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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: "All of the indian and …" 4,309 comments · Page 58 of 173
The IRONY @ 9:01 -- they don't cover their window, they walk naked... This bald guy is literally walking half naked out in the street . lol. (NOT an Indian here though)
The IRONY @ 9:01 -- they don't cover their window, they walk naked... This bald guy is literally walking half naked out in the street . lol. (NOT an Indian here though)
Identity Attack0.37012735
Insult0.37052566
Profanity0.2253223
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.373
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canadian here: 10 yrs ago it was rare to hear a Canadian say something derogatory about another ethnicity beyond the basic complaints about the French or Natives. Even that was fairly tame since a lot …
Canadian here: 10 yrs ago it was rare to hear a Canadian say something derogatory about another ethnicity beyond the basic complaints about the French or Natives. Even that was fairly tame since a lot of Canadians have either French or Indigenous ancestry. I have never heard so much ethnic hostility over the past 5 yrs as people will just openly insult Indians. I have heard professionals say “Never trust an Indian”. Canadians are PISSED with how Indians have exploited Canada
Identity Attack0.4830652
Insult0.36798462
Profanity0.2661772
Threat0.014393489
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.604 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
When I lived in SW PA, we saw more and more convenience stores being run by Indians. I went into a 7-11 once, and there was what looked like a family in the office, and …
When I lived in SW PA, we saw more and more convenience stores being run by Indians. I went into a 7-11 once, and there was what looked like a family in the office, and when the guy that worked there was serving me, I asked him, why don't I ever see any Americans working there? He said, because Americans are lazy, and especially the black ones. He said Americans always want days off. Days off because you're sick, or days off because it's a holiday, days off for everything. They don't want to work. This is all because of Clinton. He made a deal where Indians could come to the US, and they were given money to "start" a company. The idea was, they would BUILD a company, and hire Americans to work it. Instead, they bought stores and motels and used those to import their family and friends from India to here, for work. When I went back to school, I had no choice but to work at a gas station. I was off on payday once, and went in to get my check. There was a new guy at the counter, an Indian. I asked for my check, and wanted him to cash it for me. We always did that if there was enough money in the register. He told me to move, customers waiting. He didn't speak English very well. I went to the office to see the work schedule, and he yelled at me to get out of there! I told him what I was doing, he said "You work no!! I work! You boss no own, my boss own! Leave now! After a little more back and forth yelling, I found out my boss sold the gas station the night before and we were all out of a job. I blew up in front of all the customers! They started to walk out. Lol. That station didn't even last a year, and they had to close down. If they had a drive off (back in the days of a pump and run) they would call the police, but couldn't speak English very well. So they would tell police robbery! After a few times of that, the police told them to never call again. This was a very small town in SW PA, and word got around, and no one went to that station any more. This is the same area that was featured in Tyler's and others videos about all the Haitians that were shipped in by Biden. Bell Vernon PA, right across the river from Charleroi PA. The area is still FULL of Haitians, scaring all the native people away. Taking over the Walmart that is right across the street from where this gas station used to be. One of the many reasons I live in TX now.
Identity Attack0.4911651
Insult0.40243408
Profanity0.2327678
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.79 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
i doesn't understand why these white candian gets offended by the Indian origin people like these whites were also immigrants to Canada they just conquered the Canada and just wiped out the indigenous people and …
i doesn't understand why these white candian gets offended by the Indian origin people like these whites were also immigrants to Canada they just conquered the Canada and just wiped out the indigenous people and now behaving like they are living there for generations
Identity Attack0.5135796
Insult0.2838064
Profanity0.09775851
Threat0.039947584
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.539 Identity Attack Moral_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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...
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...
an Indian from vancouver told me she does not like Brampton... too many gangsters
an Indian from vancouver told me she does not like Brampton... too many gangsters
Identity Attack0.46028158
Insult0.40243408
Profanity0.12096943
Threat0.014566151
Severe Toxicity0.018578632
Moderate 0.4269174 Constructive 0.503 Personal_Narrative
Sep 18, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job …
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job paid all taxes here . Learn and respect Canadian culture adopt it . Upgrade my education to masters in AI . Now I can’t get a job coz Indian support Indian . And Pakistani prefer Canadian over Pakistani . No job on merit and skill ? Found out many dumb ppl got job even they are not citizens ? How come ? Coz they have reference ? I came to Canada for my kids better future now Canada is being taken over by one culture and I really don’t like this . Crimes are increasing , schools are over crowded , health system is exhausted . They should do something otherwise after 10 yrs when our kids grew up Canada won’t be same as it was when we came
Identity Attack0.37507164
Insult0.47630358
Profanity0.15283443
Threat0.010239923
Severe Toxicity0.017868511
Moderate 0.4269174 Constructive 0.631 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Conestoga is one of Doug Ford’s donor we need an investigation who’s giving work permits to Punjabi Indians to come to Canada the minorities are living in fear for their childre’s future with the number …
Conestoga is one of Doug Ford’s donor we need an investigation who’s giving work permits to Punjabi Indians to come to Canada the minorities are living in fear for their childre’s future with the number of Indians in Canada we are facing racism in jobs hiring the same will happen to our children deport the scammers they are a threat to this country
Identity Attack0.46028158
Insult0.4302003
Profanity0.047674157
Threat0.04167421
Severe Toxicity0.022710243
Moderate 0.4269174 Moderate Con 0.466
Oct 3, 2025 1 likes IRCC Names India in Study …
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...
Canadians are the most oppressed nation living as third class citizens in their own country. We Canadians have now become slaves of Indian villager’s Punjabis. It seems that the Canadian government is against Canadians. It …
Canadians are the most oppressed nation living as third class citizens in their own country. We Canadians have now become slaves of Indian villager’s Punjabis. It seems that the Canadian government is against Canadians. It is time to expel Indian villager’s Punjabis to their country, Indian Punjab. Deport Deport
Identity Attack0.5075293
Insult0.3126888
Profanity0.04366605
Threat0.055270568
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.323 Identity Attack
Sep 28, 2025 IRCC Names India in Study …
Praising a false god never ceases to amaze me with these indians,thinking an actual human being is a god! 🥱🤦🏽‍♂️
Praising a false god never ceases to amaze me with these indians,thinking an actual human being is a god! 🥱🤦🏽‍♂️
Identity Attack0.48915586
Insult0.40189892
Profanity0.22105443
Threat0.023544617
Severe Toxicity0.038593806
Moderate 0.4269174 Low Con 0.15 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
I love how honest they are. They hate other indians lol
I love how honest they are. They hate other indians lol
Identity Attack0.48990932
Insult0.24928534
Profanity0.20808282
Threat0.014911477
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.396 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s not just a problem unique to Canada. The situation in Japan is the same. Their sense of superiority and entitlement is unbelievably arrogant. They stay in our country illegally, work without authorization, throw trash …
It’s not just a problem unique to Canada. The situation in Japan is the same. Their sense of superiority and entitlement is unbelievably arrogant. They stay in our country illegally, work without authorization, throw trash on the streets, and aggressively and inappropriately approach underage girls in school uniforms. More and more cafes and shops in our country are refusing to accept Indians. They accuse us of racism, but we don’t care. Indians really make our society tired and are creating prejudice themselves.
Identity Attack0.4911651
Insult0.41530323
Profanity0.08290444
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.591 Fear_Threat
Feb 5, 2026 3 likes Inside Canada's Indian Invasion...
indians leave Canada
indians leave Canada
Identity Attack0.5135796
Insult0.24424846
Profanity0.11292298
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.356 Identity Attack
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The arrogance of the most latest immigrants, not only Indians, Filipinos, Somalis but also Ukrainians is astonishing.
The arrogance of the most latest immigrants, not only Indians, Filipinos, Somalis but also Ukrainians is astonishing.
Identity Attack0.46028158
Insult0.40243408
Profanity0.059447967
Threat0.008686432
Severe Toxicity0.017287504
Moderate 0.4269174 Low Con 0.184 Identity_Assertion
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Indians nhi khalistani be in your dreams like an ostrich
Indians nhi khalistani be in your dreams like an ostrich
Identity Attack0.4774257
Insult0.48569724
Profanity0.29456177
Threat0.27243137
Severe Toxicity0.34935045
Moderate 0.4269174 Low Con 0.105 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
here in my city in ontario canada.. we are just flooded with immigrants. im talking muslim and indian.. theres so many of them here buying up properties and houses and getting shiny new cars that …
here in my city in ontario canada.. we are just flooded with immigrants. im talking muslim and indian.. theres so many of them here buying up properties and houses and getting shiny new cars that it doesnt even feel like canada anymore. they get benefits from the government while other people born in this country have to suffer. hell i walked into a tim hortons and everyone working there is either muslim or indian. i walk into a grocery store and it feels so awkward because i feel like im in another country half the time with all the foreigners there..
Identity Attack0.4887047
Insult0.36537176
Profanity0.29209393
Threat0.02613456
Severe Toxicity0.02402156
Moderate 0.4269174 Moderate Con 0.494 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Indians slogan "born to scam"
Indians slogan "born to scam"
Identity Attack0.46028158
Insult0.40189892
Profanity0.2424468
Threat0.030278467
Severe Toxicity0.023552058
Moderate 0.4269174 Low Con 0.234 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
This happening here in Canada because liberal government they allow this Indians and Muslims to come to our country out of control, the problem is companies hired Indians under the immigration program that rewards them …
This happening here in Canada because liberal government they allow this Indians and Muslims to come to our country out of control, the problem is companies hired Indians under the immigration program that rewards them for hired Indians.
Identity Attack0.5485698
Insult0.25602314
Profanity0.041160982
Threat0.009851551
Severe Toxicity0.02296847
Moderate 0.4269174 Moderate Con 0.395 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
They want indian punjab but in their referendum they will also include pakistan's punjab (but they never say this) just because khalistanis get support from the pakistanis ( sorry porkies).
They want indian punjab but in their referendum they will also include pakistan's punjab (but they never say this) just because khalistanis get support from the pakistanis ( sorry porkies).
Identity Attack0.45348886
Insult0.4196762
Profanity0.26735115
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.258 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Why are people dancing around the issue? So it like it is - indians have invaded Canada. You give them an inch and they take the whole yard. Then they accuse you of being rascist, …
Why are people dancing around the issue? So it like it is - indians have invaded Canada. You give them an inch and they take the whole yard. Then they accuse you of being rascist, the easiest excuse for deflecting responsibility and accountability. They don't have to adapt to your country, you have to adapt to them. If a guest comes into my home and start acting entitled, I would kick them right out.
Identity Attack0.45610145
Insult0.25998658
Profanity0.09744903
Threat0.5195707
Severe Toxicity0.02491361
Moderate 0.4269174 Moderate Con 0.448 Threat Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
14:47 No hate to other religions??? Watch ur Indian Hindus what they do to the other minority religions
14:47 No hate to other religions??? Watch ur Indian Hindus what they do to the other minority religions
Identity Attack0.4508763
Insult0.16773392
Profanity0.11601777
Threat0.027861187
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.347 Unverified_Claim
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
India: and the fraud and corruption it brings to Canada. Note the people with Indian background in inside Immigration Canada.
India: and the fraud and corruption it brings to Canada. Note the people with Indian background in inside Immigration Canada.
Identity Attack0.4774257
Insult0.39297962
Profanity0.028503597
Threat0.008401625
Severe Toxicity0.01935331
Moderate 0.4269174 Low Con 0.254
Oct 1, 2025 IRCC Names India in Study …
These 2 ladies with Indian background are very dishonest, and they disrespected the law. They worked to defend their own people.
These 2 ladies with Indian background are very dishonest, and they disrespected the law. They worked to defend their own people.
Identity Attack0.46614665
Insult0.40243408
Profanity0.099305905
Threat0.009463178
Severe Toxicity0.021419114
Moderate 0.4269174 Moderate Con 0.466
Oct 2, 2025 3 likes IRCC Names India in Study …

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.