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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

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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: "This was such a powerful …" 220 comments · Page 6 of 9
Let's go back 30 years when Europeans who came over had to buy and run a business for 5 years then they could apply for Canadian citizenship. My gosh a lot sure changed when Justin …
Let's go back 30 years when Europeans who came over had to buy and run a business for 5 years then they could apply for Canadian citizenship. My gosh a lot sure changed when Justin Trudeau came in power. Welcome the WEF. So incredibly sad and futile, now because the average Canadian can not survive the government offers them MAID.
Identity Attack0.06340405
Insult0.089778624
Profanity0.025087673
Threat0.009178371
Severe Toxicity0.004310608
Low Tox 0.19314334 Constructive 0.546 Policy_Critique
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
This is the most biased Canadian propaganda I've ever heard. I was standing in line at city hall in Calgary (paying my past due power bill which I can barely afford, even though I make …
This is the most biased Canadian propaganda I've ever heard. I was standing in line at city hall in Calgary (paying my past due power bill which I can barely afford, even though I make 40k a year.) and watched a flood of immigrants in front of me claiming their 100% free bus passes. Apparently, you need an authorisation letter from welfare to claim your free bus pass, yet, none of them seemed to have documentation that matched their id. One guy picked up six free bus passes with a stack of letters that didn't match his name, or, even surname, at all. The cashiers seemed like they had just given up and handed over the bus passes saying, "next time make sure the person named in the letter is here to pick it up in their free pass person." <sigh>
Identity Attack0.10221587
Insult0.07998765
Profanity0.019280603
Threat0.00756015
Severe Toxicity0.004043579
Low Tox 0.18269104 Constructive 0.613
Oct 13, 2018 How much do refugees and …
Liberals have been in Power for over 10 years The Blame in the fall of our Country falls squarely on their Shoulders!!!!!!!!
Liberals have been in Power for over 10 years The Blame in the fall of our Country falls squarely on their Shoulders!!!!!!!!
Identity Attack0.052035484
Insult0.0817555
Profanity0.015215653
Threat0.008336896
Severe Toxicity0.0037002563
Low Tox 0.18174082 Low Con 0.267 Policy_Critique
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
THEY ARE GOING TO USE EVERYTHING IN POWER, MINISTER OR MAYOR OR MLA'S THEY WILL FIGHT, THEY WONT JUST JUST LEAVE, THEY WILL STAY, INTERNATIONAL STUDENTS, EAST INDIA ACROSS CANADIAN MAP, THEY WILL NOT EASILY …
THEY ARE GOING TO USE EVERYTHING IN POWER, MINISTER OR MAYOR OR MLA'S THEY WILL FIGHT, THEY WONT JUST JUST LEAVE, THEY WILL STAY, INTERNATIONAL STUDENTS, EAST INDIA ACROSS CANADIAN MAP, THEY WILL NOT EASILY GO OR SIMPLY GO RETURN TO.INDIA, I DONT THINK.SO
Identity Attack0.12440576
Insult0.04910661
Profanity0.017572641
Threat0.011120236
Severe Toxicity0.00579834
Low Tox 0.18174082 Moderate Con 0.408
Oct 17, 2025 IRCC Names India in Study …
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us …
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us hate the whole community. The gentleman in first half of the video mentioned “They sell among themselves and they live among themselves “, could’ve most probably come from his personal experience which might not have been the best and influenced from the dirty politics. 2nd part of the video shows two gentlemen saying “everyone is welcome”. Maybe it’s high time to break that instinct survival barrier and see if all are welcomed for the free food, belongingness and if they’re paying taxes. Also, not being unaware of the criminals that are there in every community of every society. Should they be the ones holding power to our narrative? Thank you for doing this video and showing both sides! Hope this brings more peace and prosperity in the society and within ourselves.
Identity Attack0.028418748
Insult0.082619295
Profanity0.07611542
Threat0.012803185
Severe Toxicity0.0048828125
Low Tox 0.18079062 Constructive 0.799
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
This is sabotage and betrayal of government power and external invasion. Wake up, canadians.
This is sabotage and betrayal of government power and external invasion. Wake up, canadians.
Identity Attack0.10221587
Insult0.06652143
Profanity0.013644327
Threat0.009851551
Severe Toxicity0.003490448
Low Tox 0.17805049 Low Con 0.148 Fear_Threat
Nov 22, 2025 Thousands of refugees allowed into …
Here's my life in canada. denied work. Denied education. both grandmothers, and grandfathers and before that mothers and fathers, defended and fought in the great wars, not by choice proxy and came to canada post …
Here's my life in canada. denied work. Denied education. both grandmothers, and grandfathers and before that mothers and fathers, defended and fought in the great wars, not by choice proxy and came to canada post ww1 to get away from euro trouble, only for second great war, and most were against forced to join because of direct proxy or relatives being killed. Applied to walmart - denied work applied ot im hortons - denied work applied ot schoos, isntitutions , trade shops, and more, denied work.. When you income is below hte poverty line, and you spending large amounts of time seekngi for a job or working but denied life and work at the same time. It becomes fairly strange. Denied education. Was sekeing ot be a general practioner, but I was cosntnaly called racist by black peopel that jsut arrived rrehsly. then there was CBC and asian gang relatiosn nad hte abuseo f minoirity acts. Then there was the nativism of evil colonizer. Then feminims eivl white male. THiese were being disturbuted or taught at courses by force. I stated I am just here for data. Since udner the acts of law which gives freedom, we are not ot be subjected to non facts, or idleaogical belief systems to be forcibly lived by only law to reality. So the neutrality of law is broken to a blief set of wrong doing. I sought ot sue only for my tuition back ot apply to another instiute as denied, menaing I scaped nickles nad diem nsa ultiamtely could not afford or recieve a lawyers aid or help. earnign so little and hte canada has the data. I am never offered charity or help.. its always cults importing token blakc random person or speaking about jews or natives that need something and htey clealry own a lot... WHihc is weird. So... I am the offspring of women and men that build foundations of canada and institutes. I am an only male descdent. I am unamrried, u=no family. We don't seek ot breed like wild animals ot have like khan line. We odn't follow trending or mediated lies. Poeple accuseyou of somethign you look it up and you knwo their full of hsit. I have not once broke any laws of canada, but the church groups certianyl push hard ot change laws so they can kill peopel with the statemonopoly of violence perverting law. That aside.. From computer works to psyhcolgoy, to flying planes to geological and nuclear studying to life... So earning less then teh poverty line not by choice, but because society deems it more improtant ot .. as I was told once, Hire their friends, but hten they lie beucase they trend ot hire foiregners or the toke nblakc card mantra that as going on... Mean while perosns head on a bus is chopped off and they are out in a few months... I was denied work to places liek ecole, canem. plethora of commerical and private plumbing companies... I came ot be an actionable person to have an income make a family, do I not get those freedoms. I also udner law I can refuse any merchant item that includes all and any nuetoxins or mandates via nuremburg code and other laws... My rights in covid and other groups have violated my so called lawful rights as a citizens. Keep in mind post great war my grandfather taught at UofA and fought against state corruption and tyranny. also from descendent tree of lords, but most titles were given up or forcibly removed, and so living people went off into most aristiocratic works which was study of nature and applicaiton of systems and works and selling. Natural in peace you build tolenace, resistance and epxloration and cumilate money, but money has no value. you can have 2k people sift hte saharaha deseert a reletively void place of mostly quartz. out of that 286 million cubic feet of sand, not evne silt sand. You cna get 1 million tonnes of gold... Not evne troy ounces... So the stupidity and cruelty ofsoicety is the denial of life in others that seem to choose spectacle and destructive tendencies that they are told to do and hten reinforce it. But logicallly. we are onyl told to od natural needs of society. not all the other lies... ALl I see .. my kindness wains its naturally in me I suppose. but huamsn are capable of killing other humans when put into a means ot defend the self... So the convicing werid liars of capitalism... but hten commit ot capital abuse, IE lawless extension of it. To then communism that is against osiclaism if you read engles and marxs on their hatred and stating social nature of not modern. whatever that means. Communism is against ownership.. I have been judged, as a christian or relgiious... which is werid... because I chose not to drink alcohal... chose not to go to strip clubs or ever purchase a female. these are our daughtersand I expect actionable works and fucntion ot hte future, not epxloitation and deviation of values to a subset. I have written 5 milion words on youtube, trying ot therapy myself in a place I am denied so much... They offer power or glory through their means of contorls sex, a mark of acitonable means, like metla shit coin work... Nothing of ever truth or educaiton. So yo uget a collectivism of cruelty. If I knew humans werethis savage I suppose I should of had avarice drive in me, but I don't I only seek truth. and acitonable means of relation... what I get is . Your not normal. becuase i don't trend ot naartion of mediated arts and socila engineering nad werid soft method of reid psyhcolgoy. I like law.. I liek roman history.... I dislike judiac law and emsianic law.. although I have simlair values... its liek writing a book thought. we can all write about a blue sky, but both authors are not telling or in teh same story.... oh yeha I was denied banking / having a bank accoutn for two years. One can see it was freedom of my choice, but I was threatened while lareayd poor by the RBC employee chan guy... stating he cna charge me endless nsf, chages well and above nad beyond that ammount. I cam in and aruged hwile he yelled at me... and my concer was when will it stop 20k ? ? dollars. the ammout nto be charged was 120.. and you charged me 450 in services fees, NSF fees. so rightfully so.. so instead of being accpeted or able to operate or work in the system I am denied life. Denied miltiary employee ment. .. applied several times.... denied work since it reuiqres suddenly all these extra certificates whihc used ot be jsut exist and hten can operate in it.. but stupid migrants need ot prove they can.. So I think huh, my grandfather aiding italy.. my other one aiding philipines in advances...
Identity Attack0.10221587
Insult0.06889887
Profanity0.024951037
Threat0.025961896
Severe Toxicity0.007133484
Low Tox 0.17718399 Constructive 0.663
Oct 30, 2025 IRCC Names India in Study …
Well, all those claimant or bogus asylum seekers who identified themselves the so-called refugees statues are sufficient without the proper oversight in place. I am not even surprised at all with lack of conducting or …
Well, all those claimant or bogus asylum seekers who identified themselves the so-called refugees statues are sufficient without the proper oversight in place. I am not even surprised at all with lack of conducting or supervision determinng the next course of action. Yet again, not the majority of Canadians or electorate voted 🗳 Liberal government back in power under the leadership of Mark Carney, lol! Now, to me, strangely enough the government seems to fall off the cliff or wagon once more with their bizarre and inconsistent policies overshadowing in my opinion!🤦
Identity Attack0.052490227
Insult0.08508729
Profanity0.028913507
Threat0.009204263
Severe Toxicity0.0047683716
Low Tox 0.17545098 Constructive 0.513
Nov 21, 2025 Thousands of refugees allowed into …
At last, some media outlets have found the courage to speak the truth; a truth that 90% of the country has been whispering behind closed doors, too afraid to say out loud for fear of …
At last, some media outlets have found the courage to speak the truth; a truth that 90% of the country has been whispering behind closed doors, too afraid to say out loud for fear of being branded racist. A large number of these individuals have arrived with fake diplomas, and nobody dares verify them. Why? Because even questioning their credentials risks backlash and accusations of discrimination. And when the diplomas are real, the educational standards often don't measure up, resulting in subpar performance and poor-quality service. Many arrive under the pretense of being students, legally allowed to work only 20 hours a week. But they bypass this by exploiting loopholes in shift trading policies at major Canadian companies, racking up 40+ hours a week with ease. This isn’t disorganized opportunism, it's calculated and coordinated. Their communities are becoming increasingly unified and powerful, turning into breeding grounds for corruption, ethnic nepotism and tribalism. They use their community ties and visible minority status to fast-track into positions far beyond their skill or experience levels. Once inside, they bring in more of their own, creating insular hiring circles designed to shield and advance one another, regardless of merit!
Identity Attack0.051126
Insult0.08410009
Profanity0.027547138
Threat0.008531082
Severe Toxicity0.0037956238
Low Tox 0.17458448 Constructive 0.607 Unverified_Claim
Jun 22, 2025 How Canada broke its immigration …
It's all fun and game until a Nationalist come in the power 🙋‍♂️
It's all fun and game until a Nationalist come in the power 🙋‍♂️
Identity Attack0.10221587
Insult0.03412145
Profanity0.025770858
Threat0.022335978
Severe Toxicity0.005493164
Low Tox 0.17198499 Low Con 0.24 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is a simple answer. The liberal government came to power and slowly put progressive people in powerful positions. Now these institutions are drowning in progressive people, if you try and talk against it you …
This is a simple answer. The liberal government came to power and slowly put progressive people in powerful positions. Now these institutions are drowning in progressive people, if you try and talk against it you are destroyed.
Identity Attack0.026207991
Insult0.06372428
Profanity0.023721304
Threat0.054947287
Severe Toxicity0.0037765503
Low Tox 0.17111848 Moderate Con 0.301 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Psalm 91:7-16 1599 Geneva Bible 7 A thousand shall fall at thy side, and ten thousand at thy right hand, but it shall not come near thee.🙋‍♂️ Psalm 144:7-8 Wycliffe Bible 7 Send out thine …
Psalm 91:7-16 1599 Geneva Bible 7 A thousand shall fall at thy side, and ten thousand at thy right hand, but it shall not come near thee.🙋‍♂️ Psalm 144:7-8 Wycliffe Bible 7 Send out thine hand from on high, ravish me out, and deliver thou me from many waters; and from the hand of alien sons. (Send out thy hand from on high, and take me out of here, that is, rescue me; save thou me from the deep waters, and from the power of foreigners, or of strangers.) 8 The mouth of whom spake vanity (Their mouths spoke lies); and the right hand of them is the right hand of wickedness. 1. Wycliffe's Bible (1382): Psalm 144:11 "Draw me out, and delyuere me fro the hond of alien children; whos mouth spak vanite, and her rigt hond is rigt hond of wickidnesse".  The Pre Amble of the Constitution and the Naturalization Act of 1790 by our Founders explicitly states this Nation and Citizenship is for our White Adamic Israelite peoples. Hebrews 11:33-34 KJV 33 Who through faith subdued kingdoms, wrought righteousness, obtained promises, stopped the mouths of lions. 34 Quenched the violence of fire, escaped the edge of the sword, out of weakness were made strong, waxed valiant in fight, (turned to flight the armies of the aliens.) Salute🙋‍♂️to the White Adamic Israelites the very Covenant peoples of God who are the lost sheep of the house of Jacob Israel that forgot who they are whom Jesus Christ LORD of Lords and KING of Kings conquered death, hell, sin, and the grave for.
Identity Attack0.09659086
Insult0.0623257
Profanity0.068967216
Threat0.024753258
Severe Toxicity0.012207031
Low Tox 0.17025198 Constructive 0.589
Jan 27, 2026 Inside Canada's Indian Invasion...
Well, the people have the power, either through the political system, or otherwise. Ironically, an Afghan man told me years ago that when an Indian guy gets in charge, they fill their businesses with Indians …
Well, the people have the power, either through the political system, or otherwise. Ironically, an Afghan man told me years ago that when an Indian guy gets in charge, they fill their businesses with Indians only. He was right.
Identity Attack0.21075934
Insult0.033901088
Profanity0.017845914
Threat0.0077802283
Severe Toxicity0.003528595
Low Tox 0.1693855 Constructive 0.516
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Every Indian who lives overseas believes India is a super power and Canada is a developing country.
Every Indian who lives overseas believes India is a super power and Canada is a developing country.
Identity Attack0.20483385
Insult0.03768798
Profanity0.019895468
Threat0.0062914654
Severe Toxicity0.004196167
Low Tox 0.16591948 Moderate Con 0.355 Comparative_Framing
Jan 29, 2026 10 likes Inside Canada's Indian Invasion...
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 …
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive …
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive Indian increase in the population is due to Trudeau's immigration policy, the indians did not jump over the border as some of the comments suggest, they mostly came here legally, and this was done without broad agreement of the Canadian population as a whole. Canadian population went from being 30 million inhabitants to 40 millions in just over a decade, a massive population increase in a short time due mostly to Indian immigration with huge impact on housing , cost of housing, infrastructure, jobs, taxes, etc... The liberals have a lot to answer for the disaster which Canada has become in the last 10 years and yes they got rid off Trudeau, but they are still in power, stiffling the potential economic growth of Canada which should be a rich country instead of being a country where many people live from pay cheques to pay cheques.
Identity Attack0.17226285
Insult0.053791173
Profanity0.01982715
Threat0.0072365063
Severe Toxicity0.0044059753
Low Tox 0.165053 Constructive 0.801
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Yes fraud immigration is problem. But do you know whats worse? Getting 5M+ immigrations without enough infrastructures, law enforcement, and economic power to compensate all the immigrants. Our government is wrong too.
Yes fraud immigration is problem. But do you know whats worse? Getting 5M+ immigrations without enough infrastructures, law enforcement, and economic power to compensate all the immigrants. Our government is wrong too.
Identity Attack0.10221587
Insult0.062150877
Profanity0.013780965
Threat0.0065633263
Severe Toxicity0.002670288
Low Tox 0.1641865 Moderate Con 0.492 Policy_Critique
Oct 9, 2025 IRCC Names India in Study …
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 …
The Cdn electorate voted the same party that was responsible for this into power again. Gluttons for punishment.
The Cdn electorate voted the same party that was responsible for this into power again. Gluttons for punishment.
Identity Attack0.008842488
Insult0.06757036
Profanity0.022013342
Threat0.04201601
Severe Toxicity0.0036621094
Low Tox 0.16331999 Low Con 0.28
Jun 18, 2025 1 likes How Canada broke its immigration …
I am Indian origin. In all probability they are sent by Modi govt in disguise of students to create anarchy in Canada to defame Liberal Govt. Israel did bomb blasts in India during 2004 to …
I am Indian origin. In all probability they are sent by Modi govt in disguise of students to create anarchy in Canada to defame Liberal Govt. Israel did bomb blasts in India during 2004 to 2014 to defame Congress govt so that its friendly Modi comes to power. Now Modi is doing same in Canada to help Conservatives.
Identity Attack0.10221587
Insult0.06023245
Profanity0.016103793
Threat0.019055385
Severe Toxicity0.0041389465
Low Tox 0.16158698 Moderate Con 0.474 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
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 …
Trump derangement is more importantly reported instead of real news based on how to better the relationship with USA as a partner to our economy and welfare No instead carney Goes off to other shores …
Trump derangement is more importantly reported instead of real news based on how to better the relationship with USA as a partner to our economy and welfare No instead carney Goes off to other shores Because he knows his time in power is coming soon to an end Once an election is called And he only thinks of what’s next for him
Identity Attack0.0076215584
Insult0.08582769
Profanity0.015010698
Threat0.006330303
Severe Toxicity0.0019168854
Low Tox 0.15600902 Low Con 0.273 Policy_Critique
Feb 26, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
More BS from a supposedly neutral balanced media outlet. At least when the CBC have a panel they have one from each party. Here are the facts. The Honourable Lena Metlege Diab is the current …
More BS from a supposedly neutral balanced media outlet. At least when the CBC have a panel they have one from each party. Here are the facts. The Honourable Lena Metlege Diab is the current Minister of Immigration, Refugees and Citizenship. She was appointed to the role in May 2025 by Prime Minister Mark Carney following the April 2025 federal election. Her current activity is defined by a shift toward more restrictive and "talent-focused" policies. Here is the technical breakdown of her recent initiatives: 1. 2026 Express Entry Overhaul On February 18, 2026, Diab announced significant adjustments to the Express Entry system. The primary objective is to transition from broad intake to "sustainable levels" while addressing specific labor gaps. * New Categories: Streams were added for researchers, senior managers, transport occupations (pilots/mechanics), and foreign military personnel recruited by the Canadian Armed Forces. * Medical Priority: A specific category was introduced for foreign medical doctors already possessing Canadian work experience. * Tightened Requirements: She doubled the category-specific work experience requirement from 6 months to 12 months. This move is designed to narrow the candidate pool and prioritize those with deeper integration into the Canadian labor market. 2. Legislative Reform (Bill C-12) Diab is currently championing a major immigration and border security bill (C-12), which is moving through its third reading in the Senate as of February 26, 2026. * Executive Power: The bill grants the Governor in Council (acting on cabinet advice) broad authority to vary, cancel, or suspend immigration documents and applications in the "public interest." * Asylum Restrictions: Diab has been vocal about curbing what she terms "fraudulent" claims. The legislation proposes making anyone who has been in Canada for over a year ineligible to claim asylum, and it restricts claims from those entering via land borders outside official ports of entry. 3. Shift in Strategy The Minister’s rhetoric marks a pivot from previous Liberal administrations. Her current messaging focuses on "taking back control" of immigration levels. While she continues to promote the recruitment of "the best and brightest," she has explicitly stated the government's goal is to reduce the total annual number of both permanent and temporary residents. Summary Table | Focus Area | Recent Action | |---|---| | Express Entry | Increased experience threshold to 12 months; added military/researcher streams. | | Asylum Policy | Supporting Bill C-12 to restrict claims made after 1 year of residency. | | Staffing | Recently appointed Isaac MacDonald (former P.E.I. Liberal executive) as Director of Parliamentary Affairs.
Identity Attack0.008916483
Insult0.07365121
Profanity0.10054382
Threat0.007353018
Severe Toxicity0.00459671
Low Tox 0.15490346 Constructive 0.655 Unverified_Claim
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
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 …

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.