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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: "At least the Indians are …" 95 comments · Page 3 of 4
Being from England, Indians and sihks are the least of our worries here....
Being from England, Indians and sihks are the least of our worries here....
Identity Attack0.37953663
Insult0.08582769
Profanity0.050680235
Threat0.009204263
Severe Toxicity0.013478675
Moderate 0.3048984 Moderate Con 0.352 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
At least 3 years in canada. If we weren't indian enough, here we go making it 10x worse
At least 3 years in canada. If we weren't indian enough, here we go making it 10x worse
Identity Attack0.36702603
Insult0.09416737
Profanity0.0569429
Threat0.011715741
Severe Toxicity0.010986328
Moderate 0.30464804 Low Con 0.255
Jan 12, 2026 Canada’s new rules in 2026
Indians are least of their problems..
Indians are least of their problems..
Identity Attack0.36702603
Insult0.11797678
Profanity0.06946823
Threat0.008362788
Severe Toxicity0.01159668
Low Tox 0.29953843 Low Con 0.195 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
At least the Indians are working. I watched that Hasidic Jew interview Tyler just did and that was wild how no one worked.
At least the Indians are working. I watched that Hasidic Jew interview Tyler just did and that was wild how no one worked.
Identity Attack0.36702603
Insult0.10148193
Profanity0.11292298
Threat0.01101667
Severe Toxicity0.013414118
Low Tox 0.29771072 Moderate Con 0.389 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or …
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or racist but I’ve gone to India many times and there everyone is in Canada or something but when they get there they treat it like India, like if ur gonna go to a different country at least respect them . India is a beautiful country with good food it’s just that some (keyword some) people are disrespectful most Indians are like this because of stereotypes so they sometimes feel angry so then they try to get revenge. I’m not saying everyone is like this but I had to get it out because I’m starting to feel annoyed with Indians and other people, Indians also say that the uk stole from them so they are stealing back but that was only uk and only the government not the people. What u see on screens is not actually what India looks like on behalf of the Indian community I would like to say I’m sorry to everyone and every country we have taken over just know not everyone is like this only the Indians who have a ego and think they are better , sorry Canada, America, Australia and any other country
Identity Attack0.33352965
Insult0.17486192
Profanity0.12639372
Threat0.011741633
Severe Toxicity0.017029278
Low Tox 0.295883 Constructive 0.774 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Whenever I’m feeling down I remember at least I wasn’t born Indian or middle eastern or any race that has that funny accent and then my mood changes all of a sudden
Whenever I’m feeling down I remember at least I wasn’t born Indian or middle eastern or any race that has that funny accent and then my mood changes all of a sudden
Identity Attack0.36702603
Insult0.081261896
Profanity0.10611444
Threat0.009540852
Severe Toxicity0.015157142
Low Tox 0.28674445 Moderate Con 0.444 Identity_Assertion
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
I will point out that compared to the Jews or Somalis from previous videos, at least some of the Indians in the video are willing to criticize their own community's lack of assimilation.
I will point out that compared to the Jews or Somalis from previous videos, at least some of the Indians in the video are willing to criticize their own community's lack of assimilation.
Identity Attack0.37152436
Insult0.08508729
Profanity0.09292633
Threat0.011482717
Severe Toxicity0.01159668
Low Tox 0.2854937 Constructive 0.577
Jan 27, 2026 Inside Canada's Indian Invasion...
At least Indians don't Jihad, they contribute.......
At least Indians don't Jihad, they contribute.......
Identity Attack0.36702603
Insult0.0838533
Profanity0.026180768
Threat0.008453408
Severe Toxicity0.0104522705
Low Tox 0.28548008 Low Con 0.234 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Dude looks like he's freezing all along the video, and those indians are in sandals causualy talking to him... I think they assimilated the cold at least
Dude looks like he's freezing all along the video, and those indians are in sandals causualy talking to him... I think they assimilated the cold at least
Identity Attack0.2831485
Insult0.09563028
Profanity0.12158839
Threat0.012492486
Severe Toxicity0.014511578
Low Tox 0.2853768 Moderate Con 0.49 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
Northern health in prince rupert has hired at least 18 east Indians. Look at security making $33.00 an hour they sleep all night. Fix it .deport all. So Canadians can work. They wear there turbins, …
Northern health in prince rupert has hired at least 18 east Indians. Look at security making $33.00 an hour they sleep all night. Fix it .deport all. So Canadians can work. They wear there turbins, go back. The government, sold Canadians out
Identity Attack0.2839175
Insult0.08410009
Profanity0.019007329
Threat0.030969119
Severe Toxicity0.00957489
Low Tox 0.28425202 Moderate Con 0.386
Aug 25, 2025 Why Canadians Are Turning Against …
As an Indian, you Indians in parilament will have to add more diversity to school circulums. If you don't want to assimilate with white people, then fine but you'll at least have to advocate for …
As an Indian, you Indians in parilament will have to add more diversity to school circulums. If you don't want to assimilate with white people, then fine but you'll at least have to advocate for indigenous languages to be pushed into Canadian schools.
Identity Attack0.36702603
Insult0.07270074
Profanity0.027273865
Threat0.008531082
Severe Toxicity0.007286072
Low Tox 0.2763787 Constructive 0.549 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada needs immigration. The country needs at least 300 k new immigrants per year so that the economy grows. But diversity needs to be assured. Stop bringing Indians. There are well educated people from everywhere …
Canada needs immigration. The country needs at least 300 k new immigrants per year so that the economy grows. But diversity needs to be assured. Stop bringing Indians. There are well educated people from everywhere in the world waiting in the queue of express entry visa. Use them.
Identity Attack0.30256465
Insult0.08533409
Profanity0.01846078
Threat0.009385503
Severe Toxicity0.008430481
Low Tox 0.26859093 Constructive 0.55
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I agree with over percent with what the white women said at th e beginning.. The part that she actually does have to hear and accept is the truth..Her ancestors were and are colonizers, those …
I agree with over percent with what the white women said at th e beginning.. The part that she actually does have to hear and accept is the truth..Her ancestors were and are colonizers, those are basic truths.. But the Government must turn the taps down on immigration right away, it is totally out of control.. Things are at the point where no one Zero more immigrants from India and Pakistan should be allowed to enter the country, for at least the next few years , until the government can get a true handle on things.. I really don't think the government officials have any idea of the pace at which Canada is rapidly changing.. It is mind boggling the rapid changes and that's from every single nook and cranny of this once beautiful country you will see new immigrants.. There are places i went to as a child with my folks, where you would never have seen nothing but white people, maybe a few native people, a couple of black and oriental folks and that was it.. Now there are car loads of east Indians running around some actually living in those communities.. I am not a racist person, but that's my own observation on the ground.. I think every single Canadian in this country would have the exact reaction..
Identity Attack0.2964622
Insult0.086852804
Profanity0.07643871
Threat0.019746035
Severe Toxicity0.012833111
Low Tox 0.2667042 Constructive 0.822
Aug 25, 2025 Why Canadians Are Turning Against …
Funny how people are comfortable being racist online, but in real life they’ll still hire Indians, rent to Indians, and take Indian customers. If you depend on us to ‘make money,’ at least have the …
Funny how people are comfortable being racist online, but in real life they’ll still hire Indians, rent to Indians, and take Indian customers. If you depend on us to ‘make money,’ at least have the honesty to show basic respect
Identity Attack0.27875587
Insult0.0817555
Profanity0.054437835
Threat0.008505191
Severe Toxicity0.008392334
Low Tox 0.25462922 Moderate Con 0.311 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, …
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, etc. and the complaining of dominating every industry? I’m not sure what angle that is. Maybe the other groups should do better at dominating industries or advocate for businesses to hire other Canadians (equal opportunity employment). And the whole “ cow poop video” Tyler posted is one village in India ; which of course makes Indians collectively look bad and gives way for many of you in the comments to continually perpetuate this idea that Indians are sub-human. And Tyler, word of advice, if you’re going to show parts of the Indian community and Hinduism religion in Canada — at least learn to pronounce words correctly so you don’t sound like a complete idiot.
Identity Attack0.21075934
Insult0.16124763
Profanity0.05268429
Threat0.009359611
Severe Toxicity0.0077819824
Low Tox 0.25462922 Constructive 0.677 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I'll tell you a little secret - Indians in the rest of India also despise the Brampton set, who are mostly from random villages in Punjab. Not least because most of the remaining Khalistan sympathisers …
I'll tell you a little secret - Indians in the rest of India also despise the Brampton set, who are mostly from random villages in Punjab. Not least because most of the remaining Khalistan sympathisers (a terrorist group who wanted Punjab to become a separate homeland for Sikhs) are based here. The Khalistanis committed numerous terrorist attacks and atrocities throughout the 70s and 80s, before finally being put down for good in Operation Blue Star in 1984. Their remnants have wound up in Canada, still pushing for a terrorist ideology and independence movement in a country they've not lived in for years. Even the leader of the NDP is a Khalistan sympathiser. Diplomatic relations between India and Canada have been frosty recently for this reason.
Identity Attack0.2803029
Insult0.12702756
Profanity0.023584666
Threat0.02440793
Severe Toxicity0.008010864
Low Tox 0.25462922 Constructive 0.679 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they …
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they won't fit in the workplace culture. They've been taking the excessive handouts from the Canadian government and are slowly buying up tons of real estate. Its everywhere in canada. Brampton is just ground zero. What's it like? We just got a new Walmart down the street. They took a staff picture and it was 80% indian people. Hardly any locals got jobs there instead its mostly "new citizens" who have lived here less than a year or two. Every day there's more of them. And because of our liberal government and tax breaks and all sorts of racist allowances these people have got, they all have money and houses and new cars when they were dirt poor in India like 3 years ago. They get interest free loans from banks, they get daily per diems and housing as soon as they get here. Keep in mind tent cities are growing rapidly in Canada. And our government is spending HUGE amounts of our tax dollars to subsidize this takeover. And try living here and renting. Due to this influx, a bungalow that was 1500 a month 10 years ago, is now 4500 a month and youre renting off an Indian person. Word to the wise tho, dont even bring up the tow truck businesses. They'll shoot you And last but not least our retarded government just passed a birthright citizen law for them. So now if you come here from India even if only for a couple years, ALL subsequent offspring of yours can immediately get citizenship here no question asked. We are so fucked
Identity Attack0.28034934
Insult0.14150882
Profanity0.036651865
Threat0.008466354
Severe Toxicity0.00869751
Low Tox 0.25462922 Constructive 0.732 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I live here and having seen your Somali and Hasidic Jew videos at least I'm grateful that the Indians seem to be a lot nicer
I live here and having seen your Somali and Hasidic Jew videos at least I'm grateful that the Indians seem to be a lot nicer
Identity Attack0.28034934
Insult0.07396803
Profanity0.09389619
Threat0.011612174
Severe Toxicity0.016319158
Low Tox 0.2540519 Constructive 0.618 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm surprised no liberal voters are calling this dude a "racist" because it involves Indians. He is literally interviewing both sides of this issue. In my opinion, if the liberal government stays in power, and …
I'm surprised no liberal voters are calling this dude a "racist" because it involves Indians. He is literally interviewing both sides of this issue. In my opinion, if the liberal government stays in power, and more and more liberal voters use the racism card on people who point out these issues just to make themselves feel like a good person, more and more major cities in Canada will be filled of them who either entered as an international student, or as an asylum seeker. It is not "multiculturalism" or "diversity" if there is only people from one culture coming to Canada? Where are the people from countries like Italy? Germany? Ukraine? Mexico? It is not racist to point out how in very few homes, most notably in Brampton, around 7 or more people live in one house. It is not racist to point out how these Indians need to learn to write and speak proper English. It is not racist to point out how they need to adapt to our civilized way of life here in Canada. It is not racist to point out the rise in crime done by people of Indian descent. It is not racist to point out how, coincidentally, the quality in Tim Hortons has dropped lately, when in a majority of them have workers of Indian descent, which are usually in major cities. How so? The liberal-imposed foreign worker plan, plus a little bit of corporate greed. It is not racist to point out that Indian "international students" are getting their food from food banks, which are supposed to be for the poor, and how some places of work only hire Indians, because they are run by Indians. Why is this discussion even about Indians? Because they make up HUGE majority of people coming to live in Canada. Matter of fact, this does not apply to Indians coming to Canada, but to whoever goes to live in another country. It does not take much out of you to at least adapt to the way of life in which ever country you go to. The conservative party sees this in a way that the liberals do not. Come back to this comment in another 10-20 years when the liberals are still in power. You'll see the difference.
Identity Attack0.27759558
Insult0.110259406
Profanity0.02303812
Threat0.008065036
Severe Toxicity0.005645752
Low Tox 0.2540519 Constructive 0.705
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm ashamed as an indian national, the least they could do is integrate - I don't find other nationals having the same trend, why just us everywhere!?
I'm ashamed as an indian national, the least they could do is integrate - I don't find other nationals having the same trend, why just us everywhere!?
Identity Attack0.25140062
Insult0.07333439
Profanity0.062454045
Threat0.008466354
Severe Toxicity0.006713867
Low Tox 0.2396185 Constructive 0.604 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Its Simple , Europeans came 200 -300 years earlier than Asians. "Why" is irrelevant , At Least These Indians are going To American Continent with Some Sort of Documents and Visa.
Its Simple , Europeans came 200 -300 years earlier than Asians. "Why" is irrelevant , At Least These Indians are going To American Continent with Some Sort of Documents and Visa.
Identity Attack0.2808415
Insult0.07840354
Profanity0.0569429
Threat0.009825659
Severe Toxicity0.01121521
Low Tox 0.23739935 Low Con 0.155 Comparative_Framing
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
indians are at least dont have their religious agenda.. the problem is the scale, if it was a third or forth the numbers there wouldnt be an issue
indians are at least dont have their religious agenda.. the problem is the scale, if it was a third or forth the numbers there wouldnt be an issue
Identity Attack0.2803029
Insult0.06477321
Profanity0.044167064
Threat0.008440462
Severe Toxicity0.006752014
Low Tox 0.23343207 Low Con 0.215 Unverified_Claim
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian people rule. Too much of anything at once is unhealthy. But this is still the least bad scenario in hindsight because they're actually decent, kind, hard working and ambitious. That can't be said for …
Indian people rule. Too much of anything at once is unhealthy. But this is still the least bad scenario in hindsight because they're actually decent, kind, hard working and ambitious. That can't be said for most 3rd world countries.
Identity Attack0.24293575
Insult0.07238392
Profanity0.041661996
Threat0.0074954215
Severe Toxicity0.00579834
Low Tox 0.22980402 Constructive 0.546 Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
Yo some1 pls tell me that there are at least some well mannered Indians abroad
Yo some1 pls tell me that there are at least some well mannered Indians abroad
Identity Attack0.23542951
Insult0.0623257
Profanity0.07385241
Threat0.011560392
Severe Toxicity0.009994507
Low Tox 0.22177623 Moderate Con 0.343 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
This is the Canadian govt’s fault for not making immigration stricter and allowing low tier Indians in. I’m not sure why they weren’t more selective in handing out visas cause their mishandling of immigration just …
This is the Canadian govt’s fault for not making immigration stricter and allowing low tier Indians in. I’m not sure why they weren’t more selective in handing out visas cause their mishandling of immigration just paints a bad picture of all Indian immigrants (even those who assimilate with the country and contribute strongly to the economy). The US at least keeps immigration under control and only allows mostly smart Indians in. The Indian demographic in the US achieved the highest average annual salaries and most have assimilated well. That’s proof the US carried out good immigration control.
Identity Attack0.23467018
Insult0.07745308
Profanity0.017162729
Threat0.0075083673
Severe Toxicity0.004463196
Low Tox 0.20172562 Constructive 0.665 Policy_Critique
Feb 12, 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.