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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: "I think what this is …" 951 comments · Page 11 of 39
Buddy on the bike makes me sick. He truly believes what he is saying. The fact people can think that way is crazy.
Buddy on the bike makes me sick. He truly believes what he is saying. The fact people can think that way is crazy.
Identity Attack0.013043936
Insult0.45758462
Profanity0.092279755
Threat0.0103175985
Severe Toxicity0.008850098
Moderate 0.40336934 Moderate Con 0.388 Meta_Commentary
Feb 25, 2026 7 likes Inside Canada's Indian Invasion...
That white guy with the orange vest stokes violence. I think everyone should just get over it, evolution of human migration is a fact. Nothing ever remains the same.
That white guy with the orange vest stokes violence. I think everyone should just get over it, evolution of human migration is a fact. Nothing ever remains the same.
Identity Attack0.46028158
Insult0.24928534
Profanity0.12286829
Threat0.0824309
Severe Toxicity0.023076924
Moderate 0.40336934 Moderate Con 0.48 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about …
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about an American education system would compare to say the local village school in rural Kenya? Do you think something like that would play a part in iq level? Some of you need to get your own checked I swear. 35% of Kenyans live under the FOOD poverty standard. 18.3 million people live under the food poverty line in the United States (13%> of US population) 18.5 million live under the food poverty line in Kenya. The population of Kenya is around 53 million. That’s just over 1/7 of the US population. Do you think that maybe plays a part? That’s only one country, we can keep going, if you crunch the numbers on the whole continent it’s so obvious that you’d have to be .. low iq not to see it lol.
Identity Attack0.37082586
Insult0.4125297
Profanity0.07223598
Threat0.009281937
Severe Toxicity0.018707745
Moderate 0.4014846 Moderate Con 0.48
Jan 27, 2026 Inside Canada's Indian Invasion...
These ENTITLED whites think It's their land The same is happening to them what they did to native Americans, Karma always payback
These ENTITLED whites think It's their land The same is happening to them what they did to native Americans, Karma always payback
Identity Attack0.46028158
Insult0.26395
Profanity0.10797132
Threat0.02440793
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.238 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
LOl the fact CBC denies anything proves it is true. Doesn't CBC know everyone thinks they are liars? The anti Cdn propaganda machine funded by money stolen from Cdns? This isn't just me saying it, …
LOl the fact CBC denies anything proves it is true. Doesn't CBC know everyone thinks they are liars? The anti Cdn propaganda machine funded by money stolen from Cdns? This isn't just me saying it, I haer it all the time. " Everyone knows CBC is full of it." As the left crumbles having created Trump they went into shock. Comes around goes around. Cdn Bonds are now junk and your houses will soon be worthless. Laugh today, you will be weeping soon. Goodbye!
Identity Attack0.023595277
Insult0.46173862
Profanity0.0838743
Threat0.008841781
Severe Toxicity0.009346008
Moderate 0.4014846 Low Con 0.294
Jul 16, 2018 2 likes How much do refugees and …
I don't think this video is showing us the situation and the reality. I feel that this video is wanting to find the specific things and hateful thoughts about Indians. And I'm not an Indian …
I don't think this video is showing us the situation and the reality. I feel that this video is wanting to find the specific things and hateful thoughts about Indians. And I'm not an Indian and I don't really like Indians.
Identity Attack0.4931391
Insult0.23704576
Profanity0.17334256
Threat0.015774792
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.679 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Indians think that Punjab is different than the other Singhshitlanders 😂😂😂
Indians think that Punjab is different than the other Singhshitlanders 😂😂😂
Identity Attack0.45348886
Insult0.3388922
Profanity0.32658687
Threat0.012803185
Severe Toxicity0.048457388
Moderate 0.4014846 Low Con 0.223 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc. They can speak their language amongst …
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc. They can speak their language amongst themselves and enjoy their culture at home. The guy with the bike is disgusting with his comments about people from Africa. A few bad people don't describe an entire race. One of the dumbest things a person can do is bring a weapon with them unless they are trained on how to use it. Meeting a human smuggler is dangerous and stupid.
Identity Attack0.2308735
Insult0.47020787
Profanity0.16217725
Threat0.04098356
Severe Toxicity0.017610285
Moderate 0.4014846 Constructive 0.71 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
I used to not be able to stand this guy. I was a little upset with the whitteker inbred videos, but this guy's content is good. I like what he is doing. I think Tyler …
I used to not be able to stand this guy. I was a little upset with the whitteker inbred videos, but this guy's content is good. I like what he is doing. I think Tyler can get a lot more done than that stupid Nick Shirley who had that old man Dave figure everything out so he could swoop in and take all the credit for it. Dave ended Walz not Shirley.
Identity Attack0.04177703
Insult0.44464502
Profanity0.29209393
Threat0.012130005
Severe Toxicity0.016900165
Moderate 0.4014846 Constructive 0.617 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
No wonder the usa wants to get canada, all these 1st world countries specially in europe turning poop. Think twice before who you vote for.
No wonder the usa wants to get canada, all these 1st world countries specially in europe turning poop. Think twice before who you vote for.
Identity Attack0.17226285
Insult0.40243408
Profanity0.25184435
Threat0.009540852
Severe Toxicity0.018578632
Moderate 0.4014846 Low Con 0.167 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I think it's so hilarious that he bought a knife for protection I love this videos but he only keeps on proving how much of a 🐱🐱🐱🐱 he is lmfao
I think it's so hilarious that he bought a knife for protection I love this videos but he only keeps on proving how much of a 🐱🐱🐱🐱 he is lmfao
Identity Attack0.04796442
Insult0.34101152
Profanity0.22552395
Threat0.13313138
Severe Toxicity0.023364257
Moderate 0.4014846 Moderate Con 0.355 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Please remove that dirty blue statue or any Indian statue , like do Indian people think they are blue ?
Please remove that dirty blue statue or any Indian statue , like do Indian people think they are blue ?
Identity Attack0.44690517
Insult0.3388922
Profanity0.16822512
Threat0.023889944
Severe Toxicity0.022839356
Moderate 0.4014846 Low Con 0.21 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Well the natives never got a chance to think about demographic replacement, they all were brought to death. It's hypocritical for Europeans(White) to talk about demographic replacement, when in reality they are immigrants themselves
Well the natives never got a chance to think about demographic replacement, they all were brought to death. It's hypocritical for Europeans(White) to talk about demographic replacement, when in reality they are immigrants themselves
Identity Attack0.46028158
Insult0.3416952
Profanity0.16031636
Threat0.04167421
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.422 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one …
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one cause i agree some people in India are not educated enough to not fall for the so called "healthy tips" given by some brain washers in India on the basis of religion and as people say they are always on their phones and talking loudly and other things i will just say one thing see Canada born Indian's they are same as normal Canadian kids its just that their parents migrated from India to Canada and they lived half of their life in India soo in India it is common to do things like this they just need some time to adjust and even after 10 20 years they still act like this then please just see their kids they are well behaved and know how to behave in this country and i am not talking about eating poo cause that's just straight up bs yes i agree some do eat but not on regular basis and those who eat are not even 0.1% of Indians they are just less educated people those don't believe on modern meds and just get brainwashed by so called religious guru's who says drink cow piss and eat cow dung that is just bs and non educated Indian's don't get it, that's my time you are free to argue on some points in the reply's. Thank you
Identity Attack0.43896464
Insult0.39297962
Profanity0.240511
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.758
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I think we can all agree we don't want our countries to become India😏
I think we can all agree we don't want our countries to become India😏
Identity Attack0.4911651
Insult0.18977246
Profanity0.13256322
Threat0.04233929
Severe Toxicity0.02411546
Moderate 0.4013387 Moderate Con 0.367 Comparative_Framing
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
Just think how many Canadian jobs they stole... And they're pagans...😂
Just think how many Canadian jobs they stole... And they're pagans...😂
Identity Attack0.37292135
Insult0.42167732
Profanity0.03239325
Threat0.008246276
Severe Toxicity0.012359619
Moderate 0.4013387 Low Con 0.24
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Its not just brampton. They are fking everywhere. My walmart, costco in Brampton flooded always think im in new delhi
Its not just brampton. They are fking everywhere. My walmart, costco in Brampton flooded always think im in new delhi
Identity Attack0.06431354
Insult0.24287975
Profanity0.46460027
Threat0.009256045
Severe Toxicity0.023076924
Moderate 0.4013387 Moderate Con 0.434
Dec 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Whatever you do don't miscegenate with Indians. I'm 1/4 Indian, mentally ill and I look Chinese. People think I'm Chinese but when I tell them I'm Indian they throw up in heir mouths and I …
Whatever you do don't miscegenate with Indians. I'm 1/4 Indian, mentally ill and I look Chinese. People think I'm Chinese but when I tell them I'm Indian they throw up in heir mouths and I can 100% understand why.
Identity Attack0.46028158
Insult0.32211447
Profanity0.2600683
Threat0.13599728
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.632 Identity_Assertion
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Why wouldn’t they be there. Their country is filth through the majority cause their institution has failed miserably with keeping up with the infrastructure as a whole , they are born into overpopulation out performing …
Why wouldn’t they be there. Their country is filth through the majority cause their institution has failed miserably with keeping up with the infrastructure as a whole , they are born into overpopulation out performing their systems capability to keep up and or invest in which is at Lack!, also India has the Cast system which most of these Indians are considered lower class in their homeland, so the opportunities abroad come considerably easier, am I right? I don’t know but I’m right to think so, But hey they move abroad but still live within they can’t escape them selves.
Identity Attack0.40713623
Insult0.39297962
Profanity0.27005023
Threat0.012906751
Severe Toxicity0.023106033
Moderate 0.40060925 Constructive 0.556
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
As a German I think Indian immigration is better than Muslim immigration
As a German I think Indian immigration is better than Muslim immigration
Identity Attack0.49855098
Insult0.16839184
Profanity0.10363861
Threat0.010628296
Severe Toxicity0.023076924
Moderate 0.40060925 Moderate Con 0.427 Identity_Assertion
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
I have very deep roots here, I’m so sad our country is being ruined no matter what we do! They kill our people, they steal, they dedicate in our parks, lakes, rivers and oceans! They …
I have very deep roots here, I’m so sad our country is being ruined no matter what we do! They kill our people, they steal, they dedicate in our parks, lakes, rivers and oceans! They are killing everything! This goes on and our drinking water, animals will die! They came here because their country is no good. Now they want to do the same thing here!!! The gov’t uses our tax dollars to facilitate this, anyone that voted for this voted to kill Canada! They were netting Salmon during spawning season, very illegal and will quickly kill off the Salmon. Think about it!
Identity Attack0.36702603
Insult0.34392178
Profanity0.087430455
Threat0.20938614
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.561
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
If you whites think there are entitled for piece of land just because they massacred, oppressed local population which is what you have done, then we Indians very well have that right limited to mass …
If you whites think there are entitled for piece of land just because they massacred, oppressed local population which is what you have done, then we Indians very well have that right limited to mass migration. Big eats small.
Identity Attack0.46028158
Insult0.24928534
Profanity0.15371579
Threat0.0824309
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.386
Jan 27, 2026 Inside Canada's Indian Invasion...
Honestly as an Indian (tamil-nadu) I genuinely don't think anything Tyler does is racist. I am an international student in canada doing hons finance and doing my cfa this sem. do I think all indians …
Honestly as an Indian (tamil-nadu) I genuinely don't think anything Tyler does is racist. I am an international student in canada doing hons finance and doing my cfa this sem. do I think all indians are bad.. no not at all, but the ones that push their religion on others are most definetly bad and lack at civic sense. Punjabis get a lot of hate cuz 70% of them faked their student visas and got here, same goes for any tamil and indian or any country YOU CANNOT DO SOMETHING ILLEGALY THEN DEMAND TO BE TREATED THE SAME AS A LEGAL CIVILLIAN. and then there are people with no civic sense. it is wild
Identity Attack0.4482637
Insult0.35849577
Profanity0.14490221
Threat0.01508414
Severe Toxicity0.023076924
Moderate 0.3977292 Constructive 0.751 Personal_Narrative
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
Right in my face?? Lets do it!!! I wanna see this!!! Christians have been too nice but dont forget we are not lazy. We can take our country back easy!! I think its time. Lets …
Right in my face?? Lets do it!!! I wanna see this!!! Christians have been too nice but dont forget we are not lazy. We can take our country back easy!! I think its time. Lets she'd blood once again like in the past. All you others, fight for your OWN COUNTRY!!
Identity Attack0.381025
Insult0.17610447
Profanity0.13256322
Threat0.34839883
Severe Toxicity0.02449106
Moderate 0.3969567 Constructive 0.507 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
If you go to a country better respect the value and culture of the area and assimilate with them and I think Indian mostly does that. Be useful the country or otherwise leave. But the …
If you go to a country better respect the value and culture of the area and assimilate with them and I think Indian mostly does that. Be useful the country or otherwise leave. But the guy on the bike is quite racists nobody east poop but people who don't wash their @$$ after business don't have to give hygienic advice 😂
Identity Attack0.37082586
Insult0.3416952
Profanity0.2366394
Threat0.011430934
Severe Toxicity0.023076924
Moderate 0.39644176 Constructive 0.535 Moral_Argument
Feb 4, 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.