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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: "Its in the millions not …" 526 comments · Page 12 of 22
Trudeau allowed millions of Indians in and fast tracked them
Trudeau allowed millions of Indians in and fast tracked them
Identity Attack0.22063516
Insult0.04442204
Profanity0.02119352
Threat0.010757755
Severe Toxicity0.005378723
Low Tox 0.18744208 Low Con 0.159 Unverified_Claim
Jan 19, 2026 127 likes Why Canada’s immigration system has …
Deport 18,000 and let in 1 million. Immigration lawyers have created a very lucrative racket.
Deport 18,000 and let in 1 million. Immigration lawyers have created a very lucrative racket.
Identity Attack0.10221587
Insult0.04852104
Profanity0.014498309
Threat0.018019408
Severe Toxicity0.00415802
Low Tox 0.18744208 Low Con 0.264
Dec 26, 2025 Deportations From Canada at Their …
Aaabharrrr gareattt 5000000000000000000000000000 tarrrillion year old culture saaaaaar. Our oldeeeest reliziuuuum before the origin of the univaarassrse saaaaar Balieve me saaaar our 33 million gods are bher real saaaar Piroudddddd tanataniii, Jay hanugand, Ga) shreeee …
Aaabharrrr gareattt 5000000000000000000000000000 tarrrillion year old culture saaaaaar. Our oldeeeest reliziuuuum before the origin of the univaarassrse saaaaar Balieve me saaaar our 33 million gods are bher real saaaar Piroudddddd tanataniii, Jay hanugand, Ga) shreeee 2gb ram
Identity Attack0.1444726
Insult0.11616662
Profanity0.14490221
Threat0.08396416
Severe Toxicity0.02406851
Low Tox 0.18649188 Low Con 0.3 Humor_Satire
Feb 8, 2026 Inside Canada's Indian Invasion...
Start the mass deportation we want Canada back we want the jobs back atleast 10 million gone
Start the mass deportation we want Canada back we want the jobs back atleast 10 million gone
Identity Attack0.10221587
Insult0.031146556
Profanity0.01354185
Threat0.02803385
Severe Toxicity0.005645752
Low Tox 0.18554166 Low Con 0.278
Aug 27, 2025 Why Canadians Are Turning Against …
We need to warn the world there’s like 1.4 billion Indians just in India , not counting paki , Sri Lanka, Bangladesh Then the millions in the uk … We need real biodiversity on this …
We need to warn the world there’s like 1.4 billion Indians just in India , not counting paki , Sri Lanka, Bangladesh Then the millions in the uk … We need real biodiversity on this planet. If India can’t support its own population does other sovereign nations have to be replaced by Indians ???
Identity Attack0.22631748
Insult0.035553806
Profanity0.017982552
Threat0.011094344
Severe Toxicity0.0059509277
Low Tox 0.18554166 Moderate Con 0.407 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
10 deported! Pfffffff 10! There is like 3 million illegals in Canada by mid 2026 with “student” visas expired. @CitImmCanada get to work immediately, this is getting out of hand
10 deported! Pfffffff 10! There is like 3 million illegals in Canada by mid 2026 with “student” visas expired. @CitImmCanada get to work immediately, this is getting out of hand
Identity Attack0.10221587
Insult0.061276767
Profanity0.014976538
Threat0.009256045
Severe Toxicity0.0037002563
Low Tox 0.17891699 Low Con 0.265 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
If no government steps in quickly this is going to get million time worse like Jesus said lucky or The Barrens who cannot bear a child and bring it into this world it is only …
If no government steps in quickly this is going to get million time worse like Jesus said lucky or The Barrens who cannot bear a child and bring it into this world it is only going to get worse people worse
Identity Attack0.038425524
Insult0.06285016
Profanity0.044668075
Threat0.014220826
Severe Toxicity0.0049591064
Low Tox 0.17805049 Low Con 0.164 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Imagine not costing us 78 million from the get go? Start filtering these bogus refugee claims.
Imagine not costing us 78 million from the get go? Start filtering these bogus refugee claims.
Identity Attack0.05089863
Insult0.082619295
Profanity0.02071529
Threat0.007573096
Severe Toxicity0.0029182434
Low Tox 0.17805049 Low Con 0.149
Dec 23, 2025 454 likes Deportations From Canada at Their …
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 …
They are not gonna loot 45 trillion dollars and not returned back unlike certain people. They are not gonna kill 200 million people. Your forefathers should have known about this
They are not gonna loot 45 trillion dollars and not returned back unlike certain people. They are not gonna kill 200 million people. Your forefathers should have known about this
Identity Attack0.006363631
Insult0.029714199
Profanity0.02030538
Threat0.13815513
Severe Toxicity0.005645752
Low Tox 0.17545098 Low Con 0.152 Moral_Argument
Mar 1, 2026 Inside Canada's Indian Invasion...
We have people sleeping in tents outside during the winter -30c and even worse weather, we have a major housing crisis, we are short close to half a million homes. Young Canadians are not getting …
We have people sleeping in tents outside during the winter -30c and even worse weather, we have a major housing crisis, we are short close to half a million homes. Young Canadians are not getting hired because companies are hiring foreigners who are cheap labour, young people are not able to afford to move out of their parents homes. We are now seeing young Canadians looking for jobs and opportunities outside of Canada 🇨🇦, the Liberal government has destroyed this country.
Identity Attack0.08666438
Insult0.07238392
Profanity0.014805742
Threat0.009903334
Severe Toxicity0.0037765503
Low Tox 0.17545098 Constructive 0.576 Fear_Threat
Feb 11, 2026 26 likes Canada's tighter immigration policy divides …
Actually Vassy, when millions of ppl come in they overwhelm our systems from education, medical, emergency, housing, transit and devalues our dollar. If you werent paid what you are paid youd be on our side. …
Actually Vassy, when millions of ppl come in they overwhelm our systems from education, medical, emergency, housing, transit and devalues our dollar. If you werent paid what you are paid youd be on our side. Stop selling your soul, you started humble and now you act like we dont matter
Identity Attack0.025806036
Insult0.082866095
Profanity0.018187506
Threat0.0069516995
Severe Toxicity0.0030326843
Low Tox 0.17545098 Constructive 0.554 Economic_Argument
Feb 25, 2026 'We do know that there's …
I fully approve that my tax money be used to remove people that shouldn’t be here another 5 or 6 million more to go. Also end the asylum program .
I fully approve that my tax money be used to remove people that shouldn’t be here another 5 or 6 million more to go. Also end the asylum program .
Identity Attack0.10221587
Insult0.029273475
Profanity0.012482914
Threat0.051391184
Severe Toxicity0.006904602
Low Tox 0.17458448 Moderate Con 0.43 Call_To_Action
Jan 1, 2026 Deportations From Canada at Their …
Not just Brampton all over Canada u go to Yukon full of Indians Calgary northwest, the whole country is full of Indians at least 10 million Indians in canada
Not just Brampton all over Canada u go to Yukon full of Indians Calgary northwest, the whole country is full of Indians at least 10 million Indians in canada
Identity Attack0.2308735
Insult0.03566399
Profanity0.017914234
Threat0.0072106146
Severe Toxicity0.004234314
Low Tox 0.17458448 Moderate Con 0.397
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I thought Canada was multicultural and now we have 11 million of indians all at one? Someone has to explain???
I thought Canada was multicultural and now we have 11 million of indians all at one? Someone has to explain???
Identity Attack0.22261032
Insult0.035553806
Profanity0.016616182
Threat0.0065180166
Severe Toxicity0.0038528442
Low Tox 0.17458448 Moderate Con 0.39
Sep 29, 2025 IRCC Names India in Study …
mate come to Australia. six million of them.
mate come to Australia. six million of them.
Identity Attack0.0775651
Insult0.029053112
Profanity0.041661996
Threat0.10389658
Severe Toxicity0.0074386597
Low Tox 0.17285149 Moderate Con 0.333 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Illegal immigrants have better health care services than my 90 year old mom who paid taxes most of her life. 6 million Canadians without a family GP.
Illegal immigrants have better health care services than my 90 year old mom who paid taxes most of her life. 6 million Canadians without a family GP.
Identity Attack0.16993292
Insult0.04910661
Profanity0.013166099
Threat0.0061037517
Severe Toxicity0.0032806396
Low Tox 0.17111848 Constructive 0.557 Economic_Argument
Feb 24, 2026 47 likes 'We do know that there's …
millions must remigrate
millions must remigrate
Identity Attack0.11047905
Insult0.027605021
Profanity0.02932342
Threat0.017846745
Severe Toxicity0.0064086914
Low Tox 0.1693855 Moderate Con 0.317 Call_To_Action
Jan 27, 2026 1 likes Why Canada’s immigration system has …
I am Canadian and this is so upsetting to me I can’t even watch it. Even the small town I live in is being taken over by them. It’s time for a right wing revolution …
I am Canadian and this is so upsetting to me I can’t even watch it. Even the small town I live in is being taken over by them. It’s time for a right wing revolution in Canada. Our politicians sold us out. There Is one and a half billion people in India. Canada has 35 million. If one Percent of India comes here, Canada is done.
Identity Attack0.13591312
Insult0.053205602
Profanity0.017709278
Threat0.01101667
Severe Toxicity0.0042533875
Low Tox 0.16851899 Constructive 0.567
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Are you telling me that they opened the door to millions yet they deported a staggering twenty thousand?😮 How liberal of them!
Are you telling me that they opened the door to millions yet they deported a staggering twenty thousand?😮 How liberal of them!
Identity Attack0.06522302
Insult0.06250052
Profanity0.0166845
Threat0.009592636
Severe Toxicity0.0035095215
Low Tox 0.16765249 Low Con 0.249
Dec 24, 2025 100 likes 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)
So those Canadian Immigration Officers approving those millions of applications didn’t notice the scheme!!!!🧐 The corruption is through and through
So those Canadian Immigration Officers approving those millions of applications didn’t notice the scheme!!!!🧐 The corruption is through and through
Identity Attack0.034558404
Insult0.0836065
Profanity0.0127903465
Threat0.006647474
Severe Toxicity0.0023937225
Low Tox 0.16245349 Low Con 0.267 Unverified_Claim
Jul 14, 2025 1 likes How Canada broke its immigration …
Maybe they are pretending to be clueless to avoid culpability for intentionally bringing in millions of immigrants simply for more Liberal votes! They know what they are doing.
Maybe they are pretending to be clueless to avoid culpability for intentionally bringing in millions of immigrants simply for more Liberal votes! They know what they are doing.
Identity Attack0.10221587
Insult0.05964688
Profanity0.015249812
Threat0.008013252
Severe Toxicity0.0028038025
Low Tox 0.16098402 Low Con 0.181 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Deporting hundreds but still bringing in millions woolly.
Deporting hundreds but still bringing in millions woolly.
Identity Attack0.078392304
Insult0.030154925
Profanity0.014395831
Threat0.018019408
Severe Toxicity0.0040245056
Low Tox 0.16043124 Low Con 0.17
Dec 31, 2025 1 likes Deportations From Canada at Their …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different people since I was 18 and learned great things I can add to my construction or cooking repertoire that you could possibly couldn't learn in the West without diversity. BUT now we have a group of people coming here buying up businesses while only hiring people from their country buying up single homes putting up crammy 8 plexus, and only renting to people from their home country. If these were French people like my heritage is, I would be even more pissed because I could say something without being called a racist. These immigrants are coming here with one goal retribution against the English Empire for the past or some shit, I dont know, and they're taking it out on us Canadians. over 5 years I've collected proof so I feel very safe coming out now and talking about this because I have everything to back it up. Those single homes I was talking about half of them burned down and they use insurance fraud money add multiple loopholes to use government money along the way as well, that's damn taxpayer money building parts of these homes... I'm a concrete worker they do not let these walls set properly, they don't seal the windows and doors properly, everything's going to leak but because they only rent to people from their home country after 3 years they can take their name off the property and nobody and I mean nobody is going to report leaks because they have a tyrannical control over who they rent to.... I dont even need to name the group because its OBVIOUS, living in the same city most ky life I've seen a drastic change, and this isnt intregation like my family did as they we're the members of french part of the metis tribe long ago. 5 years in a row they have added an average of 70,000 people legally to the city I live in I live in of 1.4 million people that is absolutely absurd the train system is packed all the way until 1:00 a.m.... it's just simple economics you can't add that many people and have a sustainable City.... these idiots never played sim city or some shit Also there are millions that came pretending to get spots in our universities and didn't show up, and these are the same people that are buying up all the businesses and houses and only letting the people from their own country be involved that is not integration....... There's also a huge problem with people faking Refugee status from this very place and there's even a few videos circulating online on just how to do it people from this country bragging how their making double of the average income of a Canadian a year PLUS free food and board from this fake Refugee status, HOLY FUCK! We are radicalizing here in Alberta and it's about to get real. Not only do these immigrants only want their own people involved in anything they are rude as hell when confronted about any of this even in a kind way.  There's a great deal of them that are at the top of the fenthinal distribution. mind you a lot of that's being shipped from other places but the distribution hails differently....roughly 70% of the major fenthinal arrests and seizures have those paticular heritage backgrounds to prove it. They are destroying the country in SO MANY WAYS, im DONE trying to be civil or nice about this debate,  5 years is my limit bitches, fuck you, fuck off or we'll fucking make you -Alberta proud , and fuck you again bitches
Identity Attack0.06749674
Insult0.0720671
Profanity0.06145202
Threat0.007534259
Severe Toxicity0.005493164
Low Tox 0.16043124 Constructive 0.775 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.