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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: "Europe is not going to …" 49 comments · Page 2 of 2
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in Burnaby BC and Vancouver bc when the chinese/japanese and just asia in general started immigrating to canada. The racists back then whined and cried about a ton of asian shops opening and bad drivers etc. Hell they didn't even like asian only churches they would cry "why do they need their own churches?" while saying their cooking stinks, their shops stink to their face and bitching about just about anything. Now its happening again in Toronto and the racists have moved on from asians and now focus their hate towards the indian community. as a native American all i can say is if you're actively going to bitch about immigrants. Maybe everyone that isn't native american or culture didnt originate from the north Americas should head back home? otherwise quit bitching and learn to love one another. At the end of the day Canadians and Americans are imigrants from Europe.
Identity Attack0.40713623
Insult0.36798462
Profanity0.2813443
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.628 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Pretty sure these Indian migrants won't work at Brampton as they pay cash in hand and way below minimum wage. Rather they work for White Canadian who they keep saying to go back to Europe …
Pretty sure these Indian migrants won't work at Brampton as they pay cash in hand and way below minimum wage. Rather they work for White Canadian who they keep saying to go back to Europe 🙄
Identity Attack0.44690517
Insult0.18728738
Profanity0.03690237
Threat0.007922632
Severe Toxicity0.014188796
Moderate 0.37576625 Moderate Con 0.427
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada isn’t europe, did the thieving genociding european settlers assimilate to Native/Indigenous culture? exactly. The loot that the brittish empire stole from South Asia was used to built the colony known as canada, even more …
Canada isn’t europe, did the thieving genociding european settlers assimilate to Native/Indigenous culture? exactly. The loot that the brittish empire stole from South Asia was used to built the colony known as canada, even more reason South Asians should be allowed to enjoy the benefits of the progress built on their ancestors blood and tears. Cry harder. No one’s going anywhere, infact, there are non europeans in europe because your in this non european land, only fair.
Identity Attack0.37012735
Insult0.2838064
Profanity0.027410502
Threat0.018192071
Severe Toxicity0.016125489
Moderate 0.36095104 Moderate Con 0.423 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
There is a very simple way to stop this. People coming to this country and wants us to live by there rules, put them on the next plane back. People of Canada, look on what …
There is a very simple way to stop this. People coming to this country and wants us to live by there rules, put them on the next plane back. People of Canada, look on what is going on in England right now coz of ILLIGAL immigrants wanting England to become Islamic. Look at what is being done in europe as a hole and learn. The islamic immigrants comming to western countries is NOT comming as immigrants but to make the counties islamic. They are the enemis that works inside the country to take the power. Canada wake up and smell the roses.
Identity Attack0.40351558
Insult0.18852992
Profanity0.048175167
Threat0.014738814
Severe Toxicity0.017287504
Moderate 0.33587718 Moderate Con 0.433 Fear_Threat
Sep 9, 2025 Why Canadians Are Turning Against …
Old immigrants calling out new Immigrants, if you are so uncomfortable handover the country to native people and go back to Europe.
Old immigrants calling out new Immigrants, if you are so uncomfortable handover the country to native people and go back to Europe.
Identity Attack0.36733335
Insult0.1823172
Profanity0.029050145
Threat0.010058682
Severe Toxicity0.011444092
Moderate 0.33421695 Low Con 0.16 Identity_Assertion
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
All these ethnically white Canadians don’t realize that most Indigenous North Americans want them to go back to Europe as well and leave forever.
All these ethnically white Canadians don’t realize that most Indigenous North Americans want them to go back to Europe as well and leave forever.
Identity Attack0.38238457
Insult0.12159709
Profanity0.028776871
Threat0.0091524795
Severe Toxicity0.0127685545
Moderate 0.3245134 Low Con 0.293 Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
A cheater must be cheat in one way or other...you create a program,make its look so attractive and easy to take aways the best doctors,nurses and so on into your first world...you are taking best …
A cheater must be cheat in one way or other...you create a program,make its look so attractive and easy to take aways the best doctors,nurses and so on into your first world...you are taking best of them into your country both their natural resources god take bless them. You too every good they have into your country america/Europe..you make their country look like ghetto and make yours look like paradise right ?so let me ask you this question please...isnt a crime for some living in ghetto later decide to live in paradise?go to India/africa all the best of the country have run to amarica and Europe...our police are corrupt..money made for their citizens to survive they will steal it hide it in western world,buying alot of properties all over the globe... All this issue is what world leaders have to address without that immigration problem will never stop...until today i still believe the law of nature...nobody is illegal
Identity Attack0.1015541
Insult0.27763805
Profanity0.094542764
Threat0.010757755
Severe Toxicity0.010910034
Moderate 0.32074678 Constructive 0.531 Moral_Argument
Feb 15, 2026 Canada's tighter immigration policy divides …
Dude on the bike is genuinely racist and he accurately illustrates how majority of the population in Canada, America, and Europe think and believe. There is much racialization and generalization going on in the video.
Dude on the bike is genuinely racist and he accurately illustrates how majority of the population in Canada, America, and Europe think and believe. There is much racialization and generalization going on in the video.
Identity Attack0.25140062
Insult0.2469859
Profanity0.024199532
Threat0.007353018
Severe Toxicity0.008087158
Moderate 0.32020867 Constructive 0.567 Meta_Commentary
Feb 19, 2026 Inside Canada's Indian Invasion...
Go back to your 7 or 8 generations then u will c you also came from Europe who invaded these countries
Go back to your 7 or 8 generations then u will c you also came from Europe who invaded these countries
Identity Attack0.23998553
Insult0.15485314
Profanity0.09583591
Threat0.019746035
Severe Toxicity0.016771052
Moderate 0.31963667 Low Con 0.218 Moral_Argument
Feb 23, 2026 Inside Canada's Indian Invasion...
Canada 🇨🇦 has been trying to attract more people from Europe and that has failed for years now because of our winters. Nobody has children like in the past and the demographic of our population …
Canada 🇨🇦 has been trying to attract more people from Europe and that has failed for years now because of our winters. Nobody has children like in the past and the demographic of our population has declined. If we don’t have children, then who’s going to pay for the pensioners to live? All the comments here are just about how crooked the liberals are and not a bad word about PP. If you google him you’ll find that he is worth $95 million and he’s a shareholder of Brookfield and yet he’s a god in the same eyes. Well Carney is a banker and I would expect a banker to have more money than just about anyone. I’m a conservative voter but I am proud to say that I voted for Carney otherwise we would have been sold out to the USA . The problems with immigration is a very strong and should be reviewed and corrected.
Identity Attack0.068465814
Insult0.26957804
Profanity0.05393682
Threat0.0074565844
Severe Toxicity0.0060653687
Low Tox 0.2854903 Constructive 0.748 Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I don't mind Canadian people living in Canada if they live by the Indian rules. Else, they can just go back to Europe.
I don't mind Canadian people living in Canada if they live by the Indian rules. Else, they can just go back to Europe.
Identity Attack0.35624164
Insult0.082619295
Profanity0.028503597
Threat0.009592636
Severe Toxicity0.008735657
Low Tox 0.2854835 Moderate Con 0.464
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
The biggest problem with multiculturalism I think. Its a softer melting pot. You get these grops of people that stick with their own culture. Speak the same, dress, act the same. They aren't integrating or …
The biggest problem with multiculturalism I think. Its a softer melting pot. You get these grops of people that stick with their own culture. Speak the same, dress, act the same. They aren't integrating or very little. Your going to start seeing much more of the mulim population start now that HAMAS is here. Your already seeing protesting on a regular basis. Then eventually theyll keep pushing for sharia law. They've already tried several times in the GTA. It wont stop. Look at London and whats going on in Europe right now. We are heading down the same path. Trudeaus immigration plan was to offset his massive debt load. It was the only way to expand GDP enough to offset it
Identity Attack0.33060804
Insult0.10440776
Profanity0.10611444
Threat0.022335978
Severe Toxicity0.013736901
Low Tox 0.28312725 Constructive 0.667 Fear_Threat
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at …
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at 2:50 was purhaps the most honest 'white' guy you will meet. The fact is Indians didn't take over, the upper class just decided to move north to Bolton or more west to the Halton area. Over time enough Indians replaced them to basically take over important roles like police officers and political positions. Eventually just like East Asians have Markham and parts of Scarborough, the south Asians had a high enough population for Brampton to be considered their home turf. Eventually though it was the student visas that drove Canadians crazy. Millions of students in record time and I believe there was an additional 4 million who came on temporary work visas during covid, eventually Canadians got annoyed. Personally I don't see any problem with it as long as we keep building apartments and homes for the new immigrants to rent and live it doesn't bother me. I would like to see three times more immigration especially from Europe as this country is super underpopulated and we need people to open factories and build companies that will strengthen Canada as a whole and employ our own not just send money back to their countries. So its not an invasion we just need come to a place of understanding and learn to work together. I will finish with the one negative; there truly is a massive lack of assimilation and this may prove to be more of a problem than we realize but I won't go into it. Stay strong my Punjabi friends 👳🏿
Identity Attack0.293411
Insult0.123407245
Profanity0.06596114
Threat0.012285355
Severe Toxicity0.009613037
Low Tox 0.25462922 Constructive 0.875 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Great info. Those White Canadians who don't like immigrants coming in, please go and ask your elders why they entered India, Canada and many other places. Also did they entered legally and followed the locals …
Great info. Those White Canadians who don't like immigrants coming in, please go and ask your elders why they entered India, Canada and many other places. Also did they entered legally and followed the locals rules and respected their traditions?Additionally, who figured out the navigation of ship routes from Europe to here or India!?
Identity Attack0.29188538
Insult0.06302499
Profanity0.017367685
Threat0.007340072
Severe Toxicity0.005531311
Low Tox 0.2524482 Constructive 0.675
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
*Not a single day for cash* Dude striaght bs, 7 years ago , people with student visa cant work legally. So how is he getting paid ?? Remity rupee back to india? Lol Also, you …
*Not a single day for cash* Dude striaght bs, 7 years ago , people with student visa cant work legally. So how is he getting paid ?? Remity rupee back to india? Lol Also, you came as a international student and knowingly u cant afford the tuition. Its clearly u didnt care about going to school and used it as a gate way to canada. You dont go aboard studying for a better life in that country. U study abroad to either bring back new knowledge to your country or to full fill a requirements for a job back home.. The most common one is the opportunity to have a degree from a well known school for family braging rights and take over family bussiness. Which bring us back to, studying aboard is strictly for wealthy families no matter where u live . Imagine a candian going to london or europe we would pay just as much plus conversion rate. So for indians like him self, studying aboard paying 8 k cad per course shojdl be impossible. Only a super wealthy family can afford that in india or canada .
Identity Attack0.055673428
Insult0.15982662
Profanity0.12096943
Threat0.0077672824
Severe Toxicity0.008811951
Low Tox 0.25084448 Moderate Con 0.49 Unverified_Claim
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
She should go back to back to Europe. She is getting a taste of what her ancestors did all over the world. Including India.
She should go back to back to Europe. She is getting a taste of what her ancestors did all over the world. Including India.
Identity Attack0.17070955
Insult0.08410009
Profanity0.028776871
Threat0.010602405
Severe Toxicity0.0090408325
Low Tox 0.24924077 Moderate Con 0.466 Moral_Argument
Sep 5, 2025 Why Canadians Are Turning Against …
I'll lay it out for you: Me: typical middle of the road liberal oriented Canadian. Non white, immigrant (I wasnt born here) I worked in a Refugee housing for over 4 years in Ontario. Most …
I'll lay it out for you: Me: typical middle of the road liberal oriented Canadian. Non white, immigrant (I wasnt born here) I worked in a Refugee housing for over 4 years in Ontario. Most were not war areas refugees (Yes I know there are other types of refugees). I only encountered few refugees from war areas. ONLY 1 person from Iraq, about 2 families were from Afghanistan, 1 couple from Pakistan(I doubt they were real refugees they spoke fluent English, maybe political refugee), and a most from African countries. Its too far for real refugees to get here. Its Easier for them to go to other countries nearby or Europe. MOST SEEM TO BE ECONOMIC REFUGEES. Most were coming from Africa. Some are coming from Latin America, which shouldn't be happening. Once they showed up at our doorstep and we processed them into the system, they were immediately in the same class as a Canadian resident homeless person if they were making a refugee claim. We get money to house and feed them (from the government), and they are given a stipend for basics from the government processed through the Social Assistance/ Welfare system (they get less than a resident/citizen I think.). They then have to get their case processed by the refugee board, and most seem to get in. I've only heard of few getting sent back. One person I know at our facility, was given a subsided social housing apartment after a year in our facility. So they went straight from a shelter to a government/city owned subsidized apartment. (Didn't seem like it was a issue for the housing worker...they didn't report it (if they were not the ones that helped the person to get it), they were white, the housed person was Latin. This refugee claimant, and then month or two new Canadian resident person was given an apartment in a prime area of the city, instead of the 1000's of Canadians, those who came before them, and born Canadian citizens on an extremely long waiting list. How this was allowed to happen I don't know. The person was probably sucking on someone's straw. I'm just trying to think the barriers these people have to go through to get a job here. We are far removed from the time of the 80's and 90's., and housing and jobs are so hard to get. Lol the "Canadian government asks them to repay the traveling cost to Canada if they are sent back"....I wonder how much the government recoups?.....more like 0 probably. What a bunch of crap. How do you demand someone to repay their flight cost when they get back to their country?
Identity Attack0.2783691
Insult0.09124154
Profanity0.027137227
Threat0.0089712385
Severe Toxicity0.007858276
Low Tox 0.24603334 Constructive 0.81
May 24, 2018 9 likes How much do refugees and …
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example …
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example why they want this, look at all fast food employees... big corporation in partners with the banks and government bringing in pretty much modern day slave labour with big government wage subsidies. Why not do some real work as journalist.
Identity Attack0.024198212
Insult0.04442204
Profanity0.013985921
Threat0.0072882893
Severe Toxicity0.0023078918
Low Tox 0.112850055 Moderate Con 0.386 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to …
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to its own native population and country first by investing in them. The new 180 stance on immigration is proof that these super wealthy Western countries are moving forward with stricter immigration policies, a push for increased mass deportation, eliminating Visa/Green Card Holders for certain groups, going after scam related to immigration, rescinding citizenship and deporting non-native populations a lot easier. It's not just Canadians who are sick and tired of all these new people(legal and illegal) but The West in general🇺🇸
Identity Attack0.06749674
Insult0.03665562
Profanity0.015967157
Threat0.008789998
Severe Toxicity0.0032806396
Low Tox 0.112333365 Constructive 0.515 Policy_Critique
Aug 25, 2025 24 likes Why Canadians Are Turning Against …
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All …
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All 2 billion ? what’s the limit? And what happens when you reach the limit and they still keep coming in ?
Identity Attack0.047190998
Insult0.026960457
Profanity0.015591404
Threat0.007353018
Severe Toxicity0.0023269653
Low Tox 0.102192536 Moderate Con 0.325
Mar 24, 2018 1 likes How much do refugees and …
Europe pay attention!!! This is what is going to happen in Europe with the new EU - India mobility pact.
Europe pay attention!!! This is what is going to happen in Europe with the new EU - India mobility pact.
Identity Attack0.043839492
Insult0.017936565
Profanity0.021535112
Threat0.010214032
Severe Toxicity0.0030326843
Low Tox 0.075294 Low Con 0.143 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn …
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn English I follow the rules pay tax respect. in greece same thing happened, and rest of ther Europe (do something or you done)
Identity Attack0.0376521
Insult0.018774498
Profanity0.0118680475
Threat0.0065697995
Severe Toxicity0.0015640259
Low Tox 0.054284602 Constructive 0.601
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Dude on the bike is fully aware. Prolly looked at how things in Europe and US are going
Dude on the bike is fully aware. Prolly looked at how things in Europe and US are going
Identity Attack0.011099357
Insult0.013820915
Profanity0.016479544
Threat0.008039144
Severe Toxicity0.0016307831
Low Tox 0.03309893 Low Con 0.18 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Save your money don’t go plenty of awesome places in canada also Europe is much better especially the food and cheaper
Save your money don’t go plenty of awesome places in canada also Europe is much better especially the food and cheaper
Identity Attack0.00006444473
Insult0.00014707765
Profanity0.000017472323
Threat0.000025695965
Severe Toxicity0.0000023033297
Low Tox 0.00036854518
Dec 8, 2025

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.