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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: "It was so bad for …" 741 comments · Page 1 of 30
Fuck me, So you visiting for 6 months lol on 1 month visa, wow, I mean I knew it was bad but the fuckery here seems to be state sponsored level fuckery
Fuck me, So you visiting for 6 months lol on 1 month visa, wow, I mean I knew it was bad but the fuckery here seems to be state sponsored level fuckery
Identity Attack0.10221587
Insult0.48627716
Profanity0.90150756
Threat0.03373172
Severe Toxicity0.46947223
Toxic 0.9288007 Moderate Con 0.36 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
your content is so bad and charged. shit sad
your content is so bad and charged. shit sad
Identity Attack0.04641757
Insult0.5678696
Profanity0.86331284
Threat0.012596053
Severe Toxicity0.35368225
Toxic 0.9248995 Low Con 0.159 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Who tells you all this bullshit free this free that OK if you’re a refugee, you might get $3000 coming in that’s it. You don’t get free anything so go fuck yourself assholes we need …
Who tells you all this bullshit free this free that OK if you’re a refugee, you might get $3000 coming in that’s it. You don’t get free anything so go fuck yourself assholes we need immigrants and we need them very badly. We don’t need people believing the bullshit just cause the Internet says sojust look at our birth rate. Look at our older people put the two numbers together and see how much we need more people.
Identity Attack0.46028158
Insult0.6675394
Profanity0.8186401
Threat0.13650303
Severe Toxicity0.50703704
Toxic 0.8988238 Moderate Con 0.379 Insult
Aug 31, 2025 Why Canadians Are Turning Against …
canada has gone to shit its disgusting even here in alberta it has gotten pretty bad
canada has gone to shit its disgusting even here in alberta it has gotten pretty bad
Identity Attack0.5135796
Insult0.6109131
Profanity0.7785769
Threat0.018364733
Severe Toxicity0.35368225
Toxic 0.89241093 Moderate Con 0.313 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada sucks so bad now, so many dirty Indians ruining our country
Canada sucks so bad now, so many dirty Indians ruining our country
Identity Attack0.7856228
Insult0.7218519
Profanity0.6001929
Threat0.020609349
Severe Toxicity0.44787344
Toxic 0.89241093 Moderate Con 0.308 Identity Attack Insult Identity_Assertion
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
Indians are awful! Nobody can stand this damn invasion anymore, the schemes, the immigration fraud, the horrible habits, the noise they make, and all the bad things they do!
Indians are awful! Nobody can stand this damn invasion anymore, the schemes, the immigration fraud, the horrible habits, the noise they make, and all the bad things they do!
Identity Attack0.7426507
Insult0.6798578
Profanity0.6528205
Threat0.09776353
Severe Toxicity0.45895407
Toxic 0.85333383 Low Con 0.277 Identity Attack Insult Identity_Assertion
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
Stinky mfers all over now like why the fu ck do you smell so bad i shouldn't be able to smell you from 20 feet away
Stinky mfers all over now like why the fu ck do you smell so bad i shouldn't be able to smell you from 20 feet away
Identity Attack0.1444726
Insult0.5723624
Profanity0.7181329
Threat0.1284288
Severe Toxicity0.4561839
Toxic 0.85333383 Moderate Con 0.301 Insult
Sep 12, 2025 Why Canadians Are Turning Against …
Brampton.... yeah no shit. Shit hole of this country. Come to Calgary or something and see how bad it is even in a conservative area.
Brampton.... yeah no shit. Shit hole of this country. Come to Calgary or something and see how bad it is even in a conservative area.
Identity Attack0.3043136
Insult0.5497792
Profanity0.85672
Threat0.0130621
Severe Toxicity0.33047765
Toxic 0.8460273 Low Con 0.28 Insult Fear_Threat
Feb 5, 2026 Inside Canada's Indian Invasion...
15 years ago I was riding the sky train in Vancouver, I think I was in Surrey, and there were so many Punjabis. They smelled really bad. Filthy race. Canada has been effectively colonized and …
15 years ago I was riding the sky train in Vancouver, I think I was in Surrey, and there were so many Punjabis. They smelled really bad. Filthy race. Canada has been effectively colonized and the government allowed it in the name of social justice. Idiotic traitors.
Identity Attack0.5612457
Insult0.802824
Profanity0.39409557
Threat0.015602129
Severe Toxicity0.16960317
Toxic 0.8252207 Moderate Con 0.499 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
So fucking based bro. BC is just as bad
So fucking based bro. BC is just as bad
Identity Attack0.051580742
Insult0.44802538
Profanity0.8449782
Threat0.00967031
Severe Toxicity0.21596274
Toxic 0.8252207 Moderate Con 0.33 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
canada sucks badly
canada sucks badly
Identity Attack0.55044734
Insult0.57787937
Profanity0.61633086
Threat0.009256045
Severe Toxicity0.2281948
Toxic 0.8115627 Moderate Con 0.356 Identity Attack Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
To be fair, the Indians are really not that bad, infact some of the best cultures on the planet. HOWEVER, that Hanuman Statue holy fuck!? That is taking the piss 😂.
To be fair, the Indians are really not that bad, infact some of the best cultures on the planet. HOWEVER, that Hanuman Statue holy fuck!? That is taking the piss 😂.
Identity Attack0.5502601
Insult0.5130944
Profanity0.7654259
Threat0.02250864
Severe Toxicity0.35368225
Toxic 0.7998551 Moderate Con 0.41 Identity Attack Insult Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it …
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it becomes a problem. Canada accepts a lot of immigrants more then the US but if the US had a less strict immigration policy it would probably look very similar. Canada is super under populate comparing it to other countries of the same exact size. Hey Canadians can we not be as racist as the flipping Americas. Saying that they're is an invasion of people who have proper documentation and are allowed to live in Canada is racist. To say you want people of a different race or culture is flipping racist no matter what way you spin it. It makes me so angry that fucking youtuber with no fucking degree gets to shit on others people lives and profit off of it. And the sad part is Tyler is not the only one doing this but many other youtubers are straight up doing bad journalism and taking random peoples word for it...with zero degrees in the matter they are speaking about. Yes sometime he gets people who actually know what they are talking about but most the time they are super bias or have something to gain from talking about it. Anyways, I just tired of "Scary" propaganda most the time it's not an actually issue. What we as Canadians should be focused on why you need 10+ years of experience to work a minimum wage job (And it isn't Indian immigrants fault but greedy corporations)
Identity Attack0.55044734
Insult0.57787937
Profanity0.70384485
Threat0.03304107
Severe Toxicity0.3529199
Toxic 0.78711975 Constructive 0.734 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
These indians are the worst individuals in Canada! Tyler retard, can you do a better job in showing how bad they are!just like you!! 😂😂😂
These indians are the worst individuals in Canada! Tyler retard, can you do a better job in showing how bad they are!just like you!! 😂😂😂
Identity Attack0.69783735
Insult0.6991143
Profanity0.36230123
Threat0.02440793
Severe Toxicity0.35368225
Toxic 0.7856813 Low Con 0.208 Identity Attack Insult Identity_Assertion
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
Comments hyping that guy on the bike up lol nah take that racist shit out of my country. Just because a couple are bad does not mean the majority are
Comments hyping that guy on the bike up lol nah take that racist shit out of my country. Just because a couple are bad does not mean the majority are
Identity Attack0.39461556
Insult0.563347
Profanity0.70864636
Threat0.028379176
Severe Toxicity0.23225145
Toxic 0.7701451 Low Con 0.29 Insult Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Indians smell so bad its crazy
Indians smell so bad its crazy
Identity Attack0.7426507
Insult0.61794597
Profanity0.37993968
Threat0.019055385
Severe Toxicity0.35166132
Toxic 0.7701451 Low Con 0.269 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
5:36 this guy is an idiot. Indians are good hard working people. There’s bad in every culture. If you take the time to talk to them you might be surprised.
5:36 this guy is an idiot. Indians are good hard working people. There’s bad in every culture. If you take the time to talk to them you might be surprised.
Identity Attack0.43896464
Insult0.7298119
Profanity0.4989438
Threat0.020609349
Severe Toxicity0.16960317
Toxic 0.7701451 Moderate Con 0.421 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
"SAAR YOU CANNOT POST THIS VIDEO HAR SIR PLZ IT IS MAKE INDIA SUPA POWER LOOK BAD SAAR." Very strange to import indians and then get in bed with fuking china of all countries. (They …
"SAAR YOU CANNOT POST THIS VIDEO HAR SIR PLZ IT IS MAKE INDIA SUPA POWER LOOK BAD SAAR." Very strange to import indians and then get in bed with fuking china of all countries. (They don't like india)
Identity Attack0.5698139
Insult0.5130944
Profanity0.62717754
Threat0.13768311
Severe Toxicity0.45895407
Toxic 0.7675452 Low Con 0.282 Identity Attack Insult Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
It’s funny cause I tell people how bad it is up there. It’s disgusting. Canada literally pays them to move to thru country. When I visited Canada I had a very bad experience there because …
It’s funny cause I tell people how bad it is up there. It’s disgusting. Canada literally pays them to move to thru country. When I visited Canada I had a very bad experience there because of all the damn Indians. They’re buying up all the businesses and pushing out white folk and everyone else and only hiring native Indians. They’re disgusting, despicable humans
Identity Attack0.6649212
Insult0.69164425
Profanity0.50818664
Threat0.031314444
Severe Toxicity0.3361876
Toxic 0.76523775 Moderate Con 0.468 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
People like them who are idiots committing frauds make all other Indians look bad! (The ones who are born and raised in Canada and the ones who actually come to Canada to work their aşś …
People like them who are idiots committing frauds make all other Indians look bad! (The ones who are born and raised in Canada and the ones who actually come to Canada to work their aşś off to make ends meet) It’s a real piss off! The ones who help them commit fraud are a disgrace to ALL INDIANS! I’m glad this is coming to light
Identity Attack0.47178617
Insult0.7762574
Profanity0.41081807
Threat0.01698343
Severe Toxicity0.18538254
Toxic 0.76197964 Constructive 0.508 Insult Moral_Argument
Oct 2, 2025 IRCC Names India in Study …
This shithead hack is still spreading his misinformation to children? That's too bad.
This shithead hack is still spreading his misinformation to children? That's too bad.
Identity Attack0.10221587
Insult0.65129566
Profanity0.66456485
Threat0.022681303
Severe Toxicity0.23223771
Toxic 0.7570315 Low Con 0.221 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
A bunch of Indians moved into my apartment complex. Rude, loud, the food stinks so badly and they walk in the middle of the road blocking cars and they don’t care. Such disgusting people
A bunch of Indians moved into my apartment complex. Rude, loud, the food stinks so badly and they walk in the middle of the road blocking cars and they don’t care. Such disgusting people
Identity Attack0.6458014
Insult0.6798578
Profanity0.38063943
Threat0.03856628
Severe Toxicity0.23225145
Toxic 0.7570315 Moderate Con 0.466 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I can’t be the only one who plays the game “spot a white person” while driving through Brampton 😂😂 shit is so bad now
I can’t be the only one who plays the game “spot a white person” while driving through Brampton 😂😂 shit is so bad now
Identity Attack0.5135796
Insult0.43450394
Profanity0.67055607
Threat0.34804323
Severe Toxicity0.33047765
Toxic 0.7570315 Moderate Con 0.378 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
So the worst thing Indians did was come to Brampton and drive bad? 😂 Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does …
So the worst thing Indians did was come to Brampton and drive bad? 😂 Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does he not know that people can be Indian and Muslim as well?
Identity Attack0.6853638
Insult0.6308392
Profanity0.59166485
Threat0.05688698
Severe Toxicity0.35368225
Toxic 0.7570315 Moderate Con 0.393 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Man you’re a pig 🐷! India has many many languages cultures and types of different ethinic groups . Yes they’re are very primitive cultures in india also and very modern people also in the millions …
Man you’re a pig 🐷! India has many many languages cultures and types of different ethinic groups . Yes they’re are very primitive cultures in india also and very modern people also in the millions some are very poor and some middle class some very rich but you cannot put them all in one basket just like the western countries you have incest inbred people , look at small towns they’re full of inbred people worshiping snakes in churches in some southern states some have sex with animals like dogs and some live with dolls 😂, satan worship and sacrificing for rituals etc….. you cannot judge a society like that . Indians in general are very successful immigrants if you look at the charts but yes there’s some bad apples in all communities . But just like west is not one society but a mixture of many cultures and languages and taboo cultures , india is same like that big country with many different ppl . 😂😂😂
Identity Attack0.5135796
Insult0.6677319
Profanity0.4840093
Threat0.16067244
Severe Toxicity0.45895407
Toxic 0.75208336 Moderate Con 0.487 Identity Attack Insult Moral_Argument
Feb 5, 2026 1 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.