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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "I like the dude on …" 70 comments · Page 3 of 3
*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)
2:53 That dude looks like your bro from Poland xD.
2:53 That dude looks like your bro from Poland xD.
Identity Attack0.14875233
Insult0.06739554
Profanity0.07449899
Threat0.010887212
Severe Toxicity0.01121521
Low Tox 0.2412222 Moderate Con 0.421
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in …
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in the 2010s hearing about immigrants/refugees not assimilating in Europe and constantly just thought "well why don't they just do immigration with strong assimilation like we do here in Canada?", and now we had 4 years of sloppy immigration give or take, unfortunate. At least the straight up policies that led to this influx of poorly managed immigration is removed, but the same leaders and cabinet members and the like of the liberal government are present. Oh and did I mention they keep privatizing things, throwing money at mining industries without any seeing of the benefit to working Canadians realistically, and planning to build a pipeline by like 2035 towards east Asia which will likely be majority renewable energy by then, without actually trying to address the issues now present from the 4 years of sloppy immigration policy?
Identity Attack0.10221587
Insult0.08508729
Profanity0.05543986
Threat0.008246276
Severe Toxicity0.0051498413
Low Tox 0.1996317 Constructive 0.765 Policy_Critique
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Dude it’s just a Hindu temple, and the statue ur filming is Hanuman a vanar warrior who was in charge of guarding lord ram the avatar of Vishnu and a highly revered god or deity …
Dude it’s just a Hindu temple, and the statue ur filming is Hanuman a vanar warrior who was in charge of guarding lord ram the avatar of Vishnu and a highly revered god or deity in Hinduism. It symbolizes the protection. It’s like you filming a church, mosque, gurdwara, Buddhist Shinto temple or any place of worship . Even the Chinese population is more than Indian over all in North America us-Canada overall. Problem is we don’t spy or build ccp police stations . Weakness is a problem
Identity Attack0.16993292
Insult0.06250052
Profanity0.013507691
Threat0.007145886
Severe Toxicity0.0038719177
Low Tox 0.17891699 Moderate Con 0.471
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Dude, you haven't been "human-trafficked". You voluntarily hired the services of a smuggler -- just like everyone else who wants to cross a border illegally.
Dude, you haven't been "human-trafficked". You voluntarily hired the services of a smuggler -- just like everyone else who wants to cross a border illegally.
Identity Attack0.031206898
Insult0.07491849
Profanity0.015932998
Threat0.007741391
Severe Toxicity0.0032424927
Low Tox 0.16331999 Moderate Con 0.366 Policy_Critique
Feb 19, 2026 Inside Canada's Indian Invasion...
oh no, look at that statue. Cambodia took the right action. West allowed you in, not these statues. Lol, one months of stay (dude,it is one month), because his brother is staying here , but …
oh no, look at that statue. Cambodia took the right action. West allowed you in, not these statues. Lol, one months of stay (dude,it is one month), because his brother is staying here , but he would have sold everything in his homeland to come and settle in Canada, and he will start with a visit visa for one months, lol. Slowly breaking into settling down here. Most of these statue lovers, talk about love for their homeland, but they all want to leave their homeland and want to come settle in one of these Western, Christian countries. If you are patriotic , why do you even want to come and settle in Western Christian countries? because deep within they know Christian countries are blessed. I have heard, when they go visit their homeland, they feel so proud telling their locals that they are settled in one of these Western countries and are not locals like them. Double standards of patriotism.
Identity Attack0.03894114
Insult0.07840354
Profanity0.041912504
Threat0.008181547
Severe Toxicity0.004558563
Low Tox 0.16331999 Moderate Con 0.496 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
Bike dude speaks like he’s got nothing to loose!! 😂
Bike dude speaks like he’s got nothing to loose!! 😂
Identity Attack0.00621564
Insult0.06652143
Profanity0.035148825
Threat0.008155655
Severe Toxicity0.0035095215
Low Tox 0.15213956 Low Con 0.173 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I really liked the black gentleman's support of Canada. I'm an old white dude, born and bred in Canada. I feel he is as Canadian as me .
I really liked the black gentleman's support of Canada. I'm an old white dude, born and bred in Canada. I feel he is as Canadian as me .
Identity Attack0.17459276
Insult0.0314771
Profanity0.038655918
Threat0.008077981
Severe Toxicity0.004749298
Low Tox 0.15158679 Constructive 0.762 Solidarity
Aug 26, 2025 145 likes Why Canadians Are Turning Against …
So glad you did this video. Dude lowkey they are everywhere in canada now. Its like if you are applying for a job and you see the place as indian people your chances of getting …
So glad you did this video. Dude lowkey they are everywhere in canada now. Its like if you are applying for a job and you see the place as indian people your chances of getting a job is almost no chance because they will only hire their own people. Kinda messed up, and definitely think something needs to be done.... Still winter, wouldnt mind seeing some more ice... if you know what i mean eh.
Identity Attack0.11047905
Insult0.04090862
Profanity0.02522431
Threat0.0074436385
Severe Toxicity0.0041770935
Low Tox 0.14950264 Constructive 0.648
Jan 27, 2026 Inside Canada's Indian Invasion...
❤ the bike dude telling it like it is. Lmfao 😂
❤ the bike dude telling it like it is. Lmfao 😂
Identity Attack0.0091384705
Insult0.03566399
Profanity0.08549073
Threat0.009851551
Severe Toxicity0.0059509277
Low Tox 0.1373533 Moderate Con 0.357 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude on the bike says it all lol and him on a bike tells it all . Looks like he just got off his training wheels lol
Dude on the bike says it all lol and him on a bike tells it all . Looks like he just got off his training wheels lol
Identity Attack0.006178642
Insult0.05262003
Profanity0.039657943
Threat0.008686432
Severe Toxicity0.0037193298
Low Tox 0.13388206 Moderate Con 0.338 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
ngl i agree with bike dude, like I'm not racist but he's somewhat right, he got some good points
ngl i agree with bike dude, like I'm not racist but he's somewhat right, he got some good points
Identity Attack0.08749158
Insult0.028722567
Profanity0.079025
Threat0.009385503
Severe Toxicity0.00579834
Low Tox 0.12867521 Constructive 0.508 Identity_Assertion
Feb 18, 2026 Inside Canada's Indian Invasion...
10:55 that dude sounds like @brandonbuckingham
10:55 that dude sounds like @brandonbuckingham
Identity Attack0.011691323
Insult0.028171662
Profanity0.050429728
Threat0.010783645
Severe Toxicity0.0046920776
Low Tox 0.1013248 Moderate Con 0.331 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude the guy with the helmet on 05:30 is Hilarious, Telling it like it is!
Dude the guy with the helmet on 05:30 is Hilarious, Telling it like it is!
Identity Attack0.006992595
Insult0.03257891
Profanity0.02071529
Threat0.008116818
Severe Toxicity0.002632141
Low Tox 0.09741997 Moderate Con 0.342 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Bike guy seems like a regular dude
Bike guy seems like a regular dude
Identity Attack0.013546381
Insult0.034341812
Profanity0.029050145
Threat0.0077025536
Severe Toxicity0.002822876
Low Tox 0.0969861 Moderate Con 0.346 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good …
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good thing. I understand that many Canadians want assimilation but you can’t seriously expect people who were raised in another country for decades to automatically become Hockey viewers and poutine fans overnight assimilation takes time. Instead of looking at them with skepticism y’all should talk with one another instead. That old dude towards the end really said it best that we should help one another as humans.
Identity Attack0.028418748
Insult0.03489272
Profanity0.019348921
Threat0.007068211
Severe Toxicity0.0021266937
Low Tox 0.0926474 Constructive 0.8
Oct 4, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
I like the dude on bike. You need people like that.
I like the dude on bike. You need people like that.
Identity Attack0.006178642
Insult0.020708188
Profanity0.024062896
Threat0.020436687
Severe Toxicity0.0044822693
Low Tox 0.08795626 Moderate Con 0.477 Solidarity
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
“Its like home” dude your standing in the snow…
“Its like home” dude your standing in the snow…
Identity Attack0.0026453468
Insult0.018774498
Profanity0.0137468055
Threat0.0068869707
Severe Toxicity0.0013256073
Low Tox 0.03875561 Low Con 0.288 Humor_Satire
Feb 4, 2026 87 likes Inside Canada's Indian Invasion...
Dude on the bike was telling it like it is
Dude on the bike was telling it like it is
Identity Attack0.004328749
Insult0.015340924
Profanity0.019622196
Threat0.008764107
Severe Toxicity0.0019359589
Low Tox 0.038519915 Moderate Con 0.311 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I like that dude riding the bike, he’s speaking some truth.
I like that dude riding the bike, he’s speaking some truth.
Identity Attack0.0040512653
Insult0.01617693
Profanity0.014771583
Threat0.007961469
Severe Toxicity0.0015449524
Low Tox 0.034984488 Moderate Con 0.43 Solidarity
Jan 27, 2026 36 likes 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.