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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: "well this is what you …" 686 comments · Page 18 of 28
It's because jughead singh elected and other immigration heads under immigration minister are indian what you expect they cunning plus century initiative in full progress as well as agenda 2030
It's because jughead singh elected and other immigration heads under immigration minister are indian what you expect they cunning plus century initiative in full progress as well as agenda 2030
Identity Attack0.10221587
Insult0.04442204
Profanity0.021535112
Threat0.008427517
Severe Toxicity0.0037765503
Low Tox 0.11739369 Low Con 0.242
Aug 24, 2025 1 likes Why Canadians Are Turning Against …
They are flooding europe as well.
They are flooding europe as well.
Identity Attack0.057037655
Insult0.028171662
Profanity0.028776871
Threat0.013476364
Severe Toxicity0.0044059753
Low Tox 0.115658075 Low Con 0.252
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that …
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that theres an "immigration" problem, the refusal to adapt and assimilate feels like a slap in the face especially when the same few will talk I'll of the same system they benefit from. HOWEVER I don't think it's good to lump all of these problems together and dump collective blame on immigrants. For 1, all this immigration and policies have happened under a liberal government and y'all voted then in, AGAIN. - clearly you're not THAT desperate for change. 2nd. Are the ones saying they can't find work willing to work in trades? General laborers making $25-$30+++ No experience required. Tradespeople are glad to teach people willing to work hard and learn.. What about warehouse work? Apply to your 5 closest warehouses, I guarantee youll get in 1.. ALSO the government IS willing to help Canadians get little certifications like forklift, smartserve, CPR.. Career colleges can help with training (e.g - computer) as well as soft skills. So yeah, I wonder if it's people being just as picky as they were when Canada wasn't in the economical shitter it is in rn? Maybe Im far luckier or fortunate than most? Maybe expectations are too high? Maybe some stubbornly refuse assistance they are entitled to? Im not sure, but I do sympathize/empathize with you guys, I hope you all can "get through". I pray we can find solutions to this insane cost of living / broken housing market / price gouging / tiny group of business owners having a complete market control and a monopoly on everything thing we need to survive - without competition, limitations or government regulation🫩. Stay strong Canada! 💙Don't let the hate consume you!❤️ 🇨🇦We will overcome🇨🇦
Identity Attack0.09410924
Insult0.04383647
Profanity0.04867618
Threat0.009799767
Severe Toxicity0.004501343
Low Tox 0.11429678 Constructive 0.869 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Most Indians that immigrated to Brampton in the 70’s and 80’s don’t interact/gel with the people who’ve immigrated in the last 2-3 years. That lady in the green shirt summarized it well.
Most Indians that immigrated to Brampton in the 70’s and 80’s don’t interact/gel with the people who’ve immigrated in the last 2-3 years. That lady in the green shirt summarized it well.
Identity Attack0.104676254
Insult0.031697463
Profanity0.01442999
Threat0.0064597605
Severe Toxicity0.002632141
Low Tox 0.11419344 Constructive 0.625
Oct 8, 2025 1,374 likes Inside Canada's Indian Metropolis (Brampton)
Can you make a video on the town of Leamington as well? It has a very large Hispanic population, similar to Brampton and Indians
Can you make a video on the town of Leamington as well? It has a very large Hispanic population, similar to Brampton and Indians
Identity Attack0.10221587
Insult0.023608726
Profanity0.03915693
Threat0.01101667
Severe Toxicity0.005531311
Low Tox 0.11398677 Constructive 0.599 Question
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what …
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what 'used' to be a balanced multicultural way of life - is now being completely replaced by, majority led, india and a select handful of a few other nations - philippines, nigeria, bangladesh and some middle eastern nations. most of these nations - minus the philippines - have very different values and laws from the west. gender inequality, caste systems and not to mention religious / secular conflicts. racism is also incredible in those nations - again, minus the philippines. the only reason i include the philippines on this list as well is because their numbers are also very high in terms of the recent immigration scams but still not as high as india - who by large is the biggest scammer by a mile. these nations export canadian capital to their home nations and recycle the cash and bring in more of their own people. it is blatant soft power take over of canada without firing a single shot. canadians need to wake up and bring back balanced immigration. i will never accept sharia law, caste systems of gender inequality in canada but it is already here and their population is hundreds to thousands of times more than canada and they are already establishing incredibly strong roots here.
Identity Attack0.10221587
Insult0.039737478
Profanity0.016342908
Threat0.007081157
Severe Toxicity0.00333786
Low Tox 0.11398677 Moderate Con 0.434
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Stopping more from coming in is not enough we need to make sure they start leaving like they are supposed to as well. Not just Canada but all the west, deportations and remigration is the …
Stopping more from coming in is not enough we need to make sure they start leaving like they are supposed to as well. Not just Canada but all the west, deportations and remigration is the only solution.
Identity Attack0.0775651
Insult0.025542418
Profanity0.011201942
Threat0.013010317
Severe Toxicity0.0037765503
Low Tox 0.11398677 Moderate Con 0.492 Call_To_Action
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
Canada is steaming towards becoming a 3rd world country fast! It will soon be left out of G7 and G20 as well
Canada is steaming towards becoming a 3rd world country fast! It will soon be left out of G7 and G20 as well
Identity Attack0.06795148
Insult0.03522326
Profanity0.01442999
Threat0.008764107
Severe Toxicity0.0037193298
Low Tox 0.11378009 Low Con 0.11
Oct 6, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Before bashing out try recalling about Columbus & the OG Natives as well. Caucasians themselves are immigrants from Europe to Canada. Don't throw stones when your own Castle is made of Glass.
Before bashing out try recalling about Columbus & the OG Natives as well. Caucasians themselves are immigrants from Europe to Canada. Don't throw stones when your own Castle is made of Glass.
Identity Attack0.06929302
Insult0.035333443
Profanity0.015420608
Threat0.008259222
Severe Toxicity0.0028419495
Low Tox 0.11367676 Moderate Con 0.494 Moral_Argument
Oct 11, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
The sudden cut in immigrants has been really hurtful for us in Quebec City, as well as inhuman. It has been carried out for political purposes to appease right wing fears such as you see …
The sudden cut in immigrants has been really hurtful for us in Quebec City, as well as inhuman. It has been carried out for political purposes to appease right wing fears such as you see posted below.
Identity Attack0.06385879
Insult0.03827355
Profanity0.011236101
Threat0.008789998
Severe Toxicity0.0023269653
Low Tox 0.11347008 Constructive 0.619 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Most Indians get to Canada,but when well established move to the USA . Inidians move to Florida,Georgia and Texas .
Most Indians get to Canada,but when well established move to the USA . Inidians move to Florida,Georgia and Texas .
Identity Attack0.1444726
Insult0.025026767
Profanity0.017845914
Threat0.0070552654
Severe Toxicity0.0030899048
Low Tox 0.113263406 Moderate Con 0.38
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
I think the Pakistani Guy nailed it! When the economy cannot siphon people into the workforce you form a nexus to survive. It eventually evolves into a closed group that is then seen as a …
I think the Pakistani Guy nailed it! When the economy cannot siphon people into the workforce you form a nexus to survive. It eventually evolves into a closed group that is then seen as a non-integrated community. This is not unique to Canada. Usually first generation immigrants who came in the 70s, 80s and 90s (and 2000s in case of mainland Europe) were treated quite poorly, not given enough opportunities and looked down upon. But they kept their heads down and worked hard with a resolve that their children would be of equal stature. While doing so they created networks and support systems that will help them survive and eventually thrive. This network worked very well for a while untill new generation immigrants came in and became a part of the network but had no idea what went in creating that safe space to begin with. Thus the clashes!
Identity Attack0.056582913
Insult0.053791173
Profanity0.022354934
Threat0.009644418
Severe Toxicity0.003490448
Low Tox 0.112953395 Constructive 0.81
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
My advice to the lady who makes 2700 a month, she wants advice. Well everyone i know is upset all the same. Everyone is struggling. I strongly advise to research your enemy. The politicians who …
My advice to the lady who makes 2700 a month, she wants advice. Well everyone i know is upset all the same. Everyone is struggling. I strongly advise to research your enemy. The politicians who perpetuated this and the people who refuse to recognize the dsmage and support until they selfishly only change due to direct impact on them. I advise to secure peace and tranquility you must prepare for war
Identity Attack0.007954539
Insult0.026831545
Profanity0.018324144
Threat0.047835086
Severe Toxicity0.0034332275
Low Tox 0.112850055 Constructive 0.774
Aug 29, 2025 Why Canadians Are Turning Against …
If a community feels like they are the minority among the people they live with, they wouldn't dare themselves to go against the majority. Now, could you guys do the same interview in the UK …
If a community feels like they are the minority among the people they live with, they wouldn't dare themselves to go against the majority. Now, could you guys do the same interview in the UK as well?. Just watch the film "Slumdog Millionaire".
Identity Attack0.026609946
Insult0.055547886
Profanity0.022013342
Threat0.007068211
Severe Toxicity0.0019836426
Low Tox 0.112436704 Moderate Con 0.473
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Well im not done with the video yet but it ends soon so I know something goes wrong 😅
Well im not done with the video yet but it ends soon so I know something goes wrong 😅
Identity Attack0.011099357
Insult0.019547975
Profanity0.049177196
Threat0.029933142
Severe Toxicity0.005836487
Low Tox 0.112333365 Moderate Con 0.322 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
This is happening at varying scales in many cities all over the US as well. Growing up in the 90s and 00s in suburban Minneapolis, we had a very small population of Indians. About ten …
This is happening at varying scales in many cities all over the US as well. Growing up in the 90s and 00s in suburban Minneapolis, we had a very small population of Indians. About ten years ago, they built a large all new subdivision near my hometown that is now 90% Indian. Target Corporate is to blame for the initial push, as they opened an office in India and then had many of them relocating to the Minneapolis office. A recent trip to Dallas, every Uber I took was an Indian or Middle eastern driver. California, especially the Bay Area has an enormous Indian community as well.
Identity Attack0.10221587
Insult0.03136692
Profanity0.024951037
Threat0.008298059
Severe Toxicity0.0037002563
Low Tox 0.11202335 Constructive 0.658
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
So many pros and cons; a farming community of 18K and now a booming metropolis, is that a bad thing? Culturally ofcourse it doesn't represent the core of Canadian society, but sikhs were heavily discriminated …
So many pros and cons; a farming community of 18K and now a booming metropolis, is that a bad thing? Culturally ofcourse it doesn't represent the core of Canadian society, but sikhs were heavily discriminated against when they first arrived, so were forced to fend for themselves and build businesses, trade amongst their own kind. It is also a well known fact that sikhs regardless of their age or status, always work and sustain themselves, you will never see a sikh on welfare. The problem is the vast displacement many Canadians feel. The government needs to rethink their planning about this.
Identity Attack0.099899694
Insult0.036435258
Profanity0.01887069
Threat0.008039144
Severe Toxicity0.0031661987
Low Tox 0.11192002 Constructive 0.77
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s the bash the liberal show here. not one comment shows a solution to the perceived problem. Well, I got one for you. PP is a mini Trump. Let’s have more heroes, floor crossers., that’s …
It’s the bash the liberal show here. not one comment shows a solution to the perceived problem. Well, I got one for you. PP is a mini Trump. Let’s have more heroes, floor crossers., that’s my solution to PP.
Identity Attack0.010951365
Insult0.05262003
Profanity0.014293353
Threat0.010809537
Severe Toxicity0.0024414062
Low Tox 0.11181668 Moderate Con 0.362 Meta_Commentary
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Well..well ..!!!!!.what do u feel if other nations invade in Bombay or new Delhi!?? Absolutely.....?????
Well..well ..!!!!!.what do u feel if other nations invade in Bombay or new Delhi!?? Absolutely.....?????
Identity Attack0.047190998
Insult0.026058068
Profanity0.018255826
Threat0.012078222
Severe Toxicity0.0035858154
Low Tox 0.11171334 Low Con 0.294
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
These colleges should be shut down, and the determined names should be sent out. Plus, I saw a house that has 12-15 people in it? Was that even possible? Some doesn’t speak English. It’s just …
These colleges should be shut down, and the determined names should be sent out. Plus, I saw a house that has 12-15 people in it? Was that even possible? Some doesn’t speak English. It’s just puzzling? How did they get here in the first place? Well in the first place? You need to have a good ielts score, money to provide for yourself? It’s just mind boggling that these are happening? Right under in the governments noses.
Identity Attack0.0075845607
Insult0.04207976
Profanity0.021876704
Threat0.009463178
Severe Toxicity0.0025177002
Low Tox 0.11171334 Moderate Con 0.484
Nov 8, 2025 1 likes IRCC Names India in Study …
Well yeah no jobs easy jail sentence easy money
Well yeah no jobs easy jail sentence easy money
Identity Attack0.0064006294
Insult0.021546122
Profanity0.019553876
Threat0.025789235
Severe Toxicity0.004119873
Low Tox 0.11161 Low Con 0.201 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent …
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent from Europe and Asia as well. But the USA doesn’t want this to happen, so these propaganda channels are becoming active. Look at the timing of this video. Keep in mind that the most brilliant minds from Asia, Europe, and even your own country are working for Canada that’s why companies are recruiting them so assuming they have no civic sense doesn't make sense . At the same time, you must be able to identify the moles among them. Trudeau has already given authority to an alleged Indian terrorist within his regime. A wise decision is needed for your country's growth
Identity Attack0.050671257
Insult0.039444692
Profanity0.019143965
Threat0.0074306927
Severe Toxicity0.002861023
Low Tox 0.11129999 Constructive 0.531 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
if you come to Atlantic Canada, even our small towns are invaded. Our precious coffee has gone to owned by a corporation as well as non Canadian workers. And that's not talking about all of …
if you come to Atlantic Canada, even our small towns are invaded. Our precious coffee has gone to owned by a corporation as well as non Canadian workers. And that's not talking about all of the crimes they commit creeping in their cars.. investigate more
Identity Attack0.04306607
Insult0.04090862
Profanity0.012482914
Threat0.007883795
Severe Toxicity0.002412796
Low Tox 0.11119666 Constructive 0.697 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration Targets. We know how well LIberals hit targets.
Immigration Targets. We know how well LIberals hit targets.
Identity Attack0.051808115
Insult0.028061481
Profanity0.011458136
Threat0.0091524795
Severe Toxicity0.0022697449
Low Tox 0.11119666 Low Con 0.117
Jan 3, 2026 6 likes New rules, regulations take effect …
Liberals are very adept at breaking things that already work well.
Liberals are very adept at breaking things that already work well.
Identity Attack0.037394293
Insult0.039444692
Profanity0.017504321
Threat0.008505191
Severe Toxicity0.0023269653
Low Tox 0.11057663 Low Con 0.164 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …

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.