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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

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Active: "LOL, I like how he …" 70 comments · Page 3 of 3
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? …
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? Or wont we just be a place just like the places they are trying to leave?? Also a payment to set up your house??? LOL. I knew a single Mom who left an abusive relationship.. ( born in Canada) and you know what the government in BC gave her to help her set up her house?!! A used bed!!!Thats all,, oh and a crisis grant for $40! If she needed more than the 1000$ pre month! This is a complete joke! We need to look after Canadians first, or we wont have healthcare and become a 3rd world country too!!
Identity Attack0.06340405
Insult0.097093195
Profanity0.043165036
Threat0.00899713
Severe Toxicity0.0073623657
Low Tox 0.20705862 Constructive 0.657
Feb 9, 2019 How much do refugees and …
I just came from there about a week and a half ago and im originally from o puerto rico living in FL and went into a store to buy diapers for my son and it …
I just came from there about a week and a half ago and im originally from o puerto rico living in FL and went into a store to buy diapers for my son and it was all India even the signs in Indian and I really felt like an alien as everyone looked at me like I was not from this planet lol not to offend anyone but I won't be back any time soon.
Identity Attack0.18235919
Insult0.0654725
Profanity0.13608865
Threat0.011379151
Severe Toxicity0.010223389
Low Tox 0.2028889 Constructive 0.678 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Too conservative??! Lol, more like too liberal and woke in our government.
Too conservative??! Lol, more like too liberal and woke in our government.
Identity Attack0.0233943
Insult0.08459369
Profanity0.02836696
Threat0.007081157
Severe Toxicity0.0032043457
Low Tox 0.18459146 Low Con 0.216
Aug 25, 2025 Why Canadians Are Turning Against …
12:49 they don't sell any knives like those in Canada, unless its online or at the flea market lol
12:49 they don't sell any knives like those in Canada, unless its online or at the flea market lol
Identity Attack0.061130337
Insult0.054962315
Profanity0.026590679
Threat0.012130005
Severe Toxicity0.0049972534
Low Tox 0.17025198 Moderate Con 0.442 Meta_Commentary
Mar 2, 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...
LOL, Diab will do NOTHING! With the century project, Carney will ignore the issue. Just like "Bail reform", Sean Fraser does nothing; CBSA will probably seem threatening but they probably will use the honour system …
LOL, Diab will do NOTHING! With the century project, Carney will ignore the issue. Just like "Bail reform", Sean Fraser does nothing; CBSA will probably seem threatening but they probably will use the honour system for self-deportation. Fraser, Miller and Diab accepted immigrants with criminal records. So why hunt down immigrants who are probably contributing to Canada? "Canada has approved entry for more than 17,600 people with a criminal record in last decade " PLUS all the Flight Attendants from India that did not go back to India. CBSA is NOT even close to being like ICE. The judges are lenient to immigrants who break Canadian laws to prevent deportation. The Federal Liberals are more interested in hiding taxpayer money.
Identity Attack0.04925346
Insult0.07396803
Profanity0.028640235
Threat0.010343489
Severe Toxicity0.0044822693
Low Tox 0.16245349 Constructive 0.564
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
The guy in bike sound like trump lol
The guy in bike sound like trump lol
Identity Attack0.010655383
Insult0.06953252
Profanity0.027683776
Threat0.007935578
Severe Toxicity0.0030708313
Low Tox 0.15324512 Low Con 0.205 Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
I like that guy with a bicycle lol Speaks like how all Canadians think
I like that guy with a bicycle lol Speaks like how all Canadians think
Identity Attack0.10221587
Insult0.039737478
Profanity0.02385794
Threat0.008634649
Severe Toxicity0.0048828125
Low Tox 0.15213956 Moderate Con 0.341 Humor_Satire
Feb 16, 2026 1 likes 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...
Lol what a joke of a headline. That's like sinking in a ship and bragging that we're getting rid of a bucket of water a day while simultaniously dumping 12 olympic size swimming pools into …
Lol what a joke of a headline. That's like sinking in a ship and bragging that we're getting rid of a bucket of water a day while simultaniously dumping 12 olympic size swimming pools into the ship...
Identity Attack0.004920715
Insult0.054376744
Profanity0.021125201
Threat0.009722093
Severe Toxicity0.0026130676
Low Tox 0.12260055 Moderate Con 0.305 Humor_Satire
Jan 2, 2026 1 likes Deportations From Canada at Their …
Oh man, why wasn't I in that video? The thing is, when you bring up people who faced discrimination and serious problems in their home countries—like not having access to a decent standard of living, …
Oh man, why wasn't I in that video? The thing is, when you bring up people who faced discrimination and serious problems in their home countries—like not having access to a decent standard of living, proper culture, or good education—it makes everything so much harder for them when they arrive in a new country too.I also want to talk about jobs in Canada, bruh. All the industries seem dominated by specific ethnic groups that have basically taken them over. For example, in construction, you mostly see Spanish or Portuguese crews who only speak their own language on the job. And Indians—they've pretty much taken over all the Walmarts and fast-food chains in Canada.They should've kept Canada truly multicultural instead of letting it turn into this. And don't even get me started on the nepotism in the job market lol. You cant even make a gues how hard was for me to find a roofing company that speaks english in their crews lol.
Identity Attack0.06294931
Insult0.045593183
Profanity0.035399333
Threat0.007754337
Severe Toxicity0.0038719177
Low Tox 0.121732734 Constructive 0.756
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro looks frozen in every interview and Canadians are just vibing like we normaly do lol
Bro looks frozen in every interview and Canadians are just vibing like we normaly do lol
Identity Attack0.060220852
Insult0.05086332
Profanity0.023721304
Threat0.006537435
Severe Toxicity0.0032043457
Low Tox 0.119997114 Moderate Con 0.323 Comparative_Framing
Jan 29, 2026 30 likes Inside Canada's Indian Invasion...
that statue looked like mr bean lol
that statue looked like mr bean lol
Identity Attack0.0073995716
Insult0.03827355
Profanity0.030890211
Threat0.007353018
Severe Toxicity0.0028419495
Low Tox 0.112436704 Moderate Con 0.302 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. …
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. Many of my friends and family friends have moved to other neighborhoods POST mosques being put up near their homes. And let's not talk about employment and foreign "students". I was lucky to get a job last summer at a family owned small business Ice Cream store right after high school. We even got a review saying we weren't diverse enough despite us being a group of White, East Asian and Black employees lol. And many people say if your not Indian and your getting your drivers test, you go out of Brampton to do the test because you'll likely get discriminated by who is running the test. It's absolutely absurd. It sounds like tin foil hat sh*t, but if you live here like me everything comes full circle. But ofc there are good ones, but they are typically the westernized ones, who have assimilated, they play or watch hockey and have developed a Canadian accent. But the majority haven't assimilated, they are likely first generation, and they do things like stuff 15+ people in one suburban home. And just small things like staring at you in public (idk why their community stares you down), they spit on sidewalks, and they use some crazy a$$ spices when they cook. The smell carries over for blocks and you know your in deep Brampton territory when your driving and that smell of spicy curry hits you and you gotta roll up them windows lol. It's a nasty smell. This mass migration is a huge issue and needs awareness.
Identity Attack0.06476828
Insult0.033460364
Profanity0.03690237
Threat0.008077981
Severe Toxicity0.0038528442
Low Tox 0.10696511 Constructive 0.818 Personal_Narrative
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Im from Chicago, went to Toronto/ Mississagua area for vacation last year in May… lets just say i felt like i was in India lol
Im from Chicago, went to Toronto/ Mississagua area for vacation last year in May… lets just say i felt like i was in India lol
Identity Attack0.06294931
Insult0.024511116
Profanity0.03189224
Threat0.007353018
Severe Toxicity0.0030899048
Low Tox 0.09655223 Moderate Con 0.442 Identity_Assertion
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Buddy in red on the thumbnail looks like Devon Larratt lol
Buddy in red on the thumbnail looks like Devon Larratt lol
Identity Attack0.009545447
Insult0.028061481
Profanity0.03189224
Threat0.008194493
Severe Toxicity0.00289917
Low Tox 0.09033044 Low Con 0.233 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Guy that looks like he pays no taxes, is claiming that others pay no taxes... lol!
Guy that looks like he pays no taxes, is claiming that others pay no taxes... lol!
Identity Attack0.0029598286
Insult0.037980765
Profanity0.017026093
Threat0.0061296434
Severe Toxicity0.0015926361
Low Tox 0.08795626 Low Con 0.16 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
i like the guy on the bike lol
i like the guy on the bike lol
Identity Attack0.0076955543
Insult0.021803947
Profanity0.03990845
Threat0.010964886
Severe Toxicity0.0039482117
Low Tox 0.08716487 Moderate Con 0.394 Humor_Satire
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
When are you going to swing by Surrey, BC? It's just like Brampton. lol
When are you going to swing by Surrey, BC? It's just like Brampton. lol
Identity Attack0.008583503
Insult0.028061481
Profanity0.02030538
Threat0.008764107
Severe Toxicity0.002374649
Low Tox 0.085582085 Moderate Con 0.379 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
LOL you act like this is the only country that does something like this
LOL you act like this is the only country that does something like this
Identity Attack0.0015435877
Insult0.0050142864
Profanity0.000119839344
Threat0.00011751879
Severe Toxicity0.0000029770179
Low Tox 0.013396662 Humor_Satire
Dec 8, 2025 9 likes

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.