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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: "I did NOT vote for …" 678 comments · Page 14 of 28
What’s happening in Canada is cultural imperialism and it is ruining our country. Mass immigration is destroying our economy and effecting our voting
What’s happening in Canada is cultural imperialism and it is ruining our country. Mass immigration is destroying our economy and effecting our voting
Identity Attack0.23922618
Insult0.076185785
Profanity0.017367685
Threat0.010058682
Severe Toxicity0.006828308
Low Tox 0.25084448 Moderate Con 0.358 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
CANADIAN LEFTIES AND LIBERALS VOTE FOR THIS AND DESERVE WHATEVER HAPPENS
CANADIAN LEFTIES AND LIBERALS VOTE FOR THIS AND DESERVE WHATEVER HAPPENS
Identity Attack0.120924085
Insult0.06652143
Profanity0.035148825
Threat0.13448004
Severe Toxicity0.014188796
Low Tox 0.24763705 Low Con 0.182 Call_To_Action
Feb 28, 2026 Inside Canada's Indian Invasion...
Canadians have amnesia and keep voting these Liberals
Canadians have amnesia and keep voting these Liberals
Identity Attack0.14019285
Insult0.16773392
Profanity0.027683776
Threat0.007586042
Severe Toxicity0.005722046
Low Tox 0.24603334 Low Con 0.138 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
They have NO customer service, refuse to learn English, their hygiene is poor & they disrespect our country. Time to stand up Canada & take our country back. Start by voting for Pierre next time. …
They have NO customer service, refuse to learn English, their hygiene is poor & they disrespect our country. Time to stand up Canada & take our country back. Start by voting for Pierre next time. Liberals asked for this.
Identity Attack0.06158508
Insult0.17610447
Profanity0.013371054
Threat0.0072365063
Severe Toxicity0.0044059753
Low Tox 0.24603334 Moderate Con 0.426
Aug 27, 2025 Why Canadians Are Turning Against …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. etc. they wanna have this whole destabilization of the voting blocks so that the government can literally run wild do whatever they want. It’s funny how the “great replacement“ is said to be “deboned“ online yeah it’s literally happening right in front of our faces and our government leaders across the world are just openly saying it even in America. It’s either massive legal immigration from the left or massive H1B visa immigration from the right they literally tell you right to your face that you are either “too lazy“ or “too stupid“ to do some of these jobs meanwhile, there are millions of smart citizens who are not only ready to work, but can do the jobs that the H1B visa people and the illegal immigrants do way better especially because most of the H1B jobs are literally working at a fucking gas station and anything the illegal immigrants are doing especially jobs in construction and labor. American citizens and Canadian citizens do a way better quality job. Never believe the PSYOP of immigrants being “way better workers“ that’s literally just just a flyable objectively untrue. A wise man once said if someone is willing to cheap out on labor, then they are willing to cheap out on the job.
Identity Attack0.21075934
Insult0.08484049
Profanity0.07611542
Threat0.012492486
Severe Toxicity0.008735657
Low Tox 0.24282593 Constructive 0.644 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Keep voting liberals and it's going to get worse.
Keep voting liberals and it's going to get worse.
Identity Attack0.10221587
Insult0.08831572
Profanity0.021466793
Threat0.013217449
Severe Toxicity0.0046920776
Low Tox 0.2412222 Low Con 0.178 Call_To_Action
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Liberals are taking our history and religion away from us and pushing immigrants and their values for votes. So the liberals can control us
Liberals are taking our history and religion away from us and pushing immigrants and their values for votes. So the liberals can control us
Identity Attack0.2463217
Insult0.06774519
Profanity0.021876704
Threat0.009023022
Severe Toxicity0.0050354004
Low Tox 0.2412222 Low Con 0.282 Identity_Assertion
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to …
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to his Sikh /Khalistani vote who are an extremely powerful lobby in the Canadian govt, every party in Canada has high ranking Khalistani politicians. The liberal yt elite Canadian govt sold its working and middle class ( who are largely white Canadians) for a 3rd world servile class which would keep them in power forever but it comes at the cost of massive collapse of social cohesion, falling wages and massive cultural shifts. When I visited Toronto, an Indian fast food worker said he was giving me an extra BBQ sauce as a favor and would charge for the second, I called the manager too school this moron and she was also shocked , when you mass import million of 3rd world largely uneducated Indians they mentally still think the are in India
Identity Attack0.24293575
Insult0.113185234
Profanity0.021535112
Threat0.008712323
Severe Toxicity0.006980896
Low Tox 0.2396185 Constructive 0.577 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Let's all keep voting liberal! Because elbows up, right? So is crime, housing prices, poverty, sickness, government sanctioned suicide. Yep, keep it up liberals and liberal voters.
Let's all keep voting liberal! Because elbows up, right? So is crime, housing prices, poverty, sickness, government sanctioned suicide. Yep, keep it up liberals and liberal voters.
Identity Attack0.10221587
Insult0.089778624
Profanity0.015932998
Threat0.035113025
Severe Toxicity0.00579834
Low Tox 0.2396185 Low Con 0.236 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
vote the bike guy for president
vote the bike guy for president
Identity Attack0.01656105
Insult0.17858955
Profanity0.035900343
Threat0.008323951
Severe Toxicity0.0043678284
Low Tox 0.2396185 Low Con 0.239 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
How did it happen? Ask the liberal party. But the real question is how in the world did the liberals get voted in again after spending the last 10 years destroying Canada?
How did it happen? Ask the liberal party. But the real question is how in the world did the liberals get voted in again after spending the last 10 years destroying Canada?
Identity Attack0.089973204
Insult0.08410009
Profanity0.075468846
Threat0.021300001
Severe Toxicity0.0060272217
Low Tox 0.23739935 Low Con 0.279
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Politicians use immigration for added votes, that’s their main agenda. Cut through the BS , politicians like people who block vote and this corrupts Canadian democracy
Politicians use immigration for added votes, that’s their main agenda. Cut through the BS , politicians like people who block vote and this corrupts Canadian democracy
Identity Attack0.058856625
Insult0.15769513
Profanity0.08128801
Threat0.010188141
Severe Toxicity0.005340576
Low Tox 0.23667802 Moderate Con 0.318
Dec 26, 2025 Deportations From Canada at Their …
It’s not about votes. It’s to water down / destroy Christian morality. You can’t easily control an educated, moral people with integrity. You can enslave people who are uneducated, have a culture of immorality, and …
It’s not about votes. It’s to water down / destroy Christian morality. You can’t easily control an educated, moral people with integrity. You can enslave people who are uneducated, have a culture of immorality, and that feel their pay check and freedom come from the government. Education in this context is the workings and history of this country.
Identity Attack0.23239216
Insult0.07333439
Profanity0.019553876
Threat0.03235042
Severe Toxicity0.0064468384
Low Tox 0.2359567 Moderate Con 0.35 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
People need to STOP VOTING IN LIBERALS!!!!! Cut that loyalty cause its NOT the same party you think it is
People need to STOP VOTING IN LIBERALS!!!!! Cut that loyalty cause its NOT the same party you think it is
Identity Attack0.14019285
Insult0.06921569
Profanity0.020578653
Threat0.022335978
Severe Toxicity0.006752014
Low Tox 0.23415339 Low Con 0.229
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
If you allow your place tone abused by immigrants because you need their votes, that's what was going on over the 2 decades, it's not a over year thing
If you allow your place tone abused by immigrants because you need their votes, that's what was going on over the 2 decades, it's not a over year thing
Identity Attack0.26663736
Insult0.0670459
Profanity0.018255826
Threat0.009437286
Severe Toxicity0.0051879883
Low Tox 0.23379272 Moderate Con 0.347 Policy_Critique
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? …
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? Why aren't you talking about the bioweapon injections?? Did you make money on pcr's? PPs wifey too? Both sides have been compromised for decades. CSIS Report. China, India. Canadians never wanted immigration from any of these 3rd world countries. This is treason.
Identity Attack0.089973204
Insult0.1342682
Profanity0.017777596
Threat0.012751401
Severe Toxicity0.0051116943
Low Tox 0.2330714 Moderate Con 0.346 Call_To_Action
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Turning? They've been sick of them for years. If it weren't for Trump threatening annexation they would have voted a conservative majority.
Turning? They've been sick of them for years. If it weren't for Trump threatening annexation they would have voted a conservative majority.
Identity Attack0.011839314
Insult0.16890354
Profanity0.022969801
Threat0.009981008
Severe Toxicity0.0028800964
Low Tox 0.2330714 Moderate Con 0.379
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Because Liberal government did not plan properly Let millions of immigrants in while not planning housing and medical Care Canadian keep voting in liberal It is Canadian's fault
Because Liberal government did not plan properly Let millions of immigrants in while not planning housing and medical Care Canadian keep voting in liberal It is Canadian's fault
Identity Attack0.23770751
Insult0.07745308
Profanity0.01354185
Threat0.007521313
Severe Toxicity0.004463196
Low Tox 0.23271075 Low Con 0.289
Dec 31, 2025 1 likes Why Canadians Are Turning Against …
Adopting 3rd world politics for votes. I worked with Indians. They just pay off the cops. Canadian cops can be paid off? Carry enough bills with ya? Most Canadians & Americans are naive about what's …
Adopting 3rd world politics for votes. I worked with Indians. They just pay off the cops. Canadian cops can be paid off? Carry enough bills with ya? Most Canadians & Americans are naive about what's coming.
Identity Attack0.1808059
Insult0.086852804
Profanity0.017231047
Threat0.0075083673
Severe Toxicity0.003643036
Low Tox 0.23235008 Moderate Con 0.462 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians agree liberals destroyed our immigration system yet they keep voting liberal
Canadians agree liberals destroyed our immigration system yet they keep voting liberal
Identity Attack0.17614605
Insult0.082619295
Profanity0.016616182
Threat0.010835429
Severe Toxicity0.0042915344
Low Tox 0.23235008 Low Con 0.262 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as …
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as they get 1st choice before our own)..😡and, child support.My parents worked hard their whole lives and are now on pension...WORKED FOR IT...and their income is way less than what these immigrants will get having all these kids.Its very upsetting that all these refugees and immigrants are coming in and getting more assistance than our own hard working their whole lives, people!!!!!!😡 they screw up their own countries, with wars, violence etc... want to come here and slowly start to screw up ours with their beliefs and laws and demands.Not having it..FIX YOUR OWN COUNTRIES PROBLEMS, THE WAY THIS IS GOING IN THE NEXT 50 YRS YOU WONT SEE ANY THING BUT BROWN AND BLACKS FROM AFRICA, SYRIA ETC..THEY HAVE 10 KIDS TO OUR 1-2 RATIO..🙄
Identity Attack0.17226285
Insult0.12883772
Profanity0.025087673
Threat0.007301235
Severe Toxicity0.006942749
Low Tox 0.23198941 Constructive 0.522
May 28, 2019 1 likes How much do refugees and …
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy …
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy and provide quick citizenship to increase the voter pool... When the same playbook is happening in all the other western countries, it is not a coincidence but a serious and coordinated global plan. FIND SOME COURAGE to say what really is taking place....but you won't. If you need a quick reminder, take a look at what just happened in Spain - 500,000 new immigrants that will be given quick landed immigrant status allowing them to vote!!!!!
Identity Attack0.040745795
Insult0.15698463
Profanity0.028913507
Threat0.008556974
Severe Toxicity0.005264282
Low Tox 0.23090743 Constructive 0.522 Unverified_Claim
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
It’s pretty bad that we have more immigrants here then our true Canadians to vote for a party no one wanted the conservatives should have won
It’s pretty bad that we have more immigrants here then our true Canadians to vote for a party no one wanted the conservatives should have won
Identity Attack0.22707681
Insult0.071750276
Profanity0.017914234
Threat0.007417747
Severe Toxicity0.005493164
Low Tox 0.22980402 Moderate Con 0.319
Aug 29, 2025 Why Canadians Are Turning Against …
It is the volume of immigration is the problem…why so much that is causes problems 🤷‍♂️ really you just have to vote them out 👉
It is the volume of immigration is the problem…why so much that is causes problems 🤷‍♂️ really you just have to vote them out 👉
Identity Attack0.20680901
Insult0.04442204
Profanity0.02474608
Threat0.011353259
Severe Toxicity0.006980896
Low Tox 0.22846605 Low Con 0.288
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
STOP VOTING LIBERAL
STOP VOTING LIBERAL
Identity Attack0.16801116
Insult0.06354945
Profanity0.024131214
Threat0.011172019
Severe Toxicity0.0060653687
Low Tox 0.22846605 Low Con 0.164
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.