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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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Active: "We have the same issue …" 441 comments · Page 12 of 18
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. …
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. Many of my friends and family friends have moved to other neighborhoods POST mosques being put up near their homes. And let's not talk about employment and foreign "students". I was lucky to get a job last summer at a family owned small business Ice Cream store right after high school. We even got a review saying we weren't diverse enough despite us being a group of White, East Asian and Black employees lol. And many people say if your not Indian and your getting your drivers test, you go out of Brampton to do the test because you'll likely get discriminated by who is running the test. It's absolutely absurd. It sounds like tin foil hat sh*t, but if you live here like me everything comes full circle. But ofc there are good ones, but they are typically the westernized ones, who have assimilated, they play or watch hockey and have developed a Canadian accent. But the majority haven't assimilated, they are likely first generation, and they do things like stuff 15+ people in one suburban home. And just small things like staring at you in public (idk why their community stares you down), they spit on sidewalks, and they use some crazy a$$ spices when they cook. The smell carries over for blocks and you know your in deep Brampton territory when your driving and that smell of spicy curry hits you and you gotta roll up them windows lol. It's a nasty smell. This mass migration is a huge issue and needs awareness.
Identity Attack0.06476828
Insult0.033460364
Profanity0.03690237
Threat0.008077981
Severe Toxicity0.0038528442
Low Tox 0.10696511 Constructive 0.818 Personal_Narrative
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Canada has a huge issue with fraud through fake study permits/work visas and they're not doing enough to crack down on it
Canada has a huge issue with fraud through fake study permits/work visas and they're not doing enough to crack down on it
Identity Attack0.037909906
Insult0.04207976
Profanity0.014634945
Threat0.007534259
Severe Toxicity0.002040863
Low Tox 0.10653123 Moderate Con 0.372
Oct 12, 2025 IRCC Names India in Study …
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
Identity Attack0.055218685
Insult0.028061481
Profanity0.010928668
Threat0.00789674
Severe Toxicity0.001964569
Low Tox 0.104795754 Moderate Con 0.357 Unverified_Claim
Jun 20, 2025 How Canada broke its immigration …
Next time you should ask them why they say they are from Punjab rather than from India, this is only religion in India 🇮🇳 who resonates themselves as a state of India which is Punjab. …
Next time you should ask them why they say they are from Punjab rather than from India, this is only religion in India 🇮🇳 who resonates themselves as a state of India which is Punjab. I am sure Punjab didn’t issue them Passports it’s India.
Identity Attack0.099899694
Insult0.028832749
Profanity0.01805087
Threat0.007573096
Severe Toxicity0.003452301
Low Tox 0.104795754 Constructive 0.545 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
If we really see the forest for the trees... This is a worldwide agenda... To.. create a helplessness around the socio economic politics.. to even out the playing field of... Everyone.. & the lack of …
If we really see the forest for the trees... This is a worldwide agenda... To.. create a helplessness around the socio economic politics.. to even out the playing field of... Everyone.. & the lack of judicial reform.. to ensure Chaos.. & the eventual Militarized police officers... & The acceptance of law and...Dis. order..... . This really ruins it for the people who appreciate the opportunity for Canadian citizens who really do wish to be legitimate taxpayers & actually work.... ... Just another example of how the government is utterly COMPLICIT in denigrating the Judicial SYSTEM... ... .... This is not a Party Partisanship issue... . It is the.. weakening of our system as a whole... ... As we have seen... The demographics of crime... Is an extreme issue... Not to be taken lightly.... This is beyond sad... It is sheer Apathy.. of the Canadian government to... Protect against outside influences.... Perhaps we might consider that.... ... Some people don't have a creed of .. Civil obedience... Our laws must change... & Radically... As .. some are just given to the thoughts of... Scamming the system... & Trying to get away with.. whatever they can... We need actual... Teeth in our Judicial SYSTEM.. 😮...
Identity Attack0.01139534
Insult0.05144889
Profanity0.01764096
Threat0.007521313
Severe Toxicity0.0023174286
Low Tox 0.103494145 Moderate Con 0.496 Fear_Threat
Dec 24, 2025 Deportations From Canada at Their …
This is not about immigration itself immigrants have long been a strength for Canada. The real issue is when individuals with criminal backgrounds are allowed to enter and obtain citizenship. Such individuals often fail to …
This is not about immigration itself immigrants have long been a strength for Canada. The real issue is when individuals with criminal backgrounds are allowed to enter and obtain citizenship. Such individuals often fail to integrate into society, instead engaging in criminal activities and exploiting the leniency of local laws.
Identity Attack0.055218685
Insult0.03312982
Profanity0.010604155
Threat0.00713294
Severe Toxicity0.0018024445
Low Tox 0.102626406 Constructive 0.584
Aug 25, 2025 Why Canadians Are Turning Against …
Religion has nothing to do with immigration, why missing up all this ...let focus on Immigration politics and fixing what broken instead of pointing fingers. everyone is taking opportunities as majorities of Canadians other otherwise …
Religion has nothing to do with immigration, why missing up all this ...let focus on Immigration politics and fixing what broken instead of pointing fingers. everyone is taking opportunities as majorities of Canadians other otherwise white, African, India or Asian we are all immigrant except native people. so let fix the issue we are having with immigration and government politics and irresponsibility's ... government must focus on peoples instead of group of peoples interest
Identity Attack0.08087392
Insult0.022770792
Profanity0.011458136
Threat0.0065115434
Severe Toxicity0.001821518
Low Tox 0.10089093 Constructive 0.673
Aug 29, 2025 Why Canadians Are Turning Against …
So they brought a guy to giv3 a bite on a issue which benefits him. Well okay.
So they brought a guy to giv3 a bite on a issue which benefits him. Well okay.
Identity Attack0.004236255
Insult0.028502205
Profanity0.04366605
Threat0.008103873
Severe Toxicity0.0025939941
Low Tox 0.10002319 Low Con 0.165 Meta_Commentary
Jan 21, 2026 Why Canada’s immigration system has …
Come on. Our country needs people to sustain economic growth. The issue is that we have given billionaires and corporations tax breaks instead of building infrastructure. Let’s quit the finger pointing and just use those …
Come on. Our country needs people to sustain economic growth. The issue is that we have given billionaires and corporations tax breaks instead of building infrastructure. Let’s quit the finger pointing and just use those immigrants to build our infrastructure just like we did in the 50s and 60s
Identity Attack0.053854458
Insult0.02657372
Profanity0.0118338885
Threat0.007029374
Severe Toxicity0.001964569
Low Tox 0.09915545 Moderate Con 0.493
Jun 18, 2025 1 likes How Canada broke its immigration …
supply and demand at work here. this immigration issue should be blamed on corporations that want cheap labour that they control everything about. hold tim hortons and their ilk accountable. now stuff has got tough …
supply and demand at work here. this immigration issue should be blamed on corporations that want cheap labour that they control everything about. hold tim hortons and their ilk accountable. now stuff has got tough for everyone immigrants, students and citizens. companies have turned win win to lose lose lose.
Identity Attack0.034042787
Insult0.029934563
Profanity0.01220964
Threat0.0074436385
Severe Toxicity0.001964569
Low Tox 0.09741997 Moderate Con 0.475
Sep 29, 2025 IRCC Names India in Study …
Indian government warned about criminals coming to canada and requested to send them back so they can be prosecuted in india but canada government refused. Its Canadian government fault to allow such unversities to exits …
Indian government warned about criminals coming to canada and requested to send them back so they can be prosecuted in india but canada government refused. Its Canadian government fault to allow such unversities to exits and issuing so many student visas. Canadians should hold government accountable and elected members and see who gets profit by forming such enterprises.
Identity Attack0.06340405
Insult0.030154925
Profanity0.010774951
Threat0.0074048014
Severe Toxicity0.0019836426
Low Tox 0.0969861 Moderate Con 0.466 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Even skilled trade jobs are marketed to international students as a pathway to obtain permanent residency in Canada. the Canadian immigration system currently faces issues with corruption. This environment creates opportunities for scams, prompting individuals …
Even skilled trade jobs are marketed to international students as a pathway to obtain permanent residency in Canada. the Canadian immigration system currently faces issues with corruption. This environment creates opportunities for scams, prompting individuals to engage in various forms of fraud to gain extra points and secure invitations for permanent residency. On housing, seems that the government is attempting to inflate housing prices, as this strategy significantly boosts the economy by presenting favorable GDP figures on paper.
Identity Attack0.017465452
Insult0.046178754
Profanity0.016172111
Threat0.006977591
Severe Toxicity0.0019454956
Low Tox 0.09611836 Moderate Con 0.484 Unverified_Claim
Jun 23, 2025 How Canada broke its immigration …
Segregation—whether by income, race, or religion—is deeply embedded across North America. In many ways, it defines how communities are formed. People are often drawn to this continent precisely because they believe they can find a …
Segregation—whether by income, race, or religion—is deeply embedded across North America. In many ways, it defines how communities are formed. People are often drawn to this continent precisely because they believe they can find a place where they feel they belong—whether it's a gated community with an average household income of $250,000, or a neighborhood where Italian is predominantly spoken. With the exception of Indigenous peoples, everyone here has settled on land that once belonged to someone else, reshaping it to fit their own culture and needs. In Canada, this dynamic is particularly visible. It’s one of the easiest countries in the world to migrate to—whether through official channels or otherwise—largely due to historically lenient laws. Beyond immigration, Canada faces deeper systemic challenges. From weak enforcement around serious crimes to broader identity issues, the country may be in need of a serious re-evaluation. At its core, Canada must ask itself what it stands for, and what kind of nation it wants to be.
Identity Attack0.06704199
Insult0.02425329
Profanity0.027137227
Threat0.00967031
Severe Toxicity0.0031280518
Low Tox 0.09568449 Constructive 0.672 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods …
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods the government of Canada is doing to push the numbers too high and too quickly is what's surprising to many. It's the accountability of the government that should be under scrutiny. If immigration was moderate and consistent, the social issues would not be as rampant, but social media loves stir the pot. This is also happening while Canada's housing infrastructure is crumbling, healthcare is deteriorating and general cost of living in Canada has skyrocketed and priced many Canadians out of simple living and enjoyment. Do you think Canadians today are as happy or well off as Canadians even 5 years ago? Do the results reflect that of other countries besides Canada?
Identity Attack0.049989145
Insult0.032138187
Profanity0.017914234
Threat0.007145886
Severe Toxicity0.0020599365
Low Tox 0.09568449 Constructive 0.863 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Blame immigration for issuing student permit to a particular country when they know that more than half of these colleges are only there to earn money and their educational curriculum are not up to standard.
Blame immigration for issuing student permit to a particular country when they know that more than half of these colleges are only there to earn money and their educational curriculum are not up to standard.
Identity Attack0.055673428
Insult0.023221988
Profanity0.011577694
Threat0.006550381
Severe Toxicity0.0015640259
Low Tox 0.09568449 Low Con 0.278
Sep 28, 2025 141 likes IRCC Names India in Study …
there is a simple solution. create a federal or provincial standardize test equivalent to what they should have. if they didn't pass, don't issue the visa. i have studied indian students. almost 99% them would …
there is a simple solution. create a federal or provincial standardize test equivalent to what they should have. if they didn't pass, don't issue the visa. i have studied indian students. almost 99% them would not be able to come. trust me
Identity Attack0.068465814
Insult0.019483518
Profanity0.015454767
Threat0.008168601
Severe Toxicity0.00207901
Low Tox 0.09351514 Moderate Con 0.496
Oct 1, 2025 1 likes IRCC Names India in Study …
they lwk chill and hard working only issue is the culture mix happening
they lwk chill and hard working only issue is the culture mix happening
Identity Attack0.033011556
Insult0.022255141
Profanity0.028230323
Threat0.009281937
Severe Toxicity0.0033950806
Low Tox 0.09308127 Moderate Con 0.326 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Its not called Tim Hortons, it's "Singh Hortons" Thank you for bringing awarness to this MASSIVE IMMIGRATION ISSUE!
Its not called Tim Hortons, it's "Singh Hortons" Thank you for bringing awarness to this MASSIVE IMMIGRATION ISSUE!
Identity Attack0.039714564
Insult0.023608726
Profanity0.010313802
Threat0.006738094
Severe Toxicity0.0020885468
Low Tox 0.091913216 Constructive 0.614 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
IRRELEVANT. IT IS TIME TO TAKE CARE OF CANADIANS. TRAIN CANADIANS. EDUCATE CANADIANS. ALLOW CANADIANS To BUY HOMES. TIME TO REDUCE IMMIGRATION BY 99% OF ALL COLOURS AND CREEDS UNTIL WE TAKE CARE OF THE …
IRRELEVANT. IT IS TIME TO TAKE CARE OF CANADIANS. TRAIN CANADIANS. EDUCATE CANADIANS. ALLOW CANADIANS To BUY HOMES. TIME TO REDUCE IMMIGRATION BY 99% OF ALL COLOURS AND CREEDS UNTIL WE TAKE CARE OF THE PEOPLE HERE AND SOLVE OUR OWN ISSUES. YOU WANT TO HELP THE WORLD? DO LIKE CHINA AND GIVE THEM LOW INTEREST LOANS TO IMPROVE THEIR OWN COUNTRY.
Identity Attack0.0543092
Insult0.022577424
Profanity0.010706633
Threat0.00780612
Severe Toxicity0.0026893616
Low Tox 0.09112182 Moderate Con 0.362
Dec 27, 2018 How much do refugees and …
Canadian here, we are not divided. We all are on one page on this issue. Controlled immigration
Canadian here, we are not divided. We all are on one page on this issue. Controlled immigration
Identity Attack0.048995655
Insult0.024640027
Profanity0.012517073
Threat0.006537435
Severe Toxicity0.0017261505
Low Tox 0.09033044 Constructive 0.578 Identity_Assertion
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
Former immigrants have been furious of new comers , this issue has now wildly happened all over Eu , Australia , Usa and Cananda .
Former immigrants have been furious of new comers , this issue has now wildly happened all over Eu , Australia , Usa and Cananda .
Identity Attack0.06158508
Insult0.02264188
Profanity0.01084327
Threat0.006925808
Severe Toxicity0.001783371
Low Tox 0.09033044 Moderate Con 0.459
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
This is a nation wide issue in every small town, city across Canada.. I mean Canadastan.
This is a nation wide issue in every small town, city across Canada.. I mean Canadastan.
Identity Attack0.048737846
Insult0.026315894
Profanity0.01442999
Threat0.006530962
Severe Toxicity0.0021457672
Low Tox 0.09033044 Moderate Con 0.402 Fear_Threat
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
Last year, they said that 114,000 Indian students in Canada did not attend classes, but not a single school reported this issue to the IRCC because, guess what, the students still pay their fees! So, …
Last year, they said that 114,000 Indian students in Canada did not attend classes, but not a single school reported this issue to the IRCC because, guess what, the students still pay their fees! So, the schools are complicit, filling those seats as empty and making more money by selling one spot to two students. These are the same schools that appear on your TV screens saying, "cutting down the number of international students means they would be out of work and have to end some of their programs."
Identity Attack0.038167715
Insult0.030375287
Profanity0.017845914
Threat0.0072235605
Severe Toxicity0.0021266937
Low Tox 0.09033044 Constructive 0.576 Policy_Critique
Sep 29, 2025 36 likes IRCC Names India in Study …
My issue with immigration to Ontario and urban sprawl, is that this area is some of the most fertile farmland in Canada. The only part of Canada you can grow fruits profitably besides apples. If …
My issue with immigration to Ontario and urban sprawl, is that this area is some of the most fertile farmland in Canada. The only part of Canada you can grow fruits profitably besides apples. If we are going to need immigration to support the elderly in retirement in Canada then we should at least build up and not give everyone a house. In highly populated areas like this more emphasis needs to be placed on high rise apartments to free up farmland. Immigrants pay a butload of taxes. It is a double edged sword.
Identity Attack0.04667538
Insult0.027841117
Profanity0.017709278
Threat0.0067316215
Severe Toxicity0.0022792816
Low Tox 0.08795626 Constructive 0.754 Policy_Critique
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
IMO the big thing is that more housing and infrastructure need to be built to keep pace with people in an area - as housing standards are being violated - like 8 people living in …
IMO the big thing is that more housing and infrastructure need to be built to keep pace with people in an area - as housing standards are being violated - like 8 people living in an apartment is just extreme even for student housing. The crime rate dropped off massively we need to be careful about it increasing however more people equals more crime but equal or lower per capita crime rate. Poverty is always going to be poverty. The poverty issue is made worse because chornically unemployed pepole have seen their supports not keep up with inflation to the point its basically impossible to get housing on social safety net payments. This means that unemployed people basically end up homeless now. 7 m² per person for rooms with four or more occupants aged 18 or older. People should not just be packed into buildings that violate legal space and housing standards. The whole community IS government not a religious organization. This really frustrates me because the government should be insuring those standards are met not privatization of humanitarianism. Government should be humanitarian.
Identity Attack0.00984143
Insult0.033901088
Profanity0.021876704
Threat0.007935578
Severe Toxicity0.002336502
Low Tox 0.08716487 Constructive 0.802
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)

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.