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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: "how did you get a …" 2,660 comments · Page 63 of 107
You know, I am an immigrant myself but I have always have had a beef how other immigrants act all entitled. Immigrating is like going to live in another people's house, you have to respect …
You know, I am an immigrant myself but I have always have had a beef how other immigrants act all entitled. Immigrating is like going to live in another people's house, you have to respect the rules of that house. I hate people trying to change the rules to their convenience. I know a lot of immigrants just living off the system, I work 2 jobs and the day I was laid off I refused to collect EI out of self respect, why because I knew I could find another job. But many is like they are looking forward to get laid off or fired to collect government benefits. I couldn't believe that the police and military actually modified their customs to allow Indians to wear turbant. I applaud the people that requested in Ontario to do not wear any religious stuff, because people is only Canadian when is convenient, when not they are Muslims, Indians, etc. that's total BS you are Canadian? act like one, be one all the time; if not go back wherever you came from don't bring more problems to a place that already has more than enough
Identity Attack0.16587129
Insult0.07840354
Profanity0.08225787
Threat0.009411395
Severe Toxicity0.0065994263
Low Tox 0.21107252 Constructive 0.715 Personal_Narrative
Sep 9, 2025 Why Canadians Are Turning Against …
brother get all back on the bus and go back please Canada would be a lot better off
brother get all back on the bus and go back please Canada would be a lot better off
Identity Attack0.051808115
Insult0.0820023
Profanity0.01893901
Threat0.020091362
Severe Toxicity0.0074768066
Low Tox 0.21107252 Moderate Con 0.343 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
get em out
get em out
Identity Attack0.009434453
Insult0.056133457
Profanity0.060951006
Threat0.091630474
Severe Toxicity0.0062179565
Low Tox 0.20973456 Moderate Con 0.39
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Inport the 3rd world.. you get it.
Inport the 3rd world.. you get it.
Identity Attack0.16993292
Insult0.037395194
Profanity0.023789622
Threat0.011120236
Severe Toxicity0.008888245
Low Tox 0.20973456 Low Con 0.155
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where …
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where I'm coming from when I say this. I wasn't influenced by him finding these fraudulent daycares because this was prior to that. When I went to her house I had to Google maps it. Everybody in Calgary knows the Northeast is all Indian. As a matter of fact I counted how many people I saw that weren't Indian when I was there cuz I thought it was funny. I saw two white people and one Asian in the whole quarter of the city. When I got to her house I said to her why do you have so many businesses around your house it doesn't even make sense and then I showed her the Google maps and there had to be seven or eight daycares a trucking company and a bricklaying company and a drywall company. All of these businesses that don't have signs because I went and looked. These people are doing the same fraud here. This is what's killing our country. Our money is worthless because of them and they are taking all of the homes so homes are unaffordable for Canadians. On top of that they get into management and jobs and only hire their people and don't hire Canadians. We are under attack. It doesn't have to be somebody storming our beaches to attack us. Our country is under attack and we're in denial.
Identity Attack0.17381613
Insult0.100019015
Profanity0.05017922
Threat0.008841781
Severe Toxicity0.0063323975
Low Tox 0.20839658 Constructive 0.826 Fear_Threat
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Funny how some people get upset about immigrants coming to Canada… forgetting that Europeans were the first “immigrants” here, who stole the land from Indigenous people. Now they’re getting a tiny taste of what Indigenous …
Funny how some people get upset about immigrants coming to Canada… forgetting that Europeans were the first “immigrants” here, who stole the land from Indigenous people. Now they’re getting a tiny taste of what Indigenous folks felt when settlers showed up and changed everything.
Identity Attack0.22458547
Insult0.081508696
Profanity0.013268576
Threat0.007068211
Severe Toxicity0.0041389465
Low Tox 0.20839658 Constructive 0.534 Moral_Argument
Sep 18, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
self inflicted wound; canadian society suffers due to connivance of politicians dancing to get votes from Khalistanis... plain and simple
self inflicted wound; canadian society suffers due to connivance of politicians dancing to get votes from Khalistanis... plain and simple
Identity Attack0.11744241
Insult0.097093195
Profanity0.017231047
Threat0.009307829
Severe Toxicity0.00541687
Low Tox 0.20839658 Low Con 0.238 Policy_Critique
Feb 18, 2026 3 likes Canadian immigration officers investigating hundreds …
HONEY GET THE CANADIAN RAID SPRAY!!! THE ONES WHO EAT WITH THEIR HANDS ARE INVADING!!
HONEY GET THE CANADIAN RAID SPRAY!!! THE ONES WHO EAT WITH THEIR HANDS ARE INVADING!!
Identity Attack0.10221587
Insult0.0806213
Profanity0.019895468
Threat0.015602129
Severe Toxicity0.0076293945
Low Tox 0.20839658 Low Con 0.225 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Very good apeed it up get out
Very good apeed it up get out
Identity Attack0.006696612
Insult0.047349896
Profanity0.08355101
Threat0.094697006
Severe Toxicity0.010986328
Low Tox 0.20705862 Moderate Con 0.354 Call_To_Action
Dec 25, 2025 Deportations From Canada at Their …
Anyone coming here to having a baby or 90 day, find someone and get married for a small fee.
Anyone coming here to having a baby or 90 day, find someone and get married for a small fee.
Identity Attack0.04822223
Insult0.06023245
Profanity0.04141149
Threat0.02440793
Severe Toxicity0.007133484
Low Tox 0.20705862 Moderate Con 0.377 Advertisement_Spam
Jan 6, 2026 1 likes Deportations From Canada at Their …
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? …
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? Or wont we just be a place just like the places they are trying to leave?? Also a payment to set up your house??? LOL. I knew a single Mom who left an abusive relationship.. ( born in Canada) and you know what the government in BC gave her to help her set up her house?!! A used bed!!!Thats all,, oh and a crisis grant for $40! If she needed more than the 1000$ pre month! This is a complete joke! We need to look after Canadians first, or we wont have healthcare and become a 3rd world country too!!
Identity Attack0.06340405
Insult0.097093195
Profanity0.043165036
Threat0.00899713
Severe Toxicity0.0073623657
Low Tox 0.20705862 Constructive 0.657
Feb 9, 2019 How much do refugees and …
Despite this guy’s racism he got welcomed everywhere & got food, sweet & gifts. Now imagine if he go to where European colonisers lives. He wouldn’t able to even save his camera. Actually he went …
Despite this guy’s racism he got welcomed everywhere & got food, sweet & gifts. Now imagine if he go to where European colonisers lives. He wouldn’t able to even save his camera. Actually he went to European areas you have to see those Europeans. Half of them are ranging on roads under alcohol & drug intoxication. They doesn’t seems they took bath in their lives or get raised in normal family. Just look how they treated this same guy. Their area and how and what they talk with him.
Identity Attack0.15945168
Insult0.083112895
Profanity0.020100424
Threat0.007948523
Severe Toxicity0.005645752
Low Tox 0.20705862 Moderate Con 0.387
Sep 20, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this …
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this to many Canadians, but they go with the left. This will implode Canada from within. Even the legal system is being wrecked, you can't touch some immigrants, up to how many minority labels they can slap to themselves. I'll put the message here: study South America History and GET RID OF THE LEFT WHILE YOU CAN. The socialist elite doesn't care, they will live at the top, rich, untouchable, as long as the masses are paying the taxes. It doesn't matter if the country is in disarray. Immigration must have one golden rule: if you want to live like in your home country, you are not welcome and I'll be deported.
Identity Attack0.11047905
Insult0.08533409
Profanity0.028503597
Threat0.026307223
Severe Toxicity0.0076675415
Low Tox 0.20705862 Constructive 0.637
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
its the same over in the UK they have all this info and yet it just keep happening. its funny how easy it is to get hold of these trafficker's
its the same over in the UK they have all this info and yet it just keep happening. its funny how easy it is to get hold of these trafficker's
Identity Attack0.06158508
Insult0.12159709
Profanity0.051431753
Threat0.010395273
Severe Toxicity0.0046920776
Low Tox 0.20572066 Moderate Con 0.365 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
I get a lot of mail for my job. Over the past year, all of the delivery guys in my area (Nova Scotia) have slowly been swapped for Indian men. I try to interact with …
I get a lot of mail for my job. Over the past year, all of the delivery guys in my area (Nova Scotia) have slowly been swapped for Indian men. I try to interact with them on friendly terms as I did with all of the folks that used to deliver my packages. They generally completely disregard me, don't look at me, don't smile, act completely aloof and cold, throw the package on my deck, sit in their truck on their phone for 10-15 minutes, and then rip out (generally driving over my grass) and speed down the road texting all the while. It is a drastic, drastic change we are being forced to swallow. I'm sure CBC would call me alt-right just for daring to ponder that fact, but it is the reality of the situation. Gas on the flames of a housing/ inflation crisis. It is absolute unchecked insanity.
Identity Attack0.18313584
Insult0.082866095
Profanity0.12727508
Threat0.03373172
Severe Toxicity0.011367798
Low Tox 0.2043827 Constructive 0.687
Nov 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
People in Canada are currently complaining about Indians coming and bringing their culture without assimilating? Colonisation and the complete destruction and disregard for Indigenous culture?? Hello? Now it’s the settler’s turn to get invaded, and …
People in Canada are currently complaining about Indians coming and bringing their culture without assimilating? Colonisation and the complete destruction and disregard for Indigenous culture?? Hello? Now it’s the settler’s turn to get invaded, and they’re mad about it. What makes European settler culture the right one? Why not Indigenous culture? Why not Indian culture? What gives Europeans the right to have their culture remain in the Americas?
Identity Attack0.23998553
Insult0.0623257
Profanity0.01620627
Threat0.008582866
Severe Toxicity0.005302429
Low Tox 0.2043827 Moderate Con 0.428 Moral_Argument
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
Michelle Rempel-Garner is a taxpayer funded politician that doesn't even live in her riding nor does she live in Canada, read about her in different forums and subreddits you will know how good of a …
Michelle Rempel-Garner is a taxpayer funded politician that doesn't even live in her riding nor does she live in Canada, read about her in different forums and subreddits you will know how good of a politician she is. What she is doing here is trying to win votes by creating hate and divide and unfortunately people are blinded by hate to see it. She is not even letting the person answer before firing her next question, just getting half story and letting people speak to a point where she can use that to further push her parties ideology.
Identity Attack0.021585498
Insult0.16337912
Profanity0.047173142
Threat0.008077981
Severe Toxicity0.004501343
Low Tox 0.2043827 Constructive 0.645
Oct 1, 2025 IRCC Names India in Study …
So did you get smuggled in? Odd ending to this one
So did you get smuggled in? Odd ending to this one
Identity Attack0.0065486208
Insult0.06494803
Profanity0.055940874
Threat0.04233929
Severe Toxicity0.0066375732
Low Tox 0.2043827 Moderate Con 0.33 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Good now get em all out!!!
Good now get em all out!!!
Identity Attack0.00880549
Insult0.042665333
Profanity0.023789622
Threat0.146441
Severe Toxicity0.0074768066
Low Tox 0.2043827 Moderate Con 0.306 Call_To_Action
Jan 18, 2026 2.9 million Canadian temporary visas …
I talked to a family of immigrants a few years ago and they were terribly upset with the open door policy that Canada had adopted. They said the reason they left their home was to …
I talked to a family of immigrants a few years ago and they were terribly upset with the open door policy that Canada had adopted. They said the reason they left their home was to get away from the bad people that Canada was now welcoming. They said these people will poison Canada. Well, years later they seemed to be spot on with their assessment.
Identity Attack0.11396073
Insult0.08582769
Profanity0.020578653
Threat0.01187109
Severe Toxicity0.004711151
Low Tox 0.20335422 Constructive 0.687 Personal_Narrative
Feb 19, 2026 Canadian immigration officers investigating hundreds …
I wish I could comment on this but I like my passport and I hear prison food is bad. But those of you who are smart enough get.
I wish I could comment on this but I like my passport and I hear prison food is bad. But those of you who are smart enough get.
Identity Attack0.006178642
Insult0.107333586
Profanity0.02344803
Threat0.010576514
Severe Toxicity0.0029945374
Low Tox 0.20335422 Moderate Con 0.459
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Shouldn't get health benefits ...absolutely not ...I can't even get dental care ...to rich ...Mexico, here I come 😅
Shouldn't get health benefits ...absolutely not ...I can't even get dental care ...to rich ...Mexico, here I come 😅
Identity Attack0.17226285
Insult0.046178754
Profanity0.027137227
Threat0.008272167
Severe Toxicity0.0060653687
Low Tox 0.20312156 Moderate Con 0.411 Policy_Critique
Nov 21, 2025 Thousands of refugees allowed into …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a call back or an interview. Also that lady who didn't want to be interviewed and the guy on the bike were based. Our Goverment has been pumping them into the country for 10 years without requiring them to speak English or french. Lastly before anyone attacks the man on the bike, check science...
Identity Attack0.16373143
Insult0.07967083
Profanity0.018392462
Threat0.009385503
Severe Toxicity0.0048446655
Low Tox 0.2028889 Constructive 0.68 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s like you wanna get smaked!
It’s like you wanna get smaked!
Identity Attack0.007029593
Insult0.043250903
Profanity0.080318145
Threat0.08396416
Severe Toxicity0.00919342
Low Tox 0.2028889 Low Con 0.217 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Get them out!
Get them out!
Identity Attack0.008768492
Insult0.057890166
Profanity0.028913507
Threat0.10696311
Severe Toxicity0.005569458
Low Tox 0.2028889 Moderate Con 0.32 Call_To_Action
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …

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.