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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: "Why was it when Harper …" 30 comments · Page 1 of 2
Just yet another example of how foolish Canadians were in 2015 when they replaced a competent Harper government with a very incompetent Trudeau/Carney government!
Just yet another example of how foolish Canadians were in 2015 when they replaced a competent Harper government with a very incompetent Trudeau/Carney government!
Identity Attack0.46028158
Insult0.6500014
Profanity0.089370176
Threat0.007197669
Severe Toxicity0.023076924
Moderate 0.61223894 Low Con 0.279 Insult Policy_Critique
Feb 22, 2026 LILLEY UNLEASHED: The fall of …
No Canada has not been long deemed a hub of multiculturalism. You are a globalist liar. Multiculturalism has been crammed down our throats in the last 3 decades. Canada was created by immigration alright, but …
No Canada has not been long deemed a hub of multiculturalism. You are a globalist liar. Multiculturalism has been crammed down our throats in the last 3 decades. Canada was created by immigration alright, but immigration of Judeo-Christian Europeans who all assimilated into Canadian Culture. In the last 3 decades they have been trying to destroy that Canada by bringing in people from everywhere but Judeo-Christian nations with nothing in common with that Canadian culture and trying to force Canadians to accept being replaced by non assimilating 2nd, 3rd and 4th world Rodents who try to turn the country into the shitholes they ran from. You can lie all you want. Canada is finished if they don't deport everything that came in illegally under Trudeau and Harper that have been allowed to discriminate openly along with the women against the White males that created everything. That is what's happened in Canada, not the BS you spew here. Deport them all and Make Canada Canada again. One last point, foreign students have been the biggest nothingness brought in. Canadian kids get excluded because the foreign student pays twice the tuition, that's the only reason they are brought in. The majority make nothing better and disrespect the country openly, daily. That is the truth about Canada and immigration.
Identity Attack0.11307524
Insult0.32162124
Profanity0.013995135
Threat0.0039436007
Severe Toxicity0.0041283946
Moderate 0.5240014
Apr 14, 2025
Harper : Trudeau will open the floodgates and bring in millions of undesirables. Trulyatraitor trudolt: that’s not true mr. Harper. WHY can we NOT hold lying thieving treasonous politicians accountable??????????
Harper : Trudeau will open the floodgates and bring in millions of undesirables. Trulyatraitor trudolt: that’s not true mr. Harper. WHY can we NOT hold lying thieving treasonous politicians accountable??????????
Identity Attack0.036105253
Insult0.57566804
Profanity0.049177196
Threat0.011638066
Severe Toxicity0.017093835
Moderate 0.52139956 Low Con 0.28 Insult Call_To_Action
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Harper filled canada up with the garbage politicians and garbage laws used by trudeau and carney. China took over and then conservatives switched to turbins and dont rock the boat.
Harper filled canada up with the garbage politicians and garbage laws used by trudeau and carney. China took over and then conservatives switched to turbins and dont rock the boat.
Identity Attack0.14661247
Insult0.5723624
Profanity0.07967158
Threat0.0073918556
Severe Toxicity0.017158391
Moderate 0.52139956 Low Con 0.219 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Both Harper and Trudeau punk asses ruined this country. Trudeau's fears should've came true that day!!
Both Harper and Trudeau punk asses ruined this country. Trudeau's fears should've came true that day!!
Identity Attack0.041261412
Insult0.5130944
Profanity0.39026237
Threat0.024753258
Severe Toxicity0.023974609
Moderate 0.51980776 Low Con 0.281 Insult
Sep 15, 2025 Why Canadians Are Turning Against …
The Trudeau and the NEW Carney LIBERAL GOVERNMENT give themselves Raises every year cause they know prices keep increasing. The Liberals know that the last 10 years of inflation and immigration Shitt are Stephen Harper's …
The Trudeau and the NEW Carney LIBERAL GOVERNMENT give themselves Raises every year cause they know prices keep increasing. The Liberals know that the last 10 years of inflation and immigration Shitt are Stephen Harper's Fault.
Identity Attack0.10221587
Insult0.4125297
Profanity0.44431314
Threat0.00967031
Severe Toxicity0.023076924
Moderate 0.4574824 Low Con 0.275
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
After the Trudeau nightmare years, I'm sure that many Canadians would beg to get Harper back. Hate him or like him, he wasn\\t corrupt and un-ethical like JustDIM Trudeau.
After the Trudeau nightmare years, I'm sure that many Canadians would beg to get Harper back. Hate him or like him, he wasn\\t corrupt and un-ethical like JustDIM Trudeau.
Identity Attack0.037909906
Insult0.4794537
Profanity0.026863953
Threat0.007573096
Severe Toxicity0.007247925
Moderate 0.4014846 Moderate Con 0.463 Policy_Critique
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
Remember Stephen Harper started it all and Juntine just ramped it up. WELCOME TO CANINDIA, WE NEED MASS DEPORTATION !!! NOW !!!
Remember Stephen Harper started it all and Juntine just ramped it up. WELCOME TO CANINDIA, WE NEED MASS DEPORTATION !!! NOW !!!
Identity Attack0.29798782
Insult0.15236975
Profanity0.033645786
Threat0.13815513
Severe Toxicity0.020127986
Moderate 0.3389984 Low Con 0.26
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a …
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a concept referring to First Nations presence on the land long before recorded history. Archeological and genetic evidence suggests migration from northeastern Asia, likely via the Bering Strait, with research pointing to human arrival 30,000 years ago or even earlier. 2) we have welcomed immigrants to settle our lands since more inhabitants equals more revenues for infrastructure. Yes, restructuring of the process is a good idea. 3) Poilievre is a thin skinned man of the pointy finger and blame game with little to offer in actual plans or programs. He plays to people’s gripes, whining, and general b*tch*ness. He IS very similar to the blow-hart down south although more literate. 4) There is no possible way he, especially being of like behaviour, could deal with The Felon. He is NOT a negotiator. He is not calm; he’s bombastic. He’s waaaaaaaay to the right, and will trample equal rights for women, and other valued communities. He has no interest in listening to other positions, views, or suggestions. His way or the highway. Again like the Fascist down south. 4) Our provincial leaders (except a few traitors to Canada’s sovereignty) are behind the extremely difficult work Carney is doing for our country. 67% of Canadians are cheering him on, including the Conservative playground scrapper, Doug Ford, plus Stephen Harper. So, put your bile on hold and support the positive. We’re in a really difficult, daily changing, coming at us from all sides, battle with the POS south of us. Carney is giving it his all. Can’t imagine he gets much sleep. How ‘bout break with the party-love, and have some respect for someone working so hard. Fighting for YOU! ❤️🇨🇦❤️
Identity Attack0.18903255
Insult0.3388922
Profanity0.10425757
Threat0.00746953
Severe Toxicity0.014253352
Moderate 0.33338684 Constructive 0.737
Aug 26, 2025 Why Canadians Are Turning Against …
Why was it when Harper was Prime Minister, our Country was prosperous . Then Trudeau hit, followed by elbows up Carnage Carney and look where we are now. People who voted in this mess should …
Why was it when Harper was Prime Minister, our Country was prosperous . Then Trudeau hit, followed by elbows up Carnage Carney and look where we are now. People who voted in this mess should be ashamed for being part of destroying this Country.
Identity Attack0.015757138
Insult0.27558193
Profanity0.023516348
Threat0.033386398
Severe Toxicity0.0061798096
Moderate 0.3127066 Moderate Con 0.346 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Harper opened up the flood gates to these hindus/indians (1.5mil tfws per year).....But maxime bernier cant even speak English!
Harper opened up the flood gates to these hindus/indians (1.5mil tfws per year).....But maxime bernier cant even speak English!
Identity Attack0.28622448
Insult0.16853803
Profanity0.028503597
Threat0.017156094
Severe Toxicity0.011291504
Moderate 0.30427247 Low Con 0.23
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is too generous by far. We need to go back to the good system we had under PM Harper. We also need to enforce our laws and kick the illegals out. Or the very …
Canada is too generous by far. We need to go back to the good system we had under PM Harper. We also need to enforce our laws and kick the illegals out. Or the very least, cut off the social programs to these people.
Identity Attack0.28034934
Insult0.07555214
Profanity0.022628209
Threat0.33609006
Severe Toxicity0.014576134
Low Tox 0.29039988 Constructive 0.515 Policy_Critique
Feb 17, 2026 10 likes LILLEY UNLEASHED: The fall of …
Marriages of convenience was rampant before Harper destroying young Canadians' lives. Fake refugees would swoon naive girls into marriage saddling them with parental and financial responsibilities that they couldn't handle all with the blessing of …
Marriages of convenience was rampant before Harper destroying young Canadians' lives. Fake refugees would swoon naive girls into marriage saddling them with parental and financial responsibilities that they couldn't handle all with the blessing of the Liberal government. America gave these cases ten years to see if they would leave where as Canada gave just a few months. Just another example of Liberals putting the interests of non citizens above citizens.
Identity Attack0.12735364
Insult0.15556364
Profanity0.013951761
Threat0.011042561
Severe Toxicity0.004749298
Low Tox 0.23415339 Moderate Con 0.444 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Why is immigration Canada discriminating against white immigrants? Why is immigration Canada importing 500,000 new immigrants a year when our unemployment rate is 6.5% and food banks can't keep up with soaring demand? Why are …
Why is immigration Canada discriminating against white immigrants? Why is immigration Canada importing 500,000 new immigrants a year when our unemployment rate is 6.5% and food banks can't keep up with soaring demand? Why are Canadian universities denying acceptance to Canada's business and engineering programs when these graduates are the ones who could invest in Canada and create enough jobs for Canadians? Why hasn't the Canadian government lowered Canada's age of consent so young women can get married again and have children instead of relying so heavily on immigrants for our population growth? Why is divorce law so punitive in Canada (a lifetime of alimony payments for marriages ending after ten years) discouraging people from getting married? Why does the Canadian government hate Canadians so much and is not reversing the destructive laws of Steven Harper and the conservatives? Is it the goal of the Canadian government to kill us Canadians and replace us all with immigrants who look like Canada's Aboriginal people? If so then why doesn't Canada protect white people from Aboriginal people so that white people can succeed in Canada?
Identity Attack0.21075934
Insult0.06023245
Profanity0.016752819
Threat0.00823333
Severe Toxicity0.0048065186
Low Tox 0.19694418 Constructive 0.545 Economic_Argument
Feb 9, 2026 How Canada broke its immigration …
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in …
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in shambles! Stephen Harper was a great leader! We need that again, forget about the Liberals!
Identity Attack0.068465814
Insult0.0838533
Profanity0.01402008
Threat0.0076637166
Severe Toxicity0.0031471252
Low Tox 0.17545098 Constructive 0.515
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The immigration system running well in 2010? Really. Under Harper? The man who wanted "Old Stock"? The federal government spends 9000 per year per canadian on health care. Do the math. This sum works out …
The immigration system running well in 2010? Really. Under Harper? The man who wanted "Old Stock"? The federal government spends 9000 per year per canadian on health care. Do the math. This sum works out to about 1400 per person. As a Canadian, I say big hairy deal!. Anothrr bunch of Old Stock Canadians creating a tempist in a teapot!
Identity Attack0.06249457
Insult0.07808672
Profanity0.015454767
Threat0.006925808
Severe Toxicity0.0030899048
Low Tox 0.1641865 Moderate Con 0.465 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Lots of hating on J Trudeau here but Harper is the one that drastically expanded the temporary foreign worker programme. And he subsidized it so said workers only had to be paid 75% of minimum …
Lots of hating on J Trudeau here but Harper is the one that drastically expanded the temporary foreign worker programme. And he subsidized it so said workers only had to be paid 75% of minimum wage by the company hiring them while the gvmnt paid the rest. Companies literally pay less than min for tfws and the government pays the rest. That's why they are prioritized. Harper did this. Trudeau made it worse. Pollivere would not have stopped it. The current government will only expand it. Minor parties are being sidelined, bribed, or otherwise shit down across the political spectrum. NDP sold out long ago. Bloc don't care as long as the aliens pretend to speak French as much as they pretend to speak English. There is no democratic solution.
Identity Attack0.00828752
Insult0.06494803
Profanity0.018734055
Threat0.0075083673
Severe Toxicity0.0023078918
Low Tox 0.11223003 Constructive 0.613 Policy_Critique
Jun 21, 2025 2 likes How Canada broke its immigration …
Really started when harper stopped university subsidies and they were never restoed...then the insesitivityof the liberals to organized crime with universty organizations
Really started when harper stopped university subsidies and they were never restoed...then the insesitivityof the liberals to organized crime with universty organizations
Identity Attack0.01274247
Insult0.03768798
Profanity0.0127561875
Threat0.0077802283
Severe Toxicity0.0014305115
Low Tox 0.09655223 Low Con 0.23
Jun 27, 2025 1 likes How Canada broke its immigration …
During the Harper government my dad had a log hauling business in Alberta and British Columbia. We constantly got underbided by immigrant owned companies because the owner would be brand new immigrant who didn’t pay …
During the Harper government my dad had a log hauling business in Alberta and British Columbia. We constantly got underbided by immigrant owned companies because the owner would be brand new immigrant who didn’t pay taxes, and got interest free loans and I believe, federal government funded subsidized immigratie employees. When that business owner had lost his immigrant privileges he sold the company to a family member that just immigrated into Canada. So yea not a perfect system by a long shot
Identity Attack0.027614836
Insult0.030485468
Profanity0.016957775
Threat0.007081157
Severe Toxicity0.002193451
Low Tox 0.081625134 Constructive 0.692 Personal_Narrative
Feb 18, 2026 4 likes LILLEY UNLEASHED: The fall of …
wasn't it harper that opened the door by subsidizing immigrant workers wages? I still remember a woman on the news who got let go from a basic restaurant job in weyburn and replaced by an …
wasn't it harper that opened the door by subsidizing immigrant workers wages? I still remember a woman on the news who got let go from a basic restaurant job in weyburn and replaced by an immigrant with a federally subsidized wage.
Identity Attack0.036105253
Insult0.017743196
Profanity0.010689554
Threat0.0063626673
Severe Toxicity0.0012159348
Low Tox 0.051563308 Constructive 0.702 Economic_Argument
Feb 20, 2026 3 likes LILLEY UNLEASHED: The fall of …
Where were these concerns Liberals were taking these people on all sorts of visas from different countries and refugees? This was already indicated by Stephen Harper that we can’t support that massive intake, and now …
Where were these concerns Liberals were taking these people on all sorts of visas from different countries and refugees? This was already indicated by Stephen Harper that we can’t support that massive intake, and now the entire country is suffering
Identity Attack0.017063495
Insult0.01632893
Profanity0.01084327
Threat0.0069516995
Severe Toxicity0.0011539459
Low Tox 0.044141594 Moderate Con 0.465
Oct 1, 2025 IRCC Names India in Study …
Upgrade to the last video, "Don't they like us?" Stephen Harper opened the flood gates. Treadeu held then opened too long.
Upgrade to the last video, "Don't they like us?" Stephen Harper opened the flood gates. Treadeu held then opened too long.
Identity Attack0.0037367835
Insult0.014428918
Profanity0.014225035
Threat0.008194493
Severe Toxicity0.0012493134
Low Tox 0.034748793 Low Con 0.265
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Don't forget Harper's campaign slogan was.......@TRUDOPE HE'S JUST NOT READY>>>>this is now proven, even though it was apparent to the educated and critical thinking citizens that were born here and lived the CND lifestyle.
Don't forget Harper's campaign slogan was.......@TRUDOPE HE'S JUST NOT READY>>>>this is now proven, even though it was apparent to the educated and critical thinking citizens that were born here and lived the CND lifestyle.
Identity Attack0.0017851467
Insult0.020192537
Profanity0.009869732
Threat0.0059775305
Severe Toxicity0.0008249283
Low Tox 0.03309893 Moderate Con 0.41 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
Quantity was preferred over quality by Liberals. During Harper it was quality over quantity.
Quantity was preferred over quality by Liberals. During Harper it was quality over quantity.
Identity Attack0.0069185994
Insult0.017743196
Profanity0.009767254
Threat0.0060260775
Severe Toxicity0.0007534027
Low Tox 0.031684756 Low Con 0.231
Jun 19, 2025 How Canada broke its immigration …

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.