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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

click to expand

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: "I did not vote for …" 678 comments · Page 23 of 28
------> everyone that didn't vote liberal
------> everyone that didn't vote liberal
Identity Attack0.019676208
Insult0.018065477
Profanity0.011936366
Threat0.0067186756
Severe Toxicity0.0016021729
Low Tox 0.05354243 Low Con 0.234 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
And who do they all vote for , you got it Liberals . Another reason for the West to separate .
And who do they all vote for , you got it Liberals . Another reason for the West to separate .
Identity Attack0.020681098
Insult0.021352753
Profanity0.012175481
Threat0.006763986
Severe Toxicity0.0013160706
Low Tox 0.05280026 Low Con 0.223 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is beyond repair. No political party will do what is necessary to fix the economy or the culture. If such a party existed, citizens who just voted the architects of decline to a 4th …
Canada is beyond repair. No political party will do what is necessary to fix the economy or the culture. If such a party existed, citizens who just voted the architects of decline to a 4th term would not elect it. If you can, do as I did, and leave Canada permanently. (No, the door did not hit me on my way out.)
Identity Attack0.010211408
Insult0.021159383
Profanity0.0113215
Threat0.009204263
Severe Toxicity0.0014019012
Low Tox 0.051563308 Moderate Con 0.478 Personal_Narrative
Jun 19, 2025 3 likes How Canada broke its immigration …
Liberals are importing votes! They said they would slow down, but let 450 thousand immigrants last year. I am all for allowing immigration... at a rate that are infrastructure,schools and housing can handle .
Liberals are importing votes! They said they would slow down, but let 450 thousand immigrants last year. I am all for allowing immigration... at a rate that are infrastructure,schools and housing can handle .
Identity Attack0.025806036
Insult0.016860934
Profanity0.011714331
Threat0.006912862
Severe Toxicity0.0013446808
Low Tox 0.05131592 Constructive 0.708 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Cannot understand why Canadians voted for Liberal again?
Cannot understand why Canadians voted for Liberal again?
Identity Attack0.026007013
Insult0.020192537
Profanity0.010108846
Threat0.006304411
Severe Toxicity0.0013446808
Low Tox 0.05131592 Low Con 0.284 Question
Jul 2, 2025 1 likes How Canada broke its immigration …
The government has turned us against each other imagine a country where the Prime Minister and the minister of finance quit. They got paid and left the country in shambles. Then they put this proxy. …
The government has turned us against each other imagine a country where the Prime Minister and the minister of finance quit. They got paid and left the country in shambles. Then they put this proxy. Prime Minister in place had an election and somehow he was still the Prime Minister so much for voting.
Identity Attack0.0047357255
Insult0.023221988
Profanity0.015557245
Threat0.006757513
Severe Toxicity0.0010728836
Low Tox 0.051068526 Moderate Con 0.436
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Thank the Trudeau's. Father and son. And now Mark Carney and the rest of the Trudeau Liberal government. They will continue to allow immigrants who will continually vote for the Liberal government that pays their …
Thank the Trudeau's. Father and son. And now Mark Carney and the rest of the Trudeau Liberal government. They will continue to allow immigrants who will continually vote for the Liberal government that pays their way for their vote.
Identity Attack0.026609946
Insult0.019096779
Profanity0.009767254
Threat0.0063885585
Severe Toxicity0.0012874603
Low Tox 0.050821137 Moderate Con 0.353
Aug 26, 2025 Why Canadians Are Turning Against …
No one is going to do anything and people will keep voting for the liberal/NDP party. If they do something it will hurt someone's feeling.
No one is going to do anything and people will keep voting for the liberal/NDP party. If they do something it will hurt someone's feeling.
Identity Attack0.00828752
Insult0.018967867
Profanity0.012517073
Threat0.010731863
Severe Toxicity0.0014209747
Low Tox 0.050326355 Moderate Con 0.318 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
29% Catholics in Canada.Most vote Liberal.Catholics I believe are behind Canadas changing life here.
29% Catholics in Canada.Most vote Liberal.Catholics I believe are behind Canadas changing life here.
Identity Attack0.04822223
Insult0.015188923
Profanity0.011082385
Threat0.006220264
Severe Toxicity0.0014019012
Low Tox 0.049831573 Constructive 0.615 Unverified_Claim
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Canadians voted for this
Canadians voted for this
Identity Attack0.025806036
Insult0.015720926
Profanity0.013951761
Threat0.0072235605
Severe Toxicity0.0018310547
Low Tox 0.048594624 Low Con 0.282 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
As a Canadian I actually haven't met a single Canadian that is fine with this. The issue is that Canadians don't want to be like the U.S so they vote for the opposite. The problem …
As a Canadian I actually haven't met a single Canadian that is fine with this. The issue is that Canadians don't want to be like the U.S so they vote for the opposite. The problem is that the opposite of the U.S is means exactly this.
Identity Attack0.03894114
Insult0.017088935
Profanity0.011167783
Threat0.006155535
Severe Toxicity0.0013256073
Low Tox 0.04760506 Constructive 0.596 Policy_Critique
Feb 4, 2026 Inside Canada's Indian Invasion...
Khalistan is opposed by the Indian government too but when the government demanded to arrest them, the Canadian government protected them for votes.
Khalistan is opposed by the Indian government too but when the government demanded to arrest them, the Canadian government protected them for votes.
Identity Attack0.03223813
Insult0.015872927
Profanity0.011219022
Threat0.009618527
Severe Toxicity0.0014591217
Low Tox 0.04686289 Low Con 0.283 Policy_Critique
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
The whole problem is because you give voting rights and citizenship. Follow the system of GCC countries. No citizenship, no voting rights, no property rights, no free education, no free health care, come work and …
The whole problem is because you give voting rights and citizenship. Follow the system of GCC countries. No citizenship, no voting rights, no property rights, no free education, no free health care, come work and go back.
Identity Attack0.0074365693
Insult0.018710041
Profanity0.011150704
Threat0.0070164283
Severe Toxicity0.0014972687
Low Tox 0.046368107 Low Con 0.216 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
All for Liberal Votes At Any Cost!
All for Liberal Votes At Any Cost!
Identity Attack0.01374736
Insult0.018452216
Profanity0.01261955
Threat0.008919456
Severe Toxicity0.0020217896
Low Tox 0.046368107 Low Con 0.138
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The Liberals are spending billions to win votes. They don’t seem to prioritize Canadians’ long-term interests. Instead, it feels like they are focused on gaining power and using taxpayer money for their own benefit.
The Liberals are spending billions to win votes. They don’t seem to prioritize Canadians’ long-term interests. Instead, it feels like they are focused on gaining power and using taxpayer money for their own benefit.
Identity Attack0.012441003
Insult0.02373764
Profanity0.010228404
Threat0.0060778605
Severe Toxicity0.0009870529
Low Tox 0.046120718 Moderate Con 0.341 Policy_Critique
Feb 24, 2026 7 likes 'We do know that there's …
By voting for the Liberal Party, Canadians finally got what they wanted. They deserved it.
By voting for the Liberal Party, Canadians finally got what they wanted. They deserved it.
Identity Attack0.016762028
Insult0.017743196
Profanity0.0113385795
Threat0.009722093
Severe Toxicity0.0017642975
Low Tox 0.045378547 Moderate Con 0.339 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I don't even know if there is an office or representative in Ontario right now! I wish! Their policies (on paper) seem great, and geared more towards a 'Canada first'/'Canadians First' approach. They touch on a lot of topics and there seem to be a lot of things they want to change! But a government is still a government, they will be motivated by money regardless of any good intentions they may have. So if and when things change, WE NEED TO HOLD THEM ACCOUNTABLE! We as the citizens have the power to change things for the better! It's just unfortunate that I see so many people getting pushed down or ignored or hated because they are speaking their mind. Remember, Canada dosen't have laws like the US, our freedoms aren't as protected nor do we have the same freedoms they do (like owning and protecting your own property, or self defense!) We as people need to start being honest and expressing things instead of being terrified of the backlash (of which there will be in these times). The only way we can make progress is by deciding to get out of our comfort zones and standing for what is right! For the freedoms and protections we deserve! To make a future worth living for us and our children! It will not be easy, but when is change ever easy? I hope that one day I won't be terrified of the thought of bringing a life into this world and country. I hope I can be stable enough to be able to give my future children a decent life. But right now? I would never want to have children, things are too unstable and I don't want to bring a child into this country and force them to live a terrible life they never asked for! I desperately want to be able to keep hoping for a better future, a better country, and people who can enjoy their lives instead of constantly worrying and stressing about everything. I hope some can consider looking into the Libertarian party as well! They may be small right now, but they seem to be wanting to right the wrongs that have occured.
Identity Attack0.011247349
Insult0.022448512
Profanity0.015932998
Threat0.00704232
Severe Toxicity0.0015640259
Low Tox 0.045378547 Constructive 0.875 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Canadians voted for this cultural enrichment. Don't complain now.
Canadians voted for this cultural enrichment. Don't complain now.
Identity Attack0.024198212
Insult0.018581128
Profanity0.011116544
Threat0.0064079775
Severe Toxicity0.0014877319
Low Tox 0.045378547 Moderate Con 0.355 Identity_Assertion
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Economic growth has to keep up with immigration. Even a lot of AOC voters from the Bronx voted Trump in the last election after texas decided to send tens of thousands of migrants to NYC. …
Economic growth has to keep up with immigration. Even a lot of AOC voters from the Bronx voted Trump in the last election after texas decided to send tens of thousands of migrants to NYC. Everybody was complaining about the spike in crime
Identity Attack0.022791367
Insult0.015036922
Profanity0.010587076
Threat0.0066086366
Severe Toxicity0.001001358
Low Tox 0.045378547 Constructive 0.702
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than …
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than the average Canadian tax payer
Identity Attack0.017264472
Insult0.02051482
Profanity0.01084327
Threat0.0064468146
Severe Toxicity0.0011110306
Low Tox 0.045131154 Moderate Con 0.356 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
5:51 - and who will provide the disability? Democrat / liberal policy, which is what this is about. Votes
5:51 - and who will provide the disability? Democrat / liberal policy, which is what this is about. Votes
Identity Attack0.017163984
Insult0.017420914
Profanity0.011441057
Threat0.006576272
Severe Toxicity0.0011873245
Low Tox 0.044883765 Low Con 0.292
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
By voting for a liberal party for the last 10 years.By the way I didn’t vote for the Liberals.
By voting for a liberal party for the last 10 years.By the way I didn’t vote for the Liberals.
Identity Attack0.019073274
Insult0.017485369
Profanity0.011355659
Threat0.0066798385
Severe Toxicity0.0011062622
Low Tox 0.044388983 Moderate Con 0.462
Dec 14, 2025 How Canada broke its immigration …
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 …
The most dangerous thing about this is... These guys love love love to go into politics and into management in companies. Once they get those leadership footholds they make policies favorable to their people and …
The most dangerous thing about this is... These guys love love love to go into politics and into management in companies. Once they get those leadership footholds they make policies favorable to their people and they have the population to out vote everyone else.
Identity Attack0.004069764
Insult0.019870255
Profanity0.013849284
Threat0.0070552654
Severe Toxicity0.0010299683
Low Tox 0.043399423 Moderate Con 0.479 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Keep voting Liberal, eh!
Keep voting Liberal, eh!
Identity Attack0.013345404
Insult0.018516673
Profanity0.012107162
Threat0.0068028234
Severe Toxicity0.001449585
Low Tox 0.04290464 Low Con 0.279 Humor_Satire
Jan 20, 2026 5 likes Why Canada’s immigration system has …

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.