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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: "What is the solution to …" 91 comments · Page 3 of 4
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To …
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To make matters worse, this fellow then makes a dishonest claim himself. The 817,000 arrivals during the first three months of 2025, that he claims is not immigration, but a population bomb. He's not telling you that this figure is not reflective of people seeking to remain in Canada permanently. The figure includes student visas, work permit holders including work permit extensions: many of these people will benefit Canada and then go back to their countries. If you look at the FAR more relevant figures for actual population growth, they show that the population will grow MUCH more slowly in 2025 than it did in 2024. I'm disappointed that the person who made this video did not see fit to provide real context to all this anti-immigrant sentiment. Inflating the problem is dangerous. The economic hurt is real, but throwing into the mix completely misleading figures about how fast the population is growing only serves to weaponize the pain being felt from the economy, against immigrants. We can't have a lucid conversation about the problem and the solutions, if the medium is this non-existent standard for fact-checking. Channel owner, please do better.
Identity Attack0.019274252
Insult0.059061307
Profanity0.017845914
Threat0.0084793
Severe Toxicity0.0024795532
Low Tox 0.11202335 Constructive 0.773 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
It’s the bash the liberal show here. not one comment shows a solution to the perceived problem. Well, I got one for you. PP is a mini Trump. Let’s have more heroes, floor crossers., that’s …
It’s the bash the liberal show here. not one comment shows a solution to the perceived problem. Well, I got one for you. PP is a mini Trump. Let’s have more heroes, floor crossers., that’s my solution to PP.
Identity Attack0.010951365
Insult0.05262003
Profanity0.014293353
Threat0.010809537
Severe Toxicity0.0024414062
Low Tox 0.11181668 Moderate Con 0.362 Meta_Commentary
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The problem is the taxpayers pay for other peoples benefits plus the problem is the people voted for their own downfall, third the solutions are to not vote blindly and to start businesses so their …
The problem is the taxpayers pay for other peoples benefits plus the problem is the people voted for their own downfall, third the solutions are to not vote blindly and to start businesses so their are more jobs to fill, sell to the migrants.
Identity Attack0.062039822
Insult0.031807642
Profanity0.012141321
Threat0.007029374
Severe Toxicity0.0018596649
Low Tox 0.11109332 Moderate Con 0.431 Economic_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
Simple solution = bring in ICE and cleanup Canada! NOW
Simple solution = bring in ICE and cleanup Canada! NOW
Identity Attack0.034042787
Insult0.024768941
Profanity0.013029462
Threat0.049774777
Severe Toxicity0.0065994263
Low Tox 0.11088664 Low Con 0.161 Call_To_Action
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Here is the reason: broken families, drugs, drunkenness, failure to use the education system to their advantage (college, university). Solution: start with proper parental enforcement and sticking together as a family through thick and thin.
Here is the reason: broken families, drugs, drunkenness, failure to use the education system to their advantage (college, university). Solution: start with proper parental enforcement and sticking together as a family through thick and thin.
Identity Attack0.010433395
Insult0.037395194
Profanity0.012448754
Threat0.0076119336
Severe Toxicity0.0018882751
Low Tox 0.10522962 Moderate Con 0.379 Moral_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
The strategy of corporations exploiting illegal labour practices are never going to go away since it encourages cheap labour without any benefits is a huge leverage for the companies and the government and of course …
The strategy of corporations exploiting illegal labour practices are never going to go away since it encourages cheap labour without any benefits is a huge leverage for the companies and the government and of course the last but not the least steps like these are not solutions for the unemployed local workers but a huge excuse for the so called organisations to open a huge black market for the illegals even more with higher rates of shipping the possible jobs abroad
Identity Attack0.06294931
Insult0.029163294
Profanity0.013985921
Threat0.0071070488
Severe Toxicity0.0021076202
Low Tox 0.10089093 Moderate Con 0.433 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
Two Solutions: 1- Must remove asylum seekers quicker, 6 months? 2- THe Supreme Cpourt, unelected and appointed must stop MAKING LAWS, the job of our Elected Representatives.
Two Solutions: 1- Must remove asylum seekers quicker, 6 months? 2- THe Supreme Cpourt, unelected and appointed must stop MAKING LAWS, the job of our Elected Representatives.
Identity Attack0.023997234
Insult0.021417208
Profanity0.012243799
Threat0.02682521
Severe Toxicity0.0032806396
Low Tox 0.09525062 Moderate Con 0.384 Policy_Critique
Feb 26, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
there is a simple solution. create a federal or provincial standardize test equivalent to what they should have. if they didn't pass, don't issue the visa. i have studied indian students. almost 99% them would …
there is a simple solution. create a federal or provincial standardize test equivalent to what they should have. if they didn't pass, don't issue the visa. i have studied indian students. almost 99% them would not be able to come. trust me
Identity Attack0.068465814
Insult0.019483518
Profanity0.015454767
Threat0.008168601
Severe Toxicity0.00207901
Low Tox 0.09351514 Moderate Con 0.496
Oct 1, 2025 1 likes IRCC Names India in Study …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. Unless there's a leader in your country exactly expertised capitalism and figures that way a new economic model which determines a soul of New Canada? And that extremely justice a fair communication English profiles in Canadian community which everyone loves and accepts in conditions every races old residents new immigrants feel that comfortable no one argues about.
Identity Attack0.020781586
Insult0.035443626
Profanity0.016821137
Threat0.006757513
Severe Toxicity0.0021839142
Low Tox 0.09033044 Constructive 0.712 Comparative_Framing
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
COVID! Stop using it as excuse instead come up with solutions!
COVID! Stop using it as excuse instead come up with solutions!
Identity Attack0.0035332954
Insult0.022190686
Profanity0.015386449
Threat0.0086087575
Severe Toxicity0.0024414062
Low Tox 0.08241652 Low Con 0.221 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
Instead of relying on immigration, Canada should focus on innovation — create robots, invest in R&D, and encourage its own population to have more children. Solving the labour shortage domestically is a long-term solution. Bringing …
Instead of relying on immigration, Canada should focus on innovation — create robots, invest in R&D, and encourage its own population to have more children. Solving the labour shortage domestically is a long-term solution. Bringing in large numbers of people from 3rd world countries won’t fix the real issues — it may even harm the system over time. Speaking as an Indian, I can say that many of our people don’t adapt to the host country’s culture or values; instead, they often bring the same mindset that created problems back home. Look at India — poor infrastructure, declining quality of life, and a government more focused on propaganda than progress. Importing that mentality, even among the so-called “educated,” won’t benefit Canada. Core values and a willingness to evolve matter far more than degrees. Your govt should also stop permit or spending public money on building temples, mosques, or any religious structures. Why do we even need them? Faith is a personal matter — keep your beliefs and celebrations at home. Things starts with these things only.
Identity Attack0.050443888
Insult0.027841117
Profanity0.013302735
Threat0.007365964
Severe Toxicity0.0021076202
Low Tox 0.081625134 Constructive 0.682
Oct 10, 2025 IRCC Names India in Study …
That was modi 's solution to India job crisis send everyone to UK,US,Canada,Australia,europe
That was modi 's solution to India job crisis send everyone to UK,US,Canada,Australia,europe
Identity Attack0.04667538
Insult0.023866551
Profanity0.013678487
Threat0.009385503
Severe Toxicity0.002708435
Low Tox 0.07845957 Low Con 0.201 Comparative_Framing
Feb 23, 2026 Canadian immigration officers investigating hundreds …
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more …
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more labor should be less taxed. BYE CANADIAN Only. HI TAX for imported goods. * Build thousands condominiums by government and rent them to low income people. Decentralized from major cities. * Lower the TAX like USA * Implement Health insurance like USA. Easy Medical loan who needed. * Women should be encouraged to take babies and raise kids for population growth. Increase child benefits and handsome pregnancy award to give birth. Maternity benefits for 3 years. * Culture is freedom of choice on one hand and it should be practiced in private places or in closed boundaries. There should not be any national culture or majority culture. All should respect each other and don't try to impose anything to others. So no public display or disturbances by culture issues. * Omitting bilingual system of English French. It's very stupidity. In office or workplaces ONLY English Please. Quebec only French. Not both. Government language only English. In private places you speak anything but outside only English. It could be broken English but English. It's important. The solutions are in front of us, government don't want to act
Identity Attack0.0233943
Insult0.028171662
Profanity0.014054239
Threat0.0067186756
Severe Toxicity0.002298355
Low Tox 0.075294 Constructive 0.684 Policy_Critique
Sep 15, 2025 Why Canadians Are Turning Against …
Liberal solution would be to give them citizenship instead of dealing with the problems they cause.
Liberal solution would be to give them citizenship instead of dealing with the problems they cause.
Identity Attack0.017967897
Insult0.02373764
Profanity0.010723713
Threat0.0084793
Severe Toxicity0.0016212463
Low Tox 0.071337044 Low Con 0.244
Oct 6, 2025 IRCC Names India in Study …
I’m a proud Indian who is now a Canadian citizen, and I’ve made a conscious effort to assimilate into Canadian culture and values. What bothers me is how this conversation has been reduced to blaming …
I’m a proud Indian who is now a Canadian citizen, and I’ve made a conscious effort to assimilate into Canadian culture and values. What bothers me is how this conversation has been reduced to blaming one group. The reality is that the Canadian government failed first by not properly managing immigration volumes, not enforcing document verification, and not honestly assessing whether the country could support such rapid population growth. That policy failure created pressure on housing, jobs, and social systems long before resentment followed. We also need honesty within the Indian community. Some Indians struggle to adapt being overly loud, culturally rigid, and sometimes lacking empathy for Canadian norms and shared public spaces. I studied Canadian and Indigenous history in school, and respecting that history matters. Assimilation doesn’t mean abandoning your culture, but it does mean understanding and respecting the society you chose to join. Cultural education should be expected, not optional. That said, one Indian doing something wrong does not make all Indians bad. Most Indian students and workers I know are hardworking, punctual, and serious about contributing. I’ve personally worked minimum-wage jobs for years, and what I noticed was not jobs being “taken,” but fewer Canadian youth willing to stay in or commit to these roles long-term. Indians didn’t replace Canadians, they filled vacancies that already existed. I also briefly volunteered helping the homeless, and what I saw was honestly shocking. It’s not that the government isn’t trying to help there are rehabilitation programs and support systems in place. The difficult truth is that a significant portion of the homeless population struggles with substance abuse and refuses treatment because it requires giving up drugs. Over time, homelessness itself starts to function like a culture, where benefits and assistance unintentionally enable continued substance use rather than recovery. This is an uncomfortable reality people don’t like to talk about. None of this is simple. Immigration didn’t break Canada, and neither did one community. Poor policy, weak enforcement, lack of accountability, and refusal from governments and individuals to adapt responsibly is what brought us here. Blame is easy. Honest solutions are not.
Identity Attack0.023193322
Insult0.028832749
Profanity0.015010698
Threat0.0068869707
Severe Toxicity0.0016117096
Low Tox 0.06817148 Constructive 0.823 Personal_Narrative
Jan 27, 2026 22 likes Inside Canada's Indian Invasion...
The only solution is a revolution now
The only solution is a revolution now
Identity Attack0.011691323
Insult0.014504919
Profanity0.018597418
Threat0.013476364
Severe Toxicity0.0038909912
Low Tox 0.061444655 Low Con 0.249
Aug 25, 2025 Why Canadians Are Turning Against …
Brace yourselves brothers and sister . Beware of "solutions" they offer!!!
Brace yourselves brothers and sister . Beware of "solutions" they offer!!!
Identity Attack0.0055866763
Insult0.020192537
Profanity0.01535229
Threat0.0097738765
Severe Toxicity0.0015640259
Low Tox 0.05799546 Low Con 0.273
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I'm not shocked, the government allowed that to create chaos in immigration to convince Canadians that the only solution is to accept Digital ID. I don't believe Liberal or Conservatives, they are against each other …
I'm not shocked, the government allowed that to create chaos in immigration to convince Canadians that the only solution is to accept Digital ID. I don't believe Liberal or Conservatives, they are against each other but working for one master which is the New World Order.
Identity Attack0.02138452
Insult0.02373764
Profanity0.010467518
Threat0.0066086366
Severe Toxicity0.0012874603
Low Tox 0.057748068 Constructive 0.511 Unverified_Claim
Nov 21, 2025 Thousands of refugees allowed into …
They have to break down society so people will accept “the government solution” … Universal basic income
They have to break down society so people will accept “the government solution” … Universal basic income
Identity Attack0.005919657
Insult0.01465692
Profanity0.015079016
Threat0.012854968
Severe Toxicity0.0019550323
Low Tox 0.051068526 Low Con 0.19
Aug 25, 2025 Why Canadians Are Turning Against …
America what is our solution to this matter. How do you find the perfect balance with immigration?
America what is our solution to this matter. How do you find the perfect balance with immigration?
Identity Attack0.02439919
Insult0.0129089095
Profanity0.012107162
Threat0.006809296
Severe Toxicity0.0015640259
Low Tox 0.046120718 Moderate Con 0.352 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada has fallen. Unfortunately, Alberta separation is the only solution moving forward.
Canada has fallen. Unfortunately, Alberta separation is the only solution moving forward.
Identity Attack0.016762028
Insult0.018645585
Profanity0.010467518
Threat0.0070034824
Severe Toxicity0.0014019012
Low Tox 0.044388983 Low Con 0.24
Aug 27, 2025 Why Canadians Are Turning Against …
It's almost like you got what you voted for. And if you don't think this is exactly what you voted for you weren't paying attention and THAT is the entire problem. Sepration is the solution, …
It's almost like you got what you voted for. And if you don't think this is exactly what you voted for you weren't paying attention and THAT is the entire problem. Sepration is the solution, let's go Wexit!
Identity Attack0.003884775
Insult0.019870255
Profanity0.0127561875
Threat0.00713294
Severe Toxicity0.0011968613
Low Tox 0.043646812 Moderate Con 0.414
Aug 29, 2025 Why Canadians Are Turning Against …
We all know about the problem, but the only viable solution is illegal to even discuss.
We all know about the problem, but the only viable solution is illegal to even discuss.
Identity Attack0.005771666
Insult0.014960921
Profanity0.013610168
Threat0.008531082
Severe Toxicity0.0011873245
Low Tox 0.04216247 Low Con 0.258 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The federal government has ZERO interest in being part of the solution. It will get swept under the carpet and shelved until the next alarming issue is brought up ... and the process repeats without …
The federal government has ZERO interest in being part of the solution. It will get swept under the carpet and shelved until the next alarming issue is brought up ... and the process repeats without any solid action. The whole problem is systemic from the top of parliament.
Identity Attack0.003385304
Insult0.018001022
Profanity0.012004685
Threat0.007262398
Severe Toxicity0.00091552734
Low Tox 0.037105743 Moderate Con 0.36 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
Remigration is the compassionate solution.
Remigration is the compassionate solution.
Identity Attack0.0050687063
Insult0.010780896
Profanity0.01442999
Threat0.010472948
Severe Toxicity0.0019931793
Low Tox 0.03309893 Moderate Con 0.311 Policy_Critique
Jan 28, 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.