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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 #}

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Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "As long as they are …" 336 comments · Page 11 of 14
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation …
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation completely. There needed to be people brought in to build, plant and develop the country at that time. We are no longer in need of mass migration as we already have a developed country. I wonder how many of the liberals would change their positions if the policy was, if you want a new migrant to come into Canada you have to pay for them out of your own paycheques and if you don't want a new migrant you don't have to pay. Pretty sure, very few people would want to pay when it is put that way but we are ALL forced to pay to cover that tab.
Identity Attack0.036105253
Insult0.028171662
Profanity0.013166099
Threat0.006763986
Severe Toxicity0.0016498566
Low Tox 0.07054565 Constructive 0.734 Policy_Critique
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Québecoise⚜️ ici et pour vrai ca commence a être dérangeant... j'en aurais long a dire, mais je vais en rester la. Les vrai savent de quoi il s'agit...
Québecoise⚜️ ici et pour vrai ca commence a être dérangeant... j'en aurais long a dire, mais je vais en rester la. Les vrai savent de quoi il s'agit...
Identity Attack0.0075845607
Insult0.059061307
Profanity0.012175481
Threat0.00541439
Severe Toxicity0.0019550323
Low Tox 0.069754265 Moderate Con 0.395 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
bike guy has been on twitter for too long
bike guy has been on twitter for too long
Identity Attack0.008398513
Insult0.02708937
Profanity0.024677763
Threat0.00789674
Severe Toxicity0.0021266937
Low Tox 0.069754265 Low Con 0.285 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I think we should provide more help and support for Canadians. I am an immigrant but it came be overwhelmingly. As long immigrants don’t break the law, it is OK. But I do believe our …
I think we should provide more help and support for Canadians. I am an immigrant but it came be overwhelmingly. As long immigrants don’t break the law, it is OK. But I do believe our Canadian people are not treated fairly, they do feel left out.
Identity Attack0.052944973
Insult0.019483518
Profanity0.0113215
Threat0.007081157
Severe Toxicity0.0014591217
Low Tox 0.06896287 Constructive 0.814 Moral_Argument
Nov 11, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m a proud Indian who is now a Canadian citizen, and I’ve made a conscious effort to assimilate into Canadian culture and values. What bothers me is how this conversation has been reduced to blaming …
I’m a proud Indian who is now a Canadian citizen, and I’ve made a conscious effort to assimilate into Canadian culture and values. What bothers me is how this conversation has been reduced to blaming one group. The reality is that the Canadian government failed first by not properly managing immigration volumes, not enforcing document verification, and not honestly assessing whether the country could support such rapid population growth. That policy failure created pressure on housing, jobs, and social systems long before resentment followed. We also need honesty within the Indian community. Some Indians struggle to adapt being overly loud, culturally rigid, and sometimes lacking empathy for Canadian norms and shared public spaces. I studied Canadian and Indigenous history in school, and respecting that history matters. Assimilation doesn’t mean abandoning your culture, but it does mean understanding and respecting the society you chose to join. Cultural education should be expected, not optional. That said, one Indian doing something wrong does not make all Indians bad. Most Indian students and workers I know are hardworking, punctual, and serious about contributing. I’ve personally worked minimum-wage jobs for years, and what I noticed was not jobs being “taken,” but fewer Canadian youth willing to stay in or commit to these roles long-term. Indians didn’t replace Canadians, they filled vacancies that already existed. I also briefly volunteered helping the homeless, and what I saw was honestly shocking. It’s not that the government isn’t trying to help there are rehabilitation programs and support systems in place. The difficult truth is that a significant portion of the homeless population struggles with substance abuse and refuses treatment because it requires giving up drugs. Over time, homelessness itself starts to function like a culture, where benefits and assistance unintentionally enable continued substance use rather than recovery. This is an uncomfortable reality people don’t like to talk about. None of this is simple. Immigration didn’t break Canada, and neither did one community. Poor policy, weak enforcement, lack of accountability, and refusal from governments and individuals to adapt responsibly is what brought us here. Blame is easy. Honest solutions are not.
Identity Attack0.023193322
Insult0.028832749
Profanity0.015010698
Threat0.0068869707
Severe Toxicity0.0016117096
Low Tox 0.06817148 Constructive 0.823 Personal_Narrative
Jan 27, 2026 22 likes Inside Canada's Indian Invasion...
When generations immigrated to Canada many years ago they were not given thousands of dollars, and were expected to up hold the law. Now the goverment is allowing illegal migrants and working visas that are …
When generations immigrated to Canada many years ago they were not given thousands of dollars, and were expected to up hold the law. Now the goverment is allowing illegal migrants and working visas that are long outdated into the country for liberal votes, so they can remain in power
Identity Attack0.03894114
Insult0.02283525
Profanity0.010211324
Threat0.0061231707
Severe Toxicity0.0012683868
Low Tox 0.0665887 Moderate Con 0.487
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Was sick a long time ago
Was sick a long time ago
Identity Attack0.005919657
Insult0.023221988
Profanity0.023721304
Threat0.008116818
Severe Toxicity0.0018882751
Low Tox 0.0665887 Moderate Con 0.402
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Those are the consequences for opening the gates for immigration too wide for far too long. It's high time they start being more selective on who gets to immigrate and lower the number for at …
Those are the consequences for opening the gates for immigration too wide for far too long. It's high time they start being more selective on who gets to immigrate and lower the number for at least a few years to get things back under control as this is Canada, either you assimilate or go back from where you come from.
Identity Attack0.035074018
Insult0.019741343
Profanity0.010945748
Threat0.0076119336
Severe Toxicity0.001745224
Low Tox 0.0665887 Constructive 0.512
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I am fully prepared for my children to be living at home for a long time before they’re ready to go out on their own. It’s rough out there. They can help out with some …
I am fully prepared for my children to be living at home for a long time before they’re ready to go out on their own. It’s rough out there. They can help out with some groceries and around the house and then put their money aside and keep saving. I would hate for them to struggle and penny pinch. They’re still very young but who knows what things will look like in years from now, probably much worse.
Identity Attack0.004180758
Insult0.021803947
Profanity0.022696527
Threat0.0103175985
Severe Toxicity0.0018882751
Low Tox 0.06579731 Constructive 0.674 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My home was in brampton for a long time and I have personally seen the safety gone down, my family used to come back from trips with our garage open and everything would be completely fine. The long term sikhs and indians came and actually contributing positively and that can be seen with how good canada was pre 2020. Immigration too an extent was good, but mass immigration was never a good idea. In 2018-2019 the old time punjabi community was heavily against so many students coming in, so much so people that were indian had "no students" signs when renting their basements. It's sad to see people that came here running things so badly and ruining the effort and contributions made by many(I even face the consqeunces of things I have never done). Remeber don't be afraid to call out people for their bullshit, but also dont bash innocent people. Now many ppl came to canada and have done good like sikhs having the highest donors of blood, plasma, and platelets. We also giveway a lot in charity and food. A good news is Canada is cracking down on these bad people and quickly, and many good people who came are returning back home. I have seen a lot of videos online, but please remember algorithms and pushed media make things seem worse than they actually are. My message is I'm sorry for how these people are acting, my recent trip to Canada(brampton) I saw better quality service and more white folk too. Stay safe and god bless!
Identity Attack0.039456755
Insult0.022448512
Profanity0.027000591
Threat0.008181547
Severe Toxicity0.0032043457
Low Tox 0.06421452 Constructive 0.862 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Nothing will last for long belive in that! Those who are taking over will come to an end!
Nothing will last for long belive in that! Those who are taking over will come to an end!
Identity Attack0.0049577127
Insult0.018581128
Profanity0.013336895
Threat0.014911477
Severe Toxicity0.0019073486
Low Tox 0.06104896 Low Con 0.219
Aug 26, 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 …
Poilievre has been screaming about this and all MSM did was deny, deny, deny. It didn’t go unnoticed. It was ignored for far too long.
Poilievre has been screaming about this and all MSM did was deny, deny, deny. It didn’t go unnoticed. It was ignored for far too long.
Identity Attack0.003089321
Insult0.028171662
Profanity0.014088398
Threat0.006925808
Severe Toxicity0.001115799
Low Tox 0.059232414 Moderate Con 0.38 Policy_Critique
Feb 20, 2026 Canadian immigration officers investigating hundreds …
AS LONG AS THEY STAY IN CANADA !!
AS LONG AS THEY STAY IN CANADA !!
Identity Attack0.04023018
Insult0.015796926
Profanity0.01128734
Threat0.006977591
Severe Toxicity0.0023651123
Low Tox 0.059232414 Low Con 0.189
Jan 27, 2026 Inside Canada's Indian Invasion...
We like to bring in people from everywhere and pay them more money than working Canadians get using tax dollars. Then they collect OAS and leave the country, pass away and their families collect on …
We like to bring in people from everywhere and pay them more money than working Canadians get using tax dollars. Then they collect OAS and leave the country, pass away and their families collect on that OAS for as long as they can without consequence
Identity Attack0.02821777
Insult0.019161236
Profanity0.010740792
Threat0.0075083673
Severe Toxicity0.0017356873
Low Tox 0.058737632 Moderate Con 0.381
Jun 22, 2025 How Canada broke its immigration …
This would have busted long back
This would have busted long back
Identity Attack0.004439743
Insult0.017012933
Profanity0.03615085
Threat0.010084574
Severe Toxicity0.0024032593
Low Tox 0.05799546 Low Con 0.263 Meta_Commentary
Oct 2, 2025 IRCC Names India in Study …
We will never leave this country, Bharat. As long as we exist, our country exists. When it grows, we will also grow." To my motherland india
We will never leave this country, Bharat. As long as we exist, our country exists. When it grows, we will also grow." To my motherland india
Identity Attack0.038683333
Insult0.012224905
Profanity0.019690514
Threat0.010162249
Severe Toxicity0.0032806396
Low Tox 0.057748068 Moderate Con 0.461 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
1st world countries have been living the high life for to long anyway. It's good to see the world change but not into a rich or poor without middle class
1st world countries have been living the high life for to long anyway. It's good to see the world change but not into a rich or poor without middle class
Identity Attack0.024600167
Insult0.020063626
Profanity0.014703264
Threat0.006809296
Severe Toxicity0.0016212463
Low Tox 0.05750068 Moderate Con 0.427
Aug 26, 2025 Why Canadians Are Turning Against …
What is the driving force behind this invasion? Who is pushing it? What is the long-range objective?
What is the driving force behind this invasion? Who is pushing it? What is the long-range objective?
Identity Attack0.012943448
Insult0.013668913
Profanity0.015830519
Threat0.011068452
Severe Toxicity0.0023555756
Low Tox 0.055521555 Low Con 0.165 Fear_Threat
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study …
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study visa permits. I 100% agree with immigration officers that they need to carefully review the applications, because I also think things like this shouldn’t happen in any countries. But, I’m getting frustrated because this is delaying innocent international students’ visa process as well. I’ve finished my undergraduate studies and I decided to pursue master’s under a professor i met in my current university. I was very excited to study the field, and i applied for study extension visa months ago, and still haven’t gotten any updates from IRCC. So I couldn’t get enrolled in Fall semester. I’m still waiting, and i really hope that i can continue studying.. luckily my professor understood this situation and he said he can hold a position for me, but i’m still very anxious about all the situation. I hope all people who come to Canada are honest and don’t do illegal things. I really want them to realize that they are affecting students who just want to study. They are taking away the opportunity for others to learn.
Identity Attack0.023595277
Insult0.022512967
Profanity0.016957775
Threat0.0077802283
Severe Toxicity0.001783371
Low Tox 0.055274166 Constructive 0.858 Personal_Narrative
Sep 29, 2025 3 likes IRCC Names India in Study …
People suddenly love to blame Trudeau government but they refuse to blame themselves for putting them in power for so long. 😅
People suddenly love to blame Trudeau government but they refuse to blame themselves for putting them in power for so long. 😅
Identity Attack0.005919657
Insult0.026702631
Profanity0.011441057
Threat0.0068869707
Severe Toxicity0.0011730194
Low Tox 0.054531995 Low Con 0.287
Jun 19, 2025 6 likes How Canada broke its immigration …
The dynamics in this video are playing out in many places, however, we've never come across a city that has seen as much drastic change as Brampton: Its population has doubled from 400,000 to 800,000 …
The dynamics in this video are playing out in many places, however, we've never come across a city that has seen as much drastic change as Brampton: Its population has doubled from 400,000 to 800,000 in just the last 20 years. We tried to cover this topic, respecting both the long-time Brampton residents, many of whom are angry about the changes to their city, and the Indian community, which was extremely welcoming of us. Thank you all for watching. Also, we're on our way to the UK and are looking for story recs in England and Scotland.
Identity Attack0.024600167
Insult0.018258847
Profanity0.024951037
Threat0.010887212
Severe Toxicity0.0028800964
Low Tox 0.050326355 Constructive 0.796
Sep 18, 2025 774 likes Inside Canada's Indian Metropolis (Brampton)
No problem as never will go until Trump is gone, long gone
No problem as never will go until Trump is gone, long gone
Identity Attack0.00028733772
Insult0.005376083
Profanity0.000098590244
Threat0.019492099
Severe Toxicity0.000012291936
Low Tox 0.04982741
Dec 7, 2025 5 likes
Hi, My question is not about financial assistance, but still asking maybe you know about it. I am a refugee, who's referred for resettlement in Canada by UNHCR. I have already been through biometrics and …
Hi, My question is not about financial assistance, but still asking maybe you know about it. I am a refugee, who's referred for resettlement in Canada by UNHCR. I have already been through biometrics and medical examination by IOM. Received a letter by IRCC regarding Pre-Arrival Services. When I checked today at IRCC website for estimated time period for Government Assisted Refugees Program, it shows 31 months in the country where I am currently hiding. My question, does it really take so long?
Identity Attack0.020681098
Insult0.017807651
Profanity0.025634222
Threat0.009178371
Severe Toxicity0.0019359589
Low Tox 0.04735767 Constructive 0.727
Feb 27, 2023 How much do refugees and …
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 …

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.