Skip to content
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

click to expand

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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Guys what is going on …" 128 comments · Page 5 of 6
5:27 The bike guy is going after everybody, the Canadian Trump
5:27 The bike guy is going after everybody, the Canadian Trump
Identity Attack0.060675595
Insult0.07460167
Profanity0.023652986
Threat0.012751401
Severe Toxicity0.0049591064
Low Tox 0.1893425 Low Con 0.184 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people …
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people will gladly intergrade, but Canadian borns won't welcome it. Walk with me- I'll use food for an example. Every other grocery store is middle eastern/asian/african in Brampton and its becomes harder finding more western style food. I love international food, I cook it often but if you're used to burgers and pizza and only know how to make spaghetti it feels like a 'take over' These people want what they want and even though all these places are free for you to also enjoy they don't like it cause it's too 'foreign' to them. It doesn't mean there isnt still a No Frills or a Walmart or Metro, but because the african and halal store are closer and more frequent it seems like more of a convenience to others and not to you. When people say we're multi-cultural, they mean 'yeah he's brown or black but he keeps it to himself' They aren't going to go to that Sikh temple giving free food, and only go to the church at the beginning even though they're welcome to both. It's the same for Diwali and other things, white people dont care to be interested in those things, and just wonder why they get to have it at all. I do agree with that indian lady at the beginning though, with lax immigration you come in feeling like you don't need to do anything to assimilate. They're doing themselves a disservice by only helping themselves. I hate stereotypes being perpetuated onto people but like that Pakistani guy said too, you live in a bubble and you don't pay attention to that. You can go days without speaking english to someone. You can't immigrate somewhere and shut out everyone already there. I get you may not feel welcome by the white people like the ones in the beginning and so you dont mess with them, and its easy not to. But there needs to be openness with helping everyone benefit from multi-culturalism and not just some of us. There are issues with immigrants not wanting to go outside their bubble and for canadians not to want to either, It'll be hard to (with the current issues we're facing as a country) to actually blend together more.
Identity Attack0.25140062
Insult0.061101943
Profanity0.02392626
Threat0.008181547
Severe Toxicity0.0060272217
Low Tox 0.1883923 Constructive 0.849
Oct 4, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
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 …
For a while I lived in a basement room in Brampton as I worked at the airport. Big beautiful house. I had small room with a toilet, neighbours down the hall, no fire exit, no …
For a while I lived in a basement room in Brampton as I worked at the airport. Big beautiful house. I had small room with a toilet, neighbours down the hall, no fire exit, no windows... I ran into a deputy fire chief at a library and he said totally illegal but he had to look the other way .... Canadian government policy... There were about 20 people in that single family house... I was the only white guy in the neighbourhood ... They treated my well... Liberal Government brought large numbers to help facilitate the creation of the Klaus Schwab/WEF vision of the NWO... as they will support the team that brought them in unvettted. The Liberal thought is Canada is not a nation state... but part of that Globalists vision/agneda. I guess I might go to jail for saying that eh ????
Identity Attack0.13163337
Insult0.06319981
Profanity0.029050145
Threat0.009566744
Severe Toxicity0.0052261353
Low Tox 0.17198499 Constructive 0.719 Personal_Narrative
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
Crazy seeing this guy go to Brampton lol. I haven't been back in a long time and I miss it. It's a great place regardless of who lives there. Obviously it has become a haven …
Crazy seeing this guy go to Brampton lol. I haven't been back in a long time and I miss it. It's a great place regardless of who lives there. Obviously it has become a haven for immigration which has lowered things quite a bit. But it's still nice. Just don't ask about the insurance rates. I don't miss that.
Identity Attack0.022791367
Insult0.071433455
Profanity0.04065997
Threat0.006589218
Severe Toxicity0.0028419495
Low Tox 0.15435068 Constructive 0.731 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I wonder if that guy with the bike is going to get a knock on his door soon?
I wonder if that guy with the bike is going to get a knock on his door soon?
Identity Attack0.005364689
Insult0.025929155
Profanity0.02030538
Threat0.13313138
Severe Toxicity0.005607605
Low Tox 0.14950264 Moderate Con 0.317 Meta_Commentary
Jan 27, 2026 30 likes Inside Canada's Indian Invasion...
Next time try not to talk to only homeless Canadians 8:34 the guy says they don't work and also say they work for Indian on cash so that guy himself can't decide do they work …
Next time try not to talk to only homeless Canadians 8:34 the guy says they don't work and also say they work for Indian on cash so that guy himself can't decide do they work or not. You should try talking to others who are born canadians as everyone knows people can't live without work and indians work too making the community to grow and expand and more rich, so better go in everyone's shoes before saying anything about them.
Identity Attack0.10221587
Insult0.036325075
Profanity0.012243799
Threat0.006440342
Severe Toxicity0.0022411346
Low Tox 0.12520397 Constructive 0.668
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
arent there citizen initiative groups organizing and finding these under table workers? all you need to do is go to a construction site half the guys dont know any English.....rich people hire under the table …
arent there citizen initiative groups organizing and finding these under table workers? all you need to do is go to a construction site half the guys dont know any English.....rich people hire under the table house cleaners/nannies......hope they are able to find all these people as the govt isnt going to bother finding the illegals
Identity Attack0.053854458
Insult0.05144889
Profanity0.016172111
Threat0.0077284453
Severe Toxicity0.002670288
Low Tox 0.113263406 Constructive 0.505
Sep 28, 2025 IRCC Names India in Study …
If a community feels like they are the minority among the people they live with, they wouldn't dare themselves to go against the majority. Now, could you guys do the same interview in the UK …
If a community feels like they are the minority among the people they live with, they wouldn't dare themselves to go against the majority. Now, could you guys do the same interview in the UK as well?. Just watch the film "Slumdog Millionaire".
Identity Attack0.026609946
Insult0.055547886
Profanity0.022013342
Threat0.007068211
Severe Toxicity0.0019836426
Low Tox 0.112436704 Moderate Con 0.473
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
how much taxes do they pay? I was in California and they don't have to get a license but they drive cars with no plates on them. In taxachusetts i know a guy who got …
how much taxes do they pay? I was in California and they don't have to get a license but they drive cars with no plates on them. In taxachusetts i know a guy who got in an accident with a truck that was driven by an illegal...he did not have a license and they let him go...the company that owned the truck paid. They get more benefits than us and they pay no taxes. I was unemployed once and had no health care. every place I applied refused me health care so at the end of the year I had to pay a penalty for each month I didn't have health care. What penalty do they pay? I am discriminated against for being a poor white american citizen. This country is a joke and I wish I was never born here.
Identity Attack0.033784978
Insult0.046178754
Profanity0.021535112
Threat0.007974415
Severe Toxicity0.0031852722
Low Tox 0.11171334 Constructive 0.694
Oct 7, 2018 2 likes How much do refugees and …
Going back to their countries is a tragedy? Why? It is their countries! Can Canadians go to their countries & get scholarships & benefits & citizenships? No? Why’s that not a tragedy? The only opinion …
Going back to their countries is a tragedy? Why? It is their countries! Can Canadians go to their countries & get scholarships & benefits & citizenships? No? Why’s that not a tragedy? The only opinion voiced on that tv is on the beneficiaries & the immigration lawyers that make bank off of trading in humans, why are u guys so biased against & isolated from this country’s ppl?
Identity Attack0.06249457
Insult0.034341812
Profanity0.0118680475
Threat0.0064985976
Severe Toxicity0.002155304
Low Tox 0.11161 Moderate Con 0.424 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
This guy had pastors arrested and a church taken over by police. Why are we listening to any opinions he has? He's part of the political problem in Canada. Let's go Alberta independence!!!
This guy had pastors arrested and a church taken over by police. Why are we listening to any opinions he has? He's part of the political problem in Canada. Let's go Alberta independence!!!
Identity Attack0.028886627
Insult0.04032305
Profanity0.010604155
Threat0.008582866
Severe Toxicity0.0023460388
Low Tox 0.11129999 Moderate Con 0.499 Meta_Commentary
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
Brampton has been made home by many Punjabis from India, claiming suppression. In reality nobody is suppressed. In fact, the Punjab state in India is very fertile. Canada has deliberately let in these guys to …
Brampton has been made home by many Punjabis from India, claiming suppression. In reality nobody is suppressed. In fact, the Punjab state in India is very fertile. Canada has deliberately let in these guys to do truck driving. For the economic progress being made by India, it doesn't make sense to go to Canada now.
Identity Attack0.099072486
Insult0.029493837
Profanity0.01220964
Threat0.0069516995
Severe Toxicity0.002298355
Low Tox 0.10783285 Constructive 0.614 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Local shop I used to work in has been bought up by them a few years ago...I noticed they hire a new guy from Chennai every few months and then previous worker moves to london. …
Local shop I used to work in has been bought up by them a few years ago...I noticed they hire a new guy from Chennai every few months and then previous worker moves to london. They're using the shop to get their mates into the country by giving them jobs until they can claim residency. Been about 5 new guys come and go. Before them the shop gave me and others from my small town an income and we were all great friends. It's a shame.
Identity Attack0.015254694
Insult0.039444692
Profanity0.013610168
Threat0.0061425893
Severe Toxicity0.0012969971
Low Tox 0.09828771 Constructive 0.76 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If you are not ready to assimilate then don't go. Bicycle guys is what the world need more of right now.
If you are not ready to assimilate then don't go. Bicycle guys is what the world need more of right now.
Identity Attack0.011765319
Insult0.026831545
Profanity0.017026093
Threat0.010964886
Severe Toxicity0.002822876
Low Tox 0.09611836 Moderate Con 0.36 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
A honest guy! What a rare sight, maby that dude should go into politics
A honest guy! What a rare sight, maby that dude should go into politics
Identity Attack0.0052906936
Insult0.03522326
Profanity0.01627459
Threat0.008841781
Severe Toxicity0.0015068054
Low Tox 0.09611836 Moderate Con 0.442 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
deportation will be going around the world guys I am telling you.. once UK starts their thing then USA and other countries will also do that.
deportation will be going around the world guys I am telling you.. once UK starts their thing then USA and other countries will also do that.
Identity Attack0.034816213
Insult0.015568925
Profanity0.016479544
Threat0.011379151
Severe Toxicity0.0024414062
Low Tox 0.08479069 Low Con 0.297 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
Seriously? Interviewing a guy who lives in a shelter, asking him about iq and job opportunities? Really dude? Just cuz you have a platform, we can take everyone’s views as truth. Go find better people …
Seriously? Interviewing a guy who lives in a shelter, asking him about iq and job opportunities? Really dude? Just cuz you have a platform, we can take everyone’s views as truth. Go find better people to interview.
Identity Attack0.002034882
Insult0.030375287
Profanity0.015454767
Threat0.006576272
Severe Toxicity0.0011491776
Low Tox 0.08083374 Low Con 0.262 Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Guy on the bike talking facts that everyone is too scared to say but go home and say with their friends 😂
Guy on the bike talking facts that everyone is too scared to say but go home and say with their friends 😂
Identity Attack0.0037922803
Insult0.026960457
Profanity0.018119188
Threat0.00756015
Severe Toxicity0.0016784668
Low Tox 0.08083374 Moderate Con 0.32 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
That guy with the bicycle knows whats going on.. at least he cares about his people to notice
That guy with the bicycle knows whats going on.. at least he cares about his people to notice
Identity Attack0.0040512653
Insult0.028832749
Profanity0.020646973
Threat0.0067316215
Severe Toxicity0.0017261505
Low Tox 0.071337044 Moderate Con 0.428 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Afraid. Not asleep. People see hear and feel it. The media are helping the GOVT hide that they have lost control and the host is the hostage. That Indian guy is right What are you …
Afraid. Not asleep. People see hear and feel it. The media are helping the GOVT hide that they have lost control and the host is the hostage. That Indian guy is right What are you going to do about it. Nothing and they know it. So maybe this is the shot across the bow letting us know its going to be that way whether we want it to or not.
Identity Attack0.022992345
Insult0.021803947
Profanity0.015079016
Threat0.012233571
Severe Toxicity0.0019359589
Low Tox 0.06817148 Moderate Con 0.465
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by looking to the South.. We know it takes us goin out to the poles by the millions, to vote, in order to elect, who we think is best for the country,..but then we expect small groups, of only a few100, to be capable of affecting change, with such major, post electoral issues, as this. Make no mistake, this, Canada, has already become a completely different place,..it's no longer the home we knew and loved, as it was. All those aspects are gone. And this is just the beginning. Wars Will Happen, in our cities.. Yes I'm just some guy that was born here in Canada, 61yrs ago. What I'm saying, is what I've been seeing, for decades. Rules and guidelines, and laws, need to passed. If you come to a foreign country, to live,..you practice, and learn their ways, and become one with them. None of this Social Separation B.S...If you want to live as you did in the country you left, find a secluded island, or go back to where you came from. It,s not just illegals that are being a problem.
Identity Attack0.011839314
Insult0.028832749
Profanity0.01579636
Threat0.0069387536
Severe Toxicity0.001707077
Low Tox 0.058737632 Constructive 0.793 Fear_Threat
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
One of these guys up there is a prince my uncle is trying to help get back to India, soon as he does he's going to give him a lot of money
One of these guys up there is a prince my uncle is trying to help get back to India, soon as he does he's going to give him a lot of money
Identity Attack0.03223813
Insult0.017163089
Profanity0.025770858
Threat0.010162249
Severe Toxicity0.0028038025
Low Tox 0.05651112 Moderate Con 0.475
Jan 27, 2026 Inside Canada's Indian Invasion...
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than …
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than the average Canadian tax payer
Identity Attack0.017264472
Insult0.02051482
Profanity0.01084327
Threat0.0064468146
Severe Toxicity0.0011110306
Low Tox 0.045131154 Moderate Con 0.356 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …

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.