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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 do they say we …" 1,368 comments · Page 10 of 55
The muslim invader, saying islam will take over Canada, is exactly why we need a mass deportation.
The muslim invader, saying islam will take over Canada, is exactly why we need a mass deportation.
Identity Attack0.6007182
Insult0.35161978
Profanity0.10425757
Threat0.13211988
Severe Toxicity0.02439716
Moderate 0.51980776 Low Con 0.189 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
That is why Indians should be deported. They always say their country is the greatest, so sent them back to their great country.
That is why Indians should be deported. They always say their country is the greatest, so sent them back to their great country.
Identity Attack0.5948528
Insult0.34203702
Profanity0.1765991
Threat0.114629425
Severe Toxicity0.13599765
Moderate 0.51980776 Low Con 0.175 Identity Attack Identity_Assertion
Sep 30, 2025 IRCC Names India in Study …
Ill say what i want when i want government can blow me all fools
Ill say what i want when i want government can blow me all fools
Identity Attack0.047448806
Insult0.5177041
Profanity0.3283819
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.51980776 Low Con 0.251 Insult Meta_Commentary
Sep 10, 2025 Why Canadians Are Turning Against …
LIES ! Lies Lies ! As Neil deGrasse Tyson would say it ! Pretending to be decent people…….THAT “”white/Cream ”” woman ! In the 51 years I have lived in Ontario as a Canadian Citizen……Canada …
LIES ! Lies Lies ! As Neil deGrasse Tyson would say it ! Pretending to be decent people…….THAT “”white/Cream ”” woman ! In the 51 years I have lived in Ontario as a Canadian Citizen……Canada have always been a Racist Country Starting with The Indigenous people Of Canada !!! Remember Mike Harris the Butcher !!!
Identity Attack0.50588524
Insult0.48675314
Profanity0.042413518
Threat0.008285114
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.364 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
bike patrol literaly said "I'm as racist as the next guy". Never thought I'd here someone deadass say that unironically serious on the mfkn internet.
bike patrol literaly said "I'm as racist as the next guy". Never thought I'd here someone deadass say that unironically serious on the mfkn internet.
Identity Attack0.2781757
Insult0.49151286
Profanity0.4662011
Threat0.028206514
Severe Toxicity0.067522444
Moderate 0.51980776 Moderate Con 0.406 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
4:51 it says it all right here! At least it's not the Muslims and Africans. 😆
4:51 it says it all right here! At least it's not the Muslims and Africans. 😆
Identity Attack0.6007182
Insult0.30326313
Profanity0.17334256
Threat0.019746035
Severe Toxicity0.04666401
Moderate 0.51869136 Low Con 0.207 Identity Attack Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I think blaming a race for this is just stupid. You cant blame a whole race for your rent increasing. Like thats just a side product of economic growth which creates more demand in a …
I think blaming a race for this is just stupid. You cant blame a whole race for your rent increasing. Like thats just a side product of economic growth which creates more demand in a region. Economic growth is good, and if you dont like that, move to a rural city that has no opportunities. A lot seen her is racism, and them saying its not racism dosn't mean anything.
Identity Attack0.32768643
Insult0.5362655
Profanity0.33453682
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.51869136 Constructive 0.645 Insult Moral_Argument
Mar 3, 2026 2 likes Inside Canada's Indian Invasion...
Indian people taking over and building up and bringing up the economy! Okay! It is making us Canadians say, “too much!” At least you heard the last 4 minutes! But, Whites, Blacc’s and whoever else …
Indian people taking over and building up and bringing up the economy! Okay! It is making us Canadians say, “too much!” At least you heard the last 4 minutes! But, Whites, Blacc’s and whoever else still left behind competing in an old world and fighting and being indifferent about race still! Yeah Fucc y’all! The Indian people see Brown and sticc to a motive while everyone else fighting! Canadian’s and American’s will doom themselves!
Identity Attack0.5135796
Insult0.46327567
Profanity0.4113413
Threat0.055270568
Severe Toxicity0.16960317
Moderate 0.51869136 Moderate Con 0.348 Identity Attack
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Lmao when do sikhs stab anyone? like buddy, im not even a fan of all the sikhs moving in here but cmon. Also greatest country in the world? imagine saying that in jan 2026. weird …
Lmao when do sikhs stab anyone? like buddy, im not even a fan of all the sikhs moving in here but cmon. Also greatest country in the world? imagine saying that in jan 2026. weird little dipsh
Identity Attack0.46028158
Insult0.40243408
Profanity0.31043148
Threat0.5195707
Severe Toxicity0.20067264
Moderate 0.51869136 Moderate Con 0.308 Threat Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
lol european immigrants turned canada to north american europe and now their hypocrisy. The same narrative as always, they come here and steal our jobs, then at the same time they say they do not …
lol european immigrants turned canada to north american europe and now their hypocrisy. The same narrative as always, they come here and steal our jobs, then at the same time they say they do not work. What a braindead talk. White people are the minority? There are 1000 cities with vast majority of white people...one area it is not the case and they say "Oh no, canada is not white anymore". Always the same strategies LOL...Sidenote: Canada was originally exactly NOT white as european immigrants stole it. Period. Canada was built by immigrants and with colonial money from india.
Identity Attack0.55044734
Insult0.4986907
Profanity0.11725569
Threat0.011120236
Severe Toxicity0.023880709
Moderate 0.51869136 Moderate Con 0.389 Identity Attack Identity_Assertion
Dec 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We would only be lucky if all our immigrants came from India because in my 30 plus years of interactions with them I'd say bring more of them and stop bringing in Islamic terrorists Pakistani …
We would only be lucky if all our immigrants came from India because in my 30 plus years of interactions with them I'd say bring more of them and stop bringing in Islamic terrorists Pakistani at that, you never hear of a suicide bomber from India blowing himself up on our buses subways schools etc as Muslims do yes we had a air India bombing from infighting but that's so rare because their religion doesn't teach them to convert or kill like piss lam does and that thing Muslims do because their Quran teaches them its okay you know sexually enslaving our infidels girls, another good point is they will fight side by side with us once the Muslims start following their qurans and wage jihad on our asses
Identity Attack0.56445944
Insult0.47357693
Profanity0.36230123
Threat0.3733964
Severe Toxicity0.27908814
Moderate 0.51869136 Constructive 0.607 Identity Attack Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
FIRST OF ALL WHO SAYS USA IS THE GGREATEST COUNTRY IN THE WORLD?. ITS ONE OF THE WORST COUNTRY TO LIVE IN. EVEN UR APPROACH TO MAKE THIS VIDEO IS ONLY TO GET VIRAL.
FIRST OF ALL WHO SAYS USA IS THE GGREATEST COUNTRY IN THE WORLD?. ITS ONE OF THE WORST COUNTRY TO LIVE IN. EVEN UR APPROACH TO MAKE THIS VIDEO IS ONLY TO GET VIRAL.
Identity Attack0.37012735
Insult0.3470427
Profanity0.21348765
Threat0.02682521
Severe Toxicity0.04397394
Moderate 0.5140397 Low Con 0.233 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I met an Arab man who was saying, “Why are Indians so dirty?” I told him, “I don’t know.” He said, “I went to Thailand for sightseeing, and there were Indians everywhere. They smelled so …
I met an Arab man who was saying, “Why are Indians so dirty?” I told him, “I don’t know.” He said, “I went to Thailand for sightseeing, and there were Indians everywhere. They smelled so bad. I even saw five men with one woman and was shocked. I will never go back there again.”
Identity Attack0.58743036
Insult0.47384647
Profanity0.32120174
Threat0.042662576
Severe Toxicity0.07805709
Moderate 0.5140397 Constructive 0.553 Identity Attack Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
This poor guy with bicycle in winter at min 8:22 says hate Africa pple, I thought he is only economically poor he can’t afford to be mentally poor too, Unfortunately he is😢😢…. That’s why other …
This poor guy with bicycle in winter at min 8:22 says hate Africa pple, I thought he is only economically poor he can’t afford to be mentally poor too, Unfortunately he is😢😢…. That’s why other white pple left him behind in he can’t go anywhere with such mentality.
Identity Attack0.48915586
Insult0.40975618
Profanity0.19278693
Threat0.018537397
Severe Toxicity0.024819711
Moderate 0.5140397 Constructive 0.519 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
The nicest things I can say about Indians is that at least they're not jews
The nicest things I can say about Indians is that at least they're not jews
Identity Attack0.6220118
Insult0.27763805
Profanity0.21781154
Threat0.013476364
Severe Toxicity0.0912254
Moderate 0.5140397 Moderate Con 0.332 Identity Attack Unverified_Claim
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
Modis BJP killed millions of Muslims in Gujarat. To say Hindu respect all religions is BS 😂. Some due but majority of Hindus are racist. Believe in the Cast system
Modis BJP killed millions of Muslims in Gujarat. To say Hindu respect all religions is BS 😂. Some due but majority of Hindus are racist. Believe in the Cast system
Identity Attack0.55044734
Insult0.5130944
Profanity0.3320008
Threat0.42133212
Severe Toxicity0.34977677
Moderate 0.5140397 Moderate Con 0.314 Identity Attack Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
WHAT A SHAME,BECAUSE OF THEIR FRAUD,HOW MANY CANADIAN FAMILIES,STUDENTS,YOUTHS,ADULTS LOST THEIR JOB,LOST THEIR HOMES. MS.ZAFAR IS LYING LYING,LYING,HOW CAN A LARGE NUMBER OF INDIAN STUDENTS CAN DISAPPEAR,THEY THINK,BY SAYING" DISAPPEARED, THE STUDENTS AND THEIR STATUS …
WHAT A SHAME,BECAUSE OF THEIR FRAUD,HOW MANY CANADIAN FAMILIES,STUDENTS,YOUTHS,ADULTS LOST THEIR JOB,LOST THEIR HOMES. MS.ZAFAR IS LYING LYING,LYING,HOW CAN A LARGE NUMBER OF INDIAN STUDENTS CAN DISAPPEAR,THEY THINK,BY SAYING" DISAPPEARED, THE STUDENTS AND THEIR STATUS WILL BE PORTECTED. 100% THEY MADE LOTS OF MONEY FROM THESE STUDENTS AND LET THEM DISAPPEAR. SHAME THEY SHOULD BE REMOVED FROM IRCC. THEY ARE INCOMPETENT AND GENETICALLY FRAUD. REMOVE,REMOVE,THEY BELONG IN THE PRISON,IF THEY ARE NOT HONEST AND DONT TRY TO TRACK THOSE DISAPPEARED STUDENT. THEY SHOULD BE SENT TO PRISON.THEY KNEW IT,THEY HAVE THEIR PHONE AND THEIR ADDRESS. WHAT A SHAME. WE CANADIANS DONT WANT FRAUD,CROOKED PEOPLE WORKING IN IRCC. SHAME,DISGUSTING,WHAT AN EMBARRASSMENT.
Identity Attack0.27991617
Insult0.54471385
Profanity0.10425757
Threat0.18597278
Severe Toxicity0.043077253
Moderate 0.5140397 Moderate Con 0.373 Insult
Oct 10, 2025 1 likes IRCC Names India in Study …
First of all khalistanis are not indians they are terrorist who want to cut india so stop saying them india and most of them were criminals in india .
First of all khalistanis are not indians they are terrorist who want to cut india so stop saying them india and most of them were criminals in india .
Identity Attack0.5135796
Insult0.4596616
Profanity0.2395431
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.5140397 Low Con 0.201 Identity Attack Identity_Assertion
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Now think about how these Indians can even afford to buy these massive churches and temples. They make an average of like 2000 usd A YEAR IN INDIA. Even my small town in Ontario has …
Now think about how these Indians can even afford to buy these massive churches and temples. They make an average of like 2000 usd A YEAR IN INDIA. Even my small town in Ontario has multiple churches taken over by Indians. Hard to explain the anger when an old picture of your Grandfather you never met gets taken down and the church taken over in exhange for some Hindu bullshit. Also the sikh temple guy saying everything is the same - their culture is unbelievably different than any western culture. We are unfortunately just not the same and don't have the same values. Takes a lot for us Canadians to get this fed up with a foreigner. We have always been the most multicultural.
Identity Attack0.5135796
Insult0.4810288
Profanity0.44752163
Threat0.032005094
Severe Toxicity0.15706694
Moderate 0.5140397 Constructive 0.735 Identity Attack Identity_Assertion
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I am saying this as an Indian, this is truly disgusting! This is not immigration, this is an invasion of another country.
I am saying this as an Indian, this is truly disgusting! This is not immigration, this is an invasion of another country.
Identity Attack0.5039629
Insult0.4378843
Profanity0.22622968
Threat0.011172019
Severe Toxicity0.02444411
Moderate 0.509388 Moderate Con 0.469 Identity Attack
Sep 19, 2025 29 likes Inside Canada's Indian Metropolis (Brampton)
5:04 I’m as racist as the next guy he says
5:04 I’m as racist as the next guy he says
Identity Attack0.40255263
Insult0.26957804
Profanity0.2188925
Threat0.04201601
Severe Toxicity0.02458496
Moderate 0.50789946 Moderate Con 0.33 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
guy on the bike say that "indians are generally a dirty people" just as easy as ordering a big mac. he got nuttin to hide. exercising his freedom of speech like a champ. lol
guy on the bike say that "indians are generally a dirty people" just as easy as ordering a big mac. he got nuttin to hide. exercising his freedom of speech like a champ. lol
Identity Attack0.5135796
Insult0.5130944
Profanity0.2366394
Threat0.01052473
Severe Toxicity0.023645958
Moderate 0.50789946 Moderate Con 0.379 Identity Attack Insult Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Doug ford needs to stfu… he is the biggest liberal brown noser out there and he has the audacity to say “something’s broken”?!?
Doug ford needs to stfu… he is the biggest liberal brown noser out there and he has the audacity to say “something’s broken”?!?
Identity Attack0.28034934
Insult0.53014356
Profanity0.30866358
Threat0.014393489
Severe Toxicity0.023974609
Moderate 0.50789946 Low Con 0.23 Insult
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
As a Canadian, I don’t know why Canadians are so scared to say it but we’re sick of this sh!t! Peoples relatives are dying cause the healthcare system is flooded. Housing market is rising every …
As a Canadian, I don’t know why Canadians are so scared to say it but we’re sick of this sh!t! Peoples relatives are dying cause the healthcare system is flooded. Housing market is rising every year And to top it all off they don’t respect our countries policies and traditions, why should we respect there’s?
Identity Attack0.1714862
Insult0.40975618
Profanity0.5013569
Threat0.012803185
Severe Toxicity0.02373986
Moderate 0.50789946 Constructive 0.549 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a …
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a day in Niagara Falls family day and everything is closed. Did you not check it? This video. You make it sound like everybody who is the greatest of Indian move to Franklin people from my neighbourhood they do talk to us saying hello. Help me when I’m at Walmart. Is the person that moving to send if you’re racist country. You’ll talk to Canadians who represent you more than they represent us and your post. What they say must be interesting in your bizarre echo chamber.
Identity Attack0.29035977
Insult0.42567953
Profanity0.46460027
Threat0.01940071
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.56 Meta_Commentary
Oct 16, 2025 Inside Canada's Indian Metropolis (Brampton)

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.