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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: "And none of them will …" 101 comments · Page 4 of 5
I am First Nations and I have been concerned about how the face and language of Canada has changed. The first thing we noticed in our small town was that the taxi companies were taken …
I am First Nations and I have been concerned about how the face and language of Canada has changed. The first thing we noticed in our small town was that the taxi companies were taken over by East Indians. Now days you are hard pressed to get a taxi anywhere in Canada and get a driver who hails from India. I used to like Tim Horton's until I needed an interpreter to make my order, one doesn't speak English so, she had to get another worker to take my order. You go into any 7/11 or any gas station, or convenience store. All are staffed by people from India. But, it isn't just Indians. There are many other immigrants coming to Canada from China, Japan etc. None of these immigrants do not speak very good English. I have faced prejudice from these people who do not recognize my rights as an indigenous person. Going for an xray, blood test the field is mostly Asian. I have to get cataract surgery and I couldn't understand the Chinese receptionist and had to spell most of what I said to her. That means their business is mostly with Chinese-speaking people. As a First Nations person my status will always be a minority. With every immigrant that comes to Canada my status as an indigenous person diminishes. Taking transit shows me that english or french are ever spoken. Canadians are the new minority.
Identity Attack0.10221587
Insult0.054962315
Profanity0.020646973
Threat0.008401625
Severe Toxicity0.0042533875
Low Tox 0.13214645 Constructive 0.806 Identity_Assertion
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
None of the countires in Europe would work like that. This is inefficient and ineffective.
None of the countires in Europe would work like that. This is inefficient and ineffective.
Identity Attack0.026810925
Insult0.056133457
Profanity0.017914234
Threat0.006576272
Severe Toxicity0.002155304
Low Tox 0.11388343 Low Con 0.167 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
Yes, majority are Indians. But none came illegally, most if not all came here legally with work permits or family immigration, works hard and pay taxes and contribute to society.
Yes, majority are Indians. But none came illegally, most if not all came here legally with work permits or family immigration, works hard and pay taxes and contribute to society.
Identity Attack0.11744241
Insult0.02618698
Profanity0.017504321
Threat0.006330303
Severe Toxicity0.002708435
Low Tox 0.11305673 Constructive 0.571
Sep 19, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
This immediate and massive influx of "immigrants" from India and China into North America is deliberate and done with the permission of all governments involved. It is a great reset great replacement of the European …
This immediate and massive influx of "immigrants" from India and China into North America is deliberate and done with the permission of all governments involved. It is a great reset great replacement of the European populations of North America, done to run the bio-tech great reset. None of these people belong here. They have completely different histories and assumptions and narrative mythologies. I am now a foreigner in my family's. hometown of three generations.
Identity Attack0.10221587
Insult0.027218282
Profanity0.012175481
Threat0.0065827454
Severe Toxicity0.002746582
Low Tox 0.11088664 Constructive 0.578 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Glad I moved OUT of Brampton in the 90s. It was starting then. I have been to over 40 countries, and none of them would have accepted an invasion like Canada has.
Glad I moved OUT of Brampton in the 90s. It was starting then. I have been to over 40 countries, and none of them would have accepted an invasion like Canada has.
Identity Attack0.06476828
Insult0.030044744
Profanity0.010996987
Threat0.0068869707
Severe Toxicity0.0024795532
Low Tox 0.10653123 Constructive 0.573 Fear_Threat
Jan 27, 2026 21 likes Inside Canada's Indian Invasion...
Is there any liberals in the comments?? Curious as the content you choose to watch and then align your political views with. My assumptions is there are none, they are on tiktok..
Is there any liberals in the comments?? Curious as the content you choose to watch and then align your political views with. My assumptions is there are none, they are on tiktok..
Identity Attack0.011617327
Insult0.033901088
Profanity0.025634222
Threat0.0068869707
Severe Toxicity0.0017261505
Low Tox 0.09655223 Moderate Con 0.41 Meta_Commentary
Oct 2, 2025 How Canada broke its immigration …
The elephant in the room is the fact that the majority of immigrants come from one country. As someone who proudly escaped Canada I understand the difficulties of adapting and integrating into another culture. It …
The elephant in the room is the fact that the majority of immigrants come from one country. As someone who proudly escaped Canada I understand the difficulties of adapting and integrating into another culture. It is difficult and it would be far easier if there were just so many Canadians here that none of us have to adapt or learn a new language but could simply live in an insular community of Canadians and transplant our own culture here. When I go back to Canada I see that that is exactly what has happened there.
Identity Attack0.04564415
Insult0.030595649
Profanity0.01579636
Threat0.006097279
Severe Toxicity0.0020599365
Low Tox 0.08637348 Constructive 0.757 Personal_Narrative
Feb 17, 2026 13 likes LILLEY UNLEASHED: The fall of …
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were …
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were given papers to come into Canada in 2016 by none other than this very liberal government. Immigration minister Marc miller who is still a cabinet mp in a different position
Identity Attack0.021786476
Insult0.029273475
Profanity0.011031146
Threat0.0089712385
Severe Toxicity0.0018501282
Low Tox 0.08637348 Moderate Con 0.408 Unverified_Claim
Feb 18, 2026 7 likes Canadian immigration officers investigating hundreds …
I just found Migrants are getting free dental, prescriptions and bus passes, and I, a Canadian, who has worked and paid taxes 40 yrs, homeless, get none of these. I am now convinced a revolt …
I just found Migrants are getting free dental, prescriptions and bus passes, and I, a Canadian, who has worked and paid taxes 40 yrs, homeless, get none of these. I am now convinced a revolt is the only way to get respect.
Identity Attack0.053854458
Insult0.019547975
Profanity0.010928668
Threat0.0071717775
Severe Toxicity0.0018119812
Low Tox 0.077668175 Constructive 0.69 Personal_Narrative
Jan 30, 2026 Canada’s new rules in 2026
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...
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones are top of the line .Clothes and shoes brand name only .Gold jewllery ladys purses $300.00 and up .And they all have cars from 40 thousand and up . One place i never see them is value village .How do they do iit ?I had 2 kids and on welfare a few years back and I had a hard time trying to get some things that we badly needed and could not afford and things were a lot cheaper .The most I ever spent at no frills been on assistance was $75.00 for the whole month .6 years ago and no cell phone gold. or cars .So how these people do it ?oh and by the way I go ti no frills once a week .Those same refugees are there every thursday spending $500.00. on goceries and none of them work .Some time neighbours talk and thats how things are know .Our government is a big lier .We the tax payers are paying for all of these Once a refugee of this country one canot be sent back or deported so if this refugee never finds a job you the tax payer and I will pay for his or her assistance and maybe for a life time .like in the case of gypsies refugees they are all on assistance go to all the food banks rob the community of their belongins their cars items from stores donations in front of churches and stores they dress the best also spend hundreds of dollars on food they shop for clothes at the mall and we the tax payer brake our backs 6 days a week 10 hours a day like me and I cant afford even half of what these people can .So even if they become criminals we have to support them .Some refugee law and rights should be changed to ensure that tax payers are not been taking advantage of .
Identity Attack0.00932346
Insult0.027841117
Profanity0.025907494
Threat0.006647474
Severe Toxicity0.0019931793
Low Tox 0.063423134 Constructive 0.726
Jun 16, 2018 3 likes How much do refugees and …
none of us voted for this
none of us voted for this
Identity Attack0.00776955
Insult0.017872108
Profanity0.017299367
Threat0.0086087575
Severe Toxicity0.0018119812
Low Tox 0.06263174 Moderate Con 0.308 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of …
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of the Canadians accepted foreign work experience so they created thier own jobs . B4 asking why aren’t you integrating has Canada asked the tough questions to themselves why do they make it hard for ppl to find jobs in the first place ? In India community is a strong feature no matter where you are they will create an environment that replicates home to ensure their roots stay strong and it’s also for support, loneliness and many things . Now ppl from India don’t just come to Canada due to job crisis back home they come bcz they want to escape the 1.4 billion population and suffocation that comes with it . The negative thing about Indians is they don’t know what’s right n wrong . It’s a thin line bcz that common sense isn’t taught in India . In India your in a race if you snooze you loose so those bad habits of trying to beat the competition comes with a world of bad manners and bad civic sense . Which now unfortunately due to cities like these won’t go away . They’ll stay the same bcz Brampton is that home away from home comfort pillow tat screams LETS NOT CHANGE .
Identity Attack0.03223813
Insult0.026702631
Profanity0.015249812
Threat0.006479179
Severe Toxicity0.0018978119
Low Tox 0.06065326 Constructive 0.671 Policy_Critique
Nov 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by looking to the South.. We know it takes us goin out to the poles by the millions, to vote, in order to elect, who we think is best for the country,..but then we expect small groups, of only a few100, to be capable of affecting change, with such major, post electoral issues, as this. Make no mistake, this, Canada, has already become a completely different place,..it's no longer the home we knew and loved, as it was. All those aspects are gone. And this is just the beginning. Wars Will Happen, in our cities.. Yes I'm just some guy that was born here in Canada, 61yrs ago. What I'm saying, is what I've been seeing, for decades. Rules and guidelines, and laws, need to passed. If you come to a foreign country, to live,..you practice, and learn their ways, and become one with them. None of this Social Separation B.S...If you want to live as you did in the country you left, find a secluded island, or go back to where you came from. It,s not just illegals that are being a problem.
Identity Attack0.011839314
Insult0.028832749
Profanity0.01579636
Threat0.0069387536
Severe Toxicity0.001707077
Low Tox 0.058737632 Constructive 0.793 Fear_Threat
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
And none of them will leave.. They will keep eating our lunch.. Canada needs ICE
And none of them will leave.. They will keep eating our lunch.. Canada needs ICE
Identity Attack0.00984143
Insult0.017163089
Profanity0.00995513
Threat0.008000307
Severe Toxicity0.0018310547
Low Tox 0.039226998 Low Con 0.174 Fear_Threat
Jan 15, 2026 2.9 million Canadian temporary visas …
None of these costs would have been incurred if the Trudeau government hadn't completely failed at its job.
None of these costs would have been incurred if the Trudeau government hadn't completely failed at its job.
Identity Attack0.0024418586
Insult0.019161236
Profanity0.00995513
Threat0.0060066585
Severe Toxicity0.0006866455
Low Tox 0.03192045 Low Con 0.166 Policy_Critique
Dec 24, 2025 1 likes Deportations From Canada at Their …
It never ceases to amaze me what Trudeau did to our country. None of this was necessary.
It never ceases to amaze me what Trudeau did to our country. None of this was necessary.
Identity Attack0.0018036455
Insult0.018065477
Profanity0.010194245
Threat0.005864255
Severe Toxicity0.0007009506
Low Tox 0.031331215 Moderate Con 0.367 Policy_Critique
Sep 29, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Are these deportation court orders or actual physical removals? Historically, none of these are enforced.
Are these deportation court orders or actual physical removals? Historically, none of these are enforced.
Identity Attack0.008879486
Insult0.009146886
Profanity0.010569996
Threat0.010214032
Severe Toxicity0.0013256073
Low Tox 0.02968135 Low Con 0.252 Question
Dec 24, 2025 1 likes Deportations From Canada at Their …
Believe it or not none benefit me.
Believe it or not none benefit me.
Identity Attack0.002848835
Insult0.010932897
Profanity0.014122557
Threat0.0076507707
Severe Toxicity0.0009822845
Low Tox 0.029445656 Moderate Con 0.305 Personal_Narrative
Jan 12, 2026 1 likes Canada’s new rules in 2026
I think it’s good Quebec cancelled it. Quebec has accelerating immigrant asylum acceptance and get fund from CA government for each person they are accepting, but we all know none of them are staying in …
I think it’s good Quebec cancelled it. Quebec has accelerating immigrant asylum acceptance and get fund from CA government for each person they are accepting, but we all know none of them are staying in Quebec .
Identity Attack0.014350293
Insult0.0113509
Profanity0.009750174
Threat0.0062979385
Severe Toxicity0.00089645386
Low Tox 0.02920996 Constructive 0.593
Nov 21, 2025 Quebec Ends Economic Immigration Program …
None period 👿
None period 👿
Identity Attack0.0016834025
Insult0.015568925
Profanity0.02071529
Threat0.006097279
Severe Toxicity0.0017642975
Low Tox 0.026735162 Low Con 0.261
Nov 26, 2025 Quebec Ends Economic Immigration Program …
None of this is by accident. It’s all part of a bigger plan.
None of this is by accident. It’s all part of a bigger plan.
Identity Attack0.0020071338
Insult0.009127886
Profanity0.018665737
Threat0.009307829
Severe Toxicity0.0014019012
Low Tox 0.02543884 Low Con 0.157
Nov 23, 2025 2 likes Thousands of refugees allowed into …
None of these questions appeared on my citizenship exam.😢
None of these questions appeared on my citizenship exam.😢
Identity Attack0.0038292783
Insult0.0076838774
Profanity0.012380436
Threat0.007029374
Severe Toxicity0.0008392334
Low Tox 0.01633588 Moderate Con 0.41 Personal_Narrative
Jan 22, 2026 1 likes Canadian Citizenship Test 2025 – …
🛑none compatible immigration ❗️
🛑none compatible immigration ❗️
Identity Attack0.0040217657
Insult0.00084306515
Profanity0.000017287519
Threat0.00015219157
Severe Toxicity0.0000023728737
Low Tox 0.0072725588
Apr 14, 2025 2 likes
thats bs none for the next 5 years then back to 200000 like it used to be and only those with skills and they will need to learn english
thats bs none for the next 5 years then back to 200000 like it used to be and only those with skills and they will need to learn english
Identity Attack0.0000930994
Insult0.00017000348
Profanity0.000022312452
Threat0.00003339689
Severe Toxicity0.0000021373992
Low Tox 0.0004968769
Apr 14, 2025 7 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.