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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

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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 #}

Comment Explorer

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Active: "Too local 😭" 211 comments · Page 3 of 9
I wonder what the real natives feel when the so called local becomes the majority. The difference between "local" and Indian immigrants is that indians didnt k*ll the natives.
I wonder what the real natives feel when the so called local becomes the majority. The difference between "local" and Indian immigrants is that indians didnt k*ll the natives.
Identity Attack0.3817989
Insult0.13245803
Profanity0.19278693
Threat0.13815513
Severe Toxicity0.01806218
Moderate 0.32764325 Moderate Con 0.462 Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
The local drunk is the most sober he's ever been everyone quick celebrate.
The local drunk is the most sober he's ever been everyone quick celebrate.
Identity Attack0.020781586
Insult0.34782293
Profanity0.040158957
Threat0.008090926
Severe Toxicity0.005645752
Moderate 0.3260917 Moderate Con 0.369
Jan 8, 2026 Deportations From Canada at Their …
*Locals* who? *White Europeans* 😂😂
*Locals* who? *White Europeans* 😂😂
Identity Attack0.37432748
Insult0.076502606
Profanity0.10797132
Threat0.010809537
Severe Toxicity0.015996376
Moderate 0.31963667 Low Con 0.224 Humor_Satire
Dec 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
lol no fatso these are not the upper class Indians. These are farmers and other lower-class people that escape India and go to Canada. The upper-class Indians are either in India or in the US …
lol no fatso these are not the upper class Indians. These are farmers and other lower-class people that escape India and go to Canada. The upper-class Indians are either in India or in the US because that's where they go with their college degrees to make money. But Canada is very lucky to even have these people. What most people around the world do not understand is that without immigration, countries like Canada have negative population growth, and their economies would collapse. There would not be anybody to work in Tim Hortons or any service positions at anywhere near reasonable prices. Indians do not try to actively change the local culture like Muslims do which our fatso also noted and they do not go on welfare. All of them add to the economy. Which Fatso I'm sure is also doing just like them as he delivers Uber Eats or whatever it is to them as they do the more complicated work. Let's just hope the bike doesn't give in before the next delivery. The Indians need their curry delivered.
Identity Attack0.29798782
Insult0.24767025
Profanity0.08807703
Threat0.008259222
Severe Toxicity0.0125103295
Moderate 0.31825066 Constructive 0.768 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and …
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and some opinions on the internet suck: The good: Cultural integration IS possible (the Indian families are more into hockey than the white families where I live), tons of cross-cultural friendships, beautiful blend of cultural celebrations, top achievers are almost always second-generation immigrants, kids are growing up to love their parents' culture while also loving Canada's, many fantastic families who engage their children well and raise them very respectfully, religious temples that will feed an amazing meal to ANYBODY who walks into them (as long as you cover your hair), low rates of family trauma (drugs, abuse, divorce, etc.), families that take care of their elders The rough: Not all families are interested in being Canadian (some families just send their kids to Indian speaking private schools, live in Indian areas, and only seem to practice Indian ways of life - what's even the point?), many Indian families retreated into their home-lives during Covid which removed their children from integration opportunities, a very small percentage of the families are absolutely TERRIBLE at parenting and treat their sons and daughters with different levels of respect, multi-family households pay a single property tax which makes the contribution per taxpayer much smaller (while social benefits are equal to anybody else), some crime such as extortion and gang activity has been imported into the country, some individuals' disregard for rules and laws (setting fireworks on Diwali in the middle of a dry, grassy field is just plain stupid), some Indian communities seem to vote blindly for their own ilk during local elections without any regard for policy or experience, LMIA immigration program has been corrupted by the nepotism of bad actors and the greed of large corporations (wages can be federally subsidized which makes it cheaper to hire immigrants than the 16 year old down the street). Many of these families were simply making good choices for their own family, so don't blame the people themselves for this - blame the government that allowed it to fester unsustainably. I'll continue to stick up for the majority of these beautiful families though - haters be darned! Watching these kids grow up gives me some hope for humanity!
Identity Attack0.2964622
Insult0.21368977
Profanity0.25915453
Threat0.008272167
Severe Toxicity0.01644827
Moderate 0.31825066 Constructive 0.786 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
They come into our country under fake student visas, they just don't go to their classes. then work and steal our jobs and take up the affordable housing. The temporary worker program, which was mainly …
They come into our country under fake student visas, they just don't go to their classes. then work and steal our jobs and take up the affordable housing. The temporary worker program, which was mainly for farmers and other rural area businesses for the specific business they flew here for. They just get fired and work somewhere else, illegally and stay illegally. They come in by the thousands and congest our economy, traffic and housing market. Local youths can't find jobs. They just take the money they make and go back to India with it. They DO NOT assimilate to our culture and take over restaurants to the point where it feels like we're being forced to assimilate to them. Trust me, the things I see them do in the kitchen.... it won't be long until we all die of E. coli
Identity Attack0.23694818
Insult0.25007802
Profanity0.044668075
Threat0.014911477
Severe Toxicity0.013995127
Moderate 0.31132057 Constructive 0.717 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
As an Indian living in India, i feel so sad about the Canadian people who have suffered because of few dishonest Indians or asians who wont pay proper taxes, who wont mingle with local people, …
As an Indian living in India, i feel so sad about the Canadian people who have suffered because of few dishonest Indians or asians who wont pay proper taxes, who wont mingle with local people, or those who abuse the proper systems that the people back have built from long time.. Anybody who goes as an immigrant should live with the people there with great respect to the culture they have built on that land.. Hope the local people will get some justice 🙏🙁
Identity Attack0.37082586
Insult0.24493282
Profanity0.024131214
Threat0.007624879
Severe Toxicity0.010147095
Moderate 0.31132057 Constructive 0.717
Nov 28, 2025 34 likes Inside Canada's Indian Metropolis (Brampton)
Honestly, the only problem I see here…. is Tyler. The dude is constantly “investigating” people of color and exposing their “wrongdoings”. Why aren’t there videos of him exposing white people taking over Bali, Mexico City, …
Honestly, the only problem I see here…. is Tyler. The dude is constantly “investigating” people of color and exposing their “wrongdoings”. Why aren’t there videos of him exposing white people taking over Bali, Mexico City, Costa Rica and the issues it causes for the locals who cant afford their rent anymore? Why not investigate what really happened to our food prices when the tariffs were implemented? Or how corporate profits are at all time highs when the middle class is struggling. Or maybe expose the real data behind the ICE arrests and how 70%+ of those being captured/deported have never committed a crime in the US… His videos re-enforce a narrative that is incredibly toxic and dangerous for the United States and world as a whole. Let me set this straight, immigration isn’t inherently a bad thing, people of color aren’t the only ones that do wrong things, do your own independent research and stop watching this guys videos.
Identity Attack0.32184324
Insult0.17486192
Profanity0.035148825
Threat0.009618527
Severe Toxicity0.008964539
Moderate 0.30854854 Constructive 0.681 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Not just brown town in Brampton it’s all over. Worst thing man is they are training ppl in Punjab at the local stores. Train ppl in English or French it’s Canada. I find it ignorant …
Not just brown town in Brampton it’s all over. Worst thing man is they are training ppl in Punjab at the local stores. Train ppl in English or French it’s Canada. I find it ignorant to train ppl in a language that Canadians don’t use. I go into Tim Hortons in a small town and they barely know English. Ask for cream get sugar everytime man. the culture sometimes is rude and short with ppl. Too many apartments and rentals are putting student immigrants first instead of Canada students. The driving is unreal saw immigrants driving in the middle of the road!! Like wtf. It’s out of control.
Identity Attack0.18705739
Insult0.27763805
Profanity0.04667213
Threat0.007883795
Severe Toxicity0.007019043
Moderate 0.30502358 Constructive 0.661 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Craziest things looks there are thousands graduates from local citizen colleges, for example community support worker in social services but nobody's hiring them because they're only sponsored when they hire temporary workers for their Non …
Craziest things looks there are thousands graduates from local citizen colleges, for example community support worker in social services but nobody's hiring them because they're only sponsored when they hire temporary workers for their Non prifit company, then the citizens community services workers with 34 thousands debts contribute the salaries instead of getting those jobs ,omg,crazyy, judt check only community support worker position graduates citizens vs temporary workers ratios on employment, needs to change please, sincerely
Identity Attack0.010433395
Insult0.2838064
Profanity0.08064143
Threat0.0074954215
Severe Toxicity0.006828308
Moderate 0.3048984 Constructive 0.817 Economic_Argument
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Oh, I would like to see a local citizen to replace her in her job! And she can go back to her country!!!!!
Oh, I would like to see a local citizen to replace her in her job! And she can go back to her country!!!!!
Identity Attack0.19693321
Insult0.1342682
Profanity0.020646973
Threat0.021300001
Severe Toxicity0.010910034
Moderate 0.30439767 Moderate Con 0.381 Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
The problem lies in letting too many people in in a very short space of time because when this is (intentionally) done foreigners do nkt mix with the local culture, instead using only what they …
The problem lies in letting too many people in in a very short space of time because when this is (intentionally) done foreigners do nkt mix with the local culture, instead using only what they are used to from back home. Khalistani Sikhs are the equivalent of, for example, zionjst Jews, extremist muslims, etc: they shout the loudest, but are the minority from thise communities and definitely not loved by said communities. From a (corrupt) government point of view this is the perfect storm.
Identity Attack0.316
Insult0.20901857
Profanity0.0569429
Threat0.011379151
Severe Toxicity0.010375977
Moderate 0.30427247 Moderate Con 0.471 Policy_Critique
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
Lol Brampton come over a bit to Belleville! There 4 to 1 here the town's locals are pushed out of work there homes its wacked. The town over the bay Picton has a Tim Hortons …
Lol Brampton come over a bit to Belleville! There 4 to 1 here the town's locals are pushed out of work there homes its wacked. The town over the bay Picton has a Tim Hortons under investigation for firing locals and only hiring east Indians. Hey I'm down for helping people in need like refugees but wene the government is putting everything and everyone before Canadians there a big F-ing problem
Identity Attack0.17925262
Insult0.17734702
Profanity0.25824076
Threat0.01052473
Severe Toxicity0.013736901
Moderate 0.30319387 Constructive 0.691 Fear_Threat
Mar 1, 2026 Inside Canada's Indian Invasion...
8:52 irony is that he is walking naked on the street and calling out on people walking naked at home. :). On a serious note, this is the same concern in UK. I was in …
8:52 irony is that he is walking naked on the street and calling out on people walking naked at home. :). On a serious note, this is the same concern in UK. I was in UK for 4 years and the reason I came back to India is there are just so many immigrants that locals their have developed an anti immigrants sentiment . You don't want to live in a place just for a bit more money where you don't feel you belong. I believe people should be free to go and work in any country but through legal channels and respect that country's culture and try to integrate
Identity Attack0.23998553
Insult0.123407245
Profanity0.1612468
Threat0.021472665
Severe Toxicity0.015673593
Moderate 0.30319387 Constructive 0.842 Personal_Narrative
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
I read a case a week ago where a small town timmies got bought out by an Indian family who proceeded to kick out the local workers to make way for their family/friends. These people …
I read a case a week ago where a small town timmies got bought out by an Indian family who proceeded to kick out the local workers to make way for their family/friends. These people often are outright nepotists.
Identity Attack0.2803029
Insult0.24630153
Profanity0.049678206
Threat0.034422375
Severe Toxicity0.008621216
Low Tox 0.29953843 Constructive 0.553 Unverified_Claim
Nov 13, 2025 Inside Canada's Indian Metropolis (Brampton)
I went to a shopper drug store in Brampton at Queen and Kenny over the summer. It was extremely dirty. It looked like a garbage truck dumped it load all over theparkinglot. Locals walked through …
I went to a shopper drug store in Brampton at Queen and Kenny over the summer. It was extremely dirty. It looked like a garbage truck dumped it load all over theparkinglot. Locals walked through it like it was a normal thing. I just hope they don't take over Georgetown and ruin it too. 😢
Identity Attack0.0091384705
Insult0.26957804
Profanity0.047173142
Threat0.009204263
Severe Toxicity0.005531311
Low Tox 0.28674445 Constructive 0.71 Fear_Threat
Sep 20, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats …
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats from the north (3) If immigrants didn't buy our inflated GTA houses from us then we might not have had the Golden Retirements (4) The Dutch in South Africa lost their colony because they didn't have adequate immigrants to help them hold the massive land they captured (5) When someone is uprooted and brought here, they work 150 % than the lazy locals to reestablish their lives this is a fact supported by various economic studies and this is what becomes the engine propelling the country's economic growth (6) When the Chinese came from Hong Kong the locals blamed the Chinese for everything. When the Italians out grew locals in Woodbridge the locals blamed them for everything and called them as Mafia . Now you guys are painting the same thing on to Brown People .This is hypocrisy and not a fact !!! ALL OF YOU ARE SETTLER DESENDANTS OR IMMIGRANTS IN CANADA UNLESS YOU ARE A NATIVE MIND THAT !!! and be grateful for this beautiful world and the life you have . Another fact is Second world war was won by English & Allies using massive African and Indian armies. So the freedom we enjoy today in Canada was helped by African and Indian soldiers as well !!! The English simply don't have the numbers win by themselves . BE GREATFUL AND LOVE THIS COUNTRY AND IT'S DIVERSITY PERIOD !!! BELOW IS A SAMPLE OF WHAT IMMIGRANTS ARE DOING TO HELP THE ANGLOSAXONS : Immigrant Oppenheimer - Enabled America win Second World War Immigrant Frank Stronach - Founded Magna Corp Immigrant Andrew Carnegie - Founded United Steel Immigrant Albert Einstein - Enabled America win Second World War Immigrant Shiva Ayyadurai- Invented Email Kevin O'Leary - Irish / Lebanese immigrant Elon Musk- South African immigrant AMERICA RUNS ON IMMIGRANT POWER !!! BE GREATFUL !!!
Identity Attack0.28034934
Insult0.1378885
Profanity0.10549548
Threat0.02682521
Severe Toxicity0.015350811
Low Tox 0.2855005 Constructive 0.716 Moral_Argument
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The huge issue is that most white people have got advantage of centuries of colonisation of african, asian countries and they never ever want to talk about it. Now when they bring globalisation and get …
The huge issue is that most white people have got advantage of centuries of colonisation of african, asian countries and they never ever want to talk about it. Now when they bring globalisation and get people from developing countries, they have their first world complaints like crowding, driving problems... Before colonization, Many asian countries were richest and most advanced in their public systems of sewage, trade, education.. So how did these countries became developing nations now?? Centuries of colonization where wealth was stolen, people were made to be slaves, mass genocides, destruction of local industries, education system, all of these pulled the countries down. So white people if you cannot adjust to a little overcrowding, culture differences... Then pay back reparations to all former colonies with interest and none of the people from these countries will come into your country
Identity Attack0.35299334
Insult0.10440776
Profanity0.075792134
Threat0.0101363575
Severe Toxicity0.011138916
Low Tox 0.2854835 Constructive 0.617 Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
Talk about the government ffs, stop using Indians as scapegoats. Its well documented any group, even westerners, dont assimialte easily to other countries. One thing to note is that Indians already know English so they …
Talk about the government ffs, stop using Indians as scapegoats. Its well documented any group, even westerners, dont assimialte easily to other countries. One thing to note is that Indians already know English so they dont have to assimialte to a local English accent compared to a Spanish/Japanese/Korean counterpart etc.
Identity Attack0.2949366
Insult0.16053712
Profanity0.09486605
Threat0.008686432
Severe Toxicity0.009765625
Low Tox 0.28547668 Constructive 0.555 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I'll tell you..it completely reversed any convenient food I might occasionally purchase to zero.. goods bought is only in local storesthat hire locals. That said canadians have more in common with Indians than Muslims..by far.
I'll tell you..it completely reversed any convenient food I might occasionally purchase to zero.. goods bought is only in local storesthat hire locals. That said canadians have more in common with Indians than Muslims..by far.
Identity Attack0.381025
Insult0.0808917
Profanity0.019348921
Threat0.006757513
Severe Toxicity0.007095337
Low Tox 0.2853768 Constructive 0.619
Oct 18, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Beautiful thing about we Hindus or Sikhs is that we don't enforce our culture to anyone. If it was Islam, Brampton would have become a no go zone or a mini Islamic country. You might …
Beautiful thing about we Hindus or Sikhs is that we don't enforce our culture to anyone. If it was Islam, Brampton would have become a no go zone or a mini Islamic country. You might ask me, why don't they assimilate with locals? Well, we are culturally different and our skin colours are different. Assimilation at large scale requires common ground. In work places, people assimilate but Race Mixing at large scale is also not good for the society. It's very sad to see white people being homeless, Build a community of your own, look after one another. To be honest, you guys have destroyed your family structure in the name of individualism, feminism etc...
Identity Attack0.36273825
Insult0.08459369
Profanity0.07223598
Threat0.011586283
Severe Toxicity0.010986328
Low Tox 0.2820025 Constructive 0.753 Identity_Assertion
Dec 24, 2025 Inside Canada's Indian Metropolis (Brampton)
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing …
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing this happens. We had maybe 5 recent acquisitions of Indian people setting up and ruining successful gas stations and pop up smoke shops in my town allowing minors to freely browse and buy products. They keep to themselves because the people around here understand their predatory ways of selling and how gross they naturally are. I'm disappointed and I don't like them. I accept humans but I don't accept someone who can't wash their hands nor maintain a clean image morally and professionally. I know for certainty that they are illegally here buying properties which are very hard for us locals to even get our hands on. Something needs to be done and people need to be aware.
Identity Attack0.27914262
Insult0.16809943
Profanity0.044167064
Threat0.07476458
Severe Toxicity0.012054443
Low Tox 0.27975297 Constructive 0.744 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
One thing that disturbing people all over the world is how Indians don't want to assimilate but keep on living in isolation and stop integrating with the local population.
One thing that disturbing people all over the world is how Indians don't want to assimilate but keep on living in isolation and stop integrating with the local population.
Identity Attack0.35624164
Insult0.08434689
Profanity0.044417568
Threat0.010757755
Severe Toxicity0.008659363
Low Tox 0.2786282 Constructive 0.507
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
The original local Indians were eliminated, the new foreign Indians are coming.
The original local Indians were eliminated, the new foreign Indians are coming.
Identity Attack0.34324843
Insult0.07365121
Profanity0.059948977
Threat0.061736204
Severe Toxicity0.015157142
Low Tox 0.27525392 Low Con 0.202 Identity_Assertion
Feb 3, 2026 Inside Canada's Indian Invasion...
AS AN INDIAN THANKS FOR MAKING THIS VIDEO . I AS A INDAIN REQUEST you my brother Canadian's to stop the illegal smuggling thing. India is not actually filled with these kind of people. there …
AS AN INDIAN THANKS FOR MAKING THIS VIDEO . I AS A INDAIN REQUEST you my brother Canadian's to stop the illegal smuggling thing. India is not actually filled with these kind of people. there are poor and rich here both suffer with this country. but the rich understand and are are very well educated to understand the locals and support their country. but idk what's wrong with Canada that they leave the north Indian's ( basically 90% people of this part of region are not very friendly and are very badly educated about things only the top 10% of this region really understand things and even they suffer with this and the allegations some of them for just being the same religion ) and because of them the other people of India who were going to America/Canada for better meant of the country they go to , get with this and get rejected. its just my opinion and the things I have seen going around me.
Identity Attack0.2781757
Insult0.08831572
Profanity0.077731855
Threat0.012440704
Severe Toxicity0.014188796
Low Tox 0.2667042 Constructive 0.774 Personal_Narrative
Feb 18, 2026 Inside Canada's Indian Invasion...

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.