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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: "In India, there is no …" 2,270 comments · Page 41 of 91
I'm so glad you did this video. Racist will be the first response. Yet, as Canadians we know that our Race is the minority and young white people refuse to work. It is also very …
I'm so glad you did this video. Racist will be the first response. Yet, as Canadians we know that our Race is the minority and young white people refuse to work. It is also very hard when every single store; walmart; Fast food is all India. Other races will not be hired, so all we see are India taking over every taxi and every single job. They can tolerate having all their family live in one house, as they buy multiple homes. These homes are left empty, until enough house are bought to take over a lane or an entire neighbourhood. They are not hostile; extremely friendly, yet not as concerned about wearing hair net or beard net or gloves when preparing food. (We are told most are friendly but to be mindful of those that wear their head wrap. (Timmins Ontario has been taken over) ... According to 2021 Census data from Statistics Canada, there were approximately 765 people of South Asian descent living in the Timmins census agglomeration. Recent estimates and community reports suggest this number has continued to grow through 2026, primarily driven by international students and economic immigration. Population Estimates and Demographics Indian Immigrants: As of the 2021 Census, 115 residents in Timmins were specifically listed as having India as their place of birth, a significant increase from 55 in 2016. South Asian Population: The broader "South Asian" visible minority group—which predominantly includes people of Indian heritage—numbered 765 in 2021, representing 1.9% of the total population. This was a sharp rise from only 165 people in 2016. International Students: A significant portion of the Indian community consists of students at Northern College. Reports indicate that since 2017, the college has enrolled nearly 2,000 international students, with approximately 96% originating from India. Recent Growth Trends (2022–2026) While the official 2026 Census data is not yet available, current local indicators point to a sustained increase in the Indian community: Rebounding Population: Mayor Michelle Boileau noted in 2024 that Timmins' population has reached its highest levels in over a decade due to immigration and industry opportunities. Newcomers: Since 2021, over 700 newcomers have arrived in Timmins through programs like the Rural and Northern Immigration Pilot (RNIP). Cultural Infrastructure: The growth of the community led to the establishment of the city's first Sikh temple to serve the expanding Sikh and Indian resident base. Note that "North American Indian" refers specifically to Indigenous First Nations people, of which there were approximately 2,640 in Timmins as of 2021. This is distinct from the population of people with origins in the country of India.
Identity Attack0.3817989
Insult0.19967617
Profanity0.048425674
Threat0.013321015
Severe Toxicity0.014705247
Moderate 0.3389984 Constructive 0.844
Jan 27, 2026 Inside Canada's Indian Invasion...
doesnt any indian wanna make india great????????????????
doesnt any indian wanna make india great????????????????
Identity Attack0.38200524
Insult0.07808672
Profanity0.0816113
Threat0.011146127
Severe Toxicity0.017158391
Moderate 0.3389984 Low Con 0.274
Nov 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Life is easy in India 😂😂😂, why not stay here, go back.
Life is easy in India 😂😂😂, why not stay here, go back.
Identity Attack0.36598656
Insult0.1378885
Profanity0.07385241
Threat0.011689849
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.231
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Why dont Canadians come to india in heap and mass immigrate here? 🧐😸
Why dont Canadians come to india in heap and mass immigrate here? 🧐😸
Identity Attack0.40883094
Insult0.15414265
Profanity0.03489832
Threat0.036839653
Severe Toxicity0.018707745
Moderate 0.3389984 Low Con 0.215 Humor_Satire
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada, etc. is being Assam-ed. No one believed us and our ancestors when we stood up against the illegal Indians immigrants/migrants. They refused to assimilate with the native Asian matriarchal, matrilineal societies. Instead, they have …
Canada, etc. is being Assam-ed. No one believed us and our ancestors when we stood up against the illegal Indians immigrants/migrants. They refused to assimilate with the native Asian matriarchal, matrilineal societies. Instead, they have been killing the native Asian matriarchal societies and forcing them into patriarchal societies. Only one left to be forcibly converted to patriarchal society. On the other hand, India has been committing the genocide and ethnic cleansing of the native Asian population, with the West supporting it.
Identity Attack0.40351558
Insult0.22770336
Profanity0.041912504
Threat0.1319513
Severe Toxicity0.02116089
Moderate 0.3389984 Constructive 0.519 Unverified_Claim
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Remember these people contribute their economy amongst themselves very selfish mentality They go and recruit people from India
Remember these people contribute their economy amongst themselves very selfish mentality They go and recruit people from India
Identity Attack0.33675182
Insult0.3406697
Profanity0.0887236
Threat0.010835429
Severe Toxicity0.015867263
Moderate 0.3389984 Low Con 0.22 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Unfortunate and not good for the future of this country to have these little countries within Canada. It promotes zero assimilation and is ruining Canada. Even the older immigrants from India hate what is happening!
Unfortunate and not good for the future of this country to have these little countries within Canada. It promotes zero assimilation and is ruining Canada. Even the older immigrants from India hate what is happening!
Identity Attack0.38699543
Insult0.22770336
Profanity0.026180768
Threat0.009618527
Severe Toxicity0.0127685545
Moderate 0.3389984 Constructive 0.541
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s frustrating to see so many people from India in this country. They often claim their homeland is great, so why come here? It feels like they’re having a negative impact on Canada.
It’s frustrating to see so many people from India in this country. They often claim their homeland is great, so why come here? It feels like they’re having a negative impact on Canada.
Identity Attack0.43896464
Insult0.16480011
Profanity0.025770858
Threat0.007741391
Severe Toxicity0.012703998
Moderate 0.3389984 Constructive 0.544 Identity_Assertion
Nov 2, 2025 IRCC Names India in Study …
Niagara Falls turned into INDIA over night. Almost every restaurant that is Indian employed has been shut down due to health violations such as filthy infested food
Niagara Falls turned into INDIA over night. Almost every restaurant that is Indian employed has been shut down due to health violations such as filthy infested food
Identity Attack0.36702603
Insult0.25404143
Profanity0.12220735
Threat0.0077154995
Severe Toxicity0.01573815
Moderate 0.3389984 Moderate Con 0.379 Unverified_Claim
Oct 6, 2025 IRCC Names India in Study …
I am from India, and I request Canada authority to act very hard on these people. They only bring shame to India.
I am from India, and I request Canada authority to act very hard on these people. They only bring shame to India.
Identity Attack0.36942887
Insult0.26957804
Profanity0.036401358
Threat0.01750142
Severe Toxicity0.010070801
Moderate 0.3389984 Moderate Con 0.498
Oct 2, 2025 1 likes IRCC Names India in Study …
So called Khalistanis should say they are from Punjab not from India
So called Khalistanis should say they are from Punjab not from India
Identity Attack0.4453683
Insult0.28586254
Profanity0.1308005
Threat0.04363242
Severe Toxicity0.026936848
Moderate 0.3389984 Low Con 0.138
Sep 30, 2025 IRCC Names India in Study …
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 …
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 …
As a Canadian I’ll try and put this very politely and everything but I am friends with Indians that immigranted here 20+ years ago and the immigrants back then wanted to be Canadian and actually …
As a Canadian I’ll try and put this very politely and everything but I am friends with Indians that immigranted here 20+ years ago and the immigrants back then wanted to be Canadian and actually wanted to assimilate themselves in our culture the new round of immigration doesn’t do that they want to make Canada the new India they have no respect no care for the others around them and yes! They do smell not all of them but if it’s a smelly person in Canada 9/10 they are Indian that’s what I’ve seen obviously there is more but we just want them to want to be Canadians and not build your stupid praying status sorry I tried to be polite but this is something that has pissed me off more and more and people are finally talking about it
Identity Attack0.3802808
Insult0.2735258
Profanity0.12220735
Threat0.009955117
Severe Toxicity0.018449519
Moderate 0.33836752 Constructive 0.698 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Im sorry for the earlier Indian immigrants who did assimilate and now India has found them to swamp them yet again
Im sorry for the earlier Indian immigrants who did assimilate and now India has found them to swamp them yet again
Identity Attack0.38445538
Insult0.16195811
Profanity0.10735235
Threat0.094697006
Severe Toxicity0.02296847
Moderate 0.33836752 Moderate Con 0.497
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
The best part is they dont have to worry about mass migration to India. Poo in the river and move on now.
The best part is they dont have to worry about mass migration to India. Poo in the river and move on now.
Identity Attack0.29035977
Insult0.23237456
Profanity0.16636424
Threat0.023889944
Severe Toxicity0.019482423
Moderate 0.33836752 Low Con 0.18 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
One person Person complaining other person served me first at the butcher shop isn’t that funny that is like when some narrow minded people they put the sign in the restaurant and casino. No Dog …
One person Person complaining other person served me first at the butcher shop isn’t that funny that is like when some narrow minded people they put the sign in the restaurant and casino. No Dog and Indian are not allowed that is the racist is and when the people come from China and India, they charge tax And the other people coming from Europe they can come anytime why thats racist
Identity Attack0.293411
Insult0.25998658
Profanity0.0913099
Threat0.0097738765
Severe Toxicity0.015802706
Moderate 0.3375374 Constructive 0.559 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
I deal with truck drivers all day every day. 99% of the drivers are Indian. Seeing someone white is almost as rare as seeing a woman driving. Some are very nice. Some are very rude …
I deal with truck drivers all day every day. 99% of the drivers are Indian. Seeing someone white is almost as rare as seeing a woman driving. Some are very nice. Some are very rude and entitled. I dont mind immigration. What I dont like is people thinking their still in India and attempting to change canadian values. We need to slow it down and vet people. Stop letting people pour in so you can stay in power. Liberals need to start caring about Canadians!
Identity Attack0.39461556
Insult0.17486192
Profanity0.03239325
Threat0.009825659
Severe Toxicity0.012359619
Moderate 0.3375374 Constructive 0.607
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Time to take Canada back. We do 't need colonizers. Assimilaztion is not happening.. Just look at Israel. Same will hsppen here. Shut down immigration from India and start deporting.
Time to take Canada back. We do 't need colonizers. Assimilaztion is not happening.. Just look at Israel. Same will hsppen here. Shut down immigration from India and start deporting.
Identity Attack0.40255263
Insult0.14874944
Profanity0.023721304
Threat0.04233929
Severe Toxicity0.016577384
Moderate 0.3375374 Moderate Con 0.356
Sep 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
walmat, tim hortons, mcdonals, gsa stations every where indian. how come. war related effected innocent people are refugees. there is no war india. how come so many indians. 😢😮
walmat, tim hortons, mcdonals, gsa stations every where indian. how come. war related effected innocent people are refugees. there is no war india. how come so many indians. 😢😮
Identity Attack0.3825363
Insult0.1505596
Profanity0.033645786
Threat0.02924249
Severe Toxicity0.017222947
Moderate 0.3375374 Moderate Con 0.478
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As an Indian myself, I wouldn't want any country to turn into India.
As an Indian myself, I wouldn't want any country to turn into India.
Identity Attack0.40158966
Insult0.0836065
Profanity0.06345607
Threat0.013631714
Severe Toxicity0.016900165
Moderate 0.3367073 Constructive 0.526 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada is ruined already. In Toronto police advises citizens that they leave keys of their expensive car outside their house to save their life. Liberal leftist looter of Canada mooched of immigrant $$$$ with promise …
Canada is ruined already. In Toronto police advises citizens that they leave keys of their expensive car outside their house to save their life. Liberal leftist looter of Canada mooched of immigrant $$$$ with promise of a prosperous free and safe Canada and gave us a catastrophe that is worse than Nigeria in security freedoms being worse than Tumbuktu and prosperity being worse than India. Our education is now pppy colleges that loot life savings of international students and their families and then they magically end up as illegal aliens in the great nation of USA. Whether its canadian taxpayer, international immigrant or student we all have only one looter the liberal leftist looter of humanity
Identity Attack0.2846865
Insult0.3388922
Profanity0.035649836
Threat0.011819307
Severe Toxicity0.0128976675
Moderate 0.3367073 Moderate Con 0.311 Fear_Threat
Jun 18, 2025 How Canada broke its immigration …
"I don't feel ANY difference between India and Canada" Let THAT sink in!!!!
"I don't feel ANY difference between India and Canada" Let THAT sink in!!!!
Identity Attack0.30103904
Insult0.15236975
Profanity0.026317406
Threat0.14327845
Severe Toxicity0.016254602
Moderate 0.3367073 Moderate Con 0.341
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Ilegal migrants from India are a serious problem for Canada and US. That's why tariffs are a tool to punish liberals for this lack of attention to this problem
Ilegal migrants from India are a serious problem for Canada and US. That's why tariffs are a tool to punish liberals for this lack of attention to this problem
Identity Attack0.40883094
Insult0.16266862
Profanity0.021466793
Threat0.012337137
Severe Toxicity0.013801457
Moderate 0.33587718 Constructive 0.586
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I had a co-worker who applied for PR and keeps waiting and waiting, one co-worker from India said to him.. “Dude! Just get marry with someone who has a citizenship and you will get a …
I had a co-worker who applied for PR and keeps waiting and waiting, one co-worker from India said to him.. “Dude! Just get marry with someone who has a citizenship and you will get a spousal visa so easy, quick! That’s how all my indian friends got it. It’s like a contract.” I told her “Hey that’s illegal!” And that Indian girl laughed and said “Who cares!” They are ruining the entire immigration system in Canada.
Identity Attack0.3857254
Insult0.16751462
Profanity0.08775374
Threat0.011042561
Severe Toxicity0.013866014
Moderate 0.33587718 Constructive 0.643
Oct 12, 2025 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.