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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

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

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Active: "Its not the people who …" 4,268 comments · Page 142 of 171
Well, you have new private schools that’s profit driven or just there to help getting around the loophole. This just hangs a black cloud over legitimate people that comes here.
Well, you have new private schools that’s profit driven or just there to help getting around the loophole. This just hangs a black cloud over legitimate people that comes here.
Identity Attack0.035589635
Insult0.029273475
Profanity0.016889455
Threat0.007586042
Severe Toxicity0.0021839142
Low Tox 0.09655223 Moderate Con 0.334 Policy_Critique
Sep 20, 2025 How Canada broke its immigration …
As an Indian I am shocked too! Unchecked immigration? How is the mass immigration helping Canada? These illegal colleges created just for immigration, these are open secrets, why these are not tackled? Being in the …
As an Indian I am shocked too! Unchecked immigration? How is the mass immigration helping Canada? These illegal colleges created just for immigration, these are open secrets, why these are not tackled? Being in the tech industry I thought I could get PR relatively easily. But everyday I am seeing stories about people moving to western countries, beating the system, not paying taxes - how does that even work?
Identity Attack0.05976611
Insult0.02567133
Profanity0.01579636
Threat0.0069387536
Severe Toxicity0.002002716
Low Tox 0.09655223 Constructive 0.658 Policy_Critique
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Brampton has a far larger population than 800k. What planet are you people on? Even the welcome to Brampton signs state well over a million and those signs are at least a decade or more …
Brampton has a far larger population than 800k. What planet are you people on? Even the welcome to Brampton signs state well over a million and those signs are at least a decade or more old.
Identity Attack0.0066596144
Insult0.031036375
Profanity0.02167175
Threat0.0064532873
Severe Toxicity0.0020885468
Low Tox 0.09655223 Moderate Con 0.47 Unverified_Claim
Jan 3, 2026 Inside Canada's Indian Metropolis (Brampton)
East Coast Canadian here. Thankfully the non existent provinces beyond eastern Quebec are thankful it's not as bad here. The majority of TimHorton's & Wendy's employees are flown into the Charlottetown airport, housed & trained …
East Coast Canadian here. Thankfully the non existent provinces beyond eastern Quebec are thankful it's not as bad here. The majority of TimHorton's & Wendy's employees are flown into the Charlottetown airport, housed & trained on site & then spreadout across the country from there. The Government is paying the majority of their minimum wage and business owners pay pennies for them! They will also work more hours than others. Our own people are being ignored when they apply for jobs so that its not considered discrimination. They can easily claim the immigrants applied first.
Identity Attack0.016963007
Insult0.04383647
Profanity0.017299367
Threat0.00666042
Severe Toxicity0.0022792816
Low Tox 0.09655223 Constructive 0.779
Jan 27, 2026 Inside Canada's Indian Invasion...
8.5% of Canada is South Asian 5.9% is Indian This only counts people with citizenship
8.5% of Canada is South Asian 5.9% is Indian This only counts people with citizenship
Identity Attack0.089973204
Insult0.023093075
Profanity0.0127903465
Threat0.0060908063
Severe Toxicity0.0021362305
Low Tox 0.09655223 Low Con 0.259 Unverified_Claim
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Since everyone is an immigrant in immigrant nations, they need to work on immigration and keep up their values as a nation. People exploiting Canada, US or anywhere should be stopped immediately, sorry but immigration …
Since everyone is an immigrant in immigrant nations, they need to work on immigration and keep up their values as a nation. People exploiting Canada, US or anywhere should be stopped immediately, sorry but immigration should work on that.
Identity Attack0.06613251
Insult0.02193286
Profanity0.011646013
Threat0.007832011
Severe Toxicity0.0019359589
Low Tox 0.09611836 Constructive 0.565
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada cant help people who are born here! And supported the government most of their life! But they get nothing.
Canada cant help people who are born here! And supported the government most of their life! But they get nothing.
Identity Attack0.04641757
Insult0.027841117
Profanity0.012448754
Threat0.0065956907
Severe Toxicity0.0018882751
Low Tox 0.09611836 Moderate Con 0.344 Moral_Argument
Dec 29, 2025 Deportations From Canada at Their …
Wow 10 people deported look out Canada finally taking action
Wow 10 people deported look out Canada finally taking action
Identity Attack0.036105253
Insult0.023093075
Profanity0.011150704
Threat0.009566744
Severe Toxicity0.0022125244
Low Tox 0.09611836 Low Con 0.22 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
There is a selection process in our immigration and this is full of misinformation. Canada is about immigration. Who are these people complaining.
There is a selection process in our immigration and this is full of misinformation. Canada is about immigration. Who are these people complaining.
Identity Attack0.035589635
Insult0.03235855
Profanity0.0118338885
Threat0.006155535
Severe Toxicity0.0014305115
Low Tox 0.09611836 Moderate Con 0.474 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
2:55 It costs thousands of dollars in medical bills if you don't have a health card! What are these people assuming? Living under a rock mate?
2:55 It costs thousands of dollars in medical bills if you don't have a health card! What are these people assuming? Living under a rock mate?
Identity Attack0.0068076057
Insult0.025413504
Profanity0.018665737
Threat0.0070552654
Severe Toxicity0.0018978119
Low Tox 0.09525062 Moderate Con 0.456 Unverified_Claim
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I wish more people would see this video, it’s not about being racism e about to be Canadian in the first place. Integration and respect to the country. They left fora better life and want …
I wish more people would see this video, it’s not about being racism e about to be Canadian in the first place. Integration and respect to the country. They left fora better life and want to change the culture of this country to impose your on. This is not right. This has gone to far.
Identity Attack0.04951127
Insult0.026702631
Profanity0.012722028
Threat0.0065115434
Severe Toxicity0.001745224
Low Tox 0.09525062 Constructive 0.651
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
These are the people who are expected to "defend Canada" because they have such an ancestral love of it and not because they're economic migrants looking for the most money at the lowest personal cost.
These are the people who are expected to "defend Canada" because they have such an ancestral love of it and not because they're economic migrants looking for the most money at the lowest personal cost.
Identity Attack0.048737846
Insult0.031807642
Profanity0.011116544
Threat0.006000186
Severe Toxicity0.0016021729
Low Tox 0.09481675 Moderate Con 0.484 Identity_Assertion
Jan 23, 2026 Inside Canada's Indian Metropolis (Brampton)
When are Canadian people gonna hold our government responsible for this? Trudope and carney
When are Canadian people gonna hold our government responsible for this? Trudope and carney
Identity Attack0.029144434
Insult0.032909457
Profanity0.01354185
Threat0.00713294
Severe Toxicity0.001964569
Low Tox 0.09481675 Low Con 0.221 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Canadian people voted for this! 🤷‍♂️
Canadian people voted for this! 🤷‍♂️
Identity Attack0.04796442
Insult0.024382202
Profanity0.012346277
Threat0.0069905366
Severe Toxicity0.0023078918
Low Tox 0.09438288 Low Con 0.26 Meta_Commentary
Sep 19, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
I’ll be brutally honest if a person comes to ur country legally and is contributing to ur economy opening his/her business legally or building temples legally there nothing wrong in that if anyone has any …
I’ll be brutally honest if a person comes to ur country legally and is contributing to ur economy opening his/her business legally or building temples legally there nothing wrong in that if anyone has any problem they should blame there government because before these people all that place which is not built was merely dust and at the same time the crime which has increased because of these people I stand against that too
Identity Attack0.023796257
Insult0.024382202
Profanity0.020510335
Threat0.008556974
Severe Toxicity0.0021839142
Low Tox 0.09394901 Constructive 0.618 Moral_Argument
Feb 15, 2026 Inside Canada's Indian Invasion...
Man just give it a break with your doomposting .All of them are just trying to earn a decent living and are atleast being productive members of society. They're not even bothering anyone with their …
Man just give it a break with your doomposting .All of them are just trying to earn a decent living and are atleast being productive members of society. They're not even bothering anyone with their customs with (no loudspeakers or force conversions unlike some other people) and just want to be treated with some decency.
Identity Attack0.009619443
Insult0.032028005
Profanity0.020032106
Threat0.0064985976
Severe Toxicity0.0014972687
Low Tox 0.09394901 Constructive 0.528 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indians call Canada a mini punjab 😅 .Canadian is a nice people 🫰 no hate only good vibes ❤❤ 🇮🇳
Indians call Canada a mini punjab 😅 .Canadian is a nice people 🫰 no hate only good vibes ❤❤ 🇮🇳
Identity Attack0.06522302
Insult0.02567133
Profanity0.020100424
Threat0.0071199946
Severe Toxicity0.0029182434
Low Tox 0.09394901 Constructive 0.539 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Very good video, I hope that you keep educating the people, its the only way that we can unite and put a stop to this kind of government.
Very good video, I hope that you keep educating the people, its the only way that we can unite and put a stop to this kind of government.
Identity Attack0.018269362
Insult0.021868404
Profanity0.024404489
Threat0.017156094
Severe Toxicity0.0031471252
Low Tox 0.09394901 Constructive 0.555
Aug 26, 2025 Why Canadians Are Turning Against …
I believe there is at least half a million people from India in Canada maybe 90% of those have already overstayed their welcome in Canada and they're getting away with it they go to work …
I believe there is at least half a million people from India in Canada maybe 90% of those have already overstayed their welcome in Canada and they're getting away with it they go to work for Indian trucking companies that paid them as contractors so the company pays them as contractors and it's up to that employee whether or not they file their taxes while they can't even they don't even have a social insurance number
Identity Attack0.07425626
Insult0.023608726
Profanity0.0138151245
Threat0.0064144502
Severe Toxicity0.0021457672
Low Tox 0.09394901 Constructive 0.592 Unverified_Claim
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Not agsint immagration but too many too fast from 1 country had causeed damage and made it unaffordable for people that have been herr for generations....heslth care is collapsed too...
Not agsint immagration but too many too fast from 1 country had causeed damage and made it unaffordable for people that have been herr for generations....heslth care is collapsed too...
Identity Attack0.028628819
Insult0.02708937
Profanity0.013336895
Threat0.007068211
Severe Toxicity0.0019359589
Low Tox 0.09394901 Constructive 0.55 Economic_Argument
Feb 28, 2026 Inside Canada's Indian Invasion...
Well Canada needs something ICE. I made sure to arrive here with PR, I had the requirement etc. I didnt use fake student visa and then expect to stay. These people do not add anything …
Well Canada needs something ICE. I made sure to arrive here with PR, I had the requirement etc. I didnt use fake student visa and then expect to stay. These people do not add anything to society if they are not honest members of it.
Identity Attack0.016259583
Insult0.038566336
Profanity0.012961143
Threat0.0065115434
Severe Toxicity0.0015258789
Low Tox 0.09394901 Constructive 0.536 Personal_Narrative
Jan 15, 2026 4 likes 2.9 million Canadian temporary visas …
What I noticed in this video is the people from Indian community respects and helped the interviewer as their own and heard no negative nonsense. Hope we can all live together in harmony and respect …
What I noticed in this video is the people from Indian community respects and helped the interviewer as their own and heard no negative nonsense. Hope we can all live together in harmony and respect each other with no hate.
Identity Attack0.036878675
Insult0.027605021
Profanity0.053435806
Threat0.008181547
Severe Toxicity0.0023555756
Low Tox 0.09351514 Constructive 0.768 Solidarity
Nov 27, 2025 78 likes Inside Canada's Indian Metropolis (Brampton)
People saying they got better opportunities in Canada. It’s a sp$& on the face of the government there.
People saying they got better opportunities in Canada. It’s a sp$& on the face of the government there.
Identity Attack0.013546381
Insult0.034782536
Profanity0.019280603
Threat0.0077025536
Severe Toxicity0.0019454956
Low Tox 0.09351514 Low Con 0.283 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
In 50 years these people will be 100 million...they will own Canada. Canada is finished.
In 50 years these people will be 100 million...they will own Canada. Canada is finished.
Identity Attack0.028886627
Insult0.023866551
Profanity0.012175481
Threat0.010472948
Severe Toxicity0.0026130676
Low Tox 0.09308127 Low Con 0.125 Fear_Threat
Sep 23, 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.