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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: "You can complain about it …" 289 comments · Page 2 of 12
7:56 This shirtless guy is an absolute clown. He's complaining about immigration yet he himself is an unhappy immigrant. If he's so unhappy, why doesn't he go back to Poland? Also, calling Canada communist is …
7:56 This shirtless guy is an absolute clown. He's complaining about immigration yet he himself is an unhappy immigrant. If he's so unhappy, why doesn't he go back to Poland? Also, calling Canada communist is hilarious considering that it has a free market economy, a multiparty democracy, free elections and protected right to free expression and free assembly.
Identity Attack0.17614605
Insult0.6370372
Profanity0.12903778
Threat0.009281937
Severe Toxicity0.021419114
Moderate 0.584095 Moderate Con 0.443 Insult Meta_Commentary
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
9:00 Guy complaining about people walking around naked in their own homes. DUDE, you are walking around naked OUTSIDE wtf. 😂
9:00 Guy complaining about people walking around naked in their own homes. DUDE, you are walking around naked OUTSIDE wtf. 😂
Identity Attack0.099899694
Insult0.2817503
Profanity0.44249827
Threat0.039256934
Severe Toxicity0.1597006
Moderate 0.5721988 Low Con 0.299
Jan 14, 2026 4 likes Inside Canada's Indian Metropolis (Brampton)
9:03 this person literally half naked in the streets and complaining that Indians walk naked in their homes. Wow hypocrisy at it's peak
9:03 this person literally half naked in the streets and complaining that Indians walk naked in their homes. Wow hypocrisy at it's peak
Identity Attack0.4139151
Insult0.4339631
Profanity0.29168049
Threat0.03235042
Severe Toxicity0.0394905
Moderate 0.568186 Low Con 0.234 Moral_Argument
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
These people are insane!! They kept calling people who wanted to curb immigration "right wing", "racist", "Nazi", "fascists", etc and now all of a sudden they are complaining because of what they government they voted …
These people are insane!! They kept calling people who wanted to curb immigration "right wing", "racist", "Nazi", "fascists", etc and now all of a sudden they are complaining because of what they government they voted for did with immigration? I feel sorry for Black Canadians. Not only did they have to deal with racial discrimination from White Canadians but they just dropped a bomb on them with Indians whose hatred of Blacks is far worse than that of Whites.
Identity Attack0.55044734
Insult0.5270482
Profanity0.1696208
Threat0.07476458
Severe Toxicity0.02425631
Moderate 0.568186 Constructive 0.541 Identity Attack Insult
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
It don't matter what anyone says cause Canadians are not going to listen, they whine and complain but they don't get off their butts and do something about it.
It don't matter what anyone says cause Canadians are not going to listen, they whine and complain but they don't get off their butts and do something about it.
Identity Attack0.28622448
Insult0.4378843
Profanity0.4370703
Threat0.021990653
Severe Toxicity0.024866661
Moderate 0.56269526 Moderate Con 0.311
Aug 27, 2025 Why Canadians Are Turning Against …
Complaining about Indians in Canada is next level dumbness when the county is like 90% white European colonisers that invaded the land. As a native, yeah, I prefer the Indians.
Complaining about Indians in Canada is next level dumbness when the county is like 90% white European colonisers that invaded the land. As a native, yeah, I prefer the Indians.
Identity Attack0.5485698
Insult0.5678696
Profanity0.1719469
Threat0.008427517
Severe Toxicity0.023076924
Moderate 0.55739564 Moderate Con 0.414 Identity Attack Insult Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Hypocrytes and then they complain about usa fixing their immigration laws. When they do the same thing .
Hypocrytes and then they complain about usa fixing their immigration laws. When they do the same thing .
Identity Attack0.06567776
Insult0.61794597
Profanity0.08419759
Threat0.0074436385
Severe Toxicity0.012207031
Moderate 0.5566829 Low Con 0.154 Insult Policy_Critique
Feb 17, 2026 1 likes Canada's tighter immigration policy divides …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of offering the student visa. 2. I really don’t give a shit about your content Idk what’s exactly the problem with you, your life, or your parents that raised you in a way that you just complain about things. Your every video is either about drug capital / murder capital or invasion of blah blah country in blah blah city. 3. Let me simplify for you Indian didn’t just show up here over night it’s your governments who is fuckin greedy these people pay 3-4x amount of tuition fees and each and every student pay 20k ( formerly 10k) as GIC which is invested in your govt bonds and resturn of these shits is not even 1%. 4. There are flaws in each and every community and everywhere. When govt just getting people here blindly students, refugees and what not then it is nothing but obvious that people will not have jobs and no jobs mean yes crime! 5. Better to question your fuckin greedy GOVERNMENT, but you can’t bcs you also don’t give a damn you just wanna post these shit and get the comments from anti Indian people which is kinda cool now a days online but who cares they built their businesses and what not. You just can hate Indians they are everywhere ! Well it’s fine too when you can’t defeat only thing you can do is hate 6. They really don’t need any recommendations from the community of people whose young boys are busy in finding either they are gay or cats or what and their girls are busy selling their nasty pictures online. And their old males are busy in tailgating with their shity Ford F150 and the old females with their nth bf and pregnant with ,even they don’t know, with whom. 7. They are respectful and helping to work on low wages ( idk why). As you mentioned the Tim will you quit spreading hate and working at that place I’ll get you a job! 8. It’s much better rather than hating have good government who will offer visa to really the qualified ones not to just random white refugees with their 19 people family and feeding them! 8. You know what is more fucked up the muslims everywhere begging while they get help from UN as welfare. And even worst your people in Downtown high on even your JC don’t know. 9. There are real reasons to worry! Don’t create that doesn’t even exist! 10. If someone from across the world with not good English speaking and minimal education come here and take over your nation then you are right crying is the only option left bcs your lazy ass didn’t wanna do anything so, now you are crying and posting online
Identity Attack0.27682206
Insult0.48228607
Profanity0.41570562
Threat0.07093142
Severe Toxicity0.16960317
Moderate 0.5532103 Constructive 0.673 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Immigration is obviously a mess, but a big problem like in the U.S is that the immigrants are the only one who do the dirty work or hard jobs that require actual physical work. The …
Immigration is obviously a mess, but a big problem like in the U.S is that the immigrants are the only one who do the dirty work or hard jobs that require actual physical work. The white folk or the citizens born and raised do not want to touch these kind of jobs. But overall canada especially the toronto and surrounding areas has taken a turn for the worse in the past 10-15 years. Also that guy on the bike is one of the dumbest racists who is one of the lazy white folk that complain of other cultures but wont put any effort in improving their own pathetic lives.
Identity Attack0.5135796
Insult0.5678696
Profanity0.20262444
Threat0.009981008
Severe Toxicity0.023270357
Moderate 0.54823303 Moderate Con 0.497 Identity Attack Insult Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
the problem is that they come to different countries in order to lead a better life but then don't integrate, complain and turn it into the shithole they left... how can they not expect people …
the problem is that they come to different countries in order to lead a better life but then don't integrate, complain and turn it into the shithole they left... how can they not expect people to get upset???
Identity Attack0.27340925
Insult0.45135358
Profanity0.5013569
Threat0.011146127
Severe Toxicity0.02604016
Moderate 0.52007306 Moderate Con 0.423 Fear_Threat
Nov 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
8:55 That Polish guy complaining about Indians not covering their windows and walking naked in their houses. While this guy is roaming on the roads without a shirt. Hypocrisy at its peak
8:55 That Polish guy complaining about Indians not covering their windows and walking naked in their houses. While this guy is roaming on the roads without a shirt. Hypocrisy at its peak
Identity Attack0.45348886
Insult0.46173862
Profanity0.21997347
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.509388 Low Con 0.287 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Metropolis (Brampton)
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of …
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of these people pay taxes,almost everyone seen in the video works,and last I checked even blue collar workers pay taxes,from an uber eats driver to the nurse These people come here legally paying double and triple in fees,they're not illegal immigrants like many in USA The church was sold willingly for money and then the temple was built,all temples pay property taxes and were bought with money No one wants to talk about diploma mills willingly giving admissions to the students The people welcomed the youtuber with open arms,explained things,gave answers and a lot of food Some things need improvement I totally agree like Indians need to maintain cleanliness and integrate but overall what a piece of propaganda this video is,people in comments literally ignoring how welcoming the people were to this youtuber That guy is totally right,people don't really face racism irl Anyways I am glad people irl are not like people online,I love Canada and always will and I'm proud of how welcoming and open Canada is 🇨🇦❤️
Identity Attack0.24293575
Insult0.53014356
Profanity0.16496858
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.50759226 Constructive 0.817 Insult Policy_Critique
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
Complain when you start the problem not after when you can’t control it fools
Complain when you start the problem not after when you can’t control it fools
Identity Attack0.01191331
Insult0.5497792
Profanity0.25184435
Threat0.009463178
Severe Toxicity0.013478675
Moderate 0.50759226 Low Con 0.142 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
white people complain too much, also they feel entitled just because of their skin color SMH
white people complain too much, also they feel entitled just because of their skin color SMH
Identity Attack0.56445944
Insult0.3416952
Profanity0.21564959
Threat0.010964886
Severe Toxicity0.023974609
Moderate 0.5024724 Low Con 0.256 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's hilarious to hear the original invaders complain about new invaders. 5:15 That dude is super racist. 😂 🙏🏾
It's hilarious to hear the original invaders complain about new invaders. 5:15 That dude is super racist. 😂 🙏🏾
Identity Attack0.3817989
Insult0.38406035
Profanity0.17566866
Threat0.021990653
Severe Toxicity0.023458159
Moderate 0.4838166 Low Con 0.274 Humor_Satire
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada has always been an immigration and political sh*t show from inception, only now reality is catching up and showing its true colors. Go ask the First Nations what they think of "real Canadians" complaining …
Canada has always been an immigration and political sh*t show from inception, only now reality is catching up and showing its true colors. Go ask the First Nations what they think of "real Canadians" complaining about immigration and cultural genocide. It's game over and well deserved, sorry to say that baby boomers who took took took and gave nothing back.
Identity Attack0.37082586
Insult0.4534306
Profanity0.4381921
Threat0.02181799
Severe Toxicity0.024725812
Moderate 0.4838166 Moderate Con 0.368 Moral_Argument
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
White people did colonise India 😂😂😂 why don't u go find a time machine and question your fellow dingbats, instead. Better yet why don't u do an educational documentary on how white people coloniesed other …
White people did colonise India 😂😂😂 why don't u go find a time machine and question your fellow dingbats, instead. Better yet why don't u do an educational documentary on how white people coloniesed other people land stripped them of resources requested cheap labour and then complain about it. Educate yourself!
Identity Attack0.5135796
Insult0.42881694
Profanity0.2263305
Threat0.029933142
Severe Toxicity0.026936848
Moderate 0.48141238 Low Con 0.282 Identity Attack Humor_Satire
Feb 14, 2026 Inside Canada's Indian Invasion...
white immigrants complaining aboug brown immigrants. Give me a break
white immigrants complaining aboug brown immigrants. Give me a break
Identity Attack0.55044734
Insult0.30797598
Profanity0.117874645
Threat0.0113014765
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.281 Identity Attack
Nov 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
All the ranting I see in comments is not to complain about immigration, it's to complain about brown immigrants. Seems like they're ok with European, UK, Irish, Aussie, Kiwis, etc who are white but not …
All the ranting I see in comments is not to complain about immigration, it's to complain about brown immigrants. Seems like they're ok with European, UK, Irish, Aussie, Kiwis, etc who are white but not with people of colour. Hypocrisy at the highest
Identity Attack0.5108175
Insult0.4596616
Profanity0.1067334
Threat0.008556974
Severe Toxicity0.020257099
Moderate 0.47886392 Constructive 0.559 Identity Attack Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Good for the Indians! Keep showing them what community looks like! I know how white folk act. I am sure they're not welcoming. I'm sure they're doing business with their own. Because they've been doing …
Good for the Indians! Keep showing them what community looks like! I know how white folk act. I am sure they're not welcoming. I'm sure they're doing business with their own. Because they've been doing that since they immigrated from EUROPE! EUROPE! The nerve to complain about another culture doing exactly what you did. And they did it peacefully. No throwing native Americans off their land and killing them to establish a white wall of dominance. Now you're mad. Lol. I hope the smell of curry permeates your soul, it needs some flavor!
Identity Attack0.5135796
Insult0.40698266
Profanity0.26586622
Threat0.2606104
Severe Toxicity0.13073033
Moderate 0.47886392 Moderate Con 0.458 Identity Attack Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I complain sometimes about driving in Montreal but I was driving around the GTA last month and holy s***t it's bonkers. It really has become some third world type shit in certain areas over there. …
I complain sometimes about driving in Montreal but I was driving around the GTA last month and holy s***t it's bonkers. It really has become some third world type shit in certain areas over there. In general there's things to complain about in Montreal to be sure - including on the immigration front - but IMO we're far better off than all the other big Canadian cities. You can't really get by in Québec city if you don't speak French but if you want to be in a Canadian city and avoid all _this_ kind of stuff then Québec city is the real ticket.
Identity Attack0.2831485
Insult0.42567953
Profanity0.5365423
Threat0.0113014765
Severe Toxicity0.0475607
Moderate 0.47886392 Constructive 0.743 Comparative_Framing
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
An openly racist Canadian how nice. How does he contribute to society aside from complaining and being white? Asking for a friend
An openly racist Canadian how nice. How does he contribute to society aside from complaining and being white? Asking for a friend
Identity Attack0.5135796
Insult0.40243408
Profanity0.040910475
Threat0.008000307
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.348 Identity Attack Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
When a black guy complains about indians be very afraid
When a black guy complains about indians be very afraid
Identity Attack0.5689151
Insult0.3416952
Profanity0.2376073
Threat0.018192071
Severe Toxicity0.02378681
Moderate 0.47886392 Low Con 0.279 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our …
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our country 🙄. You can't be that dumb. I'm not trying to be harsh, but most of us speak our language and 1 or 2 languages from the European settlers here. It really suits everyone here to never bring Indigenous people into your conversations while you call it "Your country, your 'Canada', you culture". Everyone who's ancestors aren't from need to do better. It blows my mind how you come here and fight against each other while being immigrants yourselves. You demand assimilation from others while you yourselves aren't Indigenous, and don't make the slightest effort to assimilation to OUR culture. Complete hypocrites.🤣🤣🤣 If I were you, I'd be ashamed. I can't see myself ever going to someone else's country, living in it, let alone being born in it, and have the audacity to act and speak with that amount of utter continuous ignorance and disrespect the way most of the European settlers and other settlers/"Canadians" do. Do better before complaining about each other cause, you're no better and immigrants yourselves. Oh ya, and film Native Child in the background at 7:06, the place not First Nations operated known for stealing our children and getting tons of funding to line their pockets while almost all reserves have no clean drinking water, houses breaking down, unable to get work outside due to racist from all types of immigrants (yes, including European 'Canadians'), but putting a video of a European 'Canadian' talking about not being able to afford cable and her bills. Because these things are happening to European settlers/ 'Canadians', now it's finally a problem. The IRONY.
Identity Attack0.36702603
Insult0.5130944
Profanity0.18909787
Threat0.008867673
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.592 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
Ah, see, that happened to me 3 times. A black person got served before me. Two jumped ahead in line on their own. I stood up to each of them, but the white libertards complained. …
Ah, see, that happened to me 3 times. A black person got served before me. Two jumped ahead in line on their own. I stood up to each of them, but the white libertards complained. The third was a black couple who were called ahead of all the whites by the black cashier. I want these people out of my country! They don't respect the status quo, which means what we've done to earn our place is meaningless to them. If they have their way, we'll be second class citizens. And don't forget... multiculturalism means nothing is sacred.
Identity Attack0.55044734
Insult0.4196762
Profanity0.29168049
Threat0.064645745
Severe Toxicity0.053837523
Moderate 0.47772613 Constructive 0.549 Identity Attack Fear_Threat
Jan 27, 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.