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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: "why dont you be out …" 562 comments · Page 17 of 23
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as …
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as well. Most people i work with me are early immigrants or second generation. They dont vote and shows no interest. All they do is complain. Even after 15 20 years they are not integrated in to canadian society.
Identity Attack0.12208464
Insult0.06921569
Profanity0.013234417
Threat0.006977591
Severe Toxicity0.003490448
Low Tox 0.16678599 Constructive 0.605 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
Dont try to make another india by creating new rule , first embrace what Canada provides. Dont bend rule to fit in .. respect where you immigrate to.. or else get out
Dont try to make another india by creating new rule , first embrace what Canada provides. Dont bend rule to fit in .. respect where you immigrate to.. or else get out
Identity Attack0.10221587
Insult0.053791173
Profanity0.017299367
Threat0.009851551
Severe Toxicity0.0036621094
Low Tox 0.16158698 Moderate Con 0.378 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
we dont want them
we dont want them
Identity Attack0.034042787
Insult0.033901088
Profanity0.027273865
Threat0.012751401
Severe Toxicity0.0038146973
Low Tox 0.16098402 Low Con 0.269 Identity_Assertion
Feb 3, 2026 Inside Canada's Indian Invasion...
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 …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over other cities its when it became a little too much and started to take over canadian culture. I had a friend visit from the u.s for the very first time, and we did some sight seeing, you know going to places around ontario that tourists would check out, went to niagra falls for the first time in maybe 10 years man it changed. It was 90% Indian people. She noticed it right away but didnt say anything, i said a lot of indians huh? and she said yeah didnt think canada was like this. When you think Canada its always been mulicultural, you just think of all ethnicities and people of different cultures but at the end of the day everyone was Canadian and they assimilated. Now you dont think of a multicultural country you think of an indian country thats changing the canadian culture and way of life and not in a good way. Identity is being taken away and it needs to stop. Canada needs to take notes from Poland before its too late. Poland closed their doors and guess what? economy went up, crime rate went down, people are happier. Canada opened the doors, crime rate shot up, economy crashing, more homelessness then ever and so on. Not saying its specifically Indian people, its the amount coming in and how they adopt canadian culture but instead bring their culture and trye changing the country to fit them rather then fitting in with an already established country and culture.
Identity Attack0.06567776
Insult0.07935401
Profanity0.026590679
Threat0.007353018
Severe Toxicity0.004005432
Low Tox 0.15987846 Constructive 0.758
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Not true. Majority of canadians dont want migrants. -no well payed jobs - migrants taking minimum wage jobs. Our western provinces cant support migrants on welfare. Our health care is failing due to influx
Not true. Majority of canadians dont want migrants. -no well payed jobs - migrants taking minimum wage jobs. Our western provinces cant support migrants on welfare. Our health care is failing due to influx
Identity Attack0.12556632
Insult0.047935467
Profanity0.012380436
Threat0.0064079775
Severe Toxicity0.0031471252
Low Tox 0.1587729 Constructive 0.521 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
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...
What do they mean these people dont work. These students study by day and work 12 hours at night........go look at the stats. Its just 100% hate no respect
What do they mean these people dont work. These students study by day and work 12 hours at night........go look at the stats. Its just 100% hate no respect
Identity Attack0.011543332
Insult0.06494803
Profanity0.021535112
Threat0.0066798385
Severe Toxicity0.0024414062
Low Tox 0.15711457 Moderate Con 0.383
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Its sad cause there are lovely people from both india and china here that want to live and thrive in canada and be canadian, they dont want the country they left. But for some reason …
Its sad cause there are lovely people from both india and china here that want to live and thrive in canada and be canadian, they dont want the country they left. But for some reason liberal politicians think they need to bring in people from these places who hate us and want to change things. I feel bad for the people who came here to be here genuinely. Nobody can afford anything here now because of being overrun
Identity Attack0.12208464
Insult0.05262003
Profanity0.016547862
Threat0.007094103
Severe Toxicity0.0030708313
Low Tox 0.15711457 Constructive 0.65 Identity_Assertion
Feb 5, 2026 Inside Canada's Indian Invasion...
I work with a lot of imigrants. When hired they r told english only during shifts and they totally disreguard that and mgmt does nothing about it. They also have prayer room and they get …
I work with a lot of imigrants. When hired they r told english only during shifts and they totally disreguard that and mgmt does nothing about it. They also have prayer room and they get their regular breaks as well asbreaks to pray when ever they feel like it,it is totally not fair for the other workers as we dont let our religion dictate our lives. Enough is enough!!
Identity Attack0.11744241
Insult0.03423163
Profanity0.019348921
Threat0.0069905366
Severe Toxicity0.0031661987
Low Tox 0.15545623 Constructive 0.721
Aug 26, 2025 182 likes Why Canadians Are Turning Against …
I dont mind anybody of any type but you need to live by the rules of Canada and not India.
I dont mind anybody of any type but you need to live by the rules of Canada and not India.
Identity Attack0.11860296
Insult0.04383647
Profanity0.01941724
Threat0.0067186756
Severe Toxicity0.0030136108
Low Tox 0.15545623 Moderate Con 0.416
Sep 19, 2025 1,246 likes Inside Canada's Indian Metropolis (Brampton)
Tom petty would have to rewrite his song to "you dont get to live like a refugee"
Tom petty would have to rewrite his song to "you dont get to live like a refugee"
Identity Attack0.068465814
Insult0.055547886
Profanity0.018255826
Threat0.008531082
Severe Toxicity0.0032234192
Low Tox 0.15490346 Low Con 0.29 Humor_Satire
Nov 21, 2025 Thousands of refugees allowed into …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch and release program for repeat offenders, even violent ones! And made drugs decriminalised! From what I heard, there was commercials and panphlets all over differnt countries saying come to canada for a better life, its great here! Many came and because of the housing shortage due to the red tape, people were sleeping on the street in front of the government offices! Its also colder then many people that have never experienced could even imagine! Then there starting from the bottom! A chip on there shoulder thinking the gov owes them and do whatever you can to get payed! Hence why there were so many car, jewlery store, liqure store thiefts and break & enters! The cops were literally telling people to keep there car keys near the door so the thiefs can take them with no altercation! I blame turdo and sean fraser! Fun fact, sean fraser was the immagration minister then got cabnet shuffled to housing minister during turdos terms, idk what he is now but i think hes still in cabnet. I try not to be racist but this failed experiment and just plain bad math/out of touch with reality cabinet ministers are litterally making people racist! Its too many, too fast, when there manipulating the housing market by red taping it so much nobody can get a shovel in the ground! The stupidity of the gov is insane! I dont like the convervatives either as they will just swing the pendulem so far the other way too fast, i.e. cut everything! Including when they were hurting single mothers on welfare and persons with disibilities, we need somthing new, maybe a.i. or the upcomming future party, idk but this crap is wak!
Identity Attack0.053854458
Insult0.0670459
Profanity0.023311393
Threat0.011042561
Severe Toxicity0.0046157837
Low Tox 0.15490346 Constructive 0.646 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Im shocked . I dont know why but i thought it was going to be about a differnt kind of indian
Im shocked . I dont know why but i thought it was going to be about a differnt kind of indian
Identity Attack0.14019285
Insult0.032138187
Profanity0.049928714
Threat0.00814271
Severe Toxicity0.0051498413
Low Tox 0.1537979 Moderate Con 0.37 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I am sure all the Punjabis that you have spoken to have a Bachelors degree at least.I am not from Punjab, but i was fascinated to see Punjab, you should go to Chandigarh.The people in …
I am sure all the Punjabis that you have spoken to have a Bachelors degree at least.I am not from Punjab, but i was fascinated to see Punjab, you should go to Chandigarh.The people in Punjab want their children to study abroad so that they dont get into drugs and all.Also, it is just a showoff thing to show pictures of pre owned dodge challenger and mustangs to their friends and family back home.
Identity Attack0.10221587
Insult0.06372428
Profanity0.029460056
Threat0.009359611
Severe Toxicity0.0048065186
Low Tox 0.15269235 Constructive 0.694 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
At least we dont force you to convert. And we assimilate wherever we go, its just canadians who dont want them to assimilate in your country.
At least we dont force you to convert. And we assimilate wherever we go, its just canadians who dont want them to assimilate in your country.
Identity Attack0.12440576
Insult0.030595649
Profanity0.0137468055
Threat0.007365964
Severe Toxicity0.0030899048
Low Tox 0.15269235 Moderate Con 0.374 Moral_Argument
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
They will still bring in a large number of PRs. I dont mind if they are doctors and nurses to ease the pressure on hospitals. Instead we get low skilled immigrants. Enough immigration and support …
They will still bring in a large number of PRs. I dont mind if they are doctors and nurses to ease the pressure on hospitals. Instead we get low skilled immigrants. Enough immigration and support Canadian youth.
Identity Attack0.10221587
Insult0.060752302
Profanity0.012414595
Threat0.00713294
Severe Toxicity0.0027275085
Low Tox 0.15269235 Constructive 0.609 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026
I KNOW. Its hard. Our host, trying, trying, straining to comprehend the big picture. This was a decent logical interview. Kenney called out 'post nationalist' the death of history insane ideology. And the two of …
I KNOW. Its hard. Our host, trying, trying, straining to comprehend the big picture. This was a decent logical interview. Kenney called out 'post nationalist' the death of history insane ideology. And the two of you showed how it has been rejigged, a lot of the details. Good job. Honestly, excellent interview. I saved it to my PC. Here is the hard part. Excepting the US, the entire west, UK, Germany, France, Spain, Canada, Australia etc, is engaging the same precise nation wrecking migration policies. Ponder the concept - its a global plan. THAT is the hard part. Stretch your mind Lilley, you can do it. You would start to wonder whether its one arm of an overall decline of the west actual plan. Wreck energy, agriculture, public finances, flood the place with unvetted migrants to swamp the place, deride the history, promote shame, wreck the very concept of a family, de-industralize. Make us all poor, dependent, minorities in our own homeland. Keep gnawing away at free speech, arrest grandmas for posting why is the local hotel full of migrants who dont speak english? Just how it is man. I know, its hard to comprehend. Facts are facts however.
Identity Attack0.045901958
Insult0.06984934
Profanity0.02433617
Threat0.009074804
Severe Toxicity0.0031661987
Low Tox 0.15213956 Constructive 0.797 Unverified_Claim
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
3:58 To foreigners watching, this might seem like an isolated scenario because he filmed one location but it is like this 90-95% of Tim Hortons in the big cities and even some places in the …
3:58 To foreigners watching, this might seem like an isolated scenario because he filmed one location but it is like this 90-95% of Tim Hortons in the big cities and even some places in the boonies. These are all family owned as well, they are usually cousins and siblings and uncles working these places which is why so many canadians complain about the service, because these people are literally unfireable, they sometimes dont even speak english (common) and french (very common for obvs reasons).
Identity Attack0.07012023
Insult0.06757036
Profanity0.034146797
Threat0.007793174
Severe Toxicity0.0038909912
Low Tox 0.15158679 Constructive 0.681 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I dont mind, but please, use soap and deodorant!
I dont mind, but please, use soap and deodorant!
Identity Attack0.0051797
Insult0.03489272
Profanity0.030890211
Threat0.012440704
Severe Toxicity0.005264282
Low Tox 0.15158679 Moderate Con 0.426 Humor_Satire
Sep 21, 2025 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)
You dont have the upperclass living in Brampton lol
You dont have the upperclass living in Brampton lol
Identity Attack0.022590388
Insult0.059061307
Profanity0.03615085
Threat0.0066345283
Severe Toxicity0.003376007
Low Tox 0.15048122 Low Con 0.265 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
I dont get why they’re kicking out immigrants who work and can actually integrate?
I dont get why they’re kicking out immigrants who work and can actually integrate?
Identity Attack0.1232452
Insult0.024124376
Profanity0.019622196
Threat0.023371955
Severe Toxicity0.0034332275
Low Tox 0.15048122 Moderate Con 0.357 Question
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
When my ancestors came here they had to carve farms out of the forest and build log cabins. We dont need any more incentives for immigrants, if you wanna come here make your own way.
When my ancestors came here they had to carve farms out of the forest and build log cabins. We dont need any more incentives for immigrants, if you wanna come here make your own way.
Identity Attack0.105836816
Insult0.033901088
Profanity0.012995303
Threat0.0073789097
Severe Toxicity0.0032043457
Low Tox 0.15048122 Moderate Con 0.498
Nov 23, 2025 91 likes Quebec Ends Economic Immigration Program …
Welcome to world economic forum and liberals that is what you get Canadians are sleeping besides crying online people should go protest like they do if people dont show their frustration its just going to …
Welcome to world economic forum and liberals that is what you get Canadians are sleeping besides crying online people should go protest like they do if people dont show their frustration its just going to continue good luck before this country turns in to a 3 world country
Identity Attack0.06431354
Insult0.06319981
Profanity0.014532468
Threat0.007909686
Severe Toxicity0.0031089783
Low Tox 0.147767 Low Con 0.284 Call_To_Action
Aug 26, 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.