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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: "Problem here in Canada is …" 312 comments · Page 12 of 13
Its too late -- Canada has lost its identity. The liberal government created this problem and has allowed this to happen. Tks to Turdeau and Carney
Its too late -- Canada has lost its identity. The liberal government created this problem and has allowed this to happen. Tks to Turdeau and Carney
Identity Attack0.011173353
Insult0.026702631
Profanity0.010450439
Threat0.0067251488
Severe Toxicity0.0013160706
Low Tox 0.05205809 Moderate Con 0.319 Identity_Assertion
Aug 25, 2025 4 likes Why Canadians Are Turning Against …
Dear Canadians, I know this is no consolation, but you are not alone in facing this problem. Here in Western Europe, in countries like the UK, Belgium, Germany, Sweden, and France, something similar is happening. …
Dear Canadians, I know this is no consolation, but you are not alone in facing this problem. Here in Western Europe, in countries like the UK, Belgium, Germany, Sweden, and France, something similar is happening. Here, it's different groups causing trouble and slowly but surely gaining majorities in cities. The EU is also now starting to make agreements with India, which will most likely lead to further migration to Europe. For me, Canada will always be the proud country I was fortunate enough to visit 20 years ago.
Identity Attack0.02821777
Insult0.020966014
Profanity0.013473531
Threat0.007327127
Severe Toxicity0.00166893
Low Tox 0.050573748 Constructive 0.795 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The problem is NOT just CANADA.... Europe is also feeling the overpopulation 🇨🇦🇨🇦🇨🇦
The problem is NOT just CANADA.... Europe is also feeling the overpopulation 🇨🇦🇨🇦🇨🇦
Identity Attack0.027614836
Insult0.017163089
Profanity0.010365041
Threat0.006641001
Severe Toxicity0.0014972687
Low Tox 0.050078966 Low Con 0.287 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem isn’t immigration it’s how rapid the immigration was there should’ve been a cap so that there wasn’t a major influx of people that destroyed the culture if immigration was controlled and had a …
The problem isn’t immigration it’s how rapid the immigration was there should’ve been a cap so that there wasn’t a major influx of people that destroyed the culture if immigration was controlled and had a yearly limit to how many people could immigrate that would’ve preserved canadas culture and forced immigrants to assimilate to Canadian culture. But all politicians saw was 💰 so they made it easier.
Identity Attack0.023796257
Insult0.01838776
Profanity0.011970525
Threat0.006835188
Severe Toxicity0.0012207031
Low Tox 0.048842013 Moderate Con 0.442 Policy_Critique
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Mass Immigration continues to be a problem in Canada, and until Carney gets this under control Canadians will increasing be opposed to it.
Mass Immigration continues to be a problem in Canada, and until Carney gets this under control Canadians will increasing be opposed to it.
Identity Attack0.023595277
Insult0.016784932
Profanity0.0092292465
Threat0.006874025
Severe Toxicity0.001168251
Low Tox 0.0466155 Moderate Con 0.456 Policy_Critique
Feb 17, 2026 22 likes LILLEY UNLEASHED: The fall of …
One branch of my family came to Camada in the 1600's and married a woman of First Nation origin whose people had been here for centuries. I have no problem with immigrants to Canada. They …
One branch of my family came to Camada in the 1600's and married a woman of First Nation origin whose people had been here for centuries. I have no problem with immigrants to Canada. They have enriched our country.
Identity Attack0.037136484
Insult0.01640493
Profanity0.011611853
Threat0.006317357
Severe Toxicity0.0015926361
Low Tox 0.046120718 Constructive 0.762
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I hope he mentions the mass extortion going on in surrey BC, same problems on west side of Canada
I hope he mentions the mass extortion going on in surrey BC, same problems on west side of Canada
Identity Attack0.012842959
Insult0.014086916
Profanity0.010535837
Threat0.010964886
Severe Toxicity0.001411438
Low Tox 0.045378547 Constructive 0.516 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem is, if the immigrants keep coming in, it would change canada so much that it ceases to be a liberal democratic country that values people's rights; it's easy enough for immigrants to "roll …
The problem is, if the immigrants keep coming in, it would change canada so much that it ceases to be a liberal democratic country that values people's rights; it's easy enough for immigrants to "roll back" their beliefs to a previous version, if even one or two charismatic new immigrants start fomenting those beliefs. The very thing could undermine itself, so there should be tighter bordres. The people who've been there since 1979 don't have to leave.
Identity Attack0.028886627
Insult0.016860934
Profanity0.010245483
Threat0.0067186756
Severe Toxicity0.0012588501
Low Tox 0.044636376 Constructive 0.551 Fear_Threat
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
This is a problem not just in Canada. But throughout the Anglosphere, Europe, and Nato affiliates generally. Love from the UK 🇬🇧 Joe Public is steaming about it, and the lid is coming off the …
This is a problem not just in Canada. But throughout the Anglosphere, Europe, and Nato affiliates generally. Love from the UK 🇬🇧 Joe Public is steaming about it, and the lid is coming off the pressure cooker soon.
Identity Attack0.011987305
Insult0.01838776
Profanity0.012722028
Threat0.00789674
Severe Toxicity0.0013446808
Low Tox 0.044636376 Moderate Con 0.456 Comparative_Framing
Feb 25, 2026 Inside Canada's Indian Invasion...
Canada has a huge problem with its policy on skilled programs. Any other developed country including Australia honour the preceding policy if the applicant arrived in the country before the program is closed or the …
Canada has a huge problem with its policy on skilled programs. Any other developed country including Australia honour the preceding policy if the applicant arrived in the country before the program is closed or the policy is reversed. Canada does not. This is not just unethical but has a very negative impact on future immigration when levels do subside where our economy needs more immigrants.
Identity Attack0.019274252
Insult0.019741343
Profanity0.010450439
Threat0.0061166976
Severe Toxicity0.0010681152
Low Tox 0.043646812 Constructive 0.586 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
we need canada to countrol pepole so thatwe dont Have problem like UK We need our children future to make is first people
we need canada to countrol pepole so thatwe dont Have problem like UK We need our children future to make is first people
Identity Attack0.022188433
Insult0.019161236
Profanity0.011475217
Threat0.0073918556
Severe Toxicity0.0017261505
Low Tox 0.043399423 Moderate Con 0.322
Nov 20, 2025 26 likes Quebec Ends Economic Immigration Program …
Cut their motivation to stay in Canada and start charging them daily for overstating their VISA. Government created the problem and they are likely profiting in some way from it.
Cut their motivation to stay in Canada and start charging them daily for overstating their VISA. Government created the problem and they are likely profiting in some way from it.
Identity Attack0.012061302
Insult0.019419061
Profanity0.010023449
Threat0.0073789097
Severe Toxicity0.0011634827
Low Tox 0.04315203 Low Con 0.221 Policy_Critique
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
Canadians, this problem has been going on for a long time, but only now are you waking up. When I arrived in Canada in 2017, I was shocked to start English classes at a public …
Canadians, this problem has been going on for a long time, but only now are you waking up. When I arrived in Canada in 2017, I was shocked to start English classes at a public school. Only my friend and I were paying CAD 1,000 per month to study, while everyone (refugees) paid nothing to study and received CAD 500 per person, plus rent.
Identity Attack0.024801146
Insult0.015644927
Profanity0.010296722
Threat0.0058707283
Severe Toxicity0.0010061264
Low Tox 0.039935954 Constructive 0.684
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Move to a different part of Canada problem solved 🤷‍♂️😂
Move to a different part of Canada problem solved 🤷‍♂️😂
Identity Attack0.019877186
Insult0.015340924
Profanity0.011219022
Threat0.0066927844
Severe Toxicity0.0014019012
Low Tox 0.038519915 Low Con 0.218 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I clearly see Canada’s government problems and administrative faults. It’s very concerning.
I clearly see Canada’s government problems and administrative faults. It’s very concerning.
Identity Attack0.012139536
Insult0.02051482
Profanity0.00948544
Threat0.0059840037
Severe Toxicity0.00091552734
Low Tox 0.03828422 Moderate Con 0.443
Dec 31, 2025 IRCC Names India in Study …
I do love canada and its culture. Even as a immigrant I had a blessing to be in a country that welcomed people. Now its getting to worst part of being that welcoming. In recent …
I do love canada and its culture. Even as a immigrant I had a blessing to be in a country that welcomed people. Now its getting to worst part of being that welcoming. In recent years I have seen and felt the humiliation I even faced even after becoming PR of this country. That jobless problem is real, very real. PM carney has to do something really serious real fast or I don’t wanna say it, you got it by now. Tc fellas.
Identity Attack0.010655383
Insult0.018581128
Profanity0.01084327
Threat0.006550381
Severe Toxicity0.001077652
Low Tox 0.03781283 Constructive 0.739 Personal_Narrative
Aug 24, 2025 12 likes Why Canadians Are Turning Against …
Two words: Country Caps. Preserve Canadian culture, my family assimilated to Canada when they came generations ago. Now the government is wholesale importing another country's culture and wondering why there are problems.
Two words: Country Caps. Preserve Canadian culture, my family assimilated to Canada when they came generations ago. Now the government is wholesale importing another country's culture and wondering why there are problems.
Identity Attack0.014953227
Insult0.014884921
Profanity0.009536679
Threat0.0059807673
Severe Toxicity0.0009202957
Low Tox 0.034041706 Constructive 0.542
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Deportation is always expensive. Using the numbers in this video, it's over $4k per deportee. The real problem is that too many are let into Canada in the first place. As well, it sounds like …
Deportation is always expensive. Using the numbers in this video, it's over $4k per deportee. The real problem is that too many are let into Canada in the first place. As well, it sounds like they are mainly going after refugee claimants, but there are similarly large, if not larger, numbers of TFWs and international "students" (who are not really students) with expired visas.
Identity Attack0.014450782
Insult0.012756908
Profanity0.010296722
Threat0.006382086
Severe Toxicity0.0008869171
Low Tox 0.032863233 Constructive 0.683
Dec 30, 2025 Deportations From Canada at Their …
hire bounty hunters and they will solve the problem quickly . they would track down those that no longer to be in canada .
hire bounty hunters and they will solve the problem quickly . they would track down those that no longer to be in canada .
Identity Attack0.009693438
Insult0.012034904
Profanity0.010723713
Threat0.010110466
Severe Toxicity0.001411438
Low Tox 0.03109552 Low Con 0.254 Call_To_Action
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The overwhelming problem that people struggle to realize is Canada with its roughly 40,000,000 people are going to notice an influx from a country that has over 1 billion and is quickly modernizing which is …
The overwhelming problem that people struggle to realize is Canada with its roughly 40,000,000 people are going to notice an influx from a country that has over 1 billion and is quickly modernizing which is allowing families to leave their country and immigrant around the world just like they should. Localization is only prompted by friendly circumstances. It is seen everywhere with cultural neighborhoods
Identity Attack0.014852738
Insult0.011730902
Profanity0.00952814
Threat0.005919275
Severe Toxicity0.0008583069
Low Tox 0.026617315 Constructive 0.573 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
My sister was going to immigrate to Australia from South Africa with her family. They expected her to be able to take care of them for 5yrs, have a certain amount of money to do …
My sister was going to immigrate to Australia from South Africa with her family. They expected her to be able to take care of them for 5yrs, have a certain amount of money to do so. That wasn't a problem as she owned a medical supply company and was a registered nurse,trained in Canada, worked in Florida for 5yrs. The only metric she didn't meet was age, she was over 45, rejected 😢
Identity Attack0.010729378
Insult0.010286893
Profanity0.010604155
Threat0.006168481
Severe Toxicity0.0007867813
Low Tox 0.025085296 Constructive 0.766 Personal_Narrative
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The birth rate in Canada is 1.3 per couple. In 1961 it was 3.1 per couple. Coincidentally, this was the same time as the availability of the first birth control pill. It’s been on a …
The birth rate in Canada is 1.3 per couple. In 1961 it was 3.1 per couple. Coincidentally, this was the same time as the availability of the first birth control pill. It’s been on a downward trend ever since. Populations can’t sustain themselves. Most western countries have the same problem. So we immigrate, and the countries with the highest birth rates will eventually take over the countries with the lowest it’s a sad reality.
Identity Attack0.009693438
Insult0.011084898
Profanity0.009143848
Threat0.006382086
Severe Toxicity0.00068187714
Low Tox 0.024731753 Moderate Con 0.435
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
I agree that Canada has become a safe haven for criminal behaviour dependent on voluntary compliance. This is a systemic problem that is going to take years to correct. Grateful more is being done and …
I agree that Canada has become a safe haven for criminal behaviour dependent on voluntary compliance. This is a systemic problem that is going to take years to correct. Grateful more is being done and I hope laws continues in that direction.
Identity Attack0.007843546
Insult0.0129089095
Profanity0.009570839
Threat0.007068211
Severe Toxicity0.0010442734
Low Tox 0.02449606 Constructive 0.726 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it comes to immigration in the country . Should have asked Kenny who is going to pay his golf plated pension when the population starts going down and there is less taxpayers paying into the system when we start having a major population decline .
Identity Attack0.009767435
Insult0.0105148945
Profanity0.009400043
Threat0.0062785195
Severe Toxicity0.00081062317
Low Tox 0.022139108 Constructive 0.683 Economic_Argument
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Canada has population growth problem and government tried solving it by laxing immigration laws. For example Canada can't even build it's own car because it would take massive investment and it won't be profitable because …
Canada has population growth problem and government tried solving it by laxing immigration laws. For example Canada can't even build it's own car because it would take massive investment and it won't be profitable because of it's tiny population comparing to other countries therefor making the Canadian economy limited.
Identity Attack0.009434453
Insult0.011008898
Profanity0.009007211
Threat0.0059613483
Severe Toxicity0.0006723404
Low Tox 0.020842785 Moderate Con 0.322 Economic_Argument
Feb 6, 2026 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.