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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: "Not in the U. S. …" 308 comments · Page 10 of 13
I heard you want your country back Canada 🇨🇦 u ain’t getting back 😂😂
I heard you want your country back Canada 🇨🇦 u ain’t getting back 😂😂
Identity Attack0.10221587
Insult0.054376744
Profanity0.017845914
Threat0.0083886795
Severe Toxicity0.005493164
Low Tox 0.18079062 Low Con 0.224 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
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 mean… u really don’t confirm anything at all. You had not gotten to the part where u pay. These people are only into one profession, and that’s scamming. “Please get a gift card for …
I mean… u really don’t confirm anything at all. You had not gotten to the part where u pay. These people are only into one profession, and that’s scamming. “Please get a gift card for 6,000$ and whatever you do, DO NOT REDEEM IT”.
Identity Attack0.0027933381
Insult0.0811385
Profanity0.040409464
Threat0.006861079
Severe Toxicity0.002374649
Low Tox 0.17285149 Moderate Con 0.314 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
U lost me when you said usa " greatest country on earth " bs
U lost me when you said usa " greatest country on earth " bs
Identity Attack0.031980325
Insult0.06424874
Profanity0.09868695
Threat0.0072106146
Severe Toxicity0.0049591064
Low Tox 0.17198499 Low Con 0.293 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Any Indian establishment in Canada u will not find a single different ethnic, race, people except only Indian people. But Canadian owned businesses u will find every race, religion, ethnicity, people working
Any Indian establishment in Canada u will not find a single different ethnic, race, people except only Indian people. But Canadian owned businesses u will find every race, religion, ethnicity, people working
Identity Attack0.22935481
Insult0.030044744
Profanity0.014293353
Threat0.0069516995
Severe Toxicity0.0035858154
Low Tox 0.17111848 Moderate Con 0.357 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
to the people angry at immegration i have a few questions . the immegrants bharampton whos country are they working for india or canada ? where would the money that they produce go to india …
to the people angry at immegration i have a few questions . the immegrants bharampton whos country are they working for india or canada ? where would the money that they produce go to india or canada ? where would they live and help make better . so let me ask u what is ur problem with immegration when ur the country that benefiting from it ? when u are having new jobs , a better demographics etc etc from this deal why hate them ? also no u cant just issue political assylum in canada . u need a student visa u have to work for it as well
Identity Attack0.10757765
Insult0.0670459
Profanity0.024951037
Threat0.0077025536
Severe Toxicity0.0043296814
Low Tox 0.1693855 Constructive 0.685 Economic_Argument
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
800 hundred thousand.. U guy can do nothing right now, we know so well how this people react want they are many, as people said if they small they worshing u if they became bigger …
800 hundred thousand.. U guy can do nothing right now, we know so well how this people react want they are many, as people said if they small they worshing u if they became bigger they worshipped cow.
Identity Attack0.009027477
Insult0.07365121
Profanity0.03990845
Threat0.00933372
Severe Toxicity0.0037765503
Low Tox 0.16851899 Low Con 0.273
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
These immigrants are working hard and are proud of their culture..why hate when they donot interfere with your freedom.. compete with them or ask yr politicians s . Btw with 20 plus bodycount what ethics …
These immigrants are working hard and are proud of their culture..why hate when they donot interfere with your freedom.. compete with them or ask yr politicians s . Btw with 20 plus bodycount what ethics u guys have any how 😢
Identity Attack0.1007269
Insult0.059061307
Profanity0.017982552
Threat0.007340072
Severe Toxicity0.0032615662
Low Tox 0.16591948 Constructive 0.534
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
8:57 let these guy know most of these are students paying 3 times higher fees on which ur universities run and local students have to pay less fees just look at the numbers how many …
8:57 let these guy know most of these are students paying 3 times higher fees on which ur universities run and local students have to pay less fees just look at the numbers how many universities shut down when students stopped to come secondly students pays 3 times higher fees and 20000$ to gic with stays with Canadian bank for two years and secondly which money u are talking do u have any document that government gives free money? There is difference between refugees and students, this polish guy him self is on road half naked and talking about others are dirty firstly go and fcng take shower
Identity Attack0.025404079
Insult0.07967083
Profanity0.028093686
Threat0.007586042
Severe Toxicity0.004272461
Low Tox 0.16331999 Constructive 0.606
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
U can maintain your culture whilst within your friends and family in privacy, BUT just don’t push your agenda onto Canadians! One can assimilate and still keep their culture within their group. This is the …
U can maintain your culture whilst within your friends and family in privacy, BUT just don’t push your agenda onto Canadians! One can assimilate and still keep their culture within their group. This is the full intention of a melting pot, not immigrate and take over the country with your culture!
Identity Attack0.10221587
Insult0.061626412
Profanity0.015830519
Threat0.007197669
Severe Toxicity0.003414154
Low Tox 0.16098402 Constructive 0.598
Aug 26, 2025 Why Canadians Are Turning Against …
You targeting india for views. It is true even if u disagreeee
You targeting india for views. It is true even if u disagreeee
Identity Attack0.10221587
Insult0.038566336
Profanity0.029596692
Threat0.016120117
Severe Toxicity0.0051498413
Low Tox 0.1587729 Moderate Con 0.319 Meta_Commentary
Feb 11, 2026 4 likes Inside Canada's Indian Invasion...
r u going to make a video on billionaires or multi billion dollar companies overworking an underpaying immigrant workers bc they work for less or what
r u going to make a video on billionaires or multi billion dollar companies overworking an underpaying immigrant workers bc they work for less or what
Identity Attack0.06749674
Insult0.039737478
Profanity0.026317406
Threat0.008738215
Severe Toxicity0.0044441223
Low Tox 0.15822013 Low Con 0.24
Jan 22, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
U can travel to any country u want but dont make it ur country,if so then why u ran from ur country, ppl should not make their own culture in different countries cultures ! That …
U can travel to any country u want but dont make it ur country,if so then why u ran from ur country, ppl should not make their own culture in different countries cultures ! That makes me angry just,
Identity Attack0.10221587
Insult0.03522326
Profanity0.022969801
Threat0.007754337
Severe Toxicity0.003490448
Low Tox 0.15822013 Constructive 0.511 Identity_Assertion
Feb 10, 2026 Inside Canada's Indian Invasion...
BRO U WERE NEXT TO MY SCHOOL
BRO U WERE NEXT TO MY SCHOOL
Identity Attack0.010655383
Insult0.03599453
Profanity0.04867618
Threat0.010602405
Severe Toxicity0.006942749
Low Tox 0.15490346 Moderate Con 0.381 Meta_Commentary
Feb 13, 2026 2 likes Inside Canada's Indian Invasion...
Sikh give free food u know
Sikh give free food u know
Identity Attack0.10221587
Insult0.06774519
Profanity0.07255927
Threat0.012647836
Severe Toxicity0.013801457
Low Tox 0.15158679 Moderate Con 0.321
Sep 23, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
same like my country singapore, greatest country in the world too like many others, except nearly half or 43% of the people here are literally immigrants/foreign born in the last 15 years....and we arent talking …
same like my country singapore, greatest country in the world too like many others, except nearly half or 43% of the people here are literally immigrants/foreign born in the last 15 years....and we arent talking about half the population in just one town or city, the entire country is half foreign. they did not jump the border of course, but like so many of these "liberal" western wannabe countries, the government sseem to have an irresistable urge to let any tom d and harry into the country whose even remotely interested. not sure why everybody keeps praising this place.....its weird and bizzare dont u think going to another country and seeing and knowing half the people there are foreign like u.....like who goes to visit another country wanting to see foreigners? i dont go to japan or australia hoping to see nothing but foreigners.
Identity Attack0.094936445
Insult0.06459839
Profanity0.025907494
Threat0.0076119336
Severe Toxicity0.0037193298
Low Tox 0.15103401 Constructive 0.597 Comparative_Framing
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Are u shaw about sneaking in to the greatest country on earth 🌍 it don’t look like the greatest country with all the stuff going on there
Are u shaw about sneaking in to the greatest country on earth 🌍 it don’t look like the greatest country with all the stuff going on there
Identity Attack0.029917859
Insult0.033019636
Profanity0.037904397
Threat0.009048914
Severe Toxicity0.005264282
Low Tox 0.14950264 Low Con 0.222 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Pay attention to were u are standing. Get out of ppls way.
Pay attention to were u are standing. Get out of ppls way.
Identity Attack0.0074365693
Insult0.036545437
Profanity0.023789622
Threat0.022163315
Severe Toxicity0.0029945374
Low Tox 0.14950264 Moderate Con 0.376 Meta_Commentary
Feb 7, 2026 Inside Canada's Indian Invasion...
I used to live in Brampton but moved to Quebec 3 months ago and I remmeber all of this crazyness and u went past one of my fav plaza
I used to live in Brampton but moved to Quebec 3 months ago and I remmeber all of this crazyness and u went past one of my fav plaza
Identity Attack0.006955597
Insult0.076185785
Profanity0.025087673
Threat0.0063885585
Severe Toxicity0.001821518
Low Tox 0.1460314 Constructive 0.594 Personal_Narrative
Feb 27, 2026 Inside Canada's Indian Invasion...
No way I told u to go to Brampton last video
No way I told u to go to Brampton last video
Identity Attack0.010803374
Insult0.026960457
Profanity0.04742365
Threat0.014911477
Severe Toxicity0.006980896
Low Tox 0.1373533 Moderate Con 0.343 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
taste the great replacement, what u did to the natives now happening with you
taste the great replacement, what u did to the natives now happening with you
Identity Attack0.034816213
Insult0.036435258
Profanity0.022559889
Threat0.010705971
Severe Toxicity0.004043579
Low Tox 0.13214645 Low Con 0.241 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
are u from punjab:yes. are you from india:yes
are u from punjab:yes. are you from india:yes
Identity Attack0.10221587
Insult0.03768798
Profanity0.031391226
Threat0.008945347
Severe Toxicity0.0061035156
Low Tox 0.123468354 Low Con 0.275 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Algoma U in The Soo actually claps
Algoma U in The Soo actually claps
Identity Attack0.008546505
Insult0.03885912
Profanity0.07320584
Threat0.011094344
Severe Toxicity0.005455017
Low Tox 0.119997114 Low Con 0.247 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Ethnicity doesn't own land lil bro, demographic proportion does, india is 15 percent of the world in population and 2 percent in land size, so basically it will own 13% more whether u like it …
Ethnicity doesn't own land lil bro, demographic proportion does, india is 15 percent of the world in population and 2 percent in land size, so basically it will own 13% more whether u like it or not lil bro
Identity Attack0.08170113
Insult0.026315894
Profanity0.044668075
Threat0.0089712385
Severe Toxicity0.0052261353
Low Tox 0.119997114 Moderate Con 0.301 Comparative_Framing
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...

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.