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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 18 of 28
I would be happy to pay for a Canadian version of ICE round them all up. They voted for elbows up they pay the price but yet they will vote elbows up again. 😂
I would be happy to pay for a Canadian version of ICE round them all up. They voted for elbows up they pay the price but yet they will vote elbows up again. 😂
Identity Attack0.028886627
Insult0.07428485
Profanity0.018529098
Threat0.01187109
Severe Toxicity0.0042915344
Low Tox 0.15600902 Moderate Con 0.313
Aug 25, 2025 Why Canadians Are Turning Against …
Immigrants need to pay into Canadas economy before they take everything. Should be 10 years of paying taxes and not being a burden on society. 10 years before they can get healthcare, before they can …
Immigrants need to pay into Canadas economy before they take everything. Should be 10 years of paying taxes and not being a burden on society. 10 years before they can get healthcare, before they can vote, before they can overwhelm our healthcare system.
Identity Attack0.12208464
Insult0.04090862
Profanity0.012551232
Threat0.0074954215
Severe Toxicity0.003566742
Low Tox 0.15545623 Moderate Con 0.375 Policy_Critique
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
There is only our government to blame canadians needs to revolt. Canadians voted for this government you were warned about the liberals.
There is only our government to blame canadians needs to revolt. Canadians voted for this government you were warned about the liberals.
Identity Attack0.10221587
Insult0.061101943
Profanity0.013576009
Threat0.009385503
Severe Toxicity0.0030708313
Low Tox 0.15545623 Low Con 0.298 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
kept on voting Liberal until the Liberals took your country away from you. Now look at you.
kept on voting Liberal until the Liberals took your country away from you. Now look at you.
Identity Attack0.04435511
Insult0.047935467
Profanity0.014498309
Threat0.013372798
Severe Toxicity0.003604889
Low Tox 0.15435068 Low Con 0.237 Policy_Critique
Dec 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
People voted for NDP and Liberal Justin Trudeau and now they are complaining, too late, human rights will protect criminals and nothing can be done
People voted for NDP and Liberal Justin Trudeau and now they are complaining, too late, human rights will protect criminals and nothing can be done
Identity Attack0.018269362
Insult0.0811385
Profanity0.012141321
Threat0.008220384
Severe Toxicity0.0024414062
Low Tox 0.15435068 Low Con 0.225 Policy_Critique
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
Justin Trudeau gave the highest medal of honor in Canada to Dr. Morgantil. He is the biggest Abortionist and made his millions of $ building his abortion clinics backed by the Liberal government healthcare. I …
Justin Trudeau gave the highest medal of honor in Canada to Dr. Morgantil. He is the biggest Abortionist and made his millions of $ building his abortion clinics backed by the Liberal government healthcare. I know that in Alberta girls and women can have 4 abortions each on the tax payer healthCare. My dear lady that said she has to wait over a year for a surgery youneed now. Just add all the women that areof legal age and times it by four and you'll get a small fraction of where our Canadian babies are, no longer apart of our families. I believe that many of our Provenances participate in this abominations. The clinics are called Family Planning Agency. I don't know if you realize this but our votes in Canada only count if you are voting for the Governmental in the're plans!!!
Identity Attack0.031980325
Insult0.07428485
Profanity0.018324144
Threat0.009463178
Severe Toxicity0.004634857
Low Tox 0.1537979 Constructive 0.632
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Allowing them in for a vote!!!! Where are they going to live? Why are tax payers on the hook for all the money immigrants receive when coming to Canada? Look at the state this country …
Allowing them in for a vote!!!! Where are they going to live? Why are tax payers on the hook for all the money immigrants receive when coming to Canada? Look at the state this country is in!!! Liberals need to go and right quick! This country needs a real leader!!!
Identity Attack0.08170113
Insult0.056133457
Profanity0.014566627
Threat0.008311004
Severe Toxicity0.0036621094
Low Tox 0.1537979 Moderate Con 0.369
Jan 3, 2026 4 likes New rules, regulations take effect …
They cry ,complain and vote Liberal every time!
They cry ,complain and vote Liberal every time!
Identity Attack0.029144434
Insult0.06953252
Profanity0.017162729
Threat0.0077284453
Severe Toxicity0.0024795532
Low Tox 0.15324512 Low Con 0.202
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, …
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, ZERO $$$! Then I had to apply to get Disability Canada Pension because I can't physically work anymore.. (damaged back, head injury, I have to use a cane and knee braces to walk)! I spent my savings just surviving while being forced to fight for MY money from my own government for 5 years just to get a measly $300. a month! THAT'S IT! Luckily my spouse works , we paid off our house ten years ago! But, we still barely get by! Every person I speak to about my case with the government on the phone, can barely speak English and yell at me or are VERY impatient with me, because I can't understand THEM, they usually hang up! When I ask to please speak to someone IN Canada, they hang up, then I have to wait another hour to talk to someone else! (I went to 4 government funded agencies to see if I could possibly get a job working from home, because I have trouble getting out! All sent me somewhere else! One agency who is supposed to help disabled people in WPG, REES, the agent refused to talk to me or look me in the eye, * he got a supervisor to talk to me! Because he's Muslim and I'm Gay! They were continuously hostile/aggressive towards me without reason??? I volunteer at 2 different food banks , I've met TONS of people who have never worked a day in their lives, their family, parents, grandparents have never worked... EVER! Yet they have brand new trucks??? Still go to food banks? AND, several new Canadians who I've met, have never worked a day in Canada... Some with new cars??? Yet everyone else receives 10 times what I receive to live on??? I PAID TAXES ALL OF MY LIFE! We can't afford a car! Yet... I don't blame them! I would take it they offered! I blame our government (NDP, Libs, AND CONservatives) who don't give a crap about disabled and seniors in Canada! Or if you paid taxes all of your life , into a system that's supposed to help when you need it! ALL politicians in Canada just whore out their votes! I've volunteered for almost 40 years, also holding down jobs, helping others, I've never seen so may seniors and disabled people forced to access food banks and soup kitchens than the last few years! EVER! Disabled people have to constantly prove they are disabled enough to get kitchen scraps from sociopathic politicians who are over paid and under worked! Fees go up, taxes go up, housing goes up, property taxes go up, bus fairs go up, etc.. Services go WAY down! We can afford trillion$ in corporate welfare, but not help our own? Seniors can't afford to live in their homes anymore! YOU'RE WELCOME for paying for YOUR golden pensions pig politicians, and NOT helping us when we need it! POS!
Identity Attack0.018168874
Insult0.06858205
Profanity0.040158957
Threat0.009463178
Severe Toxicity0.005302429
Low Tox 0.15324512 Constructive 0.763 Personal_Narrative
Sep 3, 2025 1 likes Why Canadians Are Turning Against …
Ha ha. You deserve this by voting leftist 😂 and liberal
Ha ha. You deserve this by voting leftist 😂 and liberal
Identity Attack0.058856625
Insult0.057890166
Profanity0.022559889
Threat0.008919456
Severe Toxicity0.0037002563
Low Tox 0.15213956 Low Con 0.158
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Most of them will stay because they think Canadians will vote Liberal again and Liberal will give them legal status. Those who vote Liberal last election are accomplices of this chaos.
Most of them will stay because they think Canadians will vote Liberal again and Liberal will give them legal status. Those who vote Liberal last election are accomplices of this chaos.
Identity Attack0.052490227
Insult0.07396803
Profanity0.012585391
Threat0.007417747
Severe Toxicity0.0019836426
Low Tox 0.15213956 Low Con 0.224 Unverified_Claim
Jan 15, 2026 7 likes 2.9 million Canadian temporary visas …
Stop voting liberal and NDP
Stop voting liberal and NDP
Identity Attack0.062039822
Insult0.061276767
Profanity0.017709278
Threat0.00866054
Severe Toxicity0.0037193298
Low Tox 0.15158679 Low Con 0.241 Call_To_Action
Feb 4, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
Doing the same thing over and over and expecting a different result is the definition of insanity. We have been under Liberal governance for well over 10 years, how is that working out for you? …
Doing the same thing over and over and expecting a different result is the definition of insanity. We have been under Liberal governance for well over 10 years, how is that working out for you? If you are ready for a change, remember to vote with your mind not your emotions, elections have consequences, we have been paying the price for too long.
Identity Attack0.004846719
Insult0.082619295
Profanity0.015318131
Threat0.006246155
Severe Toxicity0.0014781952
Low Tox 0.15103401 Constructive 0.653
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The definition of madness is doing the same thing multiple times and expecting a different result. Nowhere to rent. No houses under $1mil. Skyrocketing gas and grocery prices. Overall cost of living is skyrocketing. Wages …
The definition of madness is doing the same thing multiple times and expecting a different result. Nowhere to rent. No houses under $1mil. Skyrocketing gas and grocery prices. Overall cost of living is skyrocketing. Wages are painfully low. But we'll keep voting for the same governments that have made the choices that have led to these problems over and over again. Madness.
Identity Attack0.003921773
Insult0.07301756
Profanity0.026863953
Threat0.007340072
Severe Toxicity0.0020694733
Low Tox 0.14950264 Constructive 0.538 Policy_Critique
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Regular & Seasoned-Political-professionals-citizens knows it from the get go all they desire my vote liberally..and They provide rationale that immigrants produce & create stuff so get over it🤔
Regular & Seasoned-Political-professionals-citizens knows it from the get go all they desire my vote liberally..and They provide rationale that immigrants produce & create stuff so get over it🤔
Identity Attack0.10221587
Insult0.04442204
Profanity0.016411226
Threat0.0068416605
Severe Toxicity0.0029563904
Low Tox 0.147767 Moderate Con 0.416 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Carney vlonlkst self servingibrs want imgrants to vote for them that the reason thafs why they want to give the ones on pr to vote Biden era all over again in canada
Carney vlonlkst self servingibrs want imgrants to vote for them that the reason thafs why they want to give the ones on pr to vote Biden era all over again in canada
Identity Attack0.073429056
Insult0.061451588
Profanity0.017436003
Threat0.0066280556
Severe Toxicity0.0029945374
Low Tox 0.1460314 Low Con 0.206 Unverified_Claim
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
15:10, The liberal government is facilitating a social invasion to remain in power. They provide benefits to certain groups and say, "We, the liberals, did this for you. Vote for us, or you'll lose everything." …
15:10, The liberal government is facilitating a social invasion to remain in power. They provide benefits to certain groups and say, "We, the liberals, did this for you. Vote for us, or you'll lose everything." This initiative began in 2015 under the leadership of Justin Trudeau, who is often perceived as a puppet of the World Economic Forum (WEF). Your vote is overshadowed by the large cities that are controlled by liberals. If you want a glimpse of Canada, look at what's happening in England right now. If nothing changes, that could be the future of this country!💯
Identity Attack0.027815815
Insult0.07555214
Profanity0.019690514
Threat0.00789674
Severe Toxicity0.0025367737
Low Tox 0.14429577 Constructive 0.639 Unverified_Claim
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
It seems to me that fall of Canada is deliberate and being orchestrated by our own over-paid federal government politicians and bureaucrats. What's their agenda and is there a common denominator? Well, like Klaus za …
It seems to me that fall of Canada is deliberate and being orchestrated by our own over-paid federal government politicians and bureaucrats. What's their agenda and is there a common denominator? Well, like Klaus za penitrator sez, more zan hef za Liebral cabinet are hiss WEF yong globel leaders. You might want to know who they are before you cast a vote.
Identity Attack0.010951365
Insult0.06669625
Profanity0.02973333
Threat0.0072106146
Severe Toxicity0.0029182434
Low Tox 0.14256015 Moderate Con 0.347 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
😭 what is wrong with some Canadians ? wake up. I think it's time to let the young people vote and the old people should sit it out, no offense.
😭 what is wrong with some Canadians ? wake up. I think it's time to let the young people vote and the old people should sit it out, no offense.
Identity Attack0.07508347
Insult0.042665333
Profanity0.014566627
Threat0.00933372
Severe Toxicity0.0032806396
Low Tox 0.13908891 Moderate Con 0.447 Call_To_Action
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Talk, talk, talk.......If you were serious You would come out and vote. And vote PPC! But...No. 😅 👍 👍 And Cnadians would start having kids!!!
Talk, talk, talk.......If you were serious You would come out and vote. And vote PPC! But...No. 😅 👍 👍 And Cnadians would start having kids!!!
Identity Attack0.04512853
Insult0.058475737
Profanity0.014839902
Threat0.00756015
Severe Toxicity0.0032424927
Low Tox 0.13908891 Low Con 0.292
Jan 4, 2026 1 likes Why Canadians Are Turning Against …
Simple answer never vote liberal again
Simple answer never vote liberal again
Identity Attack0.06613251
Insult0.03235855
Profanity0.015181494
Threat0.013528148
Severe Toxicity0.0039100647
Low Tox 0.13561769 Low Con 0.227 Call_To_Action
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Elbows crowd keeps voting for this
Elbows crowd keeps voting for this
Identity Attack0.024600167
Insult0.06023245
Profanity0.029596692
Threat0.007870848
Severe Toxicity0.003376007
Low Tox 0.13561769 Low Con 0.142 Identity_Assertion
Feb 19, 2026 2 likes Canadian immigration officers investigating hundreds …
ELBOWS UP! 🤡 Learn how to vote next time Canadians…
ELBOWS UP! 🤡 Learn how to vote next time Canadians…
Identity Attack0.099072486
Insult0.042665333
Profanity0.015420608
Threat0.009618527
Severe Toxicity0.004787445
Low Tox 0.13561769 Low Con 0.248
Aug 27, 2025 Why Canadians Are Turning Against …
Liberals have destroyed Canada. Wake up people. I’ll never vote for liberals. Carney is a bad omen. I can’t trust the liberal leadership. Vote for conservatives.
Liberals have destroyed Canada. Wake up people. I’ll never vote for liberals. Carney is a bad omen. I can’t trust the liberal leadership. Vote for conservatives.
Identity Attack0.0018554581
Insult0.045218043
Profanity0.0005508565
Threat0.00457396
Severe Toxicity0.000010511292
Low Tox 0.13473196 Policy_Critique
Apr 15, 2025 1 likes
Half of candians did not vote liberal , so put you tar brush away , a day of reconing is coming for the liberals and all those that voted for them . PP for PM
Half of candians did not vote liberal , so put you tar brush away , a day of reconing is coming for the liberals and all those that voted for them . PP for PM
Identity Attack0.036620867
Insult0.057890166
Profanity0.0166845
Threat0.012078222
Severe Toxicity0.0033187866
Low Tox 0.1269396 Moderate Con 0.302
Sep 12, 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.