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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: "GET THEM ALL OUT NOW …" 2,660 comments · Page 73 of 107
We all immigrats get use to it
We all immigrats get use to it
Identity Attack0.10221587
Insult0.030044744
Profanity0.033645786
Threat0.009747985
Severe Toxicity0.0048065186
Low Tox 0.15324512 Low Con 0.29 Solidarity
Aug 28, 2025 Why Canadians Are Turning Against …
Canada is basically an oligopoly. The politicians are intertwined with a wealthy ruling class that is extremely politically protected. The influx of immigrants was by design to repress wages and ensure that wealthy oligarchs could …
Canada is basically an oligopoly. The politicians are intertwined with a wealthy ruling class that is extremely politically protected. The influx of immigrants was by design to repress wages and ensure that wealthy oligarchs could continue to pay minimum wage for labor. The politicians get board positions in exchange for these favours. The media is heavily subsidized by government, and Donald Trump going off on Canada and threatening tariffs was all they needed to ensure our conservatives could be painted as traitors to the country and the Liberals could be guaranteed a win so the charade can continue.
Identity Attack0.055218685
Insult0.07428485
Profanity0.018392462
Threat0.008077981
Severe Toxicity0.0031089783
Low Tox 0.15324512 Moderate Con 0.488 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
We are suffering greatly but if we all collectively blame it on Trump we can feel better while it gets worse. Elbows up everybody
We are suffering greatly but if we all collectively blame it on Trump we can feel better while it gets worse. Elbows up everybody
Identity Attack0.010507392
Insult0.06512285
Profanity0.015898837
Threat0.012906751
Severe Toxicity0.0023460388
Low Tox 0.15324512 Moderate Con 0.413
Jan 14, 2026 1 likes Canada’s new rules in 2026
Its literally India now. Diversity and cultural mosaics are meant to be that everyone comes here in equal measure. Instead, we just get India, and tbh I vastly prefer the old Canadian culture over the …
Its literally India now. Diversity and cultural mosaics are meant to be that everyone comes here in equal measure. Instead, we just get India, and tbh I vastly prefer the old Canadian culture over the new Indian culture thats being forced in
Identity Attack0.17614605
Insult0.031146556
Profanity0.020578653
Threat0.007340072
Severe Toxicity0.003376007
Low Tox 0.15269235 Constructive 0.512 Identity_Assertion
Jun 20, 2025 52 likes How Canada broke its immigration …
They will still bring in a large number of PRs. I dont mind if they are doctors and nurses to ease the pressure on hospitals. Instead we get low skilled immigrants. Enough immigration and support …
They will still bring in a large number of PRs. I dont mind if they are doctors and nurses to ease the pressure on hospitals. Instead we get low skilled immigrants. Enough immigration and support Canadian youth.
Identity Attack0.10221587
Insult0.060752302
Profanity0.012414595
Threat0.00713294
Severe Toxicity0.0027275085
Low Tox 0.15269235 Constructive 0.609 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026
Okay Tyler buddy, it’s been 3 weeks since you uploaded a video. Get to postin you part timer!
Okay Tyler buddy, it’s been 3 weeks since you uploaded a video. Get to postin you part timer!
Identity Attack0.005401687
Insult0.06826523
Profanity0.024541125
Threat0.009618527
Severe Toxicity0.00333786
Low Tox 0.15269235 Low Con 0.277 Meta_Commentary
Feb 17, 2026 20 likes Inside Canada's Indian Invasion...
I am sure all the Punjabis that you have spoken to have a Bachelors degree at least.I am not from Punjab, but i was fascinated to see Punjab, you should go to Chandigarh.The people in …
I am sure all the Punjabis that you have spoken to have a Bachelors degree at least.I am not from Punjab, but i was fascinated to see Punjab, you should go to Chandigarh.The people in Punjab want their children to study abroad so that they dont get into drugs and all.Also, it is just a showoff thing to show pictures of pre owned dodge challenger and mustangs to their friends and family back home.
Identity Attack0.10221587
Insult0.06372428
Profanity0.029460056
Threat0.009359611
Severe Toxicity0.0048065186
Low Tox 0.15269235 Constructive 0.694 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Are they seriously trying to include fresh immigrants as canadians, as if they've grown up here? No, they get no say.. Once your accent has been destroyed will canadians accept you as canadian.
Are they seriously trying to include fresh immigrants as canadians, as if they've grown up here? No, they get no say.. Once your accent has been destroyed will canadians accept you as canadian.
Identity Attack0.10221587
Insult0.039444692
Profanity0.014225035
Threat0.012026439
Severe Toxicity0.0035858154
Low Tox 0.15269235 Moderate Con 0.358 Identity_Assertion
Feb 17, 2026 Canada's tighter immigration policy divides …
My friends dad was a refugee in Sweden. He faked illnesses to get extra money and was allowed to retire 20 years earlier. Then he moved back to Syria and he still gets money, he …
My friends dad was a refugee in Sweden. He faked illnesses to get extra money and was allowed to retire 20 years earlier. Then he moved back to Syria and he still gets money, he has no job, he doesn't need it.....
Identity Attack0.084182754
Insult0.043250903
Profanity0.020032106
Threat0.008246276
Severe Toxicity0.00333786
Low Tox 0.15269235 Constructive 0.577
Jan 10, 2019 How much do refugees and …
Trudumb's Plandemic may have deterred young people from having kids. Mine included. Get out the horses. Teach them a lesson. Cheers
Trudumb's Plandemic may have deterred young people from having kids. Mine included. Get out the horses. Teach them a lesson. Cheers
Identity Attack0.007732552
Insult0.075868964
Profanity0.016411226
Threat0.008285114
Severe Toxicity0.00289917
Low Tox 0.15213956 Moderate Con 0.425
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Thanks Liberals for pushing us so far down the hole it's going to take a miracle to get us back on top. Remember the size of family our great grandparents, grandparents had ~ like 7 …
Thanks Liberals for pushing us so far down the hole it's going to take a miracle to get us back on top. Remember the size of family our great grandparents, grandparents had ~ like 7 to 10 kids, I'm 60 and had 4 siblings. The size of families just keeps getting smaller ~ too expensive for everything for adults and even more so for the cost of a child. 95% of us don't have that silver spoon in our mouths at birth......
Identity Attack0.014551271
Insult0.0670459
Profanity0.032894265
Threat0.008323951
Severe Toxicity0.0031089783
Low Tox 0.15213956 Constructive 0.682 Economic_Argument
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have …
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have to work 2-3 minimum wage paying jobs to get by, no we don't want to live 4 or more to a 400 sqft studio apartment, yes we want to be able to afford our own homes, yes we want to be able to achieve a stable middle class lifestyle. That doesn't work for the crony capitalists who's greed and lust for power always needs satiating. So we have the Liberal government bringing in more immigrants than we have infrastructure to accommodate in an effort to keep wages down so profits can always be up. Immigrants who are willing to accept a lower quality of life than what most Canadians expect/accustom to because it's still superior to where they came from. So the quality of life for all Canadians is exponentially reduced. We are to accept a lower quality of life and if we resist then we are branded with all kinds of derogatory names; racist, xenophobe, fascist, unacceptable fringe, far-right extremists, et al. What's undeniable is that before the Liberals took power in 2015 we had an immigration system in Canada that worked quite well and that since the Liberals took power our immigration system is a destructive mess. This isn't by accident or incompetence, it's intentional, by design. Unfortunately Canada has a problem with so much of our population being ideologically blind, willingly ignorant, easily manipulated, cowardly staying in an abusive relation with our current oppressive government. Question is can the country be saved before too much damage is done?
Identity Attack0.030433474
Insult0.0820023
Profanity0.021056883
Threat0.0068416605
Severe Toxicity0.00289917
Low Tox 0.15213956 Constructive 0.741
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
thats the problem ! it can't be saved !!! its too far gone ! the real canada is no more ! &&& you can never ever get it back R I P .
thats the problem ! it can't be saved !!! its too far gone ! the real canada is no more ! &&& you can never ever get it back R I P .
Identity Attack0.06704199
Insult0.039444692
Profanity0.016001316
Threat0.01052473
Severe Toxicity0.004749298
Low Tox 0.15213956 Moderate Con 0.339
Sep 20, 2025 Why Canadians Are Turning Against …
Canada used to have one of the strictest immigration systems in the world. We need to get back to that system where immigrants were vetted for years before earning citizenship. It's like Trudeau saw what …
Canada used to have one of the strictest immigration systems in the world. We need to get back to that system where immigrants were vetted for years before earning citizenship. It's like Trudeau saw what Biden was doing and then said "Hold my White Claw!"
Identity Attack0.10221587
Insult0.04032305
Profanity0.015693882
Threat0.009851551
Severe Toxicity0.004005432
Low Tox 0.15158679 Constructive 0.586 Policy_Critique
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
We need to stop these human rights activist to get back into the territory, applying resources to liberal judges to allow the abuse to continue
We need to stop these human rights activist to get back into the territory, applying resources to liberal judges to allow the abuse to continue
Identity Attack0.052035484
Insult0.056133457
Profanity0.01764096
Threat0.017674083
Severe Toxicity0.0032234192
Low Tox 0.15158679 Low Con 0.186 Fear_Threat
Feb 24, 2026 1 likes 'We do know that there's …
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal …
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal immigrant who migrated here with a nuclear family only on merit, I believe I earn the privilege to voice my thoughts here. First of all, rather than blaming the hoards of Indian immigrants, why don't anyone ask questions to the people who allowed it? Why not ask the politicians who vetoed it? Why not ask the police who is not able to stop reckless drivers? Why not ask the minister's who allow hospitals to run under staffed? USA has a massive Indian diaspora. But they are mostly IT workers and CEOs and Doctors. So who was at mistake of bringing illiterate, uncouth Indians to Canada? After earning all the required merit, and paying as much taxes from my family that is equivalent to minimum wages of at least 4 people, it hurts me to see undeserving people taking benefits of the system, while we get the short end. No one seemed too concerned when Indian students brought in so much money and revived some dead economies. No one blamed thousands of Punjabi businesses bringing in dollars into the economy. India, with its 150 billion people has s#!to eaters and people who can buy out Canada. You only see the bad. Press the government to bring in good people. Doctors, engineers, lawyers, scientists, business people, who will add value to the country and generate you jobs and salaries and grow this country. Not cooks and drivers only. Khalistan and Pro-BJP factions are both bad outside India. They all should go back and let the peace loving Indians and Canadians live here in peace. I don't hate anyone, but just the people who make my home country and me look bad. We ain't that bad after all.
Identity Attack0.105836816
Insult0.05262003
Profanity0.016172111
Threat0.007909686
Severe Toxicity0.0029945374
Low Tox 0.15158679 Constructive 0.821 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually ended up speaking with a possible "mule" who again is there "temporarily" 3. Please look up the free documentary CBC put out in regards to the E Indian community "handing out" commercial driving licenses 4. Please search all the recent arrests inbound and outbound Detroit and Port Huron borders. 98% east Indian and the names are always written in the articles. These are facts 5. The "mules" get a slap on the wrist for the contraband and end up getting deported 6. The company starts the process again and claims they know nothing 7. Their company owners all drive exotic vehicles and fancy homes Please look into this, it's been happening for years and years
Identity Attack0.024198212
Insult0.071750276
Profanity0.024199532
Threat0.0101363575
Severe Toxicity0.0039863586
Low Tox 0.15103401 Constructive 0.747 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never …
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never got that! and they also get the child tax free benefit too…..if they have 8-10kids wow ..they are making over six figures tax free ..free dental, free RX….I have to work hard for that! No freebies for the hard working Canadian tax payers! No wonder they all want to come to Canada …the land of milk and honey and easy money…why work? She forgot to mention that a lot of refugees never pay back the money for their air fare costs to come here ..ever! A lot of them complained when they had to go on welfare after a year…a drop on income…..oh no …maybe they have to go out in the cold to work everyday…..no , just have another kid or two…why work right. No wonder we pay high taxes in Canada!
Identity Attack0.06294931
Insult0.06652143
Profanity0.020783609
Threat0.0068287146
Severe Toxicity0.0048065186
Low Tox 0.15103401 Constructive 0.651
Aug 23, 2023 2 likes How much do refugees and …
You can rent a seat on a scam car. You pay 500 dollars, and you get to be in the car when its in a purpose insurance scam accident. "oh........my back.......". Its true, its a …
You can rent a seat on a scam car. You pay 500 dollars, and you get to be in the car when its in a purpose insurance scam accident. "oh........my back.......". Its true, its a business.
Identity Attack0.0027378413
Insult0.070799805
Profanity0.020783609
Threat0.00866054
Severe Toxicity0.0025177002
Low Tox 0.15103401 Moderate Con 0.33 Unverified_Claim
Feb 27, 2026 Inside Canada's Indian Invasion...
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because …
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because the immigration offices are not doing their jobs. We've been flodded with fake students for years now. And for the record I am not against student visas and legal and appropriate immigration. Far from it. I appreciate every person, whether from India or somewhere esle, that is in Canada legally and with intention to integrate and contribute.
Identity Attack0.056582913
Insult0.06669625
Profanity0.02522431
Threat0.007417747
Severe Toxicity0.0032615662
Low Tox 0.15103401 Constructive 0.794 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us …
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us to death, or do we get out and call the successful fire dept, like Argentina, Trump and Poland. So tired of asking why, isn't it obvious
Identity Attack0.033269364
Insult0.031697463
Profanity0.018255826
Threat0.0824309
Severe Toxicity0.005264282
Low Tox 0.15103401 Moderate Con 0.329
Aug 29, 2025 Why Canadians Are Turning Against …
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone …
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone with a brain can see what the USA has become these days (government wise) But a controlled program without liberals and conservatives talking it into the ground. Or going the human rights violations route. We would see a noticeable decrease in this very evident problem, and yes it’s problem. I’m not liberal or conservative at all and you should not need to be either to see the problem.
Identity Attack0.058401883
Insult0.06617179
Profanity0.025497584
Threat0.010369381
Severe Toxicity0.003566742
Low Tox 0.15103401 Constructive 0.665
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Enough. Get busy, like Mr. Trump.
Enough. Get busy, like Mr. Trump.
Identity Attack0.0037922803
Insult0.0817555
Profanity0.014395831
Threat0.008259222
Severe Toxicity0.0020694733
Low Tox 0.15048122 Low Con 0.122 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I live in Toronto and it is full of Indian students. They are everywhere, every business, gas stations, grocery stores, dollar stores, all basic jobs you find indians. They can get visas for their spouses, …
I live in Toronto and it is full of Indian students. They are everywhere, every business, gas stations, grocery stores, dollar stores, all basic jobs you find indians. They can get visas for their spouses, their parents so easily. How is it so easy for them to get into Canada. Some can hardly speak English. Its hard to even get a basic job.
Identity Attack0.14233272
Insult0.03423163
Profanity0.014498309
Threat0.0065827454
Severe Toxicity0.0030517578
Low Tox 0.15048122 Constructive 0.631 Personal_Narrative
Nov 20, 2025 92 likes Quebec Ends Economic Immigration Program …
I dont get why they’re kicking out immigrants who work and can actually integrate?
I dont get why they’re kicking out immigrants who work and can actually integrate?
Identity Attack0.1232452
Insult0.024124376
Profanity0.019622196
Threat0.023371955
Severe Toxicity0.0034332275
Low Tox 0.15048122 Moderate Con 0.357 Question
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …

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.