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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: "This was such a powerful …" 220 comments · Page 7 of 9
15:10, The liberal government is facilitating a social invasion to remain in power. They provide benefits to certain groups and say, "We, the liberals, did this for you. Vote for us, or you'll lose everything." …
15:10, The liberal government is facilitating a social invasion to remain in power. They provide benefits to certain groups and say, "We, the liberals, did this for you. Vote for us, or you'll lose everything." This initiative began in 2015 under the leadership of Justin Trudeau, who is often perceived as a puppet of the World Economic Forum (WEF). Your vote is overshadowed by the large cities that are controlled by liberals. If you want a glimpse of Canada, look at what's happening in England right now. If nothing changes, that could be the future of this country!💯
Identity Attack0.027815815
Insult0.07555214
Profanity0.019690514
Threat0.00789674
Severe Toxicity0.0025367737
Low Tox 0.14429577 Constructive 0.639 Unverified_Claim
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
To be so lenient on passport distribution opens up the floodgates to criminals worldwide. We need Trump policies here sounds like Trudeau is still in Power.
To be so lenient on passport distribution opens up the floodgates to criminals worldwide. We need Trump policies here sounds like Trudeau is still in Power.
Identity Attack0.0076585566
Insult0.07808672
Profanity0.01220964
Threat0.008272167
Severe Toxicity0.0019836426
Low Tox 0.13908891 Moderate Con 0.346
Jan 14, 2026 Canada’s new rules in 2026
8:56 Hanuman (aka sun wukong when he or his descendant was brought to heel later by the Buddha) Is a representation of the Dravidian inhabitants gods pantheon pre arrival of the civilizing ones (their words …
8:56 Hanuman (aka sun wukong when he or his descendant was brought to heel later by the Buddha) Is a representation of the Dravidian inhabitants gods pantheon pre arrival of the civilizing ones (their words not mine) the biker horse lords who came and brought the Sanskrit language and all it’s layered sound vibrational pattern and it’s related pantheon to the sub continent This is why he bowed down to Rama wisdom and power
Identity Attack0.10221587
Insult0.056719027
Profanity0.038906425
Threat0.01086132
Severe Toxicity0.0074386597
Low Tox 0.123468354 Moderate Con 0.401
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Game over by Justin Trudeau. Liberals should be out of power.
Game over by Justin Trudeau. Liberals should be out of power.
Identity Attack0.045901958
Insult0.054962315
Profanity0.013678487
Threat0.011974656
Severe Toxicity0.0026512146
Low Tox 0.12086493 Low Con 0.174 Policy_Critique
Feb 23, 2026 LILLEY UNLEASHED: The fall of …
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 …
Stop spending money til they start hiring canadians. we hold the power. go without for now, save your money
Stop spending money til they start hiring canadians. we hold the power. go without for now, save your money
Identity Attack0.084182754
Insult0.03070583
Profanity0.012585391
Threat0.010654188
Severe Toxicity0.0031852722
Low Tox 0.115658075 Moderate Con 0.344 Call_To_Action
Jan 6, 2026 185 likes Canada’s new rules in 2026
These politicians will do anything for votes they don’t care one bit about the country all they worry about is lining their pockets with tax dollars and power
These politicians will do anything for votes they don’t care one bit about the country all they worry about is lining their pockets with tax dollars and power
Identity Attack0.007843546
Insult0.06250052
Profanity0.019690514
Threat0.0065956907
Severe Toxicity0.0019264221
Low Tox 0.1140901 Low Con 0.211 Policy_Critique
Feb 27, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
If the liberals stay in power much longer Canadians will be asylum seekers themselves.
If the liberals stay in power much longer Canadians will be asylum seekers themselves.
Identity Attack0.07508347
Insult0.036435258
Profanity0.012414595
Threat0.007922632
Severe Toxicity0.002412796
Low Tox 0.11398677 Low Con 0.203 Fear_Threat
Feb 25, 2026 'We do know that there's …
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what …
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what 'used' to be a balanced multicultural way of life - is now being completely replaced by, majority led, india and a select handful of a few other nations - philippines, nigeria, bangladesh and some middle eastern nations. most of these nations - minus the philippines - have very different values and laws from the west. gender inequality, caste systems and not to mention religious / secular conflicts. racism is also incredible in those nations - again, minus the philippines. the only reason i include the philippines on this list as well is because their numbers are also very high in terms of the recent immigration scams but still not as high as india - who by large is the biggest scammer by a mile. these nations export canadian capital to their home nations and recycle the cash and bring in more of their own people. it is blatant soft power take over of canada without firing a single shot. canadians need to wake up and bring back balanced immigration. i will never accept sharia law, caste systems of gender inequality in canada but it is already here and their population is hundreds to thousands of times more than canada and they are already establishing incredibly strong roots here.
Identity Attack0.10221587
Insult0.039737478
Profanity0.016342908
Threat0.007081157
Severe Toxicity0.00333786
Low Tox 0.11398677 Moderate Con 0.434
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
New Zealand turning into India it's because the country India is becoming an economic power house and countries and doing deals with India and part of the deal is mass indian immigration into that country
New Zealand turning into India it's because the country India is becoming an economic power house and countries and doing deals with India and part of the deal is mass indian immigration into that country
Identity Attack0.10815793
Insult0.025155678
Profanity0.023106437
Threat0.008336896
Severe Toxicity0.003643036
Low Tox 0.11316007 Low Con 0.3 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If the Liberals stays in power for another 4 years, I can not imagine what people would suffer by then.
If the Liberals stays in power for another 4 years, I can not imagine what people would suffer by then.
Identity Attack0.028886627
Insult0.028392024
Profanity0.016411226
Threat0.036839653
Severe Toxicity0.0031089783
Low Tox 0.11305673 Moderate Con 0.365
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Let me use this opportunity to bring awareness to the oppression of Tibetans. No, I am not talking about the Tibetans in China. I am talking about Tibetans in occupied South Tibet, which was annexed …
Let me use this opportunity to bring awareness to the oppression of Tibetans. No, I am not talking about the Tibetans in China. I am talking about Tibetans in occupied South Tibet, which was annexed by India in 1951 and made a state by India in 1987 to become the so-called Arunachal Pradesh. South Tibet includes Tawang, birthplace of the Sixth Dalai Lama and home to a four-hundred-year-old Tibetan Monastery. The Tibetans in occupied South Tibet are fast becoming strangers in their own native homeland because the Indian government is settling Indians in the region to change the demographic structure of the area and trashing the place just like the Indians did in India or in Canada. The Indians like to mock them, calling them Chinese as a form of insult (sometimes using slurs such as the C* word or the M* word). Rape by Indians in occupied South Tibet is a major source of anger among the locals toward the thuggish Indian occupiers. Another thing is that India doesn't trust the locals and likes to accuse them of being Chinese spies if they don't display enough loyalty to the Indian occupier. This area is tightly controlled by India, with limited access to the outside world. In 2014, a Tibetan Chinese called Nido Tania went to Delhi and was beaten to death because he looked 'Chinese'. His case was hardly an isolated one. Northeasterners in India have for years endured racial hatred by the Indian people. They have held demonstrations in New Delhi, but not much has changed. On December 9, 2025, a Chinese-looking youth from the north-east Indian state was murdered by racist Indian thugs. The thugs mocked him with racist taunts like "CHINKI, MOMO, CHINESE," etc., and then the youth was mercilessly beaten to death. This is not the first nor will it be the last case of racism against the north eastern people living under New Delhi's oppression. No killer or rapist of the northeastern people has ever been brought to justice. The Indian political leadership does nothing more than produce hollow words of sympathy: "I AM VARY VARY SAARY!" There was not even a single word of support or remorse from the high priest of the Bar-Rat hindu empire: Modi. The greatest irony and shameless hypocrisy of India and Indians is that the murdered youth's father is serving in the Indian Border Security Force and deployed along the border with China. He is fighting against China for a country that is ready to kill him and his family for looking Chinese. Some years back, yet another rape case by Indian soldiers occurred in Bomdila, South Tibet. The local police detained the two suspects, and the Indian military, fearing that the two suspects would be lynched, stormed the police station, vandalized it, and rescued the two suspects. This leads to massive protests by the local people. Eventually, the unrest caught the attention of New Delhi, and India flew in the defense minister to Bomdila to make a show of force to suppress the protests. Today, South Tibet is restless, and India knows it. This is the reason a law called the AFSPA (Armed Forces Special Power Act) is imposed on South Tibet. AFSPA gives the state the power to detain or kill anyone with impunity. No due process is needed. AFSPA is imposed on areas India deems restless, such as South Tibet and Kashmir. It is a law meant to suppress dissent and instill fear among the populace. The Tibetans in occupied South Tibet are voiceless people because they are not the right kind of Tibetans, so their plight is ignored by the Western world. I have yet to hear from the Western media any concern for the human rights abuses of the Tibetans in occupied South Tibet by India. P.S. I am using the word Tibetan as an umbrella term to include the various Sino-Tibetan Burmese people (Monpa, Abotani (called Lhotba on the Chinese side),..etc. The Sixth Dalai Lama was a Monpa) in South Tibet. The Sixth Dalai Lama is known for his many love poems and romantic escapades outside the Potola Palace. Sadly, his hometown, Tawang, is now under India's occupation since 1951. The Tawang Monastery is the last major frontier monastery before the area merged into the tribal region. It historically enjoyed a close relation with the Beijing central government. Free South Tibet (so-called Arunachal Pradesh) from India.
Identity Attack0.10221587
Insult0.032028005
Profanity0.024951037
Threat0.015947454
Severe Toxicity0.00415802
Low Tox 0.112643376 Constructive 0.594 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out …
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out to modify some of the immigration laws that will give back the power, the benefit, and advantage to a natural born Canadian. 800 thousand foreigners coming in in the last three months? What’s with that? That’s so shocking. Looks like a legalized invasion/occupation. I’m like you, I was a legal immigrant from Asia in the late 70s retired now and love my great state of Indiana. My family has been here for almost 50 years fully acculturated to the values and culture of American life with my husband and two grown boys. This is my adopted beloved country now. I am everything that it is about. I still know how to speak my birth language only when I go home for vacation. I don’t use it even to speak to a fellow Asian when I see that an English speaking native born American is within ear’s reach. That young lady might be dead with brain tumor before she gets her MRI. That’s unacceptable. Here you go to the ER and if you need an MRI you get admitted and most like have it the next day. Or Y
Identity Attack0.06294931
Insult0.035443626
Profanity0.01982715
Threat0.0074436385
Severe Toxicity0.0029945374
Low Tox 0.11192002 Constructive 0.824
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I wonder what will happen to the politicians when chaos ensues. I suppose that doesnt include alberta or those not in power. Yes its thr gov. They are the absolute enemy
I wonder what will happen to the politicians when chaos ensues. I suppose that doesnt include alberta or those not in power. Yes its thr gov. They are the absolute enemy
Identity Attack0.014551271
Insult0.04442204
Profanity0.01490822
Threat0.011172019
Severe Toxicity0.0020599365
Low Tox 0.11181668 Moderate Con 0.358
Aug 26, 2025 Why Canadians Are Turning Against …
Canada Border Security needs to be powered like ICE to root out n boot out the abusers of the so-called student permits .
Canada Border Security needs to be powered like ICE to root out n boot out the abusers of the so-called student permits .
Identity Attack0.016762028
Insult0.056133457
Profanity0.013063621
Threat0.021472665
Severe Toxicity0.0028800964
Low Tox 0.11171334 Low Con 0.275
Nov 5, 2025 IRCC Names India in Study …
As a Brit, my perception of Canada only ten years ago was of lumberjacks, pine forrests, maple syrup and generally just being a cleaner, more orderly version of America. Now when I think of Canada …
As a Brit, my perception of Canada only ten years ago was of lumberjacks, pine forrests, maple syrup and generally just being a cleaner, more orderly version of America. Now when I think of Canada I think of Sikhs and Hindus. Mindblowing how quickly things can change (if the powers that be facilitate it!)
Identity Attack0.08500996
Insult0.03136692
Profanity0.015864678
Threat0.007197669
Severe Toxicity0.0030708313
Low Tox 0.11078331 Constructive 0.56 Identity_Assertion
Oct 3, 2025 97 likes Inside Canada's Indian Metropolis (Brampton)
As Canadians we must mobilize . our enemy has many faces, the 1st face of our enemy is known as democracy especially our democracy in Canada, if we remove the people in power we can …
As Canadians we must mobilize . our enemy has many faces, the 1st face of our enemy is known as democracy especially our democracy in Canada, if we remove the people in power we can then fight our 2nd enemy called law enforcement then those of us who are lucky to still be alive can then fight the 3rd face called immigration. This isnt easy and many of us will die but we must do things for the greater good and this war will be long. As European descendants we must always remember the fact that our forefathers never left home soil voluntarily they were kicked out and sent here as so called criminals. They built the country to what it was up until the 1980s then the soft Canadians who only survived thanks to the strong and brave decided wokeness needed to happen and thus here we are today
Identity Attack0.04512853
Insult0.0350029
Profanity0.015386449
Threat0.020782012
Severe Toxicity0.0030899048
Low Tox 0.1104733 Constructive 0.612 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Kalistan is a separatist movement with in the Sikh community, kalistan are the old school traditionalists, wile the others are modern day moderates. it's a political/money/ power thing.
Kalistan is a separatist movement with in the Sikh community, kalistan are the old school traditionalists, wile the others are modern day moderates. it's a political/money/ power thing.
Identity Attack0.083355546
Insult0.03235855
Profanity0.023106437
Threat0.009048914
Severe Toxicity0.0029945374
Low Tox 0.11036996 Moderate Con 0.341 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Unfortunately, these problems will never end as the voting populous wants liberals in power. The old Canada will never return
Unfortunately, these problems will never end as the voting populous wants liberals in power. The old Canada will never return
Identity Attack0.051580742
Insult0.0350029
Profanity0.011782649
Threat0.007935578
Severe Toxicity0.002040863
Low Tox 0.10913446 Low Con 0.243 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
It is incredible how some people overlook the fact that the Indian community is a pillar of the Canadian economy. If this community stopped working for just 24 hours, Canada would literally stall. Indian students …
It is incredible how some people overlook the fact that the Indian community is a pillar of the Canadian economy. If this community stopped working for just 24 hours, Canada would literally stall. Indian students alone contribute over $22 billion annually to the economy, effectively subsidizing the entire Canadian higher education system. In the healthcare sector, immigrants make up nearly 37% of physicians and 43% of pharmacists, with a massive percentage coming from the Indian diaspora. They are the ones keeping the clinics and pharmacies open for everyone. ​The impact stretches into every part of daily life, as over 56% of transport companies and 53% of restaurants are immigrant-run. Without them, grocery shelves would be empty and the supply chain would collapse. Furthermore, nearly half of the tech and software design sector is powered by the immigrant community. Beyond labor, some of the wealthiest people and biggest job creators in Canada are of Indian origin, such as David Cheriton and Prem Watsa, who have invested billions into the country. The Indian community isn't just visiting Canada; they are building, funding, and healing it every single day.
Identity Attack0.07921951
Insult0.03136692
Profanity0.016411226
Threat0.0067834044
Severe Toxicity0.0025367737
Low Tox 0.10609736 Constructive 0.704 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The funny part is that any of you think somethings going to change. We’re on a not so slow descent into the destruction of the country and nothings going to change that, the powers that …
The funny part is that any of you think somethings going to change. We’re on a not so slow descent into the destruction of the country and nothings going to change that, the powers that be want the west to fall too much
Identity Attack0.019073274
Insult0.02708937
Profanity0.02392626
Threat0.012596053
Severe Toxicity0.0025177002
Low Tox 0.103494145 Low Con 0.131
Oct 6, 2025 IRCC Names India in Study …
Some politicians needed new votes to stay in power, so they opened wide the doors, inviting them and giving them benefits (paid for by taxpayers) without giving a dam that Canada was already in a …
Some politicians needed new votes to stay in power, so they opened wide the doors, inviting them and giving them benefits (paid for by taxpayers) without giving a dam that Canada was already in a housing crisis, Canada HAS to turn the "NO VACANCY" light on and send a bunch back. And before any governments send $$$ care packages to another country, Canadians should be asked if yes or no and about how much, NOT the governments. They are there to work FOR us not us for them!
Identity Attack0.014249804
Insult0.038566336
Profanity0.055940874
Threat0.0065697995
Severe Toxicity0.0027275085
Low Tox 0.102192536 Constructive 0.54 Policy_Critique
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
STOP SPREADING HATE — CANADA IS FOR EVERYONE!” So what if the Indian population is growing? We’re all immigrants or descendants of immigrants — that’s the truth! People come here to study, to work hard, …
STOP SPREADING HATE — CANADA IS FOR EVERYONE!” So what if the Indian population is growing? We’re all immigrants or descendants of immigrants — that’s the truth! People come here to study, to work hard, to build businesses, to pay taxes, and to make this country stronger, just like every generation before them. So stop pointing fingers. This is our Canada, built by all of us, together. Diversity isn’t the problem — it’s our power. 💪
Identity Attack0.053399716
Insult0.026831545
Profanity0.012722028
Threat0.0066733654
Severe Toxicity0.0020694733
Low Tox 0.10175867 Constructive 0.653 Solidarity
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 country might not be good, because of countries, society mentality…………. One Example ; a-lot people in the USA are strong guns advocate, if Canada only get people from the US and because the majority of Americans love their guns, they may advocate to have more guns freedom in Canada and teach their children guns loving mentality. So it is probably best to mix individual from various country to minimize this outcome. ………………. In any case immigration are very important for countries whom don’t make a lot of babies, to survive and stay strong in today’s world where weak countries are getting crushed by strong countries……………… what make countries strong is their population, where government take taxes to pay and buy defensive guns to defend a country without the need to go into dept and sell its soul to powerful countries. I did not go to any university and yet I was able to understand this …
Identity Attack0.04151922
Insult0.030595649
Profanity0.016342908
Threat0.013372798
Severe Toxicity0.0030517578
Low Tox 0.1013248 Constructive 0.579
Jul 20, 2025 How Canada broke its immigration …
Lived in Brampton 20 years ago and was bad then…can’t even imagine what it is like now…Canada is finished…and it’s by design…Liberals want to be in power forever
Lived in Brampton 20 years ago and was bad then…can’t even imagine what it is like now…Canada is finished…and it’s by design…Liberals want to be in power forever
Identity Attack0.021585498
Insult0.03511308
Profanity0.013302735
Threat0.0077154995
Severe Toxicity0.002155304
Low Tox 0.09958932 Moderate Con 0.411 Fear_Threat
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.