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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: "So don’t migrate. It should …" 243 comments · Page 2 of 10
3:59 I would want to know who paid for those statues. I bet it was the city from your money guys. Just a guess. Also I dont think that Indians are bad people, that we …
3:59 I would want to know who paid for those statues. I bet it was the city from your money guys. Just a guess. Also I dont think that Indians are bad people, that we cant live with each other I respect them. What I dont respect is mass African migration like un EU, that is crazy stuff. I would rather live in a acity with 100000 Indians than 10000 Africans because they are a fk ticking bomb, you never know if they stab someone or rap*. Indians are working, Africans cant do anything other than crimes IDK how some people still dont see this, just look at any country that took them, its same everywhere. I live in Czech Republic and we have like 10% of Vietnamese people and you dont even know they are here, all of them work, they are very polite and fit into our society very well...
Identity Attack0.5498214
Insult0.46173862
Profanity0.43669638
Threat0.3203622
Severe Toxicity0.23224458
Moderate 0.53579444 Constructive 0.713 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The Truth is: "PEOPLE ARE HYPOCRITE". People have double standards. People live in cognitive dissonance. "I came from Portugal or Poland but I don't like the new immigrants" isn't this funny. Canada has a short …
The Truth is: "PEOPLE ARE HYPOCRITE". People have double standards. People live in cognitive dissonance. "I came from Portugal or Poland but I don't like the new immigrants" isn't this funny. Canada has a short history, it was founded a couple of centuries ago, in that sense, every Canadian was an immigrant at some point. For them, the white people, the problem is not immigration, but the brown people. "We hindus don't say Christianity or islam is bad" liar......here in india majority of hindus hate muslims to their core, hindus don't like sikhs, they dont like Christians, hindus don't even like fellow hindus, that are so-called lower caste. And here in punjab some portion of punjabis are furious about the migration of workers, labourers that come from UP & Bihar provinces. In their mind, the migration is an existential threat to the punjabi identity and community. But those hypocrites don't think like that when they move to abroad.
Identity Attack0.46028158
Insult0.56997263
Profanity0.1067334
Threat0.00899713
Severe Toxicity0.023076924
Moderate 0.53579444 Constructive 0.545 Insult
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Deport them all!! If they can’t live the Canadian culture, then they need to get out, enough with them taking over and spewing hatred and violence. So sick of this. Canada has false leaders governing …
Deport them all!! If they can’t live the Canadian culture, then they need to get out, enough with them taking over and spewing hatred and violence. So sick of this. Canada has false leaders governing this country…it’s a shame, such evil crawling around. The goal for all these immigrants is to take control of all the countries they migrated to…enough is enough!!!🛑
Identity Attack0.5039629
Insult0.5015486
Profanity0.0913099
Threat0.15434735
Severe Toxicity0.024678862
Moderate 0.53579444 Moderate Con 0.323 Identity Attack Insult
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen …
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen resources and knowledge to the indigenous people of not only this stolen land but what Imperial powers, like the British crown took and continues to take from country like India. It is amazing how quick people are to blame individuals but forget that Europe, Canada and US stole more than half of the world's resources, peoples and knowledge. There is a reason why resources, knowledge and wealth are accumulated in the West. Want to stop people from coming in? GIVE OUR DAMN RESOURCES, LAND AND KNOWLEDGE BACK.
Identity Attack0.55044734
Insult0.5177041
Profanity0.39409557
Threat0.060119797
Severe Toxicity0.16960317
Moderate 0.52811706 Moderate Con 0.425 Identity Attack Insult Moral_Argument
Sep 30, 2025 IRCC Names India in Study …
I'd honestly prefer Indians over Middle Easterners. Hindus and Sikhs aren't proselytizers and generally have a much more mellow religious vibe, unlike Muslims. Plus, Indian food is the shit, I dig curry and samosas. The …
I'd honestly prefer Indians over Middle Easterners. Hindus and Sikhs aren't proselytizers and generally have a much more mellow religious vibe, unlike Muslims. Plus, Indian food is the shit, I dig curry and samosas. The thing you really have to be careful of, as is the situation with any instance of mass migration, is to be aware if newcomers are taking advantage of Western social assistance programs, like the Somalis have done with the welfare system. They need to understand that to be welcomed as new Americans, they have to work. Indians have proven to be industrious through hotels and convenience shops. I'd prefer them to Middle Easterners or certain cultures of Africans. That all being said, they should also come to understand that, having moved to a modern country, there's very little point in having massive families with ten kids. No need to endlessly spawn more people to help with chores like water fetching when you have indoor plumbing. It's an unfortunate trend a lot of migrants have trouble getting over, the endless breeding that makes locals anxious that they'll become a minority in their own country in just a few generations.
Identity Attack0.5498214
Insult0.46173862
Profanity0.5381406
Threat0.02924249
Severe Toxicity0.16960317
Moderate 0.52811706 Constructive 0.805 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are corrupt. These are facts. The new ones coming from india are definitely ruining it for the older migrated ones from 80's
Indians are corrupt. These are facts. The new ones coming from india are definitely ruining it for the older migrated ones from 80's
Identity Attack0.5689151
Insult0.47384647
Profanity0.22663295
Threat0.018710058
Severe Toxicity0.045767322
Moderate 0.52007306 Moderate Con 0.38 Identity Attack Unverified_Claim
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
West wants our resources..our market...but ...when...comes to ...equal migration....then it's a problem.... majority of them came there legally....we pay taxes...so ..cut the crap ...we ll live there ....do wat u gotta do....
West wants our resources..our market...but ...when...comes to ...equal migration....then it's a problem.... majority of them came there legally....we pay taxes...so ..cut the crap ...we ll live there ....do wat u gotta do....
Identity Attack0.23011416
Insult0.47384647
Profanity0.44752163
Threat0.02371728
Severe Toxicity0.023246882
Moderate 0.51980776 Moderate Con 0.475 Moral_Argument
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
The world over muslims migrated to the west while in recent times RSS, VHP, Bajrang dal, hindu goons are spreading their tentacles to destroy the west.
The world over muslims migrated to the west while in recent times RSS, VHP, Bajrang dal, hindu goons are spreading their tentacles to destroy the west.
Identity Attack0.55044734
Insult0.4810288
Profanity0.28364125
Threat0.18597278
Severe Toxicity0.16960317
Moderate 0.50789946 Low Con 0.185 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Lefties says im racist becaus ei talk outt loud about this issue. The batch of the last 5 yrs is filled with lownlife.scumbags / homeless from 3rdd world countries. We used to control the influx …
Lefties says im racist becaus ei talk outt loud about this issue. The batch of the last 5 yrs is filled with lownlife.scumbags / homeless from 3rdd world countries. We used to control the influx but trudeau government opened the gates during the pandemic and now we are in major trouble but leftoes likes to pretend theres no issues. They are in power , we have no say so therefore the country is being invaded by hordes of non skilled migration which is absolutely devastating for our beautiful nation
Identity Attack0.39677486
Insult0.5393265
Profanity0.25915453
Threat0.01254427
Severe Toxicity0.023880709
Moderate 0.5024724 Moderate Con 0.485 Insult
Nov 8, 2025 Why Canadians Are Turning Against …
I understand there are issues with migration but the fat racist guy is probably not being objective
I understand there are issues with migration but the fat racist guy is probably not being objective
Identity Attack0.38215697
Insult0.5130944
Profanity0.2268346
Threat0.010783645
Severe Toxicity0.023076924
Moderate 0.4977744 Moderate Con 0.403 Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
it’s funny how the un is doing jack shit nothing about canada and there crimes against humanity in regards to the un saying our immigrating and forfeit worker problems are modern day slavery and human …
it’s funny how the un is doing jack shit nothing about canada and there crimes against humanity in regards to the un saying our immigrating and forfeit worker problems are modern day slavery and human trafficking ….. not to mention there behaviour is mostly appalling and third world behaviour and there bringing it to a first world country acting like annimals … and they wonder why no one likes them or there behaviour …. not to mention all so there lack of hygiene is appalling ( would it kill them to wash properly and use a stick of deodorant becausebo and curry is the worse most disgusting thing u can smell like yuck ) as well like there’s so many issues india and the middle eastern need to adress before migrating its awful … i won’t go near brampton or the gta because of it thoughs city’s went to hell… all so some of these groups of o got banned from there own countries what does that tell you about them as well
Identity Attack0.28034934
Insult0.47357693
Profanity0.41436642
Threat0.016120117
Severe Toxicity0.024772761
Moderate 0.48021027 Constructive 0.522
Aug 27, 2025 Why Canadians Are Turning Against …
My mom and I were truck drivers but the Muslim truck drivers would go in groups to woman truck drives we know what happens when that happens because we had a Muslim friend and we …
My mom and I were truck drivers but the Muslim truck drivers would go in groups to woman truck drives we know what happens when that happens because we had a Muslim friend and we asked him about his culture before truck driving so that is why u don’t see many woman because the Muslim are raping and killing people and nothing being done about it check and country after the mass migration a few years ago I know not all are bad but the ones that are those people are hurting their own culture people rep
Identity Attack0.5135796
Insult0.40243408
Profanity0.29209393
Threat0.29205206
Severe Toxicity0.16960317
Moderate 0.47886392 Constructive 0.738 Identity Attack
Sep 1, 2025 Why Canadians Are Turning Against …
The whole world needs to shut down the Indian migration
The whole world needs to shut down the Indian migration
Identity Attack0.55044734
Insult0.17734702
Profanity0.16078159
Threat0.13815513
Severe Toxicity0.037697118
Moderate 0.47173777 Low Con 0.165 Identity Attack
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
i love all the disgusting racist comments, when white people migrate its okay but when colored people do it its a problem ? indians are good people
i love all the disgusting racist comments, when white people migrate its okay but when colored people do it its a problem ? indians are good people
Identity Attack0.5135796
Insult0.36798462
Profanity0.26593533
Threat0.014911477
Severe Toxicity0.02378681
Moderate 0.47173777 Moderate Con 0.31 Identity Attack Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
actually poop eating people is much better to people who blow themselves with bombs. canada needs people and Canadians don't want to have children the government have no choice but to allowed migration
actually poop eating people is much better to people who blow themselves with bombs. canada needs people and Canadians don't want to have children the government have no choice but to allowed migration
Identity Attack0.120924085
Insult0.37619758
Profanity0.36225098
Threat0.34804323
Severe Toxicity0.048457388
Moderate 0.47119883 Low Con 0.225 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
This is crazy. I am an Indian, and I fail to understand why so many Indians choose to live in other countries. For money? Don't they have any self respect or dignity? It us true …
This is crazy. I am an Indian, and I fail to understand why so many Indians choose to live in other countries. For money? Don't they have any self respect or dignity? It us true that Germans, Irish, Italians etc did migrate to USA en masse, but they did it out of desperation, to avoid famines. Indians must understand, western people despise the fact that so many Indians living in their countries. They don't like you. They why? Come back to your motherland, and serve the nation.
Identity Attack0.46028158
Insult0.41767508
Profanity0.1696208
Threat0.019055385
Severe Toxicity0.023076924
Moderate 0.46716887 Constructive 0.652
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Trump is just right squeezing India US migration. They’re masters of fraudulence.
Trump is just right squeezing India US migration. They’re masters of fraudulence.
Identity Attack0.46028158
Insult0.4710501
Profanity0.0935729
Threat0.016120117
Severe Toxicity0.023076924
Moderate 0.46716887 Low Con 0.141 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
There’s a significant distinction between immigration and uncontrolled migration without assimilation. The difference is evident in the assimilated Indians (now Canadians) and the ignorant newcomers attempting to transform the country that welcomed them into India.
There’s a significant distinction between immigration and uncontrolled migration without assimilation. The difference is evident in the assimilated Indians (now Canadians) and the ignorant newcomers attempting to transform the country that welcomed them into India.
Identity Attack0.44690517
Insult0.48627716
Profanity0.040910475
Threat0.006809296
Severe Toxicity0.013801457
Moderate 0.4645176 Moderate Con 0.456 Policy_Critique
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
It's hypocritical to not want indians migrating if you or your family are migrants LOL, i.e. if you're not a native american.
It's hypocritical to not want indians migrating if you or your family are migrants LOL, i.e. if you're not a native american.
Identity Attack0.46614665
Insult0.4339631
Profanity0.1413768
Threat0.008155655
Severe Toxicity0.01896597
Moderate 0.46186632 Moderate Con 0.4 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I am not anti migration but I am against those who come here and will not assimilate to Canadian ways but bring with them the crap they left their own Country for and are ruining …
I am not anti migration but I am against those who come here and will not assimilate to Canadian ways but bring with them the crap they left their own Country for and are ruining Canada it's time to shut the door and make new rules when Migrants want to live in Canada they have to Assimilate to Canadian customs and laws .
Identity Attack0.3857254
Insult0.4596616
Profanity0.33453682
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.45090583 Constructive 0.546
Aug 29, 2025 Why Canadians Are Turning Against …
Why did you label this video as "Canada's Indian metropolis", name it as "Canada's Sikh metropolis", I am from Northeast India and I share no similarities to them, neither in looks nor religion. Pakistan also …
Why did you label this video as "Canada's Indian metropolis", name it as "Canada's Sikh metropolis", I am from Northeast India and I share no similarities to them, neither in looks nor religion. Pakistan also has a significant population of sikhs and they also migrate to canada. So call them what they are, one spoiled state in India does not represent us and the whole of India and these runaway cowards certainly dont represent me.
Identity Attack0.38215697
Insult0.48313886
Profanity0.09066332
Threat0.009644418
Severe Toxicity0.016512826
Moderate 0.44393396 Constructive 0.598 Identity_Assertion
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Still far far too many. Mass migration is a disaster for Canada and the liar party did it. 0:38
Still far far too many. Mass migration is a disaster for Canada and the liar party did it. 0:38
Identity Attack0.18002926
Insult0.49151286
Profanity0.046171114
Threat0.007974415
Severe Toxicity0.009994507
Moderate 0.44039994 Low Con 0.2
Jan 4, 2026 New rules, regulations take effect …
Legal Migration is the n1 threat to white country's - no more legals or ilegals 😤
Legal Migration is the n1 threat to white country's - no more legals or ilegals 😤
Identity Attack0.5135796
Insult0.24928534
Profanity0.09324962
Threat0.05397744
Severe Toxicity0.023076924
Moderate 0.4402136 Low Con 0.21 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
DUE TO SIKHS NOWS HINDUS HAVE TO FACE RACISM LIKE DUE TO MUSLIM SIKH FACED THE PAJEET WORD WAS ALSO MADE TO MOCK SIKHS NOT HINDUS LATER DUE TO SIKH AND KHALISTAN GREED SIKH STARTED …
DUE TO SIKHS NOWS HINDUS HAVE TO FACE RACISM LIKE DUE TO MUSLIM SIKH FACED THE PAJEET WORD WAS ALSO MADE TO MOCK SIKHS NOT HINDUS LATER DUE TO SIKH AND KHALISTAN GREED SIKH STARTED MIGRATING TO CANADA WHICH CREATED SOCIAL DILEMA AMONG HINDUS TOO THAT GOING CANADA IS ONLY LIFE DESTINY AND NOW HINDUS ARE FACING RACISM AND RELIGIUS PERSECUTION BY BOTH SIKHS AND CHIRISTIANS IN CANADA
Identity Attack0.5135796
Insult0.34626248
Profanity0.06746418
Threat0.0347677
Severe Toxicity0.02383376
Moderate 0.4394682 Moderate Con 0.387 Identity Attack Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Imagine if this same interview happened back 500 years ago, when people actually asked native Canadians about white man's immigration! On thier land, humans do migration for a better living, it called globalization, those who …
Imagine if this same interview happened back 500 years ago, when people actually asked native Canadians about white man's immigration! On thier land, humans do migration for a better living, it called globalization, those who don't understand this are not just uneducated, but also have a disgusting mindset, who only judge people based on their skin color!
Identity Attack0.41975367
Insult0.45135358
Profanity0.07514556
Threat0.008789998
Severe Toxicity0.017287504
Moderate 0.42985553 Constructive 0.601 Moral_Argument
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...

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.