Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "What are about the native …" 498 comments · Page 19 of 20
I'm pretty sure virtually ZERO European assimilated with the native culture of pre-Canada.
I'm pretty sure virtually ZERO European assimilated with the native culture of pre-Canada.
Identity Attack0.057037655
Insult0.020063626
Profanity0.012038844
Threat0.0062137907
Severe Toxicity0.0020503998
Low Tox 0.07608539 Moderate Con 0.365 Unverified_Claim
Dec 16, 2025 Inside Canada's Indian Metropolis (Brampton)
i often hear Canadian natives and Indians in the same sentence.
i often hear Canadian natives and Indians in the same sentence.
Identity Attack0.06795148
Insult0.018516673
Profanity0.0138151245
Threat0.006485652
Severe Toxicity0.0018501282
Low Tox 0.075294 Moderate Con 0.411 Meta_Commentary
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
All people except the Native people are immigrants or offspring of immigrants. Absolutely, embracing diversity and promoting equality are essential steps toward creating a more inclusive and harmonious society. Recognizing that everyone has unique backgrounds …
All people except the Native people are immigrants or offspring of immigrants. Absolutely, embracing diversity and promoting equality are essential steps toward creating a more inclusive and harmonious society. Recognizing that everyone has unique backgrounds and perspectives can enrich our communities and foster understanding. Working together to build a better future for ourselves and generations to come is a shared responsibility that benefits us all. We cannot label people based on our perception. Everyone should earn an honest living and be kind to people around them. That is what makes us Canadian - the kind and polite.
Identity Attack0.048995655
Insult0.02425329
Profanity0.014942379
Threat0.006433869
Severe Toxicity0.0019168854
Low Tox 0.07450261 Constructive 0.774 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Metropolis (Brampton)
Interesting I have Canadian friends who have mentioned the Indian people here. I wonder how the Natives feel about all of this the Cree & Anishinaabe folk
Interesting I have Canadian friends who have mentioned the Indian people here. I wonder how the Natives feel about all of this the Cree & Anishinaabe folk
Identity Attack0.06522302
Insult0.020837102
Profanity0.013917602
Threat0.0064144502
Severe Toxicity0.0018787384
Low Tox 0.07371122 Constructive 0.67
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good jobs and I speak English like a native. I got my PR in 2015 and I remember the painful uphill battle I had to go through just get that. All the bureaucracy, redtape, unnecessarily rigid rules, high cost and long wait I received from CIC/IRCC felt like a humiliation to me. Every document was scrutinized and every step had obstacle that fealt unreasonable (my TOEFL examiner ask me why I had to do the language test required by CIC, and I had to visit a notary to validate my Chinese national ID card). It felt uneasy but I understood that these were the rules that everyone had to go through, and moving and integrating into a new society was never meant to be easy. I went back to Canada in 2021 and 2024, and it was evident that the country I once called home had gone down the hill. The streets were screaming crime, unemployment, inflation, drug and filth, it's total social rot. As someone who went through the whole immigration process (and many of my friends who went through the same have left Canada for good, like myself), I attribute much of this to failed immigration policy. I cannot help but feel confused, angry, betrayed and humiliated when I look at the recent immigration policies of Canada and their results, and compare with what I had to go through. The feeling sums up to: Canada penalizes the hard-working and law-abiding people, and rewards the undeserved and the cheaters. Example: when the US creates wars in the Middle East, why does CANADA bear the cost of bringing in refugees? I never regretted moving back to China and East Asia, and I feel bad for those who still truly think of Canada as home, as I am one myself. When the leadership of a country deviates from pragmatism, reason and common sense, and instead embraces idealogies, hypocrisy and political optics, this is what happens. The prices are paid by everyone, immigrant or not. For this, Trudeau deserves a court trial for his incompetence and dereliction of duty; and the people of Canada need some honest and serious retrospection. I will share some words of wisdom by the late Lee Kwan Yew: “Whoever governs Singapore (LKY was the PM and founding father of Singapore) must have that iron in him. Or give it up. This is not a game of cards, this is your life and mine. I've spent a whole lifetime building this and as long as I'm in charge, nobody is going to knock it down.” I hope the clownish weakling politicians in Canada (and, in much of the western world nowadays) can be enlightened a little bit.
Identity Attack0.01465176
Insult0.03158728
Profanity0.018187506
Threat0.0072235605
Severe Toxicity0.0019073486
Low Tox 0.07371122 Constructive 0.819
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Now go interview native Americans
Now go interview native Americans
Identity Attack0.04435511
Insult0.017088935
Profanity0.016957775
Threat0.009307829
Severe Toxicity0.0020217896
Low Tox 0.07212844 Low Con 0.247 Meta_Commentary
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
“Native” Canadians
“Native” Canadians
Identity Attack0.0543092
Insult0.020450363
Profanity0.014088398
Threat0.0065633263
Severe Toxicity0.002298355
Low Tox 0.07212844 Moderate Con 0.308 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
“ Charity begins at home” , the Canadian government should worry about helping Native Communities in Northern Canada, eradicating homelessness, drug addiction, and should stop importing poverty.
“ Charity begins at home” , the Canadian government should worry about helping Native Communities in Northern Canada, eradicating homelessness, drug addiction, and should stop importing poverty.
Identity Attack0.018168874
Insult0.026444806
Profanity0.0093915025
Threat0.007598988
Severe Toxicity0.001373291
Low Tox 0.0665887 Moderate Con 0.33 Policy_Critique
Nov 25, 2025 Quebec Ends Economic Immigration Program …
I'm a Brampton resident. My family immigrated in the late 90s. I grew up on YTV, TVO kids, Fox Kids, Treehouse TV. I also still grew up knowing my own native culture and religion. I …
I'm a Brampton resident. My family immigrated in the late 90s. I grew up on YTV, TVO kids, Fox Kids, Treehouse TV. I also still grew up knowing my own native culture and religion. I attend one of these temples of worship. Despite this, I still made friends with different races of people. I think my community needs to branch out a little more and learn about other cultures that live amongst us. Maybe we need to have a little less pride on where we come from? I don't know what the exact answer is. One thing I know is we can definitely get along. Just need the community to adapt more and actually learn Canadian culture. Maybe go see a Blue Jays game at the Skydom? Maybe know who Wayne Gretzky is?? LOL.
Identity Attack0.042292643
Insult0.020385906
Profanity0.025360947
Threat0.0075083673
Severe Toxicity0.0024414062
Low Tox 0.06579731 Constructive 0.864 Personal_Narrative
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Why can't we get one native American with a YouTube channel going around asking ALL people what they are doing in his land?
Why can't we get one native American with a YouTube channel going around asking ALL people what they are doing in his land?
Identity Attack0.033269364
Insult0.017549826
Profanity0.016342908
Threat0.0075083673
Severe Toxicity0.0018978119
Low Tox 0.06500591 Moderate Con 0.375 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada went from being native American to Anglo to Indian.
Canada went from being native American to Anglo to Indian.
Identity Attack0.056582913
Insult0.019096779
Profanity0.015693882
Threat0.007029374
Severe Toxicity0.0023078918
Low Tox 0.063423134 Low Con 0.216 Identity_Assertion
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Imagine how us natives feel haha
Imagine how us natives feel haha
Identity Attack0.029144434
Insult0.018065477
Profanity0.033645786
Threat0.008039144
Severe Toxicity0.00289917
Low Tox 0.06263174 Moderate Con 0.376 Humor_Satire
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Immigration is never and should never be a long term policy for a stable nation. Nations build internally. Nations protect the demographic interests and clear majority control for the native population. ALL Western immigration is …
Immigration is never and should never be a long term policy for a stable nation. Nations build internally. Nations protect the demographic interests and clear majority control for the native population. ALL Western immigration is deliberately aimed at NOT doing that, and in fact is aimed at destroying that. That's a crime. Also, read "Canada in Decay" by Ricardo Duchesne for the actual history of this issue and the repeated betrayals of Parliaments no matter which party was in power.
Identity Attack0.020982565
Insult0.022706337
Profanity0.010792031
Threat0.0074048014
Severe Toxicity0.0015068054
Low Tox 0.059974585 Constructive 0.6 Identity_Assertion
Jun 19, 2025 1 likes How Canada broke its immigration …
If old immigrants are seeing an issue of offsetting the harmony that's our multiculturalism, including old Canadians and original Native Canadians. By the mass immigration policies, bringing/favouring from one country. Then you know there's a …
If old immigrants are seeing an issue of offsetting the harmony that's our multiculturalism, including old Canadians and original Native Canadians. By the mass immigration policies, bringing/favouring from one country. Then you know there's a problem. The end was great. But it lacked lto visualize what I've been saying for years : We leave the bad stuff behind. We share and teach others our cultural aspects. We're not supposed to bring the bad, the reason why we left, with us.
Identity Attack0.038167715
Insult0.020321451
Profanity0.010467518
Threat0.0062526283
Severe Toxicity0.001411438
Low Tox 0.05750068 Constructive 0.824 Policy_Critique
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Meanwhile native canadians having generational flashbacks listening🙈😅
Meanwhile native canadians having generational flashbacks listening🙈😅
Identity Attack0.032753747
Insult0.022512967
Profanity0.01261955
Threat0.0063950317
Severe Toxicity0.0017166138
Low Tox 0.057005897 Moderate Con 0.322 Humor_Satire
Oct 5, 2025 17 likes Inside Canada's Indian Metropolis (Brampton)
Oh no, we're being treated exactly like how we treated the native americans. How could this happen?!
Oh no, we're being treated exactly like how we treated the native americans. How could this happen?!
Identity Attack0.033011556
Insult0.01625293
Profanity0.014259194
Threat0.0069516995
Severe Toxicity0.001783371
Low Tox 0.056263726 Moderate Con 0.38 Moral_Argument
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
At 16:00 This man is talks about new immigrants still keeping their culture and religion.Europeans first arrived in Canada around the early 11th century,berfore they arrived native people were living in Canada did European left …
At 16:00 This man is talks about new immigrants still keeping their culture and religion.Europeans first arrived in Canada around the early 11th century,berfore they arrived native people were living in Canada did European left their culture,language and religion and took the native culture and religion?.lets all take native Canadian language religion and culture.
Identity Attack0.04512853
Insult0.01632893
Profanity0.009681856
Threat0.006375613
Severe Toxicity0.0014686584
Low Tox 0.055521555 Constructive 0.537
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Tyler Olivera, answer this question: Are you a Native American?
Tyler Olivera, answer this question: Are you a Native American?
Identity Attack0.027413858
Insult0.019096779
Profanity0.012038844
Threat0.0064532873
Severe Toxicity0.0015449524
Low Tox 0.05354243 Moderate Con 0.304 Question
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Tyler Olivera, answer this question: Are you a Native American?
Tyler Olivera, answer this question: Are you a Native American?
Identity Attack0.027011903
Insult0.01890341
Profanity0.011970525
Threat0.006427396
Severe Toxicity0.0014972687
Low Tox 0.053295042 Moderate Con 0.304 Question
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Remember, most of us here in Canada are immigrants… I work a lot in Native towns throughout Québec and realized that they were here for thousands of years. Are we just scared ?
Remember, most of us here in Canada are immigrants… I work a lot in Native towns throughout Québec and realized that they were here for thousands of years. Are we just scared ?
Identity Attack0.036620867
Insult0.017088935
Profanity0.011782649
Threat0.006576272
Severe Toxicity0.0013923645
Low Tox 0.05230548 Constructive 0.686 Moral_Argument
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
It's not a tragedy. Stop playing this like we are responsible for the well-being of the third world. If they have no path to permanent residency then they go home. This may be a radical …
It's not a tragedy. Stop playing this like we are responsible for the well-being of the third world. If they have no path to permanent residency then they go home. This may be a radical notion in the present political climate, but just because you want to come to Canada doesn't mean you can. Actual native born Canadian citizens have a say in this and we say No !
Identity Attack0.02238941
Insult0.018710041
Profanity0.0108774295
Threat0.006653947
Severe Toxicity0.0014400482
Low Tox 0.050573748 Constructive 0.542 Identity_Assertion
Nov 22, 2025 97 likes Quebec Ends Economic Immigration Program …
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 …
Native people be like...
Native people be like...
Identity Attack0.02439919
Insult0.016784932
Profanity0.023106437
Threat0.0074436385
Severe Toxicity0.0021648407
Low Tox 0.04711028 Moderate Con 0.339
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I get what people are saying in regards to the more recent influx BUT for everyone talking about deportation……..you DO REALIZE THAT all of us who aren’t Native ARE immigrants & at some point we …
I get what people are saying in regards to the more recent influx BUT for everyone talking about deportation……..you DO REALIZE THAT all of us who aren’t Native ARE immigrants & at some point we or our ancestors did this to the Native people. Just think about it & again I get WHY people feel that way but we ALL essentially took Canada from the Native people so we ALL as a country NEED to do better!!!! 👍🙂
Identity Attack0.025806036
Insult0.01617693
Profanity0.010706633
Threat0.006317357
Severe Toxicity0.0014972687
Low Tox 0.046368107 Constructive 0.722 Moral_Argument
Aug 28, 2025 Why Canadians Are Turning Against …
he said native canadians. but showing yt people?
he said native canadians. but showing yt people?
Identity Attack0.030433474
Insult0.0154929245
Profanity0.013131939
Threat0.0069387536
Severe Toxicity0.0015354156
Low Tox 0.046120718 Low Con 0.283 Identity_Assertion
Jan 28, 2026 13 likes Inside Canada's Indian Invasion...

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.