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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: "Is this what it’s like …" 2,805 comments · Page 83 of 113
I have lived over 15 years in Canada. I am an immigrant, and also don't like much when people bring their narrow understanding of their world, regardless of the culture. But, that doesn't equal to …
I have lived over 15 years in Canada. I am an immigrant, and also don't like much when people bring their narrow understanding of their world, regardless of the culture. But, that doesn't equal to automatically blame the immigrants for new generations not having a job, or slavery wages. These are problems created by the government and corporations, selling us a very expensive existence. Yes, integration is essentiall. But also be open to learn something from those others cultures. Don't be ethnocentric. We all have something to learn from each other
Identity Attack0.08004672
Insult0.06354945
Profanity0.017026093
Threat0.00704232
Severe Toxicity0.0028800964
Low Tox 0.13388206 Constructive 0.852 Moral_Argument
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in their homeland. Why would they not accept coming here if they see potential for a brighter future ? Furthermore, they don’t have pathways to citizenship offered by the government; there are no well-defined courses or integration programs designed to help newcomers become fully part of the society. Instead, they are arriving in basically what is a new India. They are welcome with open arms and new rights as Canadians, without the responsibilities that SHOULD go with it. So, the entire culprit is our Canadian government. This situation is part of a much larger, global agenda aimed at sowing division among populations to weaken national unity. The phrase _Divide et Impera_ (Divide and Conquer) highlights this tactic. The Canadian government is orchestrating this strategy, intentionally aligned with the nefarious 2030 agenda. This agenda calls to flood the White Christian Western world with massive immigration, which will erode cultural and national identities. The ultimate goal is to strip nations of their cultural and historical identities, making their populations more dependent on the State to provide a new identity. This dependency is projected to lead to the implementation of digital identification systems, biometric tracking, and other dystopian technological measures. These politicians on both sides are NOT humanists. The overarching aim is not merely human advancement but transhumanism — merging humans with technology — which is pure evil, even demonic, a plan to transform human existence radically. A plot to erase humanity as we know it. This is also the real reason and rationale behind the trans agenda. You can be whatever you want if you identify with it. Now, how about a cyborg, the singularity or what is called humankind 2.0 ? They will try to get it with WW3. The mandates will be said to be good for us, as they will procure a false sense of security in every country on Earth. They need India to go against the Muslim world. Canada has accepted this for the novus ordo seclorum of nations. You probably heard the saying that governments are NOT elected, but selected. That’s true. Our system is an illusion of democracy. They needed these far-left Liberals for these objectives and many others. Then, when it will be too much and order for the chaos, they will count on the far right to go to war. There will be two coalitions: the Western nations + Israel 🇮🇱 + some arab countries like Saudi Arabia 🇸🇦, Jordan 🇯🇴, Syria 🇸🇾 + Ukraine 🇺🇦 + India 🇮🇳 + Japan 🇯🇵 + South Korea 🇰🇷 *VS* the Arab League + Russia 🇷🇺 + China 🇨🇳 + North Korea 🇰🇵. The worst in all of that is that Freemasonry controlled both sides and their political leaders. They play on both sides, as in WW1 and WW2.
Identity Attack0.12208464
Insult0.03588435
Profanity0.025907494
Threat0.007961469
Severe Toxicity0.003490448
Low Tox 0.13388206 Constructive 0.617 Unverified_Claim
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening …
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening over here. We have suburbs in our eastern side which have turned into pockets of Punjab and Haryana. We have been in the restaurant industry for 30 years now, these students are taking our cash in what is a ‘cashless economy’. We’ve had one particular instance where a former employee faked her marriage certificates in order to get her permanent residency, now she’s in trouble with the authorities and may face some years in jail. The problem is they like taking ‘shortcuts’ and then they get stuck and expect us as employers to save them. The systems put into place have been exhausted to the point where is it useless.
Identity Attack0.083355546
Insult0.06023245
Profanity0.04867618
Threat0.009825659
Severe Toxicity0.0048065186
Low Tox 0.13388206 Constructive 0.795 Personal_Narrative
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Dude on the bike says it all lol and him on a bike tells it all . Looks like he just got off his training wheels lol
Dude on the bike says it all lol and him on a bike tells it all . Looks like he just got off his training wheels lol
Identity Attack0.006178642
Insult0.05262003
Profanity0.039657943
Threat0.008686432
Severe Toxicity0.0037193298
Low Tox 0.13388206 Moderate Con 0.338 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
It will be good to cut all the system abusers, they got everything free like medical, education, child care, etc. We taxpayers have no medical system available, we have to wait in line.
It will be good to cut all the system abusers, they got everything free like medical, education, child care, etc. We taxpayers have no medical system available, we have to wait in line.
Identity Attack0.011099357
Insult0.05203446
Profanity0.016411226
Threat0.044278983
Severe Toxicity0.0038337708
Low Tox 0.13214645 Moderate Con 0.443 Economic_Argument
Nov 21, 2025 141 likes Quebec Ends Economic Immigration Program …
Every one of you in Canada is an immigrant or descendant of an immigrant, so please don’t do to each other what they did to your grandfathers and grandmothers! Put yourself in the place of …
Every one of you in Canada is an immigrant or descendant of an immigrant, so please don’t do to each other what they did to your grandfathers and grandmothers! Put yourself in the place of the person who just arrived and feel how much they are suffering to start a new life, find a new place, find furniture, change career and look for a new job, get the cultural shock and cold weather shock and learn how to survive the cold winter and learn a new language, and make new contacts, new friends and new families maybe… too much to handle while you are not giving a fuck about all his struggles but pushing him to change his culture automatically like if it’s magic and at the same time he is not aware why on earth is everyone against his religion or accent or way of thinking and your rejections towards them by showing clearly your attack towards them here online without shame! Those people who are escaping from wars or genocides or poverty to find a better opportunity to be able to feed their families abroad, you have no consideration for what brought them here or what they had endured and you want to let them endure more above their struggle to survive all the inconvenience in a capitalist frozen country! Please try to be nice to each other and teach one another how to live respecting one another boundaries and culture! a country with many nationalities is multicultural and multiculturalisme can’t exist with racism and discrimination. Keep the multiculturalism with the nice picture it holds which keep the country warm and colourful. Live in peace and love❤
Identity Attack0.09410924
Insult0.06285016
Profanity0.017845914
Threat0.007417747
Severe Toxicity0.0037002563
Low Tox 0.13214645 Constructive 0.735
Sep 17, 2025 1 likes Why Canadians Are Turning Against …
"it used to be called a multicultural city" ah yes the exact rhetoric you don't realise or wont admit was the slippery slope that led to what Brampton looks like now.
"it used to be called a multicultural city" ah yes the exact rhetoric you don't realise or wont admit was the slippery slope that led to what Brampton looks like now.
Identity Attack0.05612817
Insult0.057890166
Profanity0.0138151245
Threat0.006492125
Severe Toxicity0.0025367737
Low Tox 0.13214645 Moderate Con 0.405
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
This is immegration and not colonization like European did - Brits, French, Portuguese, Spanish, Italians, Germans etc. Why complain guys, how much did your ancestors assimilate, paid taxes to colonies. Atleast, immigrants are trying to …
This is immegration and not colonization like European did - Brits, French, Portuguese, Spanish, Italians, Germans etc. Why complain guys, how much did your ancestors assimilate, paid taxes to colonies. Atleast, immigrants are trying to adopt language and culture. They are chosen by a process. Have some balance, before pointing fingers.
Identity Attack0.06567776
Insult0.036325075
Profanity0.013610168
Threat0.008181547
Severe Toxicity0.002412796
Low Tox 0.13214645 Constructive 0.544
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
"It feels like my hometown". Yah, you know where else you can go that feels like your hometown? India.
"It feels like my hometown". Yah, you know where else you can go that feels like your hometown? India.
Identity Attack0.10221587
Insult0.03136692
Profanity0.017572641
Threat0.007624879
Severe Toxicity0.0040245056
Low Tox 0.13214645 Moderate Con 0.31
Sep 19, 2025 262 likes Inside Canada's Indian Metropolis (Brampton)
Yet India, would never allow foreigners to create something like this in their country...interesting.
Yet India, would never allow foreigners to create something like this in their country...interesting.
Identity Attack0.12735364
Insult0.029273475
Profanity0.013883443
Threat0.0068287146
Severe Toxicity0.002670288
Low Tox 0.13214645 Low Con 0.145 Comparative_Framing
Dec 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This video seems like satire.😂
This video seems like satire.😂
Identity Attack0.012842959
Insult0.026702631
Profanity0.053435806
Threat0.009903334
Severe Toxicity0.004825592
Low Tox 0.13214645 Low Con 0.227 Meta_Commentary
Feb 27, 2026 Inside Canada's Indian Invasion...
WORSHIP THE CREATOR NOT HIS CREATION ⚠️SAY, YOUR CREATOR IS ONLY ONE. HE IS SELF-SUFFICIENT. HE BEGOT NOT NOR HE BEGOTTEN. THERE IS NOTHING LIKE TO HIM. QURAN c.112 ❤️
WORSHIP THE CREATOR NOT HIS CREATION ⚠️SAY, YOUR CREATOR IS ONLY ONE. HE IS SELF-SUFFICIENT. HE BEGOT NOT NOR HE BEGOTTEN. THERE IS NOTHING LIKE TO HIM. QURAN c.112 ❤️
Identity Attack0.04564415
Insult0.02567133
Profanity0.029460056
Threat0.012751401
Severe Toxicity0.007972717
Low Tox 0.13214645 Low Con 0.244 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
I know everyone says "why dont you move back to India, instead of making this place like India?" Truth is, people want to replicate their home countries and cultures, MINUS the things that made them …
I know everyone says "why dont you move back to India, instead of making this place like India?" Truth is, people want to replicate their home countries and cultures, MINUS the things that made them leave. Political corruption, poor living conditions and struggling economy. Its like a revised version. Considering they dont make huge political changes, I dont see a problem with that tbh
Identity Attack0.10221587
Insult0.03489272
Profanity0.04065997
Threat0.008712323
Severe Toxicity0.0044822693
Low Tox 0.13041082 Constructive 0.665 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
STOP USING words like "INVASION"
STOP USING words like "INVASION"
Identity Attack0.032753747
Insult0.02373764
Profanity0.028640235
Threat0.011249693
Severe Toxicity0.0059509277
Low Tox 0.13041082 Low Con 0.161 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Like, Canada people don't know what is going on in your country.
Like, Canada people don't know what is going on in your country.
Identity Attack0.10221587
Insult0.03511308
Profanity0.0118680475
Threat0.0065956907
Severe Toxicity0.0024414062
Low Tox 0.13041082 Low Con 0.238 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something …
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something that dates back to the British era, when Britain sent a group of Indians, specifically Sikhs, for security or labor work in Canada. This started the trend of Sikhs (turban-wearing ones) moving there. In modern times, the West was richer in terms of education and infra compared to Asia, which attracted many normal students and families immigrants also. Canada and America were built by immigrants, but now things are saturated, which I understand, and that’s where the resentment comes from. The majority Sikh state ( punjab) in India is still behind in development and job wise cooperation, and the historical pattern from the British era of moving to Canada for a better life has become a norm for many young people there. The close, collaborative nature of Sikhs—like a cousin in Canada inviting another cousin from India to come over, open a shop, work together, or share housing—is another reason many don’t hesitate to immigrate. These are some of the reasons behind mass immigration from India. Now, with saturation, the resentment toward immigration has grown. India itself faces issues with immigrants who live off our taxes, take rights meant for native children, and abuse policies, laws, or the environment. At least Canada has better-off immigrants—educated and contributing to the economy. While some may depend on taxes, most are hardworking and self-sufficient; otherwise, Canada’s economy would have collapsed by now. In end i can understand the hatred but you guys should stop this yourselves - not hunting them but prevent more.
Identity Attack0.11280017
Insult0.047935467
Profanity0.017504321
Threat0.0074048014
Severe Toxicity0.0031280518
Low Tox 0.13041082 Constructive 0.817 Comparative_Framing
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
zero assimilation. theyre just transplanting a bit of India into Canada....just like they do throughout the west. and looking at India today, WOW.....Canada is in for a bit of a surprise.
zero assimilation. theyre just transplanting a bit of India into Canada....just like they do throughout the west. and looking at India today, WOW.....Canada is in for a bit of a surprise.
Identity Attack0.11396073
Insult0.032468732
Profanity0.013200258
Threat0.0065697995
Severe Toxicity0.0032424927
Low Tox 0.13041082 Low Con 0.242
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
4:00 this guy feels like the most self aware and serious person I've seen on screen in my life
4:00 this guy feels like the most self aware and serious person I've seen on screen in my life
Identity Attack0.010655383
Insult0.036325075
Profanity0.04366605
Threat0.009981008
Severe Toxicity0.0052261353
Low Tox 0.13041082 Moderate Con 0.396 Meta_Commentary
Mar 1, 2026 Inside Canada's Indian Invasion...
The driving must be like driving in Lakewood with them AND the cops don't even care. No Justice!
The driving must be like driving in Lakewood with them AND the cops don't even care. No Justice!
Identity Attack0.008546505
Insult0.06407392
Profanity0.017026093
Threat0.008893564
Severe Toxicity0.002784729
Low Tox 0.12867521 Moderate Con 0.316 Fear_Threat
Feb 24, 2026 Inside Canada's Indian Invasion...
I live in Brampton born and raised. Indians are generally nice people but this new generation of immigrants that came around covid time were different. Working at places like Walmart now feels like a job …
I live in Brampton born and raised. Indians are generally nice people but this new generation of immigrants that came around covid time were different. Working at places like Walmart now feels like a job not meant for us Canadians. Entire work place blasting Punjabi music and speaking in another language. Imagine feeling foreign in your own country while trying to work.
Identity Attack0.116281845
Insult0.0350029
Profanity0.015420608
Threat0.006543908
Severe Toxicity0.0030708313
Low Tox 0.12867521 Constructive 0.682 Personal_Narrative
Feb 14, 2026 Inside Canada's Indian Invasion...
ngl i agree with bike dude, like I'm not racist but he's somewhat right, he got some good points
ngl i agree with bike dude, like I'm not racist but he's somewhat right, he got some good points
Identity Attack0.08749158
Insult0.028722567
Profanity0.079025
Threat0.009385503
Severe Toxicity0.00579834
Low Tox 0.12867521 Constructive 0.508 Identity_Assertion
Feb 18, 2026 Inside Canada's Indian Invasion...
It’s getting harder and harder for people to watch what happens in the House of Commons without feeling downright furious. Every day, Canadians work long hours, pay crushing taxes, and deal with rising costs — …
It’s getting harder and harder for people to watch what happens in the House of Commons without feeling downright furious. Every day, Canadians work long hours, pay crushing taxes, and deal with rising costs — and for what? To watch elected officials sit in Parliament and turn Canadian issues into a circus. It feels like half the time they’re more interested in scoring cheap political points than actually solving anything. The constant bickering, yelling, and rehearsed “outrage” looks less like leadership and more like a never‑ending performance meant to distract us from how little actually gets done. How much do you think each of them makes just sitting there doing nothing all day, and calling it a job. THE REAL CROOKS OF CANADA Politicians. Blame the Indians who come to work in Canada when send billions to Ukraine. WAKE UP CANADA TO REAL PROBLEM
Identity Attack0.026609946
Insult0.07016616
Profanity0.020168742
Threat0.008077981
Severe Toxicity0.0027656555
Low Tox 0.12867521 Moderate Con 0.49 Policy_Critique
Feb 5, 2026 Inside Canada's Indian Invasion...
all women. But it is okay provided that they are all talented and fit for the position. When the situation were all men present, Don’t complain and speak like Oh Not Representative
all women. But it is okay provided that they are all talented and fit for the position. When the situation were all men present, Don’t complain and speak like Oh Not Representative
Identity Attack0.10221587
Insult0.033680726
Profanity0.017777596
Threat0.006427396
Severe Toxicity0.002298355
Low Tox 0.12867521 Moderate Con 0.38
Oct 1, 2025 IRCC Names India in Study …
Still have time to deport them by using their sin numbers. Just like ice did. Just use their activities and use spy cops . I bet most of them will be gone. Also those lawyers, …
Still have time to deport them by using their sin numbers. Just like ice did. Just use their activities and use spy cops . I bet most of them will be gone. Also those lawyers, who kept posting in their Instagram 2x work permit etc.
Identity Attack0.014149316
Insult0.031917825
Profanity0.016479544
Threat0.053330876
Severe Toxicity0.003643036
Low Tox 0.12867521 Low Con 0.246 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...

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.