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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: "There all INDIANS!" 4,309 comments · Page 153 of 173
Though I disagree with the immigration, the old guy in the Sikh temple is actually right about what he's preaching. Not to mention the Sikhs are known to be what Indians should be like. These …
Though I disagree with the immigration, the old guy in the Sikh temple is actually right about what he's preaching. Not to mention the Sikhs are known to be what Indians should be like. These people feed the homeless out of their own expense, actually help their communities and improve the quality of life because they are progressive with their views regardless what your race is. If only every Indians are like the SIkhs.
Identity Attack0.17536941
Insult0.030816011
Profanity0.019553876
Threat0.008065036
Severe Toxicity0.00459671
Low Tox 0.14082454 Constructive 0.805
Nov 17, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
They are not looking for a better life, they are looking for a place to live as Indian is full and over crowded. They also don't want to adopt the culture of the new country …
They are not looking for a better life, they are looking for a place to live as Indian is full and over crowded. They also don't want to adopt the culture of the new country but bring their onw and live seperately from the natives. That is the case in every country they go to not only in Canada..
Identity Attack0.13591312
Insult0.034562174
Profanity0.012687869
Threat0.006259101
Severe Toxicity0.0029945374
Low Tox 0.14082454 Constructive 0.611 Unverified_Claim
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
The Indians work atleast. !!! And they are fun humorous dudes.
The Indians work atleast. !!! And they are fun humorous dudes.
Identity Attack0.104676254
Insult0.033680726
Profanity0.040158957
Threat0.008712323
Severe Toxicity0.005264282
Low Tox 0.14082454 Moderate Con 0.372 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
I am an Indian and seeing this... Canada is indeed cooked.
I am an Indian and seeing this... Canada is indeed cooked.
Identity Attack0.08500996
Insult0.03511308
Profanity0.031641733
Threat0.0079873605
Severe Toxicity0.0048065186
Low Tox 0.13908891 Moderate Con 0.415 Fear_Threat
Nov 1, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
In my country our most popular last name went from Smith/Brown for decades to Singh about 5 years ago. Can't go very many places where majority of staff are Indian especially if it comes to …
In my country our most popular last name went from Smith/Brown for decades to Singh about 5 years ago. Can't go very many places where majority of staff are Indian especially if it comes to driving jobs and the driving ability has declined ten fold!
Identity Attack0.12556632
Insult0.03335018
Profanity0.01941724
Threat0.0075083673
Severe Toxicity0.0039863586
Low Tox 0.13908891 Constructive 0.599 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
They're not Canadian, bud! That would be like if I move to India that would make me an East Indian.
They're not Canadian, bud! That would be like if I move to India that would make me an East Indian.
Identity Attack0.120924085
Insult0.030485468
Profanity0.02208166
Threat0.0069646453
Severe Toxicity0.0032806396
Low Tox 0.13908891 Low Con 0.288
Sep 21, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
Indians dont pay taxes?
Indians dont pay taxes?
Identity Attack0.1444726
Insult0.028392024
Profanity0.020100424
Threat0.0066668927
Severe Toxicity0.003452301
Low Tox 0.13908891 Low Con 0.261 Unverified_Claim
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
Message to Indians: Go support those homeless and people in need shown here so that there perspective corrects
Message to Indians: Go support those homeless and people in need shown here so that there perspective corrects
Identity Attack0.10815793
Insult0.029383656
Profanity0.026317406
Threat0.009722093
Severe Toxicity0.0051498413
Low Tox 0.1373533 Moderate Con 0.372 Call_To_Action
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The government needs to investigate why most fastfood restaurants only hires Indian?, why security companies only hire Indians? Why most call centers only hire indians? Mcdonald's and Tim hortons owe canadian an explanation. The minster …
The government needs to investigate why most fastfood restaurants only hires Indian?, why security companies only hire Indians? Why most call centers only hire indians? Mcdonald's and Tim hortons owe canadian an explanation. The minster of labor must be held accountable.
Identity Attack0.15731181
Insult0.028502205
Profanity0.011936366
Threat0.006809296
Severe Toxicity0.0025939941
Low Tox 0.1373533 Moderate Con 0.431
Sep 20, 2025 809 likes Inside Canada's Indian Metropolis (Brampton)
Ngl let me be born Indian im running to America or Uk too
Ngl let me be born Indian im running to America or Uk too
Identity Attack0.10221587
Insult0.029493837
Profanity0.07126612
Threat0.012596053
Severe Toxicity0.007247925
Low Tox 0.1373533 Moderate Con 0.324 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I feel like showing a homeless shelter and saying no indian is pretty bias. Ive been homeless before, and anytime you go to a sikh temple, its part of their religion to feed you. They …
I feel like showing a homeless shelter and saying no indian is pretty bias. Ive been homeless before, and anytime you go to a sikh temple, its part of their religion to feed you. They serve meals and tea pretty much every day. Regardless of race or religon. A lot of it is vegetarian, but when you are homeless it can be a blessing 🧡
Identity Attack0.1508922
Insult0.02982438
Profanity0.03239325
Threat0.008466354
Severe Toxicity0.004463196
Low Tox 0.1373533 Constructive 0.787 Solidarity
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
should look into the government subsidizing 70% of there wages, so companies have more incentive to hire indians cause they pay them 30% what they would pay a canadian
should look into the government subsidizing 70% of there wages, so companies have more incentive to hire indians cause they pay them 30% what they would pay a canadian
Identity Attack0.12735364
Insult0.032468732
Profanity0.015147334
Threat0.0072235605
Severe Toxicity0.0031661987
Low Tox 0.1373533 Low Con 0.253
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Hey Tyler, its not just Canada its the UK as well. Just about every kfc here is Indian run.
Hey Tyler, its not just Canada its the UK as well. Just about every kfc here is Indian run.
Identity Attack0.109318495
Insult0.04383647
Profanity0.02474608
Threat0.0066733654
Severe Toxicity0.004348755
Low Tox 0.1373533 Constructive 0.512 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Why you gotta do us Indians like that..
Why you gotta do us Indians like that..
Identity Attack0.10221587
Insult0.029714199
Profanity0.025907494
Threat0.009204263
Severe Toxicity0.004501343
Low Tox 0.13561769 Moderate Con 0.423 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
As Canadians we follow the rules, the new Indians they break rules, don’t pay proper taxes, use the system… we’ve had enough of this… in 10 years nothing structure will be left in the system. …
As Canadians we follow the rules, the new Indians they break rules, don’t pay proper taxes, use the system… we’ve had enough of this… in 10 years nothing structure will be left in the system. It’s all falling apart in front of our eyes
Identity Attack0.10221587
Insult0.045007613
Profanity0.01261955
Threat0.0068999166
Severe Toxicity0.002861023
Low Tox 0.13561769 Moderate Con 0.338 Unverified_Claim
Sep 27, 2025 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)
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)
The problem is not Indian, but who are coming to Canada in the name of students. Some persons who try to do illegal activities, need more men for that and they are coming in the …
The problem is not Indian, but who are coming to Canada in the name of students. Some persons who try to do illegal activities, need more men for that and they are coming in the name of students, and those are the same who did illegal things in India. All the chaos is because government not filtering enough the people coming to Canada
Identity Attack0.12208464
Insult0.032138187
Profanity0.013131939
Threat0.006912862
Severe Toxicity0.0026512146
Low Tox 0.13388206 Moderate Con 0.353 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Most of Indians who call themselves Punjabi don't even wanna acknowledge that Punjab is not a country but a state that belongs to India. So why don't you just say Punjab India? Only Punjab.
Most of Indians who call themselves Punjabi don't even wanna acknowledge that Punjab is not a country but a state that belongs to India. So why don't you just say Punjab India? Only Punjab.
Identity Attack0.13377325
Insult0.035443626
Profanity0.02030538
Threat0.00713294
Severe Toxicity0.0038337708
Low Tox 0.13388206 Moderate Con 0.304 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
Check it out. The Indians include Punjabis have taken their casteism also in their briefcase. Btw English is not mandatory to move to Canada it’s only a bonus point if you know English.
Check it out. The Indians include Punjabis have taken their casteism also in their briefcase. Btw English is not mandatory to move to Canada it’s only a bonus point if you know English.
Identity Attack0.12735364
Insult0.034672357
Profanity0.01402008
Threat0.006848133
Severe Toxicity0.0029182434
Low Tox 0.13388206 Moderate Con 0.314 Identity_Assertion
Feb 5, 2026 Inside Canada's Indian Invasion...
East Indians are famous for their honesty. They should be allowed to come to Canada in an unlimited number. Invite more Punjabis to Surrey BC, https://www.youtube.com/watch?v=uWvuNnRwDZ0
East Indians are famous for their honesty. They should be allowed to come to Canada in an unlimited number. Invite more Punjabis to Surrey BC, https://www.youtube.com/watch?v=uWvuNnRwDZ0
Identity Attack0.1444726
Insult0.033019636
Profanity0.022764845
Threat0.009126588
Severe Toxicity0.0048828125
Low Tox 0.13388206 Constructive 0.522 Humor_Satire
Oct 10, 2025 IRCC Names India in Study …
A country of over a billion people not that hard to think that there are limited work opportunity in India thats why they move, same as any other poor and overly populated country, it just …
A country of over a billion people not that hard to think that there are limited work opportunity in India thats why they move, same as any other poor and overly populated country, it just so happen that india has the most people also its very hard to hammer their culture out of them "Indian civilization" is one of the world's oldest, with roots extending back over 8,000–9,000 years. can't get rid of them because they have been tested by time
Identity Attack0.10815793
Insult0.03522326
Profanity0.028503597
Threat0.014393489
Severe Toxicity0.00541687
Low Tox 0.13388206 Constructive 0.529 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Interviews the most American Indian Canadian dude he can find😅
Interviews the most American Indian Canadian dude he can find😅
Identity Attack0.10221587
Insult0.03489272
Profanity0.023789622
Threat0.007754337
Severe Toxicity0.0037574768
Low Tox 0.13214645 Low Con 0.191 Humor_Satire
Jan 27, 2026 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 …
Even in Ontarios small towns (Im a couple hours north of Toronto) and its not just Tim Hortons but in almost every fast food chain is all Indians working
Even in Ontarios small towns (Im a couple hours north of Toronto) and its not just Tim Hortons but in almost every fast food chain is all Indians working
Identity Attack0.16373143
Insult0.029934563
Profanity0.018119188
Threat0.006576272
Severe Toxicity0.0034713745
Low Tox 0.13214645 Moderate Con 0.45 Identity_Assertion
Jan 27, 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.