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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 #}

Comment Explorer

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

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Active: "This has to stop!!! I …" 863 comments · Page 11 of 35
STOP ALL VISAS FROM INDIA EFFECTIVE IMMIDIETELY!! I dont want to live in India: a fellow Canadian!
STOP ALL VISAS FROM INDIA EFFECTIVE IMMIDIETELY!! I dont want to live in India: a fellow Canadian!
Identity Attack0.5135796
Insult0.16124763
Profanity0.026863953
Threat0.025789235
Severe Toxicity0.023076924
Moderate 0.41690505 Moderate Con 0.39 Identity Attack Call_To_Action
Oct 9, 2025 IRCC Names India in Study …
as a canadian when i was a kid the only indian i ever seen was a guy named apu you know from the simpsons now they are everywhere....make it stop please we dont want indians …
as a canadian when i was a kid the only indian i ever seen was a guy named apu you know from the simpsons now they are everywhere....make it stop please we dont want indians here not being rasict just dont want my culture and country to be tunred into india 2.0.
Identity Attack0.5051609
Insult0.27558193
Profanity0.06495911
Threat0.010809537
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.576 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Im an Indian and im telling you, dont let outsiders ruin your country. Stop or control immmegation, and stop all white woman from damaging your conuntry any further. Indians are still safer than muslims but …
Im an Indian and im telling you, dont let outsiders ruin your country. Stop or control immmegation, and stop all white woman from damaging your conuntry any further. Indians are still safer than muslims but nobody would like to see thier own culture crash down like this.
Identity Attack0.5051593
Insult0.24928534
Profanity0.12551236
Threat0.06755528
Severe Toxicity0.023076924
Moderate 0.41168427 Moderate Con 0.469 Identity Attack
Oct 12, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
All of these immigrants should stop fleeing their country and revolt like Black Americans did so they can be in the United States. Black Americans built this country and all these people would not be …
All of these immigrants should stop fleeing their country and revolt like Black Americans did so they can be in the United States. Black Americans built this country and all these people would not be here if it wasn't for our civil rights movement✊🏽 we built the country and everybody thrives off the fruits of our labor😏
Identity Attack0.50515443
Insult0.24928534
Profanity0.08613731
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.41168427 Constructive 0.576 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Good luck but you are bit late…..There is a big difference between Sikh and Khalistani ….Khalistanis are extrimist groups they live along with good Sikhs…. They both wear Turban…this khalistanis thwy Come to canada they …
Good luck but you are bit late…..There is a big difference between Sikh and Khalistani ….Khalistanis are extrimist groups they live along with good Sikhs…. They both wear Turban…this khalistanis thwy Come to canada they fake asylum seekers…recently khalistanis in Canada has attacked Hindu communities in canada and police has done nothing to stop protect them ….they have attacked Hindu Temples and police were just watching them…they also burned down Indian consulate in San Francisco two years back they constantly threatened Indian embassy Indian consulate ambassador….if you think they have just attacked Indian or Hindus they don’t attacked Canadian…but you might be living in delusion they can turn around on actual Canadian also if you think you are red neck they are 10 time more red neck than you …so you are late they are all over places in your Government , they have formed political parties too they are in yoyr country airport security,Government offices,Border security all over so Good luck…There are millions and millions good Sikhs In India who Loves India and serve India too with pride,…just search for Gurupatwant singh pannun he runs khalistanis extrimist movement from your country Canada and also from America
Identity Attack0.48915586
Insult0.37960073
Profanity0.085167445
Threat0.13815513
Severe Toxicity0.02373986
Moderate 0.41168427 Constructive 0.634
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their …
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their neighborhood clean and work only on clash, then it’s the system’s fault and pole hole that is letting them exploit it, fix the system. And why the heck the Gov letting immigrants in if it’s doing no good to the country. Simply because left a gov that will put a stop to immigration.
Identity Attack0.40158966
Insult0.35161978
Profanity0.3351773
Threat0.029587816
Severe Toxicity0.023317307
Moderate 0.40614098 Constructive 0.517
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I know it's really hard but people have to stop feeling apologetic start standing up or you're just going to lose everything and you only reason why immigrants especially Muslims when they screw their own …
I know it's really hard but people have to stop feeling apologetic start standing up or you're just going to lose everything and you only reason why immigrants especially Muslims when they screw their own family members that's why they keep on having kids everybody is getting fed up even here in the USA with all these Muslims and other immigrants need to start clearing out the government I'm picking people who are for us
Identity Attack0.46028158
Insult0.3416952
Profanity0.30690086
Threat0.039602257
Severe Toxicity0.02439716
Moderate 0.40614098 Constructive 0.577 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Imo this isn't colonization or an invasion, no one's getting r*ped killed or forcefully moved from their homes. They are weak and choose to move away from the Indians. Also many Indians will adapt a …
Imo this isn't colonization or an invasion, no one's getting r*ped killed or forcefully moved from their homes. They are weak and choose to move away from the Indians. Also many Indians will adapt a more western lifestyle overtime due to assimilation so cleanliness won't be a big concern overtime. In history migrations like this happen and have happened so many times and sometimes the demographic of a country is permanently changed, it always happens. Stop complaining about it, nothing lasts forever.
Identity Attack0.38699543
Insult0.34314156
Profanity0.4185329
Threat0.13127698
Severe Toxicity0.0394905
Moderate 0.40336934 Constructive 0.568 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
And Indians have the highest average salary out of every ethnicity in your "greatest country on Earth"?, stop spreading hate and racism on the internet homie, you keep stooping lower with every upload, holy clout …
And Indians have the highest average salary out of every ethnicity in your "greatest country on Earth"?, stop spreading hate and racism on the internet homie, you keep stooping lower with every upload, holy clout chasing cornball.
Identity Attack0.37082586
Insult0.36798462
Profanity0.07223598
Threat0.0104988385
Severe Toxicity0.01935331
Moderate 0.4014846 Low Con 0.25 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
As an immigrant to canada , stop all forms of immigration this country is becoming a hell hole to live in. Enough is enough
As an immigrant to canada , stop all forms of immigration this country is becoming a hell hole to live in. Enough is enough
Identity Attack0.34324843
Insult0.34135336
Profanity0.27139977
Threat0.013217449
Severe Toxicity0.021806452
Moderate 0.4014846 Moderate Con 0.398
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
No surprise. We need to stop bringing in so many Indians, well we’re at it, send back the hundreds of thousands brought in already over the past 5 years
No surprise. We need to stop bringing in so many Indians, well we’re at it, send back the hundreds of thousands brought in already over the past 5 years
Identity Attack0.48915586
Insult0.24493282
Profanity0.079025
Threat0.06238277
Severe Toxicity0.023552058
Moderate 0.4014846 Low Con 0.214 Identity_Assertion
Oct 1, 2025 IRCC Names India in Study …
sick of them stop the mass immigration sooner see a farm
sick of them stop the mass immigration sooner see a farm
Identity Attack0.28622448
Insult0.36798462
Profanity0.094542764
Threat0.036149003
Severe Toxicity0.019740647
Moderate 0.4013387 Low Con 0.254 Fear_Threat
Feb 10, 2026 Inside Canada's Indian Invasion...
Need to stop them from erecting large elephant statues everywhere.
Need to stop them from erecting large elephant statues everywhere.
Identity Attack0.019676208
Insult0.16802633
Profanity0.28593817
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.40060925 Low Con 0.147
Nov 23, 2025 Quebec Ends Economic Immigration Program …
You people can stop migrating to bali and thailand if you hate Hindu Culture.
You people can stop migrating to bali and thailand if you hate Hindu Culture.
Identity Attack0.4911651
Insult0.17610447
Profanity0.10363861
Threat0.011068452
Severe Toxicity0.018384963
Moderate 0.39987978 Low Con 0.251 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Why canada people go out Stop India trade 4b$ Ban Islam
Why canada people go out Stop India trade 4b$ Ban Islam
Identity Attack0.47178617
Insult0.18107465
Profanity0.044668075
Threat0.012026439
Severe Toxicity0.02296847
Moderate 0.39842087 Low Con 0.185 Call_To_Action
Nov 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport them all and stop immigration NOW !
Deport them all and stop immigration NOW !
Identity Attack0.39773783
Insult0.14512913
Profanity0.034397304
Threat0.16699752
Severe Toxicity0.023076924
Moderate 0.3974717 Low Con 0.199
Dec 25, 2025 1 likes Deportations From Canada at Their …
STOP VOTING LIBERAL! THEY ARE DELIBERATELY DESTROYING ALL OF US, IMMIGRANTS INCLUDED! This video is spot on, thank you for your efforts! This liberal government needs to be held accountable to the highest extent. The …
STOP VOTING LIBERAL! THEY ARE DELIBERATELY DESTROYING ALL OF US, IMMIGRANTS INCLUDED! This video is spot on, thank you for your efforts! This liberal government needs to be held accountable to the highest extent. The punishment should be life, they have ruined so many lives that theirs should be ruined also!
Identity Attack0.29035977
Insult0.2679134
Profanity0.035900343
Threat0.2836219
Severe Toxicity0.020257099
Moderate 0.3974717 Constructive 0.555 Call_To_Action
Aug 27, 2025 Why Canadians Are Turning Against …
STOP ASKING WHY CANADIANS ARE LETTING THEIR COUNTRY BE DESTROYED!! “ WE “ did NOT do this. It’s the GOVERMENT and their GREED! “ WE “ had no choice. But if this doesn’t change by …
STOP ASKING WHY CANADIANS ARE LETTING THEIR COUNTRY BE DESTROYED!! “ WE “ did NOT do this. It’s the GOVERMENT and their GREED! “ WE “ had no choice. But if this doesn’t change by the goverment’s hands, I know that it eventually will change by the Canadian people’s hands. My advice…. prepare urself, arm urself to the fullest, and get ready!! We did not create this BS but we can damn sure fix it. “ We” created and built Canada once …. “WE” can do it again!!! “WE” will stop the MADNESS!!!
Identity Attack0.23846684
Insult0.344702
Profanity0.27477357
Threat0.11309616
Severe Toxicity0.023076924
Moderate 0.3974717 Moderate Con 0.448
Sep 10, 2025 Why Canadians Are Turning Against …
Image of punjabi in canada is worst now stop going there better remigrate to our own country
Image of punjabi in canada is worst now stop going there better remigrate to our own country
Identity Attack0.39677486
Insult0.30797598
Profanity0.064458095
Threat0.012337137
Severe Toxicity0.019482423
Moderate 0.3974717 Low Con 0.27 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
I was at the Post office, Tim Hortons, Bus stop, either 5 Indians playing on their phones with more than 20 people in line, or they just open the back door and let everybody ride …
I was at the Post office, Tim Hortons, Bus stop, either 5 Indians playing on their phones with more than 20 people in line, or they just open the back door and let everybody ride the bus for free. These people are Comunist without authority, which is another way of saying shthole, it wouldn't be so bad if there wasn't welfare program in Canada, but there is. It is a bottomless pit of social benefits ALMOST as bad as free healthcare for 10 million people with Diabetes.
Identity Attack0.29951343
Insult0.40243408
Profanity0.33317488
Threat0.009204263
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.472 Fear_Threat
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As an immigrant in Canada 🇨🇦, this country has been good to me, my kids were born on this land. Had I been raised in my birth country. I could not have brought any kids …
As an immigrant in Canada 🇨🇦, this country has been good to me, my kids were born on this land. Had I been raised in my birth country. I could not have brought any kids in this life. THANK YOU Canada. Now, it is appalling to see a whole bunch of immigrants using Cdns soft side to play with the system. They are all refugees. C’mon just on my freaking street every other building is rented by 2-3 immigrants. Which means no flat is left for people whom lwere either burned in Canada or legally immigrated here This massive immigration must stop.
Identity Attack0.36702603
Insult0.36021477
Profanity0.39207047
Threat0.01254427
Severe Toxicity0.023176458
Moderate 0.3972142 Constructive 0.686 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
One word deport. Stop the free money, close the borders, and kick out the criminals they have let in.
One word deport. Stop the free money, close the borders, and kick out the criminals they have let in.
Identity Attack0.2803029
Insult0.24928534
Profanity0.046171114
Threat0.44531298
Severe Toxicity0.023076924
Moderate 0.39669925 Low Con 0.105 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Only in 1985, one generation ago , populaion of India was 700 million, half of what there is today. They breed like rabbits. This has to stop!
Only in 1985, one generation ago , populaion of India was 700 million, half of what there is today. They breed like rabbits. This has to stop!
Identity Attack0.38223284
Insult0.40243408
Profanity0.12639372
Threat0.013424582
Severe Toxicity0.023076924
Moderate 0.39669925 Low Con 0.289
Nov 21, 2025 Why Canadians Are Turning Against …
´´I worked... These people don´t work. They work for cash...´´ Literally contradicted himself in the same sentence. Buddy just say you are racist at this point, and stop embarrassing yourself. 😂
´´I worked... These people don´t work. They work for cash...´´ Literally contradicted himself in the same sentence. Buddy just say you are racist at this point, and stop embarrassing yourself. 😂
Identity Attack0.08004672
Insult0.40243408
Profanity0.07708528
Threat0.008298059
Severe Toxicity0.010604858
Moderate 0.39644176 Low Con 0.2 Humor_Satire
Oct 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a catholic I can’t pray silently without any display and still I can be arrested, yet these immigrants can stop traffic praying and that’s NOT OK. GET THE FFFF OUT.
As a catholic I can’t pray silently without any display and still I can be arrested, yet these immigrants can stop traffic praying and that’s NOT OK. GET THE FFFF OUT.
Identity Attack0.40351558
Insult0.28586254
Profanity0.13432594
Threat0.02924249
Severe Toxicity0.021806452
Moderate 0.39441586 Moderate Con 0.465 Identity_Assertion
Aug 25, 2025 445 likes 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.