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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: "There was not a need …" 2,035 comments · Page 43 of 82
At least indian places of worship give food for the people in need. Western churches just beg for money
At least indian places of worship give food for the people in need. Western churches just beg for money
Identity Attack0.18903255
Insult0.04969218
Profanity0.024131214
Threat0.0072365063
Severe Toxicity0.003643036
Low Tox 0.18554166 Moderate Con 0.312 Comparative_Framing
Nov 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said …
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said "C'mon over..." Our path forward is to purge our nation of illegal immigrants, PRs that aren't hitting the metrics, students with expired visas and of course criminals who are not Canadians. Once we've cleaned house we need to treat our country like the prize that it can be and only invite in those who fit in with our psyche and economic needs. Just because someone shows up at our border doesn't mean that they belong in Canada.
Identity Attack0.11163961
Insult0.0838533
Profanity0.02167175
Threat0.011146127
Severe Toxicity0.0062561035
Low Tox 0.18459146 Constructive 0.59 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Most Indians know this, and they need a reminder no matter how much they contribute to a foreign land or sacrifice the last drop of blood in a foreign country, they will never be accepted …
Most Indians know this, and they need a reminder no matter how much they contribute to a foreign land or sacrifice the last drop of blood in a foreign country, they will never be accepted for you don't tolerate your family members in your house if you feel you are being squeezed facing competition even if they pay you, its natural. If not today definitely tomorrow you have to return... so, make sure you don't do anything which shuts the door to return.
Identity Attack0.1769227
Insult0.054962315
Profanity0.025087673
Threat0.021472665
Severe Toxicity0.0064849854
Low Tox 0.18364124 Constructive 0.634 Identity_Assertion
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
New Zealand also has mass immigration from India. It needs to stop.
New Zealand also has mass immigration from India. It needs to stop.
Identity Attack0.21470967
Insult0.033019636
Profanity0.017367685
Threat0.008013252
Severe Toxicity0.0050354004
Low Tox 0.18364124 Low Con 0.266 Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Invasion...
Buddy in the orange needs to run for president . BASED AF
Buddy in the orange needs to run for president . BASED AF
Identity Attack0.015254694
Insult0.08434689
Profanity0.034397304
Threat0.008336896
Severe Toxicity0.0041007996
Low Tox 0.18269104 Low Con 0.18
Jan 27, 2026 Inside Canada's Indian Invasion...
I need the question on why they want to come to a cold climate? Just why? Just cause there’s Gibbs? They’re willing to just freeze their a$$ off. I don’t even wanna live up there.
I need the question on why they want to come to a cold climate? Just why? Just cause there’s Gibbs? They’re willing to just freeze their a$$ off. I don’t even wanna live up there.
Identity Attack0.015757138
Insult0.06337463
Profanity0.15195307
Threat0.00933372
Severe Toxicity0.006713867
Low Tox 0.18269104 Moderate Con 0.336 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Christians need to go to parks with speakers and pray the Lords prayer daily. Read out scripture.
Christians need to go to parks with speakers and pray the Lords prayer daily. Read out scripture.
Identity Attack0.2308735
Insult0.029273475
Profanity0.020646973
Threat0.009126588
Severe Toxicity0.0050354004
Low Tox 0.18174082 Low Con 0.291
Aug 25, 2025 37 likes Why Canadians Are Turning Against …
Everything he said about “africa”.. like the whole continent??? is untrue and anyone who believe it needs help.
Everything he said about “africa”.. like the whole continent??? is untrue and anyone who believe it needs help.
Identity Attack0.10221587
Insult0.06774519
Profanity0.016889455
Threat0.007353018
Severe Toxicity0.0036621094
Low Tox 0.18174082 Low Con 0.197 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
449 guy needs his own sit com 😂
449 guy needs his own sit com 😂
Identity Attack0.013646871
Insult0.045593183
Profanity0.0935729
Threat0.012854968
Severe Toxicity0.008888245
Low Tox 0.18079062 Low Con 0.217 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
We are all immigrants other than the indigenous and Inuit. My father’s family can be traced back to 1538. He is French Canadian and native. My mom was an Irish American from Cleveland Ohio. This …
We are all immigrants other than the indigenous and Inuit. My father’s family can be traced back to 1538. He is French Canadian and native. My mom was an Irish American from Cleveland Ohio. This country has changed so much. I am at a loss. We need to speak out our opinions. I have lived here all over Canada, all my life. Why can we open up the the immigration doors when we did not have the infrastructure. It was insane. It hurt the original Canadians. The migrants are treated special. There should not be kickbacks. The govt has created this racism by giving immigrants priviliges
Identity Attack0.10221587
Insult0.083112895
Profanity0.02836696
Threat0.008000307
Severe Toxicity0.0038719177
Low Tox 0.1798404 Constructive 0.8 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
Shut that website down we don't need anymore we need to help our own
Shut that website down we don't need anymore we need to help our own
Identity Attack0.0068076057
Insult0.032028005
Profanity0.036651865
Threat0.021472665
Severe Toxicity0.00579834
Low Tox 0.17891699 Moderate Con 0.305 Policy_Critique
Nov 24, 2025 2 likes Thousands of refugees allowed into …
We really need mass deportation in order to survive the current decline we’re in!! Liberal government needs to go in order for this to turn around!!
We really need mass deportation in order to survive the current decline we’re in!! Liberal government needs to go in order for this to turn around!!
Identity Attack0.06795148
Insult0.032468732
Profanity0.01627459
Threat0.03718498
Severe Toxicity0.00541687
Low Tox 0.17891699 Low Con 0.249 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
We need to worry about our own Canadian citizens and our struggles with housing alongside other priority concerns before worrying about foreignors!!!
We need to worry about our own Canadian citizens and our struggles with housing alongside other priority concerns before worrying about foreignors!!!
Identity Attack0.19100772
Insult0.04383647
Profanity0.01265371
Threat0.0075083673
Severe Toxicity0.0035858154
Low Tox 0.17805049 Moderate Con 0.415 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
We need to deport them. They are tooo many. We should take only the ones who study the program we needs graudates from. We took way tooo many. Yes they discriminate and hire. only their …
We need to deport them. They are tooo many. We should take only the ones who study the program we needs graudates from. We took way tooo many. Yes they discriminate and hire. only their people. Why Canada cant be more selective and really scrutinize them? Why are we doing sloppy work and acceptitng eveyone? This is not fair to taxpayers and our youth who is stuggle to find a job.
Identity Attack0.06522302
Insult0.06442356
Profanity0.015386449
Threat0.030623792
Severe Toxicity0.004749298
Low Tox 0.17805049 Constructive 0.615
Oct 2, 2025 IRCC Names India in Study …
Import the 3rd world become the 3rd world…. Canada need to shut down immigration and. tfw programs for 2-6 years and start to realize we need change
Import the 3rd world become the 3rd world…. Canada need to shut down immigration and. tfw programs for 2-6 years and start to realize we need change
Identity Attack0.14661247
Insult0.047935467
Profanity0.013985921
Threat0.010110466
Severe Toxicity0.005874634
Low Tox 0.17805049 Low Con 0.167
Aug 25, 2025 Why Canadians Are Turning Against …
As an Indian, that's really sad and I'm sorry on behalf of everyone Every country needs to protect it's identity If you're proud of your country, stay there. If you wish to move out from …
As an Indian, that's really sad and I'm sorry on behalf of everyone Every country needs to protect it's identity If you're proud of your country, stay there. If you wish to move out from your country just assimilate, learn their language , learn their rules, follow their traditions and be nice Idk why it's so difficult for them to understand such basic things Government needs to thoroughly scrutinise immigrants. Tbh it's bad for both countries There are good, kind and respectful Indians but because of these idiots who don't assimilate and behave stupidly, the actual good ones get hate and face racism For canada or any country, immigrants should only be legitimately skilled. Before entering the country they need to be taught the rules and asked straightforward questions by the officers I support immediate deportation of all those idiots who don't assimilate and create ruccus in other countries
Identity Attack0.15517195
Insult0.06599696
Profanity0.07934829
Threat0.009540852
Severe Toxicity0.008430481
Low Tox 0.17805049 Constructive 0.805 Moral_Argument
Jan 27, 2026 1 likes 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 …
Brampton needs to have a deportation center.
Brampton needs to have a deportation center.
Identity Attack0.07673789
Insult0.032799274
Profanity0.017299367
Threat0.028897164
Severe Toxicity0.004558563
Low Tox 0.17718399 Low Con 0.252 Call_To_Action
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Good it's about time there is kids being born in this country who need jobs and places to live when they grow up every year stop importing slave labor for rich corporations to abuse them …
Good it's about time there is kids being born in this country who need jobs and places to live when they grow up every year stop importing slave labor for rich corporations to abuse them it's not right When Men can't get work or a place to call their own it's very bad for a Civil Society
Identity Attack0.11976352
Insult0.0654725
Profanity0.019143965
Threat0.009256045
Severe Toxicity0.0048065186
Low Tox 0.17718399 Constructive 0.626
Nov 22, 2025 13 likes Quebec Ends Economic Immigration Program …
we need left wing nationalism like ho chi minh and fidel castro
we need left wing nationalism like ho chi minh and fidel castro
Identity Attack0.10221587
Insult0.02982438
Profanity0.030890211
Threat0.02440793
Severe Toxicity0.00869751
Low Tox 0.17718399 Low Con 0.213 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
I don't advocate for human rights violations and false prom, but still timmigration needs to be reduced
I don't advocate for human rights violations and false prom, but still timmigration needs to be reduced
Identity Attack0.10815793
Insult0.0350029
Profanity0.025907494
Threat0.023544617
Severe Toxicity0.0061416626
Low Tox 0.17631748 Moderate Con 0.474 Policy_Critique
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
Canada needs immigration but with controls no free for all You come across illegally you should be deported ,no return The term refugees , asylum should be made illegal it's all immigration and should be …
Canada needs immigration but with controls no free for all You come across illegally you should be deported ,no return The term refugees , asylum should be made illegal it's all immigration and should be based on merit
Identity Attack0.11976352
Insult0.043250903
Profanity0.012175481
Threat0.012958534
Severe Toxicity0.0049972534
Low Tox 0.17631748 Moderate Con 0.439 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in …
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in shambles! Stephen Harper was a great leader! We need that again, forget about the Liberals!
Identity Attack0.068465814
Insult0.0838533
Profanity0.01402008
Threat0.0076637166
Severe Toxicity0.0031471252
Low Tox 0.17545098 Constructive 0.515
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
the invasion needs to stop
the invasion needs to stop
Identity Attack0.10221587
Insult0.02708937
Profanity0.042413518
Threat0.018710058
Severe Toxicity0.008049011
Low Tox 0.17545098 Low Con 0.17 Fear_Threat
Feb 24, 2026 2 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.