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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: "Indians are people who you …" 1,087 comments · Page 23 of 44
More like Khalistanis rather than Indians most people who are qualified only takes up Canada if they don't get their first choice ( US ) but Canada under Trudeau in the name of diversity allowed …
More like Khalistanis rather than Indians most people who are qualified only takes up Canada if they don't get their first choice ( US ) but Canada under Trudeau in the name of diversity allowed people with questionable background without any checks and they mostly come from one region , to generalise this goof up by canadian govt for monies from international students to subsidise education to Canadian citizens is just mind boggling to start with :) As we know Canadians enjoy their company with Khalistanis , we don't need them here , keep them close to you
Identity Attack0.2949366
Insult0.34626248
Profanity0.11477985
Threat0.00814271
Severe Toxicity0.013801457
Moderate 0.35186127 Constructive 0.523
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
By the way, the indians in canada are literally the bottom of the barrel, its the people who couldnt make it to the states on a hb1 lmao.
By the way, the indians in canada are literally the bottom of the barrel, its the people who couldnt make it to the states on a hb1 lmao.
Identity Attack0.38200524
Insult0.24903896
Profanity0.12158839
Threat0.009592636
Severe Toxicity0.017997624
Moderate 0.35186127 Low Con 0.221 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) …
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) is to destroy our race & culture. Swamping your country with foreigners from a different culture and race goes against every internal instinct a normal person would have to protect their family, race or tribe to survive in its identifiable form. Japanese people live in Japan, Chinese people in China, Germans in Germany; this is how the world should be. Otherwise, with untapped migration, no country will be identifiable by its roots or culture, which is the real tragedy, because what makes countries in the world different is what makes the world such an interesting and unique place.
Identity Attack0.41975367
Insult0.18480228
Profanity0.104876526
Threat0.0347677
Severe Toxicity0.021548226
Moderate 0.34757367 Constructive 0.647
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Everyone I know moved out of Brampton, the sense of community is not welcoming to non-indian people.
Everyone I know moved out of Brampton, the sense of community is not welcoming to non-indian people.
Identity Attack0.44690517
Insult0.1378885
Profanity0.078378424
Threat0.010343489
Severe Toxicity0.01573815
Moderate 0.34757367 Constructive 0.513 Personal_Narrative
Feb 25, 2026 Inside Canada's Indian Invasion...
I’ve had conversations with Indians who say there’s too many Indians. Prior to the past 10-11 years of liberal “leadership,” we only let in 40k people per year. Now on average over trudeaus time we …
I’ve had conversations with Indians who say there’s too many Indians. Prior to the past 10-11 years of liberal “leadership,” we only let in 40k people per year. Now on average over trudeaus time we on average let in 1 million people per year. It’s disgusting. It’s purely the liberals thinking “oh yeah all of of them vote the same, let’s bring em in and they’ll vote us in.” Short term play all about greed and power worship. Instead of a long term play to serve Canada. Indians and other immigrants who came here before this liberal season, they all despise the new immigrants. Because they had to jump through so many hoops to become Canadian. These new people are welcomed even though they don’t work and go straight on welfare. It’s sick and twisted.
Identity Attack0.37082586
Insult0.28791866
Profanity0.084844165
Threat0.010705971
Severe Toxicity0.012207031
Moderate 0.34757367 Constructive 0.592 Policy_Critique
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
the biggest problem i have with india is their hiring practices. you can just tell whether a place has a indian manager. for example, my local subway has all indian people in their mid 20s-30s, …
the biggest problem i have with india is their hiring practices. you can just tell whether a place has a indian manager. for example, my local subway has all indian people in their mid 20s-30s, except for one old white lady who has been working there since forever. The problem is they only hire indian people. And those indian people always get my order wrong one way or another.
Identity Attack0.44690517
Insult0.15627414
Profanity0.0741757
Threat0.009644418
Severe Toxicity0.013155893
Moderate 0.34757367 Constructive 0.542 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As Indian illegal people r bad fr any country but legal people who r good,,working n don't harm anybody//why Canadian mindset is still closed?? If a person doesn't pay taxes thn send him to jail …
As Indian illegal people r bad fr any country but legal people who r good,,working n don't harm anybody//why Canadian mindset is still closed?? If a person doesn't pay taxes thn send him to jail but if he wear simple clothes n does his works/ why ur people see him as third world people,,see him as human..😊
Identity Attack0.38208112
Insult0.24928534
Profanity0.022423252
Threat0.007741391
Severe Toxicity0.012574885
Moderate 0.34757367 Constructive 0.643
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
i once made a comment on a Facebook video about not seeing canadian culture in canada anymore , then over 100 muslim and indian people jumped in accusing me of "white wanabe" ,"betrayal to my …
i once made a comment on a Facebook video about not seeing canadian culture in canada anymore , then over 100 muslim and indian people jumped in accusing me of "white wanabe" ,"betrayal to my ancestors ", then they reported my fb to the point fb had to deactivate my account for good
Identity Attack0.44690517
Insult0.16766082
Profanity0.07320584
Threat0.012440704
Severe Toxicity0.015415368
Moderate 0.34328604 Moderate Con 0.499
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Just remember, the indians and other invaders have been weaponized by a certain group. They wage war by destabilizing and destroying western countries from within. It is the unchosen people. They have been warring with …
Just remember, the indians and other invaders have been weaponized by a certain group. They wage war by destabilizing and destroying western countries from within. It is the unchosen people. They have been warring with humanity for 2000 years. They fight in very unconventional ways. Soros, Wiseman, Blackrock, Century Initiative, etc They blackmail and corrupt politicians to put in their destructive policies. Divide and conquer. Every western country the same. Different erhnic groups. Weaponized flooding. Use pawns.
Identity Attack0.36942887
Insult0.26957804
Profanity0.08128801
Threat0.064969026
Severe Toxicity0.018126737
Moderate 0.3389984 Moderate Con 0.41
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting …
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting turned down when I hand out resumes, because I'm white and I was born in Canada its bad they're taking all the student jobs and then buying the businesses where students are working and then firing the students i'm no longer in school, so it's even harder to find a job. It's gotten to the point where if you want a job you need to work for yourself. They're even taking jobs in the trades so now people are having to work for themselves under-the-table and launder their money the average median income in Canada is anywhere from $45000 to $50000 a year the average house costs $673,335 the average household only makes $80000 a year i used to dream about having my own home and starting a family now I just hope I can find an apartment for less than $2000 a month that isn't owned by a slum Lord living in Toronto that's bought the property without ever even being to Smiths Falls a day in their life.
Identity Attack0.39461556
Insult0.23704576
Profanity0.098067984
Threat0.030278467
Severe Toxicity0.016190045
Moderate 0.3389984 Constructive 0.675 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Identity Attack0.40447855
Insult0.12883772
Profanity0.027137227
Threat0.0084793
Severe Toxicity0.011672974
Moderate 0.3389984 Constructive 0.564 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
People in Canada don’t hate Indians but it seems Indians don’t want to be Canadian they want to turn Canada into India.
People in Canada don’t hate Indians but it seems Indians don’t want to be Canadian they want to turn Canada into India.
Identity Attack0.45610145
Insult0.14512913
Profanity0.04366605
Threat0.009230154
Severe Toxicity0.01302678
Moderate 0.3389984 Moderate Con 0.339
Sep 28, 2025 2 likes Why Canadians Are Turning Against …
Please don't blame Indians or immigrants from other countries, it is the government's responsibility and the people who voted for the Liberal Party have the same responsibility. Blaming immigrants is pointless.
Please don't blame Indians or immigrants from other countries, it is the government's responsibility and the people who voted for the Liberal Party have the same responsibility. Blaming immigrants is pointless.
Identity Attack0.36702603
Insult0.26957804
Profanity0.040158957
Threat0.00746953
Severe Toxicity0.007133484
Moderate 0.3389984 Constructive 0.643
Oct 5, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
Let me guess... wat, reses canadian people are upset with this? If you are Indian, remind them they don't own the land, they stole it! And they have the nerve to get upset when people …
Let me guess... wat, reses canadian people are upset with this? If you are Indian, remind them they don't own the land, they stole it! And they have the nerve to get upset when people from other countries want to move to their stolen land.
Identity Attack0.37655997
Insult0.24928534
Profanity0.024267852
Threat0.008556974
Severe Toxicity0.0104522705
Moderate 0.3389984 Moderate Con 0.346 Moral_Argument
Oct 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I was unemployed for a short period of time at Maple Lodge Farm and another packing company and all workers were Indians and they were rude people. These companies should be raided by the police …
I was unemployed for a short period of time at Maple Lodge Farm and another packing company and all workers were Indians and they were rude people. These companies should be raided by the police and they will catch a lot of students hiding there. The immigration should open a site where citizens or legal residents can report these people. That would make it eadier for Canada to track the illegals. But the important thing is stop the incoming students and the refugees.
Identity Attack0.3819294
Insult0.24928534
Profanity0.028503597
Threat0.025443908
Severe Toxicity0.01483436
Moderate 0.3389984 Constructive 0.66 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all …
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all big white countries they just wanna turn people against because there’s a growth in their people
Identity Attack0.3817989
Insult0.083359696
Profanity0.12220735
Threat0.019573374
Severe Toxicity0.019095084
Moderate 0.3389984 Moderate Con 0.358 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Canada sells citizenship like groceries To the lady saying I’m Canadian no you’re not Every single Indian stick to their own racial group Black people stick together with their own racial group Whites also stick …
Canada sells citizenship like groceries To the lady saying I’m Canadian no you’re not Every single Indian stick to their own racial group Black people stick together with their own racial group Whites also stick together with their fellow whites So there’s no nationalism in this country Even though you have Canadian citizenship you will only help someone who has same skin colour like you Indian business will only hire Indians , Indian homeowners will only rent out their own Indian people Indians even force other foreigners to speak their language Hindi or punjabi if they want to live with them India itself is very racist country , few years ago group of Nigerians were arrested and handcuffed like criminals they treat black people like criminals
Identity Attack0.3895355
Insult0.23237456
Profanity0.039407436
Threat0.009566744
Severe Toxicity0.014640691
Moderate 0.3389984 Constructive 0.607 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's …
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's not anyone's land. There are no native inhabitants there. Understand?😮😮😮😮😮😮😮
Identity Attack0.38215697
Insult0.12521741
Profanity0.035148825
Threat0.007068211
Severe Toxicity0.011672974
Moderate 0.3389984 Moderate Con 0.378 Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for …
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for through taxes. Its truly frightening.😔
Identity Attack0.40883094
Insult0.17361937
Profanity0.023789622
Threat0.00780612
Severe Toxicity0.0125103295
Moderate 0.3389984 Constructive 0.524 Fear_Threat
Feb 18, 2026 2 likes Inside Canada's Indian Invasion...
It’s really surprising that the Indians were talking about how everyone is allowed in temples or we help everyone no matter the skin colour, while the white people complained about how all Indians are bad. …
It’s really surprising that the Indians were talking about how everyone is allowed in temples or we help everyone no matter the skin colour, while the white people complained about how all Indians are bad. Really goes to show that they have generalised the whole population and don’t want to assimilate themselves.
Identity Attack0.40447855
Insult0.16897665
Profanity0.09583591
Threat0.0101363575
Severe Toxicity0.013349563
Moderate 0.3389984 Constructive 0.528 Identity_Assertion
Dec 7, 2025 Inside Canada's Indian Metropolis (Brampton)
never seen any Indian or south asian origin people doing drugs or in homeless shelters
never seen any Indian or south asian origin people doing drugs or in homeless shelters
Identity Attack0.41052565
Insult0.11978693
Profanity0.07255927
Threat0.010964886
Severe Toxicity0.013995127
Moderate 0.3389984 Low Con 0.26
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians in n India openly talk about owner ngvCabada and getting rid of the ( GORAs) white people they say you will clean thier toilets soon , thier plans for you are domestic servants
Indians in n India openly talk about owner ngvCabada and getting rid of the ( GORAs) white people they say you will clean thier toilets soon , thier plans for you are domestic servants
Identity Attack0.3817989
Insult0.26957804
Profanity0.16450337
Threat0.079364374
Severe Toxicity0.023076924
Moderate 0.3389984 Moderate Con 0.348
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
The indigenous people of Canada are from India and Oriental then the white Europeans came made it white now the Indians are making it brown again make Canada brown again
The indigenous people of Canada are from India and Oriental then the white Europeans came made it white now the Indians are making it brown again make Canada brown again
Identity Attack0.44690517
Insult0.13969865
Profanity0.032643758
Threat0.008712323
Severe Toxicity0.015673593
Moderate 0.3389984 Low Con 0.171
Jan 27, 2026 Inside Canada's Indian Invasion...
Why is it that 90% of these people are Punjabi Sikhs? Canada has been supporting Sikh seperatists to fund the cause back in India. Even other Indians dont like this. Youre letting the wrong people …
Why is it that 90% of these people are Punjabi Sikhs? Canada has been supporting Sikh seperatists to fund the cause back in India. Even other Indians dont like this. Youre letting the wrong people in who want Khalistan. Theyre the ones who did the air india bombings, theyre the ones who assassinated an Indian female prime minister. Instead of having other Indian ethnicities, youre choosing a more extreme one who wont integrate fully. Most dont even know English., unlike other Indians.
Identity Attack0.4139151
Insult0.19225755
Profanity0.031391226
Threat0.060119797
Severe Toxicity0.016125489
Moderate 0.3389984 Constructive 0.516 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
In 100 years the population of every country will be replaced by Indians because that’s what people like Elon musk want
In 100 years the population of every country will be replaced by Indians because that’s what people like Elon musk want
Identity Attack0.38246045
Insult0.113185234
Profanity0.07191269
Threat0.06820184
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.109 Unverified_Claim
Jan 28, 2026 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.