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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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Search comment text, filter by category or toxicity level
Active: "Close the border" 45 comments · Page 2 of 2
Close both borders now and only send people away.
Close both borders now and only send people away.
Identity Attack0.09741807
Insult0.025542418
Profanity0.015693882
Threat0.044925548
Severe Toxicity0.005493164
Low Tox 0.165053 Low Con 0.16 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Ramp it up more , close the border .....
Ramp it up more , close the border .....
Identity Attack0.022188433
Insult0.022706337
Profanity0.0166845
Threat0.064645745
Severe Toxicity0.005645752
Low Tox 0.113263406 Low Con 0.255 Call_To_Action
Dec 27, 2025 Deportations From Canada at Their …
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...
Close the borders asap
Close the borders asap
Identity Attack0.05794714
Insult0.017088935
Profanity0.019895468
Threat0.013217449
Severe Toxicity0.004425049
Low Tox 0.11119666 Low Con 0.282 Call_To_Action
Aug 26, 2025 35 likes Why Canadians Are Turning Against …
Close the borders trump is right
Close the borders trump is right
Identity Attack0.050443888
Insult0.018967867
Profanity0.015079016
Threat0.012285355
Severe Toxicity0.0044059753
Low Tox 0.11088664 Low Con 0.239
Sep 30, 2025 IRCC Names India in Study …
The problem seems started with the liberal’s opening our borders to immigrants bringing in 400+ a year. No housing or jobs for them, so the government (liberals) gave them a free ride on the backs …
The problem seems started with the liberal’s opening our borders to immigrants bringing in 400+ a year. No housing or jobs for them, so the government (liberals) gave them a free ride on the backs of Canadian taxpayers. Time to close the borders for at least 5yrs.
Identity Attack0.062039822
Insult0.027730936
Profanity0.011133623
Threat0.008272167
Severe Toxicity0.0025749207
Low Tox 0.104795754 Moderate Con 0.393 Policy_Critique
Sep 27, 2025 2 likes Why Canadians Are Turning Against …
Globalism. Remove borders, remove regulations. Stuff use ok. Crime. Whatever. Ball for all. Nationalism. Close borders, clamp down on drugs, manufacture inside the country. You said that you wanted to see why. That's why.
Globalism. Remove borders, remove regulations. Stuff use ok. Crime. Whatever. Ball for all. Nationalism. Close borders, clamp down on drugs, manufacture inside the country. You said that you wanted to see why. That's why.
Identity Attack0.01656105
Insult0.02373764
Profanity0.019690514
Threat0.017674083
Severe Toxicity0.003490448
Low Tox 0.103060275 Moderate Con 0.358
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Close the border
Close the border
Identity Attack0.031722516
Insult0.01617693
Profanity0.020646973
Threat0.014393489
Severe Toxicity0.0040245056
Low Tox 0.10089093 Moderate Con 0.348
Jan 15, 2026 Canada’s new rules in 2026
Close the border
Close the border
Identity Attack0.031722516
Insult0.01617693
Profanity0.020646973
Threat0.014393489
Severe Toxicity0.0040245056
Low Tox 0.10089093 Moderate Con 0.348 Call_To_Action
Dec 25, 2025 1 likes Deportations From Canada at Their …
Close the borders. Nobody seems to be employing canadians under 24 anymore
Close the borders. Nobody seems to be employing canadians under 24 anymore
Identity Attack0.04796442
Insult0.01632893
Profanity0.011082385
Threat0.009256045
Severe Toxicity0.0022506714
Low Tox 0.069754265 Low Con 0.15 Economic_Argument
Aug 2, 2025 How Canada broke its immigration …
According to the latest statistics, Between March and October 2017, around 15,000 refugee cases has been claimed on the Canada-US borders, over half of them have been rejected and found not eligible to be referred …
According to the latest statistics, Between March and October 2017, around 15,000 refugee cases has been claimed on the Canada-US borders, over half of them have been rejected and found not eligible to be referred to the Immigration and Refugee Board of Canada (IRB), which is the one to determine whether one is in need of Canada's protection or not. In this period, around 600 Cases were processed by the IRB, and close to 500 were officially accepted. People in the comments are freaking out over these numbers when Canada's economy needs no less than 250K immigrants per year to sustain itself. The system is working fine. Relax.
Identity Attack0.014752249
Insult0.028392024
Profanity0.02973333
Threat0.007094103
Severe Toxicity0.0020503998
Low Tox 0.06500591 Constructive 0.681
Dec 19, 2017 How much do refugees and …
Close the borders.
Close the borders.
Identity Attack0.024198212
Insult0.012604907
Profanity0.012995303
Threat0.010757755
Severe Toxicity0.002412796
Low Tox 0.061444655 Low Con 0.296 Call_To_Action
Feb 19, 2026 2 likes Canadian immigration officers investigating hundreds …
Close the borders.
Close the borders.
Identity Attack0.023997234
Insult0.012566907
Profanity0.012961143
Threat0.010705971
Severe Toxicity0.0023651123
Low Tox 0.061444655 Low Con 0.295 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada should close the borders 100%. No more work visas, no more student visas.
Canada should close the borders 100%. No more work visas, no more student visas.
Identity Attack0.026408968
Insult0.013630914
Profanity0.010091767
Threat0.008401625
Severe Toxicity0.0017929077
Low Tox 0.048842013 Low Con 0.188
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
How about we close the borders for the next 10 years??
How about we close the borders for the next 10 years??
Identity Attack0.013345404
Insult0.009507888
Profanity0.011150704
Threat0.0089712385
Severe Toxicity0.0015544891
Low Tox 0.036870047 Low Con 0.213 Call_To_Action
Jan 11, 2026 41 likes Canada’s new rules in 2026
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone …
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone else. We are a sinking ship at the momment. lets not bring everyone down with it.
Identity Attack0.017264472
Insult0.013478912
Profanity0.010313802
Threat0.007870848
Severe Toxicity0.0011587143
Low Tox 0.036162965 Constructive 0.604 Fear_Threat
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
Until the provinces can build the healthcare and longterm bed infratructure to meet our current demands, the border should be closed. A huge shortage of physicians and no infrastructure has crippled our healthcare system with …
Until the provinces can build the healthcare and longterm bed infratructure to meet our current demands, the border should be closed. A huge shortage of physicians and no infrastructure has crippled our healthcare system with our current population.
Identity Attack0.0040327664
Insult0.0114649
Profanity0.011389818
Threat0.0066668927
Severe Toxicity0.00076293945
Low Tox 0.02249265 Constructive 0.523 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
CANADA MUST CLOSE OUR BORDERS TO THE UNITED STATES NOW!
CANADA MUST CLOSE OUR BORDERS TO THE UNITED STATES NOW!
Identity Attack0.0034797746
Insult0.0009651511
Profanity0.000046964076
Threat0.0004052621
Severe Toxicity0.0000038208505
Low Tox 0.0075434064 Call_To_Action
Dec 9, 2025
Just close the border. We each go our own way.
Just close the border. We each go our own way.
Identity Attack0.00013174806
Insult0.00017121837
Profanity0.000021346621
Threat0.000038713973
Severe Toxicity0.0000021167386
Low Tox 0.000578332
Dec 11, 2025

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.