately last 10 years immigration was done without any proper plans or objectives. We all agree to that.
Identity Attack0.020580608
Insult0.014390918
Profanity0.010587076
Threat0.006925808
Severe Toxicity0.0011873245
Low Tox 0.043399423 Constructive 0.67 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
My s22ultra came from Canada. Im in alabama. Ordered it off amazon sent me the wrong country. Everything has worked by why do yall not have wifi calling or 5g?
My s22ultra came from Canada. Im in alabama. Ordered it off amazon sent me the wrong country. Everything has worked by why do yall not have wifi calling or 5g?
Identity Attack0.01274247
Insult0.013972916
Profanity0.013712646
Threat0.006356194
Severe Toxicity0.0012874603
Low Tox 0.035220183 Constructive 0.581 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Not a strategic approach. We need; health care workers, construction and trade workers. All the rest should be sent back.
Not a strategic approach. We need; health care workers, construction and trade workers. All the rest should be sent back.
Identity Attack0.0042177555
Insult0.015188923
Profanity0.009852652
Threat0.009437286
Severe Toxicity0.0011920929
Low Tox 0.03357032 Moderate Con 0.318
Jan 4, 2026 3 likes New rules, regulations take effect …
So you tell me, a 5th Generation Canadian, Laid Oil Oil & Gas Alberta GAL never to get work in Calgary again; how Truedodo Bird/Carney Capone's Immigrants today BENEFIT CANADA WHEN...."Filipinos in Canada send approximately …
So you tell me, a 5th Generation Canadian, Laid Oil Oil & Gas Alberta GAL never to get work in Calgary again; how Truedodo Bird/Carney Capone's Immigrants today BENEFIT CANADA WHEN...."Filipinos in Canada send approximately $1 billion to $1.2 billion CAD annually in remittances to the Philippines. This amount remained stable even during COVID-19 pandemic, with about $1.079 billion sent between January and October 2020."
Identity Attack0.014551271
Insult0.014732921
Profanity0.00995513
Threat0.005906329
Severe Toxicity0.0010871887
Low Tox 0.03309893 Moderate Con 0.491 Economic_Argument
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
A balanced Canada will make all happy I have sent nearly 600 resumes no succeed can’t find a job/affordable housing sleeping in my Car 😔
A balanced Canada will make all happy I have sent nearly 600 resumes no succeed can’t find a job/affordable housing sleeping in my Car 😔
Identity Attack0.0050687063
Insult0.012224905
Profanity0.010313802
Threat0.0070164283
Severe Toxicity0.0010681152
Low Tox 0.025910228 Constructive 0.618 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Jobs are gone Affordable housing is gone resources disappeared one thing only left cold weather ☁️ I sent nearly 600 resumes no response 🙇😞
Jobs are gone Affordable housing is gone resources disappeared one thing only left cold weather ☁️ I sent nearly 600 resumes no response 🙇😞
Identity Attack0.0020626306
Insult0.012984909
Profanity0.010689554
Threat0.0065244893
Severe Toxicity0.0010442734
Low Tox 0.024142517 Moderate Con 0.472 Personal_Narrative
Feb 11, 2026 Canada's tighter immigration policy divides …
Quick question, everyone- I just did my exam and got 15/20. I passed, right? I don't have to redo it again. The requirement document that they sent, they said we need to get 15 out …
Quick question, everyone- I just did my exam and got 15/20. I passed, right? I don't have to redo it again. The requirement document that they sent, they said we need to get 15 out of 20. So, I'm assuming I pass. Please someone reply.🙏
Identity Attack0.005253696
Insult0.009355888
Profanity0.015625564
Threat0.0086087575
Severe Toxicity0.0013923645
Low Tox 0.023317585 Constructive 0.615 Question
Dec 22, 2025 1 likes Canadian Citizenship Test 2025 – …
Unlike the king's daughters, these people came with visas. Some came to study, some to work, and others came here as permanent residents. What kind of visas did the king's daughters hold? They were sent …
Unlike the king's daughters, these people came with visas. Some came to study, some to work, and others came here as permanent residents. What kind of visas did the king's daughters hold? They were sent here to do what? What visas did the convicts shipped by Britain and France to North America have?
Identity Attack0.0075105648
Insult0.010400894
Profanity0.010945748
Threat0.0062008454
Severe Toxicity0.0007581711
Low Tox 0.022610499 Moderate Con 0.437 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Has anyone sent this to Trump yet?
Has anyone sent this to Trump yet?
Identity Attack0.0022753682
Insult0.0103248935
Profanity0.011714331
Threat0.007353018
Severe Toxicity0.000910759
Low Tox 0.02072494 Low Con 0.232 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This was predictable….Liberal government likes to pardon violent criminals and give them PR / Citizenship…meanwhile if an American trying to enter Canada but convicted of drug possession, they are sent back. SMH .
This was predictable….Liberal government likes to pardon violent criminals and give them PR / Citizenship…meanwhile if an American trying to enter Canada but convicted of drug possession, they are sent back. SMH .
Identity Attack0.0007528125
Insult0.0058116526
Profanity0.000082267376
Threat0.00040499697
Severe Toxicity0.0000038061758
Low Tox 0.019867316
Dec 9, 2025
I’ve sent this to my local Quebec police
I’ve sent this to my local Quebec police
Identity Attack0.0037922803
Insult0.007968879
Profanity0.011646013
Threat0.008634649
Severe Toxicity0.00091552734
Low Tox 0.01646154 Moderate Con 0.471 Call_To_Action
Feb 8, 2026 Inside Canada's Indian Invasion...
Hi! I really love your content! We have an exciting collaboration opportunity and would love to share the details with you. I’ve sent all the info to your email, feel free to check it when …
Hi! I really love your content! We have an exciting collaboration opportunity and would love to share the details with you. I’ve sent all the info to your email, feel free to check it when you have a moment. Looking forward to your thoughts!
Identity Attack0.0058826595
Insult0.008386881
Profanity0.017436003
Threat0.009437286
Severe Toxicity0.0014781952
Low Tox 0.01426248 Constructive 0.65 Advertisement_Spam
Feb 10, 2026 Inside Canada's Indian Invasion...
When will Justinder Singh and Hugmeet Singh sent
When will Justinder Singh and Hugmeet Singh sent
Identity Attack0.004606233
Insult0.011312899
Profanity0.014293353
Threat0.007586042
Severe Toxicity0.0012779236
Low Tox 0.0137598375 Low Con 0.2 Unverified_Claim
Dec 25, 2025 Deportations From Canada at Their …

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.