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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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30,738 comments · Page 168 of 1230
you ain`t getting a job in those places as a white person i guarantee you that only indians apply ZERO absolute chance as a white person to get even a menial job to clean garbage
you ain`t getting a job in those places as a white person i guarantee you that only indians apply ZERO absolute chance as a white person to get even a menial job to clean garbage
Identity Attack0.55044734
Insult0.4339631
Profanity0.28249276
Threat0.012181788
Severe Toxicity0.035007052
Moderate 0.51980776 Low Con 0.211 Identity Attack
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The muslim invader, saying islam will take over Canada, is exactly why we need a mass deportation.
The muslim invader, saying islam will take over Canada, is exactly why we need a mass deportation.
Identity Attack0.6007182
Insult0.35161978
Profanity0.10425757
Threat0.13211988
Severe Toxicity0.02439716
Moderate 0.51980776 Low Con 0.189 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Im sick of these people coming into OUR country and straight up ignoring our laws!!!! They literally make the older kids like 6 years old watch and babysit the 2+ year old while they run …
Im sick of these people coming into OUR country and straight up ignoring our laws!!!! They literally make the older kids like 6 years old watch and babysit the 2+ year old while they run the roads in the city by themselves all hours and when you see these people getting in their cars they DONT buckle their children in their seats. The immigrants who come here and disrespect everything need to go💯 i know some of them are actually coming here for help and a better life and they do try but the majority of these immigrants need to follow our laws or leave 💯
Identity Attack0.5135796
Insult0.4810288
Profanity0.20483992
Threat0.0287245
Severe Toxicity0.16960317
Moderate 0.51980776 Constructive 0.537 Identity Attack
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
I'm probably gonna make some people mad but here's exactly what is happening the left tell white people their evil and racist and climate change is ending the world so white people don't have kids …
I'm probably gonna make some people mad but here's exactly what is happening the left tell white people their evil and racist and climate change is ending the world so white people don't have kids then they tell black people to murder their babies while still in mother's womb just to replace our population with immigrants
Identity Attack0.5707127
Insult0.36798462
Profanity0.26583168
Threat0.44185185
Severe Toxicity0.11492836
Moderate 0.51980776 Moderate Con 0.445 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians are they biggest immigrants, they stole that land
Canadians are they biggest immigrants, they stole that land
Identity Attack0.5707127
Insult0.45135358
Profanity0.1184936
Threat0.011146127
Severe Toxicity0.02453801
Moderate 0.51980776 Low Con 0.202 Identity Attack Identity_Assertion
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
They're literally the lowest of the low. Even Indian people hate Indian people. They call them TPs - Typical Pakis
They're literally the lowest of the low. Even Indian people hate Indian people. They call them TPs - Typical Pakis
Identity Attack0.56445944
Insult0.4339631
Profanity0.2761231
Threat0.014566151
Severe Toxicity0.051147457
Moderate 0.51980776 Low Con 0.255 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The muslims need to go, they wanna take over this country
The muslims need to go, they wanna take over this country
Identity Attack0.5948528
Insult0.28791866
Profanity0.20483992
Threat0.12536226
Severe Toxicity0.08859174
Moderate 0.51980776 Low Con 0.201 Identity Attack
Sep 10, 2025 Why Canadians Are Turning Against …
They establish trafficking networks and money laundering networks like crazy. There is literally no benefit to having indians in your country.
They establish trafficking networks and money laundering networks like crazy. There is literally no benefit to having indians in your country.
Identity Attack0.57150364
Insult0.4794537
Profanity0.2453505
Threat0.015774792
Severe Toxicity0.024819711
Moderate 0.51980776 Low Con 0.127 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
LIES ! Lies Lies ! As Neil deGrasse Tyson would say it ! Pretending to be decent people…….THAT “”white/Cream ”” woman ! In the 51 years I have lived in Ontario as a Canadian Citizen……Canada …
LIES ! Lies Lies ! As Neil deGrasse Tyson would say it ! Pretending to be decent people…….THAT “”white/Cream ”” woman ! In the 51 years I have lived in Ontario as a Canadian Citizen……Canada have always been a Racist Country Starting with The Indigenous people Of Canada !!! Remember Mike Harris the Butcher !!!
Identity Attack0.50588524
Insult0.48675314
Profanity0.042413518
Threat0.008285114
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.364 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
Tyler=racist
Tyler=racist
Identity Attack0.36702603
Insult0.5130944
Profanity0.24341469
Threat0.011120236
Severe Toxicity0.023152983
Moderate 0.51980776 Moderate Con 0.328 Insult Meta_Commentary
Feb 18, 2026 2 likes Inside Canada's Indian Invasion...
Indians are not bums I'll give them that they all got a smoke shop or a gas station around here but they don't bother anyone other than a couple of the younger ones thinking they …
Indians are not bums I'll give them that they all got a smoke shop or a gas station around here but they don't bother anyone other than a couple of the younger ones thinking they are going to get somewhere with the underage white girls if they sell them vapes but that's only a few and I think that would be the case in any culture at least they don't rape them usually just make them uncomfortable
Identity Attack0.50515443
Insult0.40243408
Profanity0.41436642
Threat0.33609006
Severe Toxicity0.19149859
Moderate 0.51980776 Constructive 0.585 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
11:00 why they had to bring in these ugly dolls to decorate the church 🤣🤣🤣
11:00 why they had to bring in these ugly dolls to decorate the church 🤣🤣🤣
Identity Attack0.22783615
Insult0.40189892
Profanity0.2661081
Threat0.015774792
Severe Toxicity0.02373986
Moderate 0.51980776 Low Con 0.295
Oct 21, 2025 Inside Canada's Indian Metropolis (Brampton)
You don’t have an even the slightest idea of what you’re talking about. Stop talking start doing. Our economy which is strongly resource driven. Get out here, learn a trade, pick up a shovel, a …
You don’t have an even the slightest idea of what you’re talking about. Stop talking start doing. Our economy which is strongly resource driven. Get out here, learn a trade, pick up a shovel, a hammer or push a damn wheelbarrow and help out.
Identity Attack0.02439919
Insult0.4555076
Profanity0.46460027
Threat0.10389658
Severe Toxicity0.02416241
Moderate 0.51980776 Moderate Con 0.353
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Wake up everyone, time for us to leave canada, let them have this terrible country, then they won't have us working our asses off so the government can take care of them
Wake up everyone, time for us to leave canada, let them have this terrible country, then they won't have us working our asses off so the government can take care of them
Identity Attack0.29188538
Insult0.4339631
Profanity0.42185885
Threat0.027515862
Severe Toxicity0.02411546
Moderate 0.51980776 Low Con 0.264
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
can we get a fcking break from india? for at least 5 years? i feel the country would heal in that time
can we get a fcking break from india? for at least 5 years? i feel the country would heal in that time
Identity Attack0.36702603
Insult0.26957804
Profanity0.5722072
Threat0.04029291
Severe Toxicity0.08859174
Moderate 0.51980776 Moderate Con 0.322 Fear_Threat
Sep 30, 2025 IRCC Names India in Study …
Lie-Beryls.... everything they touch turns to skit.
Lie-Beryls.... everything they touch turns to skit.
Identity Attack0.019676208
Insult0.46173862
Profanity0.4989438
Threat0.009566744
Severe Toxicity0.023076924
Moderate 0.51980776 Low Con 0.158 Humor_Satire
Feb 20, 2026 LILLEY UNLEASHED: The fall of …
They're not stupid. If a first-world country offers you guarantees just for living there and having children, who would be foolish enough to say "No"? The problem isn't them; the problem is the government for …
They're not stupid. If a first-world country offers you guarantees just for living there and having children, who would be foolish enough to say "No"? The problem isn't them; the problem is the government for allowing their culture to be replaced in order to get quick results.
Identity Attack0.09162762
Insult0.56997263
Profanity0.31402156
Threat0.008272167
Severe Toxicity0.016383713
Moderate 0.51980776 Moderate Con 0.421 Insult Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
😂😂😂😂😂manipulator, cheat, loophole, twisted tongue, liars. That’s the main ways of life. They do. Once they’re more they will start to discriminate and create status consciousness.
😂😂😂😂😂manipulator, cheat, loophole, twisted tongue, liars. That’s the main ways of life. They do. Once they’re more they will start to discriminate and create status consciousness.
Identity Attack0.019877186
Insult0.5678696
Profanity0.15812257
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.51980776 Low Con 0.201 Insult Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Disgusting. A true disgrace.
Disgusting. A true disgrace.
Identity Attack0.013546381
Insult0.54525656
Profanity0.11663672
Threat0.00899713
Severe Toxicity0.016641939
Moderate 0.51980776 Low Con 0.24 Insult Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
That is why Indians should be deported. They always say their country is the greatest, so sent them back to their great country.
That is why Indians should be deported. They always say their country is the greatest, so sent them back to their great country.
Identity Attack0.5948528
Insult0.34203702
Profanity0.1765991
Threat0.114629425
Severe Toxicity0.13599765
Moderate 0.51980776 Low Con 0.175 Identity Attack Identity_Assertion
Sep 30, 2025 IRCC Names India in Study …
I hate them
I hate them
Identity Attack0.36702603
Insult0.26957804
Profanity0.29209393
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.4 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The liberal terror show has got to go. They are absolutely terrorists. Our government is run by a bunch of quacks... If you are a come as a refugee, you get $83000 net, take home. …
The liberal terror show has got to go. They are absolutely terrorists. Our government is run by a bunch of quacks... If you are a come as a refugee, you get $83000 net, take home. How many people in one family can milk that? Did you know if you're a working person? You would have to gross Almost $160,000 per year. In order to net 83000 Which is what they get to come here. It's an absolute disgrace, absolute insanity and a disgrace to every hard-working Canadian.!.😢😮
Identity Attack0.37953663
Insult0.54471385
Profanity0.10023434
Threat0.017674083
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.42 Insult Unverified_Claim
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
8:55 hold on a dam minute! These Indians be always saying they only come to Canada just for "WORK" and now your telling me they building their animal gods here? 😂 this is a absolute …
8:55 hold on a dam minute! These Indians be always saying they only come to Canada just for "WORK" and now your telling me they building their animal gods here? 😂 this is a absolute joke
Identity Attack0.5135796
Insult0.47020787
Profanity0.39670458
Threat0.013010317
Severe Toxicity0.13336399
Moderate 0.51980776 Low Con 0.289 Identity Attack Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Does anyone else get really excited when Tyler makes a video about India, Im not even Indian Im Mexican but I feel an affinity with Indians so much except for the poop eating and paganism
Does anyone else get really excited when Tyler makes a video about India, Im not even Indian Im Mexican but I feel an affinity with Indians so much except for the poop eating and paganism
Identity Attack0.46028158
Insult0.36798462
Profanity0.39409557
Threat0.019918699
Severe Toxicity0.0912254
Moderate 0.51980776 Constructive 0.569 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
That polish guy was saying he don't like Indian family as they walk naked...😅...well who is saying..😂 9:00
That polish guy was saying he don't like Indian family as they walk naked...😅...well who is saying..😂 9:00
Identity Attack0.46028158
Insult0.29855028
Profanity0.29209393
Threat0.10389658
Severe Toxicity0.07542343
Moderate 0.51980776 Moderate Con 0.422
Nov 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)

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.