Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Indians have been in Canada …" 1,297 comments · Page 15 of 52
99 percent indian Bangladeshi and pakistani students submits fake papers just to get visa to step in canada. INDIANS ARE THE NUMBER ONE. IF YOU DONT STOP ISSUING VISIT OR STUDENT VISA THIS COUNTRY WILL …
99 percent indian Bangladeshi and pakistani students submits fake papers just to get visa to step in canada. INDIANS ARE THE NUMBER ONE. IF YOU DONT STOP ISSUING VISIT OR STUDENT VISA THIS COUNTRY WILL BE TAKEN OVER BY FAKE INDIAN STUDENTS. PEOPLE ARE GETING READY FOR WORLD CUP SOCCER NEXT YEAR. THEY WILL COME AS FAKE VISITORS AND file FAKE ASYLUM. INDIA AND BANGLADESH.
Identity Attack0.50588524
Insult0.36798462
Profanity0.05393682
Threat0.03304107
Severe Toxicity0.023129508
Moderate 0.4398409 Moderate Con 0.412 Identity Attack
Sep 28, 2025 IRCC Names India in Study …
Indians have invaded our whole country. Every Tim Hortons in Canada are full of them. Good or Bad ??? I dont know anymore
Indians have invaded our whole country. Every Tim Hortons in Canada are full of them. Good or Bad ??? I dont know anymore
Identity Attack0.5135796
Insult0.26957804
Profanity0.07191269
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.43965456 Moderate Con 0.431 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Theyve been low key trying to take over canada with Indians, colonization and control. Its sick, were over it.
Theyve been low key trying to take over canada with Indians, colonization and control. Its sick, were over it.
Identity Attack0.40713623
Insult0.4596616
Profanity0.06746418
Threat0.01052473
Severe Toxicity0.015867263
Moderate 0.43965456 Low Con 0.256 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Yeah the MUSLIMS ALSO IS TAKING OVER CANADA AND THE EAST INDIANS!
Yeah the MUSLIMS ALSO IS TAKING OVER CANADA AND THE EAST INDIANS!
Identity Attack0.5135796
Insult0.24928534
Profanity0.0715894
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.4394682 Low Con 0.163 Identity Attack
Sep 6, 2025 2 likes Why Canadians Are Turning Against …
Indians in canada are khalistani maybe
Indians in canada are khalistani maybe
Identity Attack0.5135796
Insult0.44126466
Profanity0.22429734
Threat0.03856628
Severe Toxicity0.09649272
Moderate 0.4394682 Low Con 0.233 Identity Attack Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Fraud in Canada is a reality for Indian's open door policy. From the time an Indian leaves to the time they enter Canada, the system is fixed, flooding Canada with Indians. This is not the …
Fraud in Canada is a reality for Indian's open door policy. From the time an Indian leaves to the time they enter Canada, the system is fixed, flooding Canada with Indians. This is not the case for any other race. Canada's fraudulent system of Indians.
Identity Attack0.5135796
Insult0.36798462
Profanity0.06295506
Threat0.010938995
Severe Toxicity0.023076924
Moderate 0.43720075 Moderate Con 0.31 Identity Attack
Sep 28, 2025 3 likes IRCC Names India in Study …
they are not Indian they are khalistani .....who want to make a khailistan but in Canada 🤣🤣🤣🤣🤣🤣🤣
they are not Indian they are khalistani .....who want to make a khailistan but in Canada 🤣🤣🤣🤣🤣🤣🤣
Identity Attack0.50515604
Insult0.37506318
Profanity0.13168186
Threat0.021127338
Severe Toxicity0.034110364
Moderate 0.43720075 Low Con 0.133 Identity Attack Identity_Assertion
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Americans invaded by illegal Mexicans and Canadas invaded by Indians
Americans invaded by illegal Mexicans and Canadas invaded by Indians
Identity Attack0.5135796
Insult0.25404143
Profanity0.12991914
Threat0.021300001
Severe Toxicity0.023076924
Moderate 0.43720075 Low Con 0.184 Identity Attack Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
CANADA IS TO LATE SHOULD YOU WAKE UP 10 YEARS AGO, TO LATE NOW, YOU DIDN'T WANT HUNGARIAN, AND BULGARIAN PEOPLE, SERBIAN, CROATIAN PEOPLE, NOW YOU HAVE INDIANS, ENJOY YOUR NEW DEMOGRAFIC, YOU DESERVE IT, …
CANADA IS TO LATE SHOULD YOU WAKE UP 10 YEARS AGO, TO LATE NOW, YOU DIDN'T WANT HUNGARIAN, AND BULGARIAN PEOPLE, SERBIAN, CROATIAN PEOPLE, NOW YOU HAVE INDIANS, ENJOY YOUR NEW DEMOGRAFIC, YOU DESERVE IT, YOU DIDN'T LIKE US....
Identity Attack0.50917345
Insult0.28586254
Profanity0.03389629
Threat0.01238892
Severe Toxicity0.023076924
Moderate 0.43720075 Low Con 0.194 Identity Attack Fear_Threat
Sep 9, 2025 2 likes Why Canadians Are Turning Against …
I wonder how racist dogs roam freely in Canada? Indians are hard workers; there are various non-working German tribes with mafia gangs, there are Chinese gangs with separate police stations that do not respect Canadian …
I wonder how racist dogs roam freely in Canada? Indians are hard workers; there are various non-working German tribes with mafia gangs, there are Chinese gangs with separate police stations that do not respect Canadian laws; you can stop at Tim Hortons for an hour and work on PC time and talk.
Identity Attack0.44690517
Insult0.44464502
Profanity0.062454045
Threat0.008531082
Severe Toxicity0.02258113
Moderate 0.43475235 Constructive 0.514 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
Canada is an easy target. With only 40 million people. Indians gonna make babies like crazy. Taking over Canada would be a breeze.
Canada is an easy target. With only 40 million people. Indians gonna make babies like crazy. Taking over Canada would be a breeze.
Identity Attack0.46028158
Insult0.43158367
Profanity0.0935729
Threat0.032005094
Severe Toxicity0.02116089
Moderate 0.43475235 Low Con 0.144
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
The real problem with immigration to western countries is the labour force... Tell me honestly can white citizens of us,canada\\europe fill the space taken by, mexicans,muslims\\indians or Asians??? You westerners are too lazy or too …
The real problem with immigration to western countries is the labour force... Tell me honestly can white citizens of us,canada\\europe fill the space taken by, mexicans,muslims\\indians or Asians??? You westerners are too lazy or too little in population to fill the economic needs of Low paying jobs in your countries
Identity Attack0.50515604
Insult0.40243408
Profanity0.07870171
Threat0.009903334
Severe Toxicity0.021419114
Moderate 0.43230394 Low Con 0.241 Identity Attack Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Caribbean Indian, I hate how these Indians from India have twisted the perspective towards Indians across the world. They’re so problematic. And Im from Trinidad but everyone assumes I’m from India and I …
As a Caribbean Indian, I hate how these Indians from India have twisted the perspective towards Indians across the world. They’re so problematic. And Im from Trinidad but everyone assumes I’m from India and I hate it. Just cuz i look like you doesn’t mean I’m from your homeland. And to the Canadians, just cuz I look like them doesn’t mean you can assume I’m from India. I have never been to India so stop assuming I’m from there. Imagine seeing an Asian person in markham and assuming they’re from China and speak Chinese when their family has been in Canada for generations.
Identity Attack0.48990932
Insult0.38852
Profanity0.32120174
Threat0.02855184
Severe Toxicity0.023880709
Moderate 0.43230394 Constructive 0.634 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
We do not have the upper class Indians here. There is no such thing. They ruined Canada, just like they ruin everywhere they go.
We do not have the upper class Indians here. There is no such thing. They ruined Canada, just like they ruin everywhere they go.
Identity Attack0.50515765
Insult0.3486032
Profanity0.066963166
Threat0.040638234
Severe Toxicity0.023076924
Moderate 0.42985553 Low Con 0.232 Identity Attack Fear_Threat
Feb 16, 2026 3 likes Inside Canada's Indian Invasion...
what more proof do you need that these people will not integrate into western society? Canada has to adapt to them not them to their new country? This is ridiculous. 2061 Indians become the majority …
what more proof do you need that these people will not integrate into western society? Canada has to adapt to them not them to their new country? This is ridiculous. 2061 Indians become the majority in Canada, this is a preview of what all Canada will look like. INDIA
Identity Attack0.3895355
Insult0.4378843
Profanity0.097129054
Threat0.009256045
Severe Toxicity0.015996376
Moderate 0.42985553 Moderate Con 0.302
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
NO NO NO I REJECT TO THIS REALITY INDIAN HAVE ABUSED THE CANADIAN LAWS NOW ALL OVER CANADA LIKE SURREY BC DEPORT THEM
NO NO NO I REJECT TO THIS REALITY INDIAN HAVE ABUSED THE CANADIAN LAWS NOW ALL OVER CANADA LIKE SURREY BC DEPORT THEM
Identity Attack0.49584505
Insult0.3126888
Profanity0.0741757
Threat0.056563694
Severe Toxicity0.023076924
Moderate 0.4274071 Low Con 0.272 Call_To_Action
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
why does the government allow this to happen right under their nose lmao. indian invasion of Canada lmao. this guy's joking, right? i mean if he's asking why we can't just send in a masked …
why does the government allow this to happen right under their nose lmao. indian invasion of Canada lmao. this guy's joking, right? i mean if he's asking why we can't just send in a masked paramilitary to gun down unrelated soccer moms and icu nurses dead in the streets to stop the smuggling, we don't do that in Canada. we don't do the fascist thing particularly well here.
Identity Attack0.40255263
Insult0.3486032
Profanity0.16217725
Threat0.42133212
Severe Toxicity0.02514347
Moderate 0.4274071 Moderate Con 0.398 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
All I have to say is that Ive only been to Canada once and it was on a trip to Niagra Falls. That being said, I was completely disgusted with how much garbage was all …
All I have to say is that Ive only been to Canada once and it was on a trip to Niagra Falls. That being said, I was completely disgusted with how much garbage was all over one of the most beautiful water falls Ive ever seen and the only people I actually saw throwing garbage on the ground while I was there were Indians. At least a dozen seperate times in the 3 days I was there, I saw only Indians throwing their trash on the ground. Im not sh1tting on Indian people because 99% of the ones Ive met in the US were way more polite and hard working than half the Americans Ive ever met, Im just pointing out my genuine observations🤷‍♂️
Identity Attack0.44690517
Insult0.36798462
Profanity0.4044591
Threat0.016638106
Severe Toxicity0.023552058
Moderate 0.4269174 Constructive 0.685 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The hate in the comments is sad. The fact that people can’t differentiate their racist tendencies from their sense of nationalism is concerning. You guys love to comment “it is racist to not want Indians …
The hate in the comments is sad. The fact that people can’t differentiate their racist tendencies from their sense of nationalism is concerning. You guys love to comment “it is racist to not want Indians in Canada” but half of the people in your boat, liking those comments and engaging in discussion are literal bigots whose only points in discussions involving this topic are hateful phrases and ignorance.
Identity Attack0.29035977
Insult0.47020787
Profanity0.035148825
Threat0.007340072
Severe Toxicity0.010528564
Moderate 0.4269174 Moderate Con 0.385 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is take over by Khalistani not Indians they don’t consider themselves Indian they are punjabi And they want different country 😂😂😂😂 inside india Even we don’t like them who wants to take apart our …
Canada is take over by Khalistani not Indians they don’t consider themselves Indian they are punjabi And they want different country 😂😂😂😂 inside india Even we don’t like them who wants to take apart our country india Our Indian government warn Canadian government not to allow these people in their country but they don’t listen they allow Khalistani tterrorists who are wanted or criminals in India So it’s canada government fault stop voting for leftist government
Identity Attack0.4911651
Insult0.37166002
Profanity0.043165036
Threat0.012958534
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.384 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I worked with a guy that was abusing the system and didn't even hide it. He said to me I'm on a student visa I'm supposed to be going to school but I'm not and …
I worked with a guy that was abusing the system and didn't even hide it. He said to me I'm on a student visa I'm supposed to be going to school but I'm not and then he laughed about it and I got pissed. I said something about it and I told my boss he's not even supposed to be working here and my boss told me to mind my business. That's what's going on in Canada. Also these clowns that say that they are a benefit to Canada obviously aren't having their field of work crushed by too many people so you're easily replaceable. When you are easily replaceable your company no longer values you even if you are amazing at your job. They might be a financial benefit to companies and other Indians but they are not a benefit to Canadians. They only shop at Indian businesses and only deal with Indians in all aspects of their life. They refused to deal with Canadians and Canadian companies. They are cutting us out and being racist and discriminatory towards Canadians in Canada. That's ridiculous and we should stop it
Identity Attack0.1007269
Insult0.48627716
Profanity0.22562476
Threat0.012699619
Severe Toxicity0.014898917
Moderate 0.4269174 Constructive 0.707 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Go Indians invade Canada and whole uk😂❤we should take back all
Go Indians invade Canada and whole uk😂❤we should take back all
Identity Attack0.50515765
Insult0.22770336
Profanity0.15985115
Threat0.18597278
Severe Toxicity0.040387187
Moderate 0.4269174 Low Con 0.212 Identity Attack Humor_Satire
Feb 12, 2026 2 likes Inside Canada's Indian Invasion...
Some Indians ruined the image of all immigrants in Canada.
Some Indians ruined the image of all immigrants in Canada.
Identity Attack0.53446084
Insult0.26957804
Profanity0.09899642
Threat0.012130005
Severe Toxicity0.019095084
Moderate 0.4269174 Moderate Con 0.316 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that …
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that sentiment of universalism is only applied to white countries and it is destroying OUR White culture. And different races are not just about skin color, it's also about culture and IQ levels. Indians with their low racial IQs bring a lot of problems. The man says that color doesn't matter, but Indians care about color. That's why they only hire Indians and discriminate on Whites and other races. Indians are in fact the most racist people in the world. Ignoring race only promotes multiculturalism and that promotes White genocide. Human beings are racial and we should accept it. All immigrants need to understand that they need to STAY home and build a better life for themselves AT home. Not running away to White nations to impose themselves racially, culturally and spiritually. Multiculturalism is White genocide. It destroys US, it destroys OUR homes and our cultures. Our nations need to be 90-95% White and we should only allow those people that truly want to assimilate and leave their cultures behind.
Identity Attack0.46028158
Insult0.38852
Profanity0.085167445
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.57 Fear_Threat
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Immigration in Canada is a huge problem and I find a problem with Muslims and Indians is they don't amalgamate into society and expect everything to be given to them.
Immigration in Canada is a huge problem and I find a problem with Muslims and Indians is they don't amalgamate into society and expect everything to be given to them.
Identity Attack0.55011386
Insult0.26957804
Profanity0.06946823
Threat0.009592636
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.614 Identity Attack
Aug 27, 2025 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.