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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: "It becomes more and more …" 606 comments · Page 18 of 25
Trump's administration and handling of ICE is becoming a chaotic disaster, but I am so glad they are locked in. They need better training, better rhetoric, and better leadership. Every time I think about how …
Trump's administration and handling of ICE is becoming a chaotic disaster, but I am so glad they are locked in. They need better training, better rhetoric, and better leadership. Every time I think about how dangerous they are becoming, I also remember this could be America lol idk why we can't win... just needs to be accountability and actual morals
Identity Attack0.009989422
Insult0.076819435
Profanity0.022354934
Threat0.008013252
Severe Toxicity0.0025367737
Low Tox 0.15213956 Constructive 0.627
Jan 27, 2026 Inside Canada's Indian Invasion...
Only a certain caliber a person should be able to enter Canada and become a citizen meanwhile our government is taking in the lowest of the low from India that even India doesn't want...
Only a certain caliber a person should be able to enter Canada and become a citizen meanwhile our government is taking in the lowest of the low from India that even India doesn't want...
Identity Attack0.11976352
Insult0.047935467
Profanity0.013985921
Threat0.006861079
Severe Toxicity0.0031280518
Low Tox 0.15213956 Low Con 0.231
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone …
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone with a brain can see what the USA has become these days (government wise) But a controlled program without liberals and conservatives talking it into the ground. Or going the human rights violations route. We would see a noticeable decrease in this very evident problem, and yes it’s problem. I’m not liberal or conservative at all and you should not need to be either to see the problem.
Identity Attack0.058401883
Insult0.06617179
Profanity0.025497584
Threat0.010369381
Severe Toxicity0.003566742
Low Tox 0.15103401 Constructive 0.665
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Glad to see the world is changing with changing trends, May Canada become Indo-Islamic country as soon as possible
Glad to see the world is changing with changing trends, May Canada become Indo-Islamic country as soon as possible
Identity Attack0.15303208
Insult0.028942931
Profanity0.01535229
Threat0.007598988
Severe Toxicity0.0044441223
Low Tox 0.14950264 Moderate Con 0.365
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
They opened the flood gates and they’ve never stop coming. We as true Canadians do not want to be a minority in our own country. We need to protect our culture. Wanting Canada to stay …
They opened the flood gates and they’ve never stop coming. We as true Canadians do not want to be a minority in our own country. We need to protect our culture. Wanting Canada to stay Canadian is not racist. It should also be absolutely prohibited that non-Canadian born citizens become RCMP officers. The audacity to go to another country and police it’s citizens is outrageous.
Identity Attack0.10235514
Insult0.05144889
Profanity0.013131939
Threat0.00814271
Severe Toxicity0.0038719177
Low Tox 0.147767 Moderate Con 0.483 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I used to come to Brampton in 2008 for shopping because they had a lot of outlets then. It was already majorly South Asian/Indian then. It's probably been like this for 30 years. This isn't …
I used to come to Brampton in 2008 for shopping because they had a lot of outlets then. It was already majorly South Asian/Indian then. It's probably been like this for 30 years. This isn't new. Most of the GTA has been like this for many years. Whites were becoming a minority for the last 20 years country wide due to birth rate even before the cost of living crisis. Foreign people are more family oriented than us. A child free lifestyle is unusual for them.
Identity Attack0.1508922
Insult0.031036375
Profanity0.023106437
Threat0.0072235605
Severe Toxicity0.0039482117
Low Tox 0.1460314 Constructive 0.715 Personal_Narrative
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and …
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and works then comes home. This year she can not find a job because all the Indians have taken the jobs. I love diversity, but this is getting out of hand. I grew up in Brampton and In 1989 my parents moved us north because they could see how Brampton was turning into what it is today. Great video
Identity Attack0.12556632
Insult0.033570543
Profanity0.02836696
Threat0.010084574
Severe Toxicity0.007019043
Low Tox 0.14429577 Constructive 0.802 Personal_Narrative
Feb 3, 2026 6 likes Inside Canada's Indian Invasion...
Respect to the indian man who came as an RN and understood the problems with not working hard. He may have a rose-tinted view on Canada being no different than India, which is aproblem in …
Respect to the indian man who came as an RN and understood the problems with not working hard. He may have a rose-tinted view on Canada being no different than India, which is aproblem in itself, but the mindset is inherently what we want from our newcomers, and not just importing everyone from a hyper-specific area of another country in i.e. India. This is why selective immigration that has been done for years before Trudeau did wonders for this country. Very insightful. The race doesn't matter, the diversity we value is actually lost when you only import anything and don't vet anyone at all, it then becomes simply and factually non-diverse.
Identity Attack0.10221587
Insult0.057890166
Profanity0.016411226
Threat0.007068211
Severe Toxicity0.0031852722
Low Tox 0.14256015 Constructive 0.852 Policy_Critique
Jan 1, 2026 Inside Canada's Indian Metropolis (Brampton)
Why do people become more fanatic after they immigrate to Canada? I don’t think so they have that much right on their back home.
Why do people become more fanatic after they immigrate to Canada? I don’t think so they have that much right on their back home.
Identity Attack0.089145996
Insult0.047935467
Profanity0.015557245
Threat0.0066086366
Severe Toxicity0.0024318695
Low Tox 0.14256015 Moderate Con 0.352
Aug 26, 2025 Why Canadians Are Turning Against …
I actually like Indian folks, but there are simply too many of them in western countries and there is no sign of the flood stopping, there is essentially an infinite amount of them. In the …
I actually like Indian folks, but there are simply too many of them in western countries and there is no sign of the flood stopping, there is essentially an infinite amount of them. In the US they have become the second-largest immigrant group in many states. Big business/globalists like them for cheap labor and demographic change, and their fellow Indians of course support them out of ethnic/cultural loyalty. Canada with its small population has been completely overrun in just a handful of years by both them and the Chinese. Same thing in Australia.
Identity Attack0.11396073
Insult0.045007613
Profanity0.021808386
Threat0.0077672824
Severe Toxicity0.003452301
Low Tox 0.14082454 Constructive 0.581 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
sad what this country has become
sad what this country has become
Identity Attack0.060220852
Insult0.03257891
Profanity0.02030538
Threat0.0077284453
Severe Toxicity0.003566742
Low Tox 0.13908891 Low Con 0.287 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
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)
On the plus side when I become a minority in my own country you will never hear the end of it. I will need a minority badge to alert people of my privilege.
On the plus side when I become a minority in my own country you will never hear the end of it. I will need a minority badge to alert people of my privilege.
Identity Attack0.08749158
Insult0.028612386
Profanity0.018597418
Threat0.012906751
Severe Toxicity0.003566742
Low Tox 0.13214645 Moderate Con 0.423 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I live in the area, and its become unrecognizable, I could have never predicted this invasion.. I want to get out as soon as possible.
I live in the area, and its become unrecognizable, I could have never predicted this invasion.. I want to get out as soon as possible.
Identity Attack0.06522302
Insult0.028281843
Profanity0.021535112
Threat0.013631714
Severe Toxicity0.0045204163
Low Tox 0.13041082 Constructive 0.513 Fear_Threat
Jan 27, 2026 15 likes 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)
Honestly, they are great people and I think they bring a lot of culture and family orientation back to Canada I feel like it’s roots. I mean, we are the first generation with cell phones …
Honestly, they are great people and I think they bring a lot of culture and family orientation back to Canada I feel like it’s roots. I mean, we are the first generation with cell phones so things aren’t gonna go well for the first generation so I hope to see change in the next, but I really hate the racism. Because at the end of the day, this world belongs to all of us. I’m married to a Punjab. And I’m very thankful I met him feel like a lot of Canadian men. Have become victims to the red pill ideology or cell phones are really just becoming a part of their ideologies. Indian families bring back real love and authenticity. My only problem is the criminals that are coming into the country that are hurting people when we already have enough problems in our own country.
Identity Attack0.10221587
Insult0.046764325
Profanity0.035900343
Threat0.008919456
Severe Toxicity0.0045394897
Low Tox 0.119997114 Constructive 0.799 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
I wonder how many of the people mourning what this country has become, voted trudeau in 2015, 2019, and 2021. People were warned, but no, they wanted legal weed, feelings, and juvenile gimmicks like themed …
I wonder how many of the people mourning what this country has become, voted trudeau in 2015, 2019, and 2021. People were warned, but no, they wanted legal weed, feelings, and juvenile gimmicks like themed socks.
Identity Attack0.010507392
Insult0.0623257
Profanity0.015079016
Threat0.00756015
Severe Toxicity0.0022125244
Low Tox 0.11739369 Moderate Con 0.432
Aug 25, 2025 Why Canadians Are Turning Against …
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem …
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem with women and children abused, in violence and almost killed and our resources which are suppose to help protect the men coming here doing this because as immigrants they have value and so support anything they do to innocent people here because they have more worth as human beings than people born, raised and who lived here all their lives. Two lives viciously destroyed to protect someone sick with hate who is chronic woman hater and abuser but he must be respected for it. As someone immersed all their life in "culture" domestic violence is not culture as in immigration it's abuse and a crisis brought here and then force by law respect for it when it is already here bc it is a planet problem. For people without a lifetime of knowledge you would be shocked if knew what people think and say about us living here and what they believe from complete ignorance. It is a belief everything is owed to make lives bigger and better for them above everyone else bc they suffered somewhere else but the assumption is every person in Canada had the opportunity born here that all people should be rich and if anyone is under that standard they deserve nothing and it should be given to everyone coming in. It is understood in some groups the purpose and wants of Canadian women is providing free services to immigrant men because this is how all Canadian women chose to live as women. The expectation of women is back to the stone age to obey, speak when given permission and respect abuse. Our authorities now back that up. Don't believe me you can see evidence. We are being forced by law to change. How many persons with criminal records are here in past decade was that recent news report? There's good and bad but if you don't respect the bad then see what happens to you because suddenly you will the bad one as a Canadian so be prepared to respect and appreciate everything you spent a lifetime believing you didn't have to. Some people could write an encyclopedia of wild and bizarre things and opinions and expectations of the views others have of life here and it would make most here all their lives want to flee and leave. There are two opposite meanings of what respect is. It amounts to respect them and everything bad and disrespectful to us or we have no respect any other names. This includes not one specific culture but numerous ones and I am referring to a different one than referenced in this video. Respect divided into two opposite meanings, ignorance, lack of care, abuse, hate and so many things which our government is permitting to happen and people are losing their physical lives and becoming physically and mentally ill and it is directly related to destroying Canadians living here, killing them to force a message of change of respects and persons need to die to force it.
Identity Attack0.07673789
Insult0.03599453
Profanity0.028230323
Threat0.045895394
Severe Toxicity0.00579834
Low Tox 0.115658075 Constructive 0.83
Aug 28, 2025 Why Canadians Are Turning Against …
My goodness me what a tragedy Canada has become .....
My goodness me what a tragedy Canada has become .....
Identity Attack0.083355546
Insult0.042665333
Profanity0.0113044195
Threat0.00746953
Severe Toxicity0.0036239624
Low Tox 0.11479026 Moderate Con 0.43 Fear_Threat
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Soon they will take over Canada, and merry Christmas will become hor hor Christmas.
Soon they will take over Canada, and merry Christmas will become hor hor Christmas.
Identity Attack0.04538634
Insult0.030375287
Profanity0.019622196
Threat0.023026628
Severe Toxicity0.0043678284
Low Tox 0.11429678 Low Con 0.169 Fear_Threat
Sep 30, 2025 1 likes IRCC Names India in Study …
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be …
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be putting thought into having children and starting families. But the reality is they can't afford it and everyone knows that our young Canadians don't make the list of government handouts. As a child immigrant to Canada, I am absolutely disgusted with what we've turned into and how easy it is for today's immigrants to come here, it's like spitting in the faces of immigrants like my parents and many others who had to work their asses off to be here and make a life for themselves and their kids. Every older generation immigrant I have spoken with says they feel like all of their sacrifice was for nothing. When we immigrated here, we kept our traditions, but we also embraced Canadian traditions and I passed our traditions onto my child, but she was raised Canadian and she embraces both. Our whole family has been proudly Canadian since the day we came here and it breaks our hearts to see what our Canada has become. Love that you put this out on YouTube so more people can wake up to the realities of the state of Canada. Great work!! 🙌
Identity Attack0.042550452
Insult0.05086332
Profanity0.025770858
Threat0.01119791
Severe Toxicity0.0037765503
Low Tox 0.11419344 Constructive 0.837 Personal_Narrative
Aug 25, 2025 18 likes Why Canadians Are Turning Against …
One day Canada will become a very very big colony for india in few years to come 😀
One day Canada will become a very very big colony for india in few years to come 😀
Identity Attack0.10221587
Insult0.029383656
Profanity0.016957775
Threat0.010602405
Severe Toxicity0.004711151
Low Tox 0.1140901 Low Con 0.154
Aug 25, 2025 Why Canadians Are Turning Against …
I don’t get! Why is that the immigrant community who becomes the grand majority always comes from a background where their country is in shambles and want to implement their rules on a country and …
I don’t get! Why is that the immigrant community who becomes the grand majority always comes from a background where their country is in shambles and want to implement their rules on a country and people who took them in ?! I truly don’t get it
Identity Attack0.09576365
Insult0.0314771
Profanity0.019212283
Threat0.0062914654
Severe Toxicity0.0021648407
Low Tox 0.11398677 Moderate Con 0.499 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
In the United States, Canada, Australia, and Europe, ethnic populations are being replaced. Within the next two decades, people with roots in these regions will become a minority. The worst part is that you will …
In the United States, Canada, Australia, and Europe, ethnic populations are being replaced. Within the next two decades, people with roots in these regions will become a minority. The worst part is that you will be walking on eggshells due to cultural differences. All of this can be blamed on liberal politicians who allowed such population replacement. This is a real-world version of the Hunger Games. Good luck, everyone—as Effie from the Hunger Games always says: “May the odds be ever in your favor!
Identity Attack0.0440973
Insult0.0573046
Profanity0.023311393
Threat0.0091524795
Severe Toxicity0.003376007
Low Tox 0.11388343 Constructive 0.514 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
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)

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.