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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: "You want more power in …" 42 comments · Page 2 of 2
Why does no one mention the reason why politicians allow large scale immigration... because the self serving, long living, the most powerful political group - the white baby boomers - want to continue seeing their …
Why does no one mention the reason why politicians allow large scale immigration... because the self serving, long living, the most powerful political group - the white baby boomers - want to continue seeing their property value increase, cheap labor to serve them, and large consumer base to increase their business profits...
Identity Attack0.20483385
Insult0.06739554
Profanity0.0166845
Threat0.0071588317
Severe Toxicity0.004711151
Low Tox 0.2043827 Moderate Con 0.339 Policy_Critique
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Free plane ride home for these people during winter time, it's cool they'll be back in the spring. The Authoritative powers that govern over many government bodies think work should be a place to hire …
Free plane ride home for these people during winter time, it's cool they'll be back in the spring. The Authoritative powers that govern over many government bodies think work should be a place to hire friends and family and let them mess and around do whatever they want while they are at work and be totally corrupt this is a joke and when you people learn how to do things properly maybe there will be some order around here. Your supervisor should be respected and feared not some person asking for some of your paycheck and sexual favors from his co workers what kind of place are you people running? Hire a person that will fire all these clowns and find people that do exactly as they are told that they have no familial ties with this system is totally Nepotistic.
Identity Attack0.004994711
Insult0.10294484
Profanity0.021466793
Threat0.0074954215
Severe Toxicity0.0022125244
Low Tox 0.165053 Moderate Con 0.405
Dec 25, 2025 Deportations From Canada at Their …
As a Canadian born to immigrants, the emphasis of 'temporary foreign worker' is on 'temporary'. Its highly immoral for immigrants to be scapegoated for the greed of corporations wanting cheap slave labour, and for colleges …
As a Canadian born to immigrants, the emphasis of 'temporary foreign worker' is on 'temporary'. Its highly immoral for immigrants to be scapegoated for the greed of corporations wanting cheap slave labour, and for colleges to reap the benefit of a broken student visa loophole to immigration, to the detriment of all Canadians. This loophole has remained open for long enough, at the behest of lobbyists and politicians to use for talking-points at election time, but everyone is glad someone is finally doing something about it. Our job markets and real-estate prices needed this to recover to sane-levels. It takes a non-politician in power for things to get done for practical reasons, not to score political points.
Identity Attack0.10221587
Insult0.07872037
Profanity0.017982552
Threat0.007819066
Severe Toxicity0.0038719177
Low Tox 0.1641865 Constructive 0.753 Moral_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health sector all rely on immigrants to pay taxes and fill jobs. It's not some big conspiracy about population replacement; it's just about the economy. You can't have one without the other. Canadians aren't the only ones dealing with this. In Asia and Africa, it's a different kind of immigrant, the ones with money who buy up land and property, driving locals out of the market. They're not given an ear either, because money talks. It’s always been about the money and the power, and Canadians should understand that perspective too. The culture or religion of a few bad apples shouldn’t be used to tarnish every immigrant. We do need to do a better job screening people, but it’s not fair to paint everyone with the same brush. In the U.S., Indian immigrants are top earners and incredibly successful, but people still complain that they’re "taking their jobs." So, if an Indian person is a failure, they're a problem. If they're a success, they're still a problem. They can't win. This old colonial mindset is alive and well. It's tough for some people to process that a person of color can outsmart them and rise up by their own bootstrap. But when those same folks go to Asia or Africa, suddenly they feel that old nostalgia and are much more comfortable with the social hierarchy there. It would be ideal if no one had to leave their home country for a better life. When we have more justice in the world for everyone, maybe we won't have to keep having these conversations.
Identity Attack0.11860296
Insult0.056133457
Profanity0.027820412
Threat0.01187109
Severe Toxicity0.004310608
Low Tox 0.15987846 Constructive 0.711 Economic_Argument
Aug 26, 2025 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 …
Canadians will do everthing in their power to ANGER Trump. WHY ?? Because we want our Country BACK.
Canadians will do everthing in their power to ANGER Trump. WHY ?? Because we want our Country BACK.
Identity Attack0.06249457
Insult0.04383647
Profanity0.014088398
Threat0.0097738765
Severe Toxicity0.0038337708
Low Tox 0.147767 Moderate Con 0.364 Identity_Assertion
Feb 22, 2026 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 …
Unfortunately, these problems will never end as the voting populous wants liberals in power. The old Canada will never return
Unfortunately, these problems will never end as the voting populous wants liberals in power. The old Canada will never return
Identity Attack0.051580742
Insult0.0350029
Profanity0.011782649
Threat0.007935578
Severe Toxicity0.002040863
Low Tox 0.10913446 Low Con 0.243 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The funny part is that any of you think somethings going to change. We’re on a not so slow descent into the destruction of the country and nothings going to change that, the powers that …
The funny part is that any of you think somethings going to change. We’re on a not so slow descent into the destruction of the country and nothings going to change that, the powers that be want the west to fall too much
Identity Attack0.019073274
Insult0.02708937
Profanity0.02392626
Threat0.012596053
Severe Toxicity0.0025177002
Low Tox 0.103494145 Low Con 0.131
Oct 6, 2025 IRCC Names India in Study …
Lived in Brampton 20 years ago and was bad then…can’t even imagine what it is like now…Canada is finished…and it’s by design…Liberals want to be in power forever
Lived in Brampton 20 years ago and was bad then…can’t even imagine what it is like now…Canada is finished…and it’s by design…Liberals want to be in power forever
Identity Attack0.021585498
Insult0.03511308
Profanity0.013302735
Threat0.0077154995
Severe Toxicity0.002155304
Low Tox 0.09958932 Moderate Con 0.411 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Everytime Jason Kenney speaks he makes Alberta independence stronger. Real conservatives hate him. Alberta told him he done in politics so now he wants to run federally. If you don’t have support in Alberta how …
Everytime Jason Kenney speaks he makes Alberta independence stronger. Real conservatives hate him. Alberta told him he done in politics so now he wants to run federally. If you don’t have support in Alberta how do you get in as a conservative. Another Erin Otoole. Jason was a good politician until he got power.
Identity Attack0.007954539
Insult0.03710241
Profanity0.013029462
Threat0.006809296
Severe Toxicity0.0013160706
Low Tox 0.09525062 Moderate Con 0.485 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
A vast majority of hotels provide room & board for immigrants where they have no bills to pay such as power, water, gas, tv, wifi etc as it’s all included. They hold a job working …
A vast majority of hotels provide room & board for immigrants where they have no bills to pay such as power, water, gas, tv, wifi etc as it’s all included. They hold a job working in the hotel that takes away employment opportunities for Canadians. I know first hand that some businesses such as gas stations will only hire immigrants - not Canadian citizens. All they want or talk about is PR, PR, PR. The whole situation is extraordinarily economically harmful for Canadians and our youth.
Identity Attack0.038683333
Insult0.019870255
Profanity0.0098868115
Threat0.006757513
Severe Toxicity0.0016784668
Low Tox 0.06184035 Constructive 0.714
Aug 27, 2025 3 likes Why Canadians Are Turning Against …
It's political they want to show they are controlling immigration so it's reflected in the polls / elections it's all about that liberals don't want to lose power it's just about that
It's political they want to show they are controlling immigration so it's reflected in the polls / elections it's all about that liberals don't want to lose power it's just about that
Identity Attack0.023193322
Insult0.018452216
Profanity0.014088398
Threat0.0068999166
Severe Toxicity0.001373291
Low Tox 0.051810697 Moderate Con 0.385 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
Doesn't matter. There are groups of different nationalities migrating every dofferent global event that impacts them wanting to leave their home country. The world can be a better place. People in power don't want it …
Doesn't matter. There are groups of different nationalities migrating every dofferent global event that impacts them wanting to leave their home country. The world can be a better place. People in power don't want it to be. That's that.
Identity Attack0.021585498
Insult0.013174911
Profanity0.012517073
Threat0.006466233
Severe Toxicity0.0011491776
Low Tox 0.045625936 Constructive 0.588
Jan 27, 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 …
People have migrated from their homelands to other countries in different centuries—some in the 16th, 17th, 18th, 19th, 20th, and 21st centuries. I don’t understand why people claim that “we have lost our identity.” The …
People have migrated from their homelands to other countries in different centuries—some in the 16th, 17th, 18th, 19th, 20th, and 21st centuries. I don’t understand why people claim that “we have lost our identity.” The shift from being a majority to a minority is largely about timing—some people’s ancestors arrived earlier than others, usually in search of better opportunities they couldn’t find at home. Most people don’t want to leave their motherland, but they move out of necessity, not preference. Throughout history, Western and Middle Eastern powers destroyed economies, accumulated global wealth for themselves, and caused immense suffering through violence, forced conversions, and plundering. This exploitation is a major reason why some countries today struggle to reach the living standards seen in the West. The long-term effects of colonialism, conflict, and migration continue to shape societies and opportunities for many people.
Identity Attack0.014048826
Insult0.016784932
Profanity0.013917602
Threat0.0068287146
Severe Toxicity0.0011873245
Low Tox 0.03639866 Constructive 0.702 Moral_Argument
Oct 15, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Strange how Canada has finally stepped up to order military equipment, military personal, borders in the North and with USA borders putting more man power and technology. Changed and removed provincial boundaries for trade, liberal …
Strange how Canada has finally stepped up to order military equipment, military personal, borders in the North and with USA borders putting more man power and technology. Changed and removed provincial boundaries for trade, liberal party wants to change like the dems in the USA. Leaders should go in and do a good job and not just think about them selves. Maybe Trump has helped in that way even when we don’t want to admit it. Leaders has got away with things for along time.
Identity Attack0.00010509171
Insult0.0002843471
Profanity0.00006087333
Threat0.000045825087
Severe Toxicity0.000015931742
Low Tox 0.0006615455 Policy_Critique
Apr 14, 2025 2 likes

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.