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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: "You don’t see Indians doing …" 305 comments · Page 6 of 13
Indians moved here to see their distant cousins. If ya'll don't like it, ya'll can move back to England and France lol
Indians moved here to see their distant cousins. If ya'll don't like it, ya'll can move back to England and France lol
Identity Attack0.3817989
Insult0.15698463
Profanity0.12220735
Threat0.012596053
Severe Toxicity0.01806218
Moderate 0.3389984 Moderate Con 0.389 Humor_Satire
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
Wow, what hatred towards Indians!! I only see it spiraling into something very unpleasant in the near future. We can't blame the locals either!
Wow, what hatred towards Indians!! I only see it spiraling into something very unpleasant in the near future. We can't blame the locals either!
Identity Attack0.3817989
Insult0.15769513
Profanity0.07514556
Threat0.011249693
Severe Toxicity0.01322045
Moderate 0.3389984 Constructive 0.53 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Did I see the auto rikshaw 😂😂😂😂 gosh. These Indians
Did I see the auto rikshaw 😂😂😂😂 gosh. These Indians
Identity Attack0.38223284
Insult0.16839184
Profanity0.19893537
Threat0.039256934
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.239 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler walking into a Brampton Tim Hortons surprised to see no whites, Brampton or not, every single Tim Hortons is full of Indians.
Tyler walking into a Brampton Tim Hortons surprised to see no whites, Brampton or not, every single Tim Hortons is full of Indians.
Identity Attack0.39870077
Insult0.16124763
Profanity0.094219476
Threat0.0115345
Severe Toxicity0.015415368
Moderate 0.33836752 Moderate Con 0.38 Identity_Assertion
Jan 27, 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)
every where i go in my city is Indians with all the jobs i can't get a new job here at all can't even get any calls. my old job i was Team Leader at …
every where i go in my city is Indians with all the jobs i can't get a new job here at all can't even get any calls. my old job i was Team Leader at a Dollarama, with almost 3 years of experience and can't even get a job doing same stuff that i have alot of experience with. that Dollarama is right next to my house, i go there to get stuff all the time and guess what that entire staff is Indian. there is like 5 or 6 of them and 3 none Indians who are old co workers of mine. the Manager is Indian too and all i see when it's new hires is yup you guessed it a new Indian hire.
Identity Attack0.38826546
Insult0.17361937
Profanity0.18417911
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.3375374 Constructive 0.667
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
You don’t see Indians doing street takeovers You don’t see Indians selling crack You don’t see Indians being violent You don’t see Indians running from the cops I think if we’re gonna have to deal …
You don’t see Indians doing street takeovers You don’t see Indians selling crack You don’t see Indians being violent You don’t see Indians running from the cops I think if we’re gonna have to deal with some immigration, the Indians aren’t the biggest problem
Identity Attack0.38699543
Insult0.16124763
Profanity0.10549548
Threat0.060443077
Severe Toxicity0.022064678
Moderate 0.3367073 Moderate Con 0.335 Comparative_Framing
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
Yeah it was jagmeet singh zero doubt he was the enabler trudeau needed his support see what happens when you get an indian into parliament espeically leadership role in ndp. I see his smug face …
Yeah it was jagmeet singh zero doubt he was the enabler trudeau needed his support see what happens when you get an indian into parliament espeically leadership role in ndp. I see his smug face when being called out by people so obvious
Identity Attack0.104676254
Insult0.36798462
Profanity0.029888187
Threat0.009540852
Severe Toxicity0.0065231323
Moderate 0.33587718 Moderate Con 0.44 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s funny how so many Indians in that town are tired of seeing other Indians 😂. It’s a good sign honestly. Shows that many of them come to live with white people as opposed to …
It’s funny how so many Indians in that town are tired of seeing other Indians 😂. It’s a good sign honestly. Shows that many of them come to live with white people as opposed to making it like their home country
Identity Attack0.3908055
Insult0.1342682
Profanity0.11663672
Threat0.011172019
Severe Toxicity0.016577384
Moderate 0.33421695 Moderate Con 0.472 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
I'm with the guy in the vest...I can deal with an Indian invasion over Muslim/African any day! We've had a huge Indian influx in our area and though they usually group together, they at last …
I'm with the guy in the vest...I can deal with an Indian invasion over Muslim/African any day! We've had a huge Indian influx in our area and though they usually group together, they at last largely assimilate even if their yards don't say it! Not to mention do this same interview in a largely Muslim area and see how the people react if you don't have a body guard!
Identity Attack0.40713623
Insult0.11464815
Profanity0.08549073
Threat0.043309137
Severe Toxicity0.018320406
Moderate 0.33255672 Constructive 0.763 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Awful to see my Canada falling to Indian standards. Go back to India all of you. Canada is shifting and you will be met with resistance. Our generosity is no more.
Awful to see my Canada falling to Indian standards. Go back to India all of you. Canada is shifting and you will be met with resistance. Our generosity is no more.
Identity Attack0.3802808
Insult0.22770336
Profanity0.026590679
Threat0.0091524795
Severe Toxicity0.0118255615
Moderate 0.33255672 Moderate Con 0.346
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Even Indian Canadians that were born here don't want these immigrants. When people from their own ethnicity don't want them here, that says a lot. As someone who spent years working in public maintenance and …
Even Indian Canadians that were born here don't want these immigrants. When people from their own ethnicity don't want them here, that says a lot. As someone who spent years working in public maintenance and sanitation, I know first-hand who the least hygienic people are, and there is no contest. Indians are at the top of that list. Remember that the next time you see them handling your food.
Identity Attack0.39870077
Insult0.16124763
Profanity0.020851927
Threat0.009100696
Severe Toxicity0.011444092
Moderate 0.3308965 Constructive 0.668 Unverified_Claim
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
This is going to sound super cruel but in American its just as bad, over the last 8 years over 30 family owned businesses or small restaurants have been taken over and bought out by …
This is going to sound super cruel but in American its just as bad, over the last 8 years over 30 family owned businesses or small restaurants have been taken over and bought out by Indian people in my area alone, the food quality dips, quality in general dips, they're rude, they get mad if THEY mess up at you which is super disrespectful. I come from a Hispanic culture do be respectful to other human beings if you enter another person's country. Your laws no longer apply here and people who are foreign seem to think that is not the case. I hate seeing local grocery stores get bought out because nothing feels the same. Its not a community anymore its an infestation of rude, self centered obnoxious foreigners who treat everyone like crap because they're miserable. Many don't last because American's aren't going to go to a place that isn't really local anymore its not the same faces they're used to its a cheap old Indian man who is too lazy to fix anything and gets mad when you order too much and by too much like 4 things....
Identity Attack0.35948995
Insult0.19734058
Profanity0.16915557
Threat0.018019408
Severe Toxicity0.01825585
Moderate 0.3302291 Constructive 0.729 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I walked into a house that I wanted to lease. It was of course rented by Indians and some were still living in there. The owner wanted almost $4k per month. The moment I stepped …
I walked into a house that I wanted to lease. It was of course rented by Indians and some were still living in there. The owner wanted almost $4k per month. The moment I stepped foot inside the house, the stench was so powerful that it nearly made me vomit. I initially thought it was just the entrance, it got progressively worse the further in I went. Bathrooms were unclean, there were stains all over the walls, rotten food around, dirty shoes and clothes thrown all around, damage to just about every corner inside of the house ... I walked out. The next day, I went to see another house on the other side of the city, thinking it's more on the outskirts and it looked slightly better on the outside, same exact situation and I was ironically asked if I was "Indian because I can get a discount on the rent", I walked out. The blatant racism and disrespect was nauseating. I was raised that it's not permissible to exit out of your house dirty let alone not cleaning up after yourself. I was raised to be fluent in both official languages. I'm not seeing any of these norms happening anymore... if anything, it's the complete opposite.
Identity Attack0.32768643
Insult0.24835461
Profanity0.25275812
Threat0.039256934
Severe Toxicity0.023076924
Moderate 0.3302291 Constructive 0.74
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny …
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny is real but i wouldn't dare leave my country. there are ways to live happily here i am sure for some it might not be as such and they chose to live abroad that's their decision i have nothing to say there. but you have to also understand India houses 1.47 billion population. 1 out of 300 people are able to get in canada but since the size pool is bigger that tries for it the number sky rocket as well. i have no remarks against india not against the canadian who have lived there for generations. in my eyes they both are right and it's government that should do something about it. i can totally understand the perspective of white canadians if all they see is a chruch that was turned into a hindu temple.
Identity Attack0.15303208
Insult0.23237456
Profanity0.2453505
Threat0.02181799
Severe Toxicity0.017416617
Moderate 0.3302291 Constructive 0.82
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian population is about 1/3 in the UAE, but why you don't see these problems there? I would like to see what the UAE government do if these Indian try to push their Indian culture …
Indian population is about 1/3 in the UAE, but why you don't see these problems there? I would like to see what the UAE government do if these Indian try to push their Indian culture there. Lol... jail or sent home. We need real laws.
Identity Attack0.3817989
Insult0.15769513
Profanity0.06395709
Threat0.04686524
Severe Toxicity0.015867263
Moderate 0.32971194 Constructive 0.546
Sep 6, 2025 2 likes Why Canadians Are Turning Against …
My daughter who is born Canada cannot finda job in Mcdonald because most of this fast food restaurant hire Indians. Any store I go like walnart, a&w tim hortons. You only see Indian workers.
My daughter who is born Canada cannot finda job in Mcdonald because most of this fast food restaurant hire Indians. Any store I go like walnart, a&w tim hortons. You only see Indian workers.
Identity Attack0.41052565
Insult0.12521741
Profanity0.027820412
Threat0.007586042
Severe Toxicity0.010070801
Moderate 0.32919475 Constructive 0.589 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
The thing about India is they only focus on white collar work and this is enforced in their culture and education system. This country of ~1.45 BILLION people (India) vs a population of ~41.3 million …
The thing about India is they only focus on white collar work and this is enforced in their culture and education system. This country of ~1.45 BILLION people (India) vs a population of ~41.3 million people (Canada) looks at white collar work as the only respectable work, sometimes because of their caste system. That's why a lot of poor Indians bathe in contaminated waste water and you see garbage all over the streets. Yet India has some remarkable engineers and mathematicians out of the human species and their billionaires living ~100 meters from the poorest. Second, Indians worship bartering or negotiating for everything even with a set price. saw a group of Indians upset with the price of entry in apple orchard and start arguing with the cashier trying to negotiate the price (my most recent experience). It's just a very different culture that only wants their own from education to even marriage. It's not gonna work with Western values
Identity Attack0.36733335
Insult0.25602314
Profanity0.0741757
Threat0.007832011
Severe Toxicity0.012574885
Moderate 0.3286776 Constructive 0.741
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
bro to be honest with u as an Indian most of them even don't know what is civic sense , if u go to Delhi u see more horrible roads and worst bad driving peoples …
bro to be honest with u as an Indian most of them even don't know what is civic sense , if u go to Delhi u see more horrible roads and worst bad driving peoples and also they export that culture across the globe.
Identity Attack0.36733335
Insult0.2679134
Profanity0.10735235
Threat0.023371955
Severe Toxicity0.019095084
Moderate 0.3281604 Constructive 0.504 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick off the hindu nationalidt govt in power). I know some folks, including my neighbour, who immigrated to Canada right after high School — they take services of immigration agents who have contacts with diploma mills there, get a student visa citing enrollment in a sham educational degree, join a minimum wage job and rig the whole process to attain PR & then citizenship — essentially giving low skilled, poorly assimilated labour the citizenship in Canada under guise of skilled or educated immigration. Even as an Indian, the whole situation is insane and astounding to say the least. Hindu Nationalism has spread its roots & conducts marches in Canada within the Indian Hindu areas like they do here in India and people have started performing river aartis as well (communal prayers to worship rivers) — all kinds of pernicious identitarianism is festering there. A ton of Indian immigrants now see Canada merely as a source to better life & resources, but relate to, & are patriotic towards India or assert their rawer religious Sikh or Hindu identity due to lack of any assimilatory pressure & absence of a well defined Canadian identity. Funniest part is Indians, esp Hindus, who vote for hindu nationalists ushering majoritarian policies in India, cheer for persecution of minorities and justify caste system, suddenly co-opt liberalism & decietfully use its talking points to defend their position as a minority in places they migrate to (they do not believe in so, and don't apply the same standards to themselves). If you wish to blame someone, blame the govt of Canada and its elites. At the end of the day, they wanted cheap manual labour, and opened the gates without much consideration.
Identity Attack0.3817989
Insult0.1935001
Profanity0.04141149
Threat0.12536226
Severe Toxicity0.01644827
Moderate 0.32764325 Constructive 0.694 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians on top 🔝 yes of course we can see that ! Canada has been abused!
Indians on top 🔝 yes of course we can see that ! Canada has been abused!
Identity Attack0.36702603
Insult0.14331897
Profanity0.054938845
Threat0.014393489
Severe Toxicity0.011138916
Moderate 0.3234372 Moderate Con 0.341
Oct 12, 2025 IRCC Names India in Study …
All I see is European immigrants mad at Indian immigrants. Somebody tell them they aren't from the land neither 🤷🏾
All I see is European immigrants mad at Indian immigrants. Somebody tell them they aren't from the land neither 🤷🏾
Identity Attack0.38230872
Insult0.14331897
Profanity0.078378424
Threat0.00951496
Severe Toxicity0.012054443
Moderate 0.3234372 Low Con 0.276 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I see why drake looks like a Indian now 😂
I see why drake looks like a Indian now 😂
Identity Attack0.36702603
Insult0.15911613
Profanity0.10920923
Threat0.009747985
Severe Toxicity0.01683561
Moderate 0.32128486 Moderate Con 0.329
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
For the love of god please fix this. I am an Indian immigrant here since I was 5 and a citizen since I was 12 and my husband is white and we both see the …
For the love of god please fix this. I am an Indian immigrant here since I was 5 and a citizen since I was 12 and my husband is white and we both see the hate rising. You have flood the country with unqualified and uneducated student immigrants and it’s making the rest of us who have been here 40 years scared. Immigration should be a mechanism that is used with high level discretion and sparingly not a replacement mechanism that fuels fear, hate, repulsion. 😟
Identity Attack0.32768643
Insult0.17610447
Profanity0.029596692
Threat0.009722093
Severe Toxicity0.010375977
Moderate 0.32074678 Constructive 0.743 Personal_Narrative
Sep 28, 2025 1 likes IRCC Names India in Study …
This mass immigration is deliberate and if you follow global politics you will see this isn’t just happening in Canada. It’s happening in the UK FRANCE GERMANY IRELAND SCOTLAND AUSTRALIA NEW ZEALAND POLAND HUNGARY BRUSSELS …
This mass immigration is deliberate and if you follow global politics you will see this isn’t just happening in Canada. It’s happening in the UK FRANCE GERMANY IRELAND SCOTLAND AUSTRALIA NEW ZEALAND POLAND HUNGARY BRUSSELS SPAIN ITALY PORTUGAL some of the above nations have woken up and have said enough. Both Poland and Hungary have said enough. Now the EU is calling them racists. It’s all Indian or Muslim immigration. They don’t immigrate for a better life it’s to take over and it’s millions of fighting g age men too. Our countries are setting up for award, civil wars. France just issued a memo to hospitals to get ready for military mass casualties that will start within 12 months from now. These globalists have been planning this great reset and new world order for many decades. I stared investigating these wicked globalists over a decade ago now. I have all evidence and receipts saved. How do you implode a nation, crash an economy, make citizens reliant on govt for everything… why bring in millions of immigrants and put their needs first. You can go to any city or town in Canada now. It’s hard to find a Canadian working. In Canada we have foreign workers programs that allows businesses to hire foreigners and the liberal federal govt pays 1/3 of these foreigners salaries. So of course any business like retail or restaurant’s biggest overhead is labour costs so if they can save like $6.00 an hour on every employee why wouldn’t they opt in for that. I also did a very deep dive into the voters in Canada. At least 4.5 million out of the 8.5 million voted the Carney liberals got in April 2025 were immigrant votes. That’s why Carney and liberals pander to the gigantic Muslim population in Canada. Muslims, Chinese, Indians from India, Ukrainians, Filipinos they all pretty much vote liberal. There weee over 100 Muslim groups that told their Muslim community to only vote for candidates that support Gaza Muslims and Palestinians. How is that not election interference. We know the Chinese directly interfere in our elections by threatening Chinese Canadians to vote liberal or their families in China will be harmed or they will be harmed inside Canada. In June Carney said Muslim values are Canadian values. Either this clown has no idea how radical Islam is or he knows and just panders for votes. Liberal cabinet ministers Anita Anand and Melanie Joly they both openly campaigned saying they must support Palestine because they both have large Muslim populations in their respective ridings. Over half of the liberal voter base is foreign now. I started in 2019 telling the federal conservatives look the liberals are importing new liberal voters. The party needs a strategy to win over the immigrant vote. I proposed hiring a team of individuals from the Muslim community, Chinese community etc to brainstorm on how to get their message across that if your an immigrant your best to vote conservative because the liberals don’t care about them they just want their vote. Show them how they may never own a home, how their kids will be worse off than them. That buy bringing in about 2 million more immigrants a year it is causing inflation and the affordability crisis. I believe if you can show these immigrant communities the truth they may consider voting conservative. Bit of the conservatives refuse to pivot we will never see another federal conservative govt in our lifetimes. It’s not racist it’s the truth. We need a foreign registry act to kick out foreign entities that harass bully and threaten immigrants in Canada to bend the knee or else. If we have 100 Islamic groups telling their community it’s yo only vote one way charge them with election interference. We need electoral reform badly in Canada. We need to end all immigration to Canada for at least 5 years maybe even 10. We need to deport those here illegally. No more fake asylum claims. This country can still be saved but we need immigrants on board to help save it. We need to remove broadcasting licenses of mainstream media networks that lie and bash conservatives. That’s deliberate political interference. It’s time we enforce the law. No more hate speech or hate crimes against any community especially the Jews. Deport these ppl back to Gaza if they are here on visas or revoke their citizenship and send them packing. We need ICE in Canada like they have in America. It’s long over due. If we get a hold of our borders and we stop the drugs we would have a new trade deal with Trump tomorrow. Carney doesn’t want that because it’s all he has to fear monger ppl oh bad Trump me Tarzan me good bad orange man. Haven’t you had enough now Canada? Wake up before it’s too late for anyone to save this country.
Identity Attack0.3802808
Insult0.16766082
Profanity0.035900343
Threat0.011586283
Severe Toxicity0.012833111
Moderate 0.32074678 Constructive 0.679 Unverified_Claim
Sep 10, 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.