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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: "They have no rights to …" 837 comments · Page 22 of 34
It's right across Canada. 100% negligence on this Liberal government who allowed it to happen under their watch.
It's right across Canada. 100% negligence on this Liberal government who allowed it to happen under their watch.
Identity Attack0.027614836
Insult0.07396803
Profanity0.012858666
Threat0.006712203
Severe Toxicity0.0021266937
Low Tox 0.13388206 Moderate Con 0.317 Policy_Critique
Feb 22, 2026 Canadian immigration officers investigating hundreds …
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)
Canada finally got a clue. Probably too late. Immigration is NOT a 'right'.
Canada finally got a clue. Probably too late. Immigration is NOT a 'right'.
Identity Attack0.10221587
Insult0.033570543
Profanity0.012038844
Threat0.007249452
Severe Toxicity0.0029754639
Low Tox 0.13388206 Low Con 0.226 Policy_Critique
Feb 16, 2026 Canada's tighter immigration policy divides …
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 …
The worst thing happening in Canada right now.
The worst thing happening in Canada right now.
Identity Attack0.06522302
Insult0.033019636
Profanity0.016069634
Threat0.008738215
Severe Toxicity0.0033187866
Low Tox 0.13041082 Moderate Con 0.302
Nov 15, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
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...
Because we were raised in so much peace and we were protected so much from fighting by the ones who fought the most to get here. Through their protection and confidence that their sacrifice was …
Because we were raised in so much peace and we were protected so much from fighting by the ones who fought the most to get here. Through their protection and confidence that their sacrifice was enough....we were never taught how to fight for our rights. We were fed the lie that their sacrifice was enough. It's sad to see after 100 years all of that blood shed was still not enough. Lest we forget. We have always been treated as a company, but with respect of our growing culture. Now we are treated as a commodity, and being stripped of the culture here and replaced by people from around the world fleeing their own, but wanting to bring it here to our home. By the reverse promise that by leaving their home is going to make it better AND it hasn't and that's clear.
Identity Attack0.01191331
Insult0.06477321
Profanity0.033144772
Threat0.009566744
Severe Toxicity0.0031852722
Low Tox 0.1269396 Constructive 0.756 Identity_Assertion
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
ENOUGH .... why do all " asylum " people .....THROW THEIR PAPERS away before arriving..... Every sovereign nation has the right to "CHOOSE " who they wish to enter the country
ENOUGH .... why do all " asylum " people .....THROW THEIR PAPERS away before arriving..... Every sovereign nation has the right to "CHOOSE " who they wish to enter the country
Identity Attack0.083355546
Insult0.028832749
Profanity0.0137468055
Threat0.009281937
Severe Toxicity0.0037956238
Low Tox 0.1269396 Moderate Con 0.331
Dec 24, 2025 1 likes Deportations From Canada at Their …
Listen, immigration has always been a strength in this country but bringing millions of immigrants at the same time into a country made no sense. Trudeau's government should be ashamed but they'll never take responsibility …
Listen, immigration has always been a strength in this country but bringing millions of immigrants at the same time into a country made no sense. Trudeau's government should be ashamed but they'll never take responsibility for their mistakes. Now everything is messed up and it's going to take years to fix. Unfortunately these TFWP programs all need to stop - Canada is broken right now.
Identity Attack0.052490227
Insult0.060927123
Profanity0.013712646
Threat0.0071847234
Severe Toxicity0.0025367737
Low Tox 0.12520397 Constructive 0.562 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
If someone scam the system, why those have the right to appeal???
If someone scam the system, why those have the right to appeal???
Identity Attack0.0048837173
Insult0.053791173
Profanity0.032142747
Threat0.008841781
Severe Toxicity0.0021076202
Low Tox 0.12520397 Low Con 0.275
Dec 25, 2025 1 likes Deportations From Canada at Their …
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality …
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality this is not legitimate immigrants. It's unlawful what the govt has done and therefore these people are immigrants under cover of law. Or color of law. It's defacto. I call them illegal migrants. Most are not doctors or engineers or trades people even. Most are young men from 19 to their 30's. According to Investigative Journalist Joshua Philipp of the Epoch Times, Through visiting Darian gap, he found UN tents helping illegal migrants to get to the US. But they had to pass through cartel territory. They had to pay the cartels a fee or die or be raped or both. Yes it's brutal some things but apparently before Obama left office he signed an international agreement to import people globally from mostly Islamic countries and create open borders. We see Chinese, and many people from different parts of South America and even Africa crossing to the US. A lot of whom end up in Canada. So before they cross into the US they toss their IDs Especially if they are from countries that are flagged by the US as questionable or terrorist possibilities. So this leads to a lot coming to Canada. I'm sure you heard of Roxham Rd crossing? It's officially closed but people still cross into Canada from the US going through there. There's also piles of IDs at that border crossing also. Anyways these open border policies has cut out in depth screening so we really don't know who is in Canada as true asylum seekers or immigrants. To add to this complexity, over 300,000 Canadian travel documents have been stolen from CBSA Canadian Border Services Agency. 280,000 of those were blank Canadian passports. SO we really don't know who's walking on Canadian soil. This was confirmed by Luc Sabourin a former CBSA agent. He got forced out because he was asking the right questions and giving the right evidence. Here's the interview with Joshua and the interview with Luc. Have a watch n listen. https://www.youtube.com/watch?v=obgZ-Oh6Es0&t=4s https://www.youtube.com/watch?v=QdIjTSAzUXE&t=91s JamCan I'm with you 100% you are right on the money ! Great work.
Identity Attack0.09162762
Insult0.05027775
Profanity0.023516348
Threat0.0077284453
Severe Toxicity0.0034332275
Low Tox 0.123468354 Constructive 0.797
Aug 26, 2025 Why Canadians Are Turning Against …
The man on the bike is right!! lmao!!
The man on the bike is right!! lmao!!
Identity Attack0.0073995716
Insult0.029493837
Profanity0.08322773
Threat0.011612174
Severe Toxicity0.00667572
Low Tox 0.121732734 Low Con 0.292 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
TFW completely destroyed the Canadian job market. Canadian companies would rather use the program than hire local Canadian workers or young workers who are looking for there first job opportunity and gain experience. I respect …
TFW completely destroyed the Canadian job market. Canadian companies would rather use the program than hire local Canadian workers or young workers who are looking for there first job opportunity and gain experience. I respect immigrants who come to Canada, contribute to the community and economy and are willing to leave their culture in the past and adapt to our culture and language. I don’t respect immigrants who refuse to adapt to our language and culture. You’re in Canada, it’s either English and French, stop speaking Punjabi everywhere because we all can’t stand it, especially in businesses. Canada has a major immigration problem at this point. It’s not racist when it’s true. The truth is on film and everyone sees it. Canadians deserve better than what is happening right now. All we want is opportunities and opportunities to buy homes and have families. But the Canadian government would rather bend over to the Punjabi’s. What a disgrace!!
Identity Attack0.07508347
Insult0.04910661
Profanity0.014293353
Threat0.007870848
Severe Toxicity0.002784729
Low Tox 0.121732734 Constructive 0.654 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Who is going to talk about how Canada is complicit in Israel's genocide. The same people who help carry out the genocide in Palestine also run the Government of Canada. its not a co-incidence as …
Who is going to talk about how Canada is complicit in Israel's genocide. The same people who help carry out the genocide in Palestine also run the Government of Canada. its not a co-incidence as soon as Carney steeped onto the scene Poilievre all but admitted out right defeat. he knew what was happening. that the powers that be had pulled support for him. The same powers run the news papers and media in Canada.
Identity Attack0.09328204
Insult0.03312982
Profanity0.011970525
Threat0.012699619
Severe Toxicity0.0037002563
Low Tox 0.12086493 Moderate Con 0.378
Jun 22, 2025 How Canada broke its immigration …
Yes that's right trudeau called Us and now disrespecting
Yes that's right trudeau called Us and now disrespecting
Identity Attack0.00899048
Insult0.0623257
Profanity0.013405213
Threat0.007068211
Severe Toxicity0.0016975403
Low Tox 0.119997114 Moderate Con 0.406 Policy_Critique
Jan 1, 2026 Inside Canada's Indian Metropolis (Brampton)
IVE BEEN WAITING FOR THIS VID FOR SO LONG OMG I LIVE LEGIT RIGHT BESIDE BRAMPTON
IVE BEEN WAITING FOR THIS VID FOR SO LONG OMG I LIVE LEGIT RIGHT BESIDE BRAMPTON
Identity Attack0.011099357
Insult0.021546122
Profanity0.07482228
Threat0.013321015
Severe Toxicity0.008506775
Low Tox 0.11912931 Moderate Con 0.324 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is irrelevant as even if the government decides to act and remove them, Which, given their ideology is highly unlikely. The courts will over-rule them and decide the illegals have more rights to stay …
This is irrelevant as even if the government decides to act and remove them, Which, given their ideology is highly unlikely. The courts will over-rule them and decide the illegals have more rights to stay than Canadians have rights to defend the country and deport them.
Identity Attack0.10221587
Insult0.03235855
Profanity0.013234417
Threat0.026479885
Severe Toxicity0.0035858154
Low Tox 0.11739369 Low Con 0.272 Policy_Critique
Jan 16, 2026 2.9 million Canadian temporary visas …
India? How about Sihks. Get it right.
India? How about Sihks. Get it right.
Identity Attack0.10221587
Insult0.026315894
Profanity0.022628209
Threat0.011508608
Severe Toxicity0.0049972534
Low Tox 0.11652588 Low Con 0.204
Sep 30, 2025 IRCC Names India in Study …
Keep raising the number of deportations and we'll be on the right track.
Keep raising the number of deportations and we'll be on the right track.
Identity Attack0.062039822
Insult0.021352753
Profanity0.012892825
Threat0.012440704
Severe Toxicity0.0034332275
Low Tox 0.11652588 Moderate Con 0.406 Call_To_Action
Dec 30, 2025 Deportations From Canada at Their …
We want immigration to DO THEIR JOB!!! I will tell you right now cause I've seen it over and over. You have a couple of them move into a place and within a week their …
We want immigration to DO THEIR JOB!!! I will tell you right now cause I've seen it over and over. You have a couple of them move into a place and within a week their is20 of them living in there!!!. ......interesting......hmmm
Identity Attack0.09576365
Insult0.027476108
Profanity0.015523086
Threat0.0069387536
Severe Toxicity0.0027656555
Low Tox 0.11652588 Constructive 0.591
Sep 8, 2025 Why Canadians Are Turning Against …
As a Ukrainian: we don’t have any refugee status. And we hardly worked since we got here. We almost got on streets because we couldn’t find jobs (miracle from Heaven that we found) If you’re …
As a Ukrainian: we don’t have any refugee status. And we hardly worked since we got here. We almost got on streets because we couldn’t find jobs (miracle from Heaven that we found) If you’re gonna protest: and I will be deported with all others- I don’t mind. You have total right for it. I wish I knew all this before we came…
Identity Attack0.073429056
Insult0.026058068
Profanity0.022354934
Threat0.01238892
Severe Toxicity0.0037574768
Low Tox 0.11398677 Constructive 0.689 Personal_Narrative
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
As a Canadian, this is all right, its hard for us to get jobs here you know why? They ask you if you speak punjabj, which alot of us DONT, please stop hoarding our country.
As a Canadian, this is all right, its hard for us to get jobs here you know why? They ask you if you speak punjabj, which alot of us DONT, please stop hoarding our country.
Identity Attack0.055673428
Insult0.045593183
Profanity0.015215653
Threat0.0066733654
Severe Toxicity0.0023651123
Low Tox 0.11388343 Constructive 0.668 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
If Canadian businesses don't want to pay decent wages to Canadian citizens, they have no moral right to exist.
If Canadian businesses don't want to pay decent wages to Canadian citizens, they have no moral right to exist.
Identity Attack0.07921951
Insult0.033790905
Profanity0.0118338885
Threat0.008841781
Severe Toxicity0.0025367737
Low Tox 0.11378009 Low Con 0.239 Moral_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
7:27 I read that article fully and it also said: “While nearly half of those surveyed said they felt quality of life in Canada’s fastest-growing big city had decreased in the past three years, 79 …
7:27 I read that article fully and it also said: “While nearly half of those surveyed said they felt quality of life in Canada’s fastest-growing big city had decreased in the past three years, 79 per cent of residents rated quality of life in Brampton as good or very good.” So the quality of life decrease is minimal and the article cites public safety, crime, and affordability of housing as concerns, but doesn’t specify Indian immigration as being the reason nor the racist implications that Tyler is trying to get at.. This is a classic correlation doesn’t mean causation example. If you read further into that article, people generally say that the quality of life is overall better compared to their survey in 2019. Straight up, Tyler here is cherry-picking data as a means of pushing the right wing narrative that Indians are bad and fueling hatred for them when the real reason is lack of better reform or change from the Canadian govt and Canadas corporations. Not that different from the US tbh.
Identity Attack0.1015541
Insult0.03827355
Profanity0.01402008
Threat0.0072235605
Severe Toxicity0.002670288
Low Tox 0.11378009 Constructive 0.673
Jan 27, 2026 3 likes 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.