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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: "Just don't go" 2,613 comments · Page 32 of 105
Even as an Indian, I do not want to go to Canada, I mean, what's the point if I am surrounded by the same people with 0 civic sense, trashing everything, and they have the …
Even as an Indian, I do not want to go to Canada, I mean, what's the point if I am surrounded by the same people with 0 civic sense, trashing everything, and they have the same culture as India. I always believe when in Rome, be a Roman. So, you Canadians really need to do something about this
Identity Attack0.44690517
Insult0.2817503
Profanity0.079025
Threat0.008945347
Severe Toxicity0.01644827
Moderate 0.37751234 Constructive 0.516
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
Wild wild country 2.5. The only difference is this isn't Antelope. Hanuman wouldn't go outside his homeland to "monkey" around as a god without a human influence. To consume half a whole city. Not honoring …
Wild wild country 2.5. The only difference is this isn't Antelope. Hanuman wouldn't go outside his homeland to "monkey" around as a god without a human influence. To consume half a whole city. Not honoring life is a shame. Worshipping life somewhere else outside is a show of fear of death. Real Hanuman people would not manipulate other people from another country let alone thier own. But it's not like it's American, we know what happened in Antelope and Canadian people have to deal with it now. Some "people" make this mistake by confusing religion with money.
Identity Attack0.3908055
Insult0.3493834
Profanity0.14225815
Threat0.02855184
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.498 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
All lies. 1.6 millions from India who are committing crimes and still living here, they use going back to their country as a excuse to stay here.
All lies. 1.6 millions from India who are committing crimes and still living here, they use going back to their country as a excuse to stay here.
Identity Attack0.44690517
Insult0.25404143
Profanity0.03464781
Threat0.009307829
Severe Toxicity0.015350811
Moderate 0.37751234 Moderate Con 0.319
Dec 24, 2025 Deportations From Canada at Their …
TWICE i have driven off 7+ young middle eastern men harassing a young lady...I would go to jail, for anyone's daughter!..even if she was from the middle east. CANADA
TWICE i have driven off 7+ young middle eastern men harassing a young lady...I would go to jail, for anyone's daughter!..even if she was from the middle east. CANADA
Identity Attack0.3758158
Insult0.14874944
Profanity0.077731855
Threat0.3733964
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.59
Aug 25, 2025 Why Canadians Are Turning Against …
Years ago, my great great grandfather came over here with $5. And he did fine. The liberals bring over all these monkeys over to dedicate into the streets, poach our fish, groping our women and …
Years ago, my great great grandfather came over here with $5. And he did fine. The liberals bring over all these monkeys over to dedicate into the streets, poach our fish, groping our women and young girls. Panhandling when they have a Rolls-Royce and a brand new home. Disrespecting Canada altogether and a lot of them say that they hate Canada if they hate Canada so much pack your stuff up and go back and be brave and clean up your own country instead of making Canada into outhouse
Identity Attack0.2808415
Insult0.40975618
Profanity0.094542764
Threat0.0116639575
Severe Toxicity0.014963473
Moderate 0.37751234 Moderate Con 0.402
Jul 20, 2025 How much do refugees and …
Before WATCHING the video I would like to say THERE IS NO SUCH THING AS INDIAN!! My grandfathers (both sides) were ww1 vetw and decorated ww2 vets. For ww1 and ww2 the largest VOLUNTEER army …
Before WATCHING the video I would like to say THERE IS NO SUCH THING AS INDIAN!! My grandfathers (both sides) were ww1 vetw and decorated ww2 vets. For ww1 and ww2 the largest VOLUNTEER army in WORLD HISTORY was from "India" ( created in 1947). Parts of the Ahghani mountains and Tajikstan were taken and Gurjrati Muslims were given Panjab and Gujrati Hindus the other. On the north of steeles ave from Kipling to airport Rd there was NOTHING but some farms. After over 100 YEARS IN THE NATION the Sikhs and serving in BOTH WW1 and WW2 bought the first houses and businesses in the 90's. There are about 800,000 Panjabi's in Canada vs about 2 milliom Chinese. In the 90's, when Springdale was built, Gujrati people moved to Canada influx. The character of Kumar from Harold and Kumar go to white castle, rishi Sunak, kash Patel, the people rubbing cow manure on them and other setero type are Gujrati. The Sikh religion are AGINST conversation of ANY KING. If you are Christian, the Sikh religion says to be the best Christian as possible! Ben Sapiro, the Jew, as said and his people believe that Jesus was a jealot and is burning in hell in hot feces, SEMAN, and urine. In the 90's the government of Canada STOPPED allowing Panjabi farmers to come to Canada and made way for the Gujrati HINDUS. Over 100 YEARS the Sikh, Muslim and Hindus have been in Canada and NEVER asked for special treatment. Springdale was build and FIRST SETTLED by Panjabi's, who have been in nation for over 100 years. In 1947 "India" was created, again, and parts of Afghanistan and Tajikstan was taken and created Pakistan. Where is the homeland of Panjabi people? Your grandfathers are ROLLING in their graves because of the disrespect of the Panjabi people! Go look up Sikhs in ww1 and ww2. There were 2 Sikh and Anglo-Saxson wars and Panjab was the HARDEST and LONGEST land to take (which was through betrayal and NOT battle - another story). (Stoping here - because you are retarded)
Identity Attack0.39966375
Insult0.2435641
Profanity0.16357292
Threat0.058503386
Severe Toxicity0.02604016
Moderate 0.37751234 Constructive 0.638
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
More people need to speak up and share these videos! Sign petitions etc! This has to stop, you know how frustrating it is when people cant read or speak or understand english! Rent is more …
More people need to speak up and share these videos! Sign petitions etc! This has to stop, you know how frustrating it is when people cant read or speak or understand english! Rent is more than half of your pay. Of course everyone is in debt. We need to eat and feed our kids and pets etc it’s disgusting! I am in alberta we use to be one of the more affordable cities. Not anymore we have caught up with others rent etc is ridiculous! Also I’m sorry to stay here and be here as a new Canadian learn english speak it read it correctly or go home!! STOP LETTING PEOPLE IN FOR 1 YEAR! See what happens! #fixcanada #rentcaps #lowercosts
Identity Attack0.078392304
Insult0.40189892
Profanity0.09066332
Threat0.008311004
Severe Toxicity0.012207031
Moderate 0.37751234 Constructive 0.786
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I think there are many in this Country that are presently quite deluded. Here in BC they interviewed people on the News about what they thought was "important" and some said "Arts & Culture" and …
I think there are many in this Country that are presently quite deluded. Here in BC they interviewed people on the News about what they thought was "important" and some said "Arts & Culture" and others said "Climate change" and another said " education"! But NO, NO the MOST Important is THE COST OF HOUSING & GROCERIES! 😢 WHEN are the AIRHEADS GOING TO WAKE UP???!!!
Identity Attack0.030433474
Insult0.4125297
Profanity0.12551236
Threat0.009566744
Severe Toxicity0.012833111
Moderate 0.37751234 Constructive 0.563 Economic_Argument
Feb 17, 2026 12 likes LILLEY UNLEASHED: The fall of …
This video sounds very racist, I grew up here since 1989. The video is a bit extreme, but there is definitely a lack of assimilation. But the same goes for the native communities, we just …
This video sounds very racist, I grew up here since 1989. The video is a bit extreme, but there is definitely a lack of assimilation. But the same goes for the native communities, we just put them in the middle of nowhere and killed their kids in schools centuries ago. Canadians let them get addicted to drugs and let their communities crumble. Now when a community shows up with a harder WORK ETHIC than the locals, THERE IS A PROBLEM???? Its called Getting on the GRIND. But @6:40 Not all the Kids... but a good portion are TAKING AWAY OUR IDENTITY. I work with some amazing humble guys from India... but the same does not go for the rest.
Identity Attack0.27701542
Insult0.30797598
Profanity0.06395709
Threat0.12536226
Severe Toxicity0.02296847
Moderate 0.37751234 Constructive 0.718 Personal_Narrative
Sep 25, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I live in Brampton. I can go days without meeting a white Canadian. Everyone seems to be Indian, Pakistani or Bangladeshi
I live in Brampton. I can go days without meeting a white Canadian. Everyone seems to be Indian, Pakistani or Bangladeshi
Identity Attack0.46028158
Insult0.15911613
Profanity0.07223598
Threat0.009696201
Severe Toxicity0.017481172
Moderate 0.37751234 Moderate Con 0.452 Identity_Assertion
Feb 20, 2026 2 likes LILLEY UNLEASHED: The fall of …
They made it so we can't have kids, then the gov subsidizes CORPSorations with our money so that CANADIANS don't get hired. D E P O R T. Enough is enough. I know many LEGAL …
They made it so we can't have kids, then the gov subsidizes CORPSorations with our money so that CANADIANS don't get hired. D E P O R T. Enough is enough. I know many LEGAL immigrants, friends, who get the concept of assimilation and why. I'd NEVER go to another country and expect special treatment or rights. This isn't going to end well.
Identity Attack0.25309357
Insult0.40243408
Profanity0.09868695
Threat0.008505191
Severe Toxicity0.013801457
Moderate 0.37751234 Constructive 0.632 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
When are western nations going to stop the mass importation of third worlders? It seems like this is all planned... to destroy our countries...
When are western nations going to stop the mass importation of third worlders? It seems like this is all planned... to destroy our countries...
Identity Attack0.39677486
Insult0.16751462
Profanity0.051932767
Threat0.13815513
Severe Toxicity0.022452017
Moderate 0.37751234 Low Con 0.296 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
All these bon white Europeans gotta go that came here in the last 4 decades
All these bon white Europeans gotta go that came here in the last 4 decades
Identity Attack0.44690517
Insult0.16861114
Profanity0.15371579
Threat0.03407705
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.21 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
2:10 dude spoke truth and it goes for all immigrants and if not assimilate they should go back to
2:10 dude spoke truth and it goes for all immigrants and if not assimilate they should go back to
Identity Attack0.43256098
Insult0.16809943
Profanity0.09518933
Threat0.077831104
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.312 Identity_Assertion
Feb 8, 2026 Inside Canada's Indian Invasion...
We all whites should go to india africa and all the musliam countries and make them better again becaue all those people are takeing tax payers money to not work or to set there familys …
We all whites should go to india africa and all the musliam countries and make them better again becaue all those people are takeing tax payers money to not work or to set there familys up for free
Identity Attack0.44690517
Insult0.123407245
Profanity0.09551262
Threat0.015774792
Severe Toxicity0.020515325
Moderate 0.37751234 Low Con 0.218 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Come to Canada to become Canadian. Come to Canada to remain and turn the area into India - GO HOME!!!!
Come to Canada to become Canadian. Come to Canada to remain and turn the area into India - GO HOME!!!!
Identity Attack0.41975367
Insult0.18604483
Profanity0.028776871
Threat0.012906751
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.152 Identity_Assertion
Feb 16, 2026 Inside Canada's Indian Invasion...
INDIA AND CHINA, SAUDIA ARABIA HAVE BEEN GIVEN FULL NEPOTISM BY THE FEDERAL GOV AND HAVE BEEN GIVEN A HAND UP!!! THEY ALL NEED TO GO!!
INDIA AND CHINA, SAUDIA ARABIA HAVE BEEN GIVEN FULL NEPOTISM BY THE FEDERAL GOV AND HAVE BEEN GIVEN A HAND UP!!! THEY ALL NEED TO GO!!
Identity Attack0.37152436
Insult0.24928534
Profanity0.07255927
Threat0.09623027
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.233
Oct 12, 2025 IRCC Names India in Study …
I’m an immigrant and I hate what’s going on for Canadians. Assimilate or leave.
I’m an immigrant and I hate what’s going on for Canadians. Assimilate or leave.
Identity Attack0.40883094
Insult0.15911613
Profanity0.07643871
Threat0.013321015
Severe Toxicity0.01483436
Moderate 0.37694603 Moderate Con 0.467
Sep 10, 2025 3 likes Why Canadians Are Turning Against …
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking …
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking out, brothers and sisters. You are correct, I am not upset with immigrants per se, but am frustrated with how leaky and inept the government has been with their slack policies. I have been in public parks and watched as non-English speaking immigrants leave their trash littering a park! Where they do not respect personal space. I want to live with people who are interested in being Canadian and respect the cultural values and norms of Canadian citizens, NOT those who plan to come in and take over. Come on, guy who said Muslims are going to take over Canada. How well received do you thing that will be?! I have Muslim and Indian friends and they are not like this idiot.
Identity Attack0.2808415
Insult0.40243408
Profanity0.07482228
Threat0.0077154995
Severe Toxicity0.011444092
Moderate 0.37694603 Constructive 0.852 Policy_Critique
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Jews need to go first
Jews need to go first
Identity Attack0.44690517
Insult0.12159709
Profanity0.13961408
Threat0.02855184
Severe Toxicity0.022193791
Moderate 0.37694603 Low Con 0.209 Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Born here too and yes Canada has changed for the worst I'm not racist either but I do notice there is less jobs and less homes and dirt messy places too! Like Vancouver not the …
Born here too and yes Canada has changed for the worst I'm not racist either but I do notice there is less jobs and less homes and dirt messy places too! Like Vancouver not the island even Burnaby has changed it uses to be peaceful and now it's full of crime and I was born there! I no longer live there and everything has changed my old home gone😢 the beautiful trees gone😢 and like you said the issue with the price hike freaking killing us on disability, my family all adults have to buy noodles which if you have heartburn issues is a no no but it's cheap and the 1 thing we can afford but iits cause us to need the doctor to give us medication for heartburn. The good food like rice is almost 3 dollars a bag in knorrs that gives you 1 meal.. we can't afford that, hence why we go to snack isle because you could get a 3 dollar snack that will last you way longer than the other.. I'm always worrying.
Identity Attack0.21470967
Insult0.344702
Profanity0.21673056
Threat0.038911607
Severe Toxicity0.023076924
Moderate 0.37694603 Constructive 0.876 Personal_Narrative
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
they are fraudulant people even between them, they uses they're own people,enslaving them in there country as well abroad,theyv done same thing in the uk and australia as well germany,,middle east as such dubai and …
they are fraudulant people even between them, they uses they're own people,enslaving them in there country as well abroad,theyv done same thing in the uk and australia as well germany,,middle east as such dubai and others.. the world needs to create a global coalition in order to stop this drama and open an serious investigation of what's going on in there country if it is the 5th largest economy in the world then why they're citizens are fleeing everyday and millions living below the line of poverty!
Identity Attack0.27682206
Insult0.34782293
Profanity0.12727508
Threat0.022853967
Severe Toxicity0.018578632
Moderate 0.37694603 Constructive 0.534
Sep 28, 2025 IRCC Names India in Study …
I think the Liberals policies are destructive and they need to go! They're flushing this nation down the sewer!
I think the Liberals policies are destructive and they need to go! They're flushing this nation down the sewer!
Identity Attack0.16159154
Insult0.34626248
Profanity0.066963166
Threat0.018364733
Severe Toxicity0.008926392
Moderate 0.37576625 Moderate Con 0.362 Policy_Critique
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
The EU's next plan now that they've emptied islamic countries and pumped our lands full of them, is going for Indians. It's already being debated openly.
The EU's next plan now that they've emptied islamic countries and pumped our lands full of them, is going for Indians. It's already being debated openly.
Identity Attack0.46028158
Insult0.15911613
Profanity0.07047026
Threat0.07016479
Severe Toxicity0.023076924
Moderate 0.37576625 Low Con 0.183
Jan 27, 2026 Inside Canada's Indian Invasion...
Not assimilating is an Indian thing everywhere they go.
Not assimilating is an Indian thing everywhere they go.
Identity Attack0.4508763
Insult0.1711343
Profanity0.0913099
Threat0.010731863
Severe Toxicity0.023076924
Moderate 0.37576625 Low Con 0.279
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)

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.