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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: "That town is about to …" 333 comments · Page 12 of 14
This has happened to our town too it looks like a foreign country in the evening
This has happened to our town too it looks like a foreign country in the evening
Identity Attack0.034816213
Insult0.017227544
Profanity0.017436003
Threat0.00789674
Severe Toxicity0.0023460388
Low Tox 0.06381883 Moderate Con 0.389
Jan 27, 2026 Inside Canada's Indian Invasion...
We have quite a few Indians moving out to our little town here too. I find them to be hard working and very friendly. They are buying the stores from the Koreans. The ones that …
We have quite a few Indians moving out to our little town here too. I find them to be hard working and very friendly. They are buying the stores from the Koreans. The ones that moved out here are great folks. I have no problem with it. To be honest, so many people that I grew up with have left now so having this influx is helping to revitalize our little towns.
Identity Attack0.06749674
Insult0.01767874
Profanity0.022628209
Threat0.008556974
Severe Toxicity0.00289917
Low Tox 0.063027434 Constructive 0.796 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
My Canada/ my town now called Bombay!
My Canada/ my town now called Bombay!
Identity Attack0.01656105
Insult0.017743196
Profanity0.018802373
Threat0.016292779
Severe Toxicity0.003452301
Low Tox 0.059232414 Moderate Con 0.439 Identity_Assertion
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
In the future it won't be China Town and such. It will be Little Canada - the only area where you'll hear English and see Western people.
In the future it won't be China Town and such. It will be Little Canada - the only area where you'll hear English and see Western people.
Identity Attack0.041261412
Insult0.019419061
Profanity0.012585391
Threat0.006647474
Severe Toxicity0.0016593933
Low Tox 0.058490243 Moderate Con 0.321 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I've been applying for jobs for 3 years straight I see the same ads go up over and over when I go into the place that was hiring there's immigrants. We live in a very …
I've been applying for jobs for 3 years straight I see the same ads go up over and over when I go into the place that was hiring there's immigrants. We live in a very small town it's making it hard for everyone especially hard working willing to work
Identity Attack0.046159767
Insult0.01767874
Profanity0.015113175
Threat0.0066927844
Severe Toxicity0.0018310547
Low Tox 0.05824285 Constructive 0.7
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
What about the hundreds of Syrians living in Vancouver hotels because they dont want to move to small town Alberta
What about the hundreds of Syrians living in Vancouver hotels because they dont want to move to small town Alberta
Identity Attack0.044612918
Insult0.015720926
Profanity0.010826191
Threat0.00746953
Severe Toxicity0.0017356873
Low Tox 0.05725329 Moderate Con 0.391
Nov 3, 2020 2 likes How much do refugees and …
They take over my town in Ontario
They take over my town in Ontario
Identity Attack0.019475231
Insult0.017872108
Profanity0.016547862
Threat0.011560392
Severe Toxicity0.0022697449
Low Tox 0.056758508 Moderate Con 0.347 Fear_Threat
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
Yeah we call Brampton “Brown Town” 😂
Yeah we call Brampton “Brown Town” 😂
Identity Attack0.01274247
Insult0.021868404
Profanity0.020578653
Threat0.0076507707
Severe Toxicity0.0022029877
Low Tox 0.055274166 Moderate Con 0.323 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
We have the same driving issues coming into Springfield, Missouri. I see it all the time, especially on the northern part of town. People bring their bad driving habits to the United States and pretend …
We have the same driving issues coming into Springfield, Missouri. I see it all the time, especially on the northern part of town. People bring their bad driving habits to the United States and pretend that the traffic laws don't apply to them. For some reason, many countries ignore road safety and because of that, they bring it to other countries who do take it seriously and ruin everything.
Identity Attack0.0091384705
Insult0.024124376
Profanity0.01265371
Threat0.008349842
Severe Toxicity0.0012493134
Low Tox 0.054779384 Constructive 0.587
Jan 27, 2026 Inside Canada's Indian Invasion...
Seeing this video after living in Brampton, this might be the coolest thing that’s happened to our town tbh
Seeing this video after living in Brampton, this might be the coolest thing that’s happened to our town tbh
Identity Attack0.011765319
Insult0.013326911
Profanity0.035399333
Threat0.0115345
Severe Toxicity0.0041007996
Low Tox 0.05378982 Moderate Con 0.457 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Guy with the bike is the only patriot in that town
Guy with the bike is the only patriot in that town
Identity Attack0.009471451
Insult0.022512967
Profanity0.013849284
Threat0.0072365063
Severe Toxicity0.0017356873
Low Tox 0.05378982 Low Con 0.245 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
i was born and raised just south of Brampton, you've hit the nail on the head here.. beyond its core it just exists to feed itself, more grocery stores and timmies because the more houses …
i was born and raised just south of Brampton, you've hit the nail on the head here.. beyond its core it just exists to feed itself, more grocery stores and timmies because the more houses they build, the more grocery stores and timmies they'll need. the town exists as a bedroom city to Toronto/Mississauga and beyond.
Identity Attack0.005956655
Insult0.025800243
Profanity0.014395831
Threat0.006874025
Severe Toxicity0.0015258789
Low Tox 0.05304765 Constructive 0.741 Personal_Narrative
Sep 20, 2025 45 likes Inside Canada's Indian Metropolis (Brampton)
I grew up in meadow vale which is next town over from Brampton the whole GTA is invaded, trying to rent a 2 bedroom apt near square one there was a family of 6. It’s …
I grew up in meadow vale which is next town over from Brampton the whole GTA is invaded, trying to rent a 2 bedroom apt near square one there was a family of 6. It’s messed up.
Identity Attack0.006289636
Insult0.024897853
Profanity0.0137468055
Threat0.006874025
Severe Toxicity0.0012874603
Low Tox 0.05255287 Constructive 0.616 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Remember, most of us here in Canada are immigrants… I work a lot in Native towns throughout Québec and realized that they were here for thousands of years. Are we just scared ?
Remember, most of us here in Canada are immigrants… I work a lot in Native towns throughout Québec and realized that they were here for thousands of years. Are we just scared ?
Identity Attack0.036620867
Insult0.017088935
Profanity0.011782649
Threat0.006576272
Severe Toxicity0.0013923645
Low Tox 0.05230548 Constructive 0.686 Moral_Argument
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I would recommend him visiting a Indian majority town in Iselin, NJ.
I would recommend him visiting a Indian majority town in Iselin, NJ.
Identity Attack0.031980325
Insult0.01625293
Profanity0.014361672
Threat0.008336896
Severe Toxicity0.0018024445
Low Tox 0.050573748 Moderate Con 0.464 Comparative_Framing
Feb 26, 2026 4 likes Inside Canada's Indian Invasion...
Brown town.
Brown town.
Identity Attack0.01857083
Insult0.018581128
Profanity0.016479544
Threat0.007935578
Severe Toxicity0.0018692017
Low Tox 0.049831573 Moderate Con 0.373
Nov 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Brown town aka Brampton. My family settled those lands back in the 1800s... sad man.
Brown town aka Brampton. My family settled those lands back in the 1800s... sad man.
Identity Attack0.008028535
Insult0.022770792
Profanity0.011492296
Threat0.0065827454
Severe Toxicity0.0011301041
Low Tox 0.049336795 Constructive 0.579
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
It's like this everywhere. Im in Northbay and its the newest brown town on the map
It's like this everywhere. Im in Northbay and its the newest brown town on the map
Identity Attack0.026609946
Insult0.017292
Profanity0.017914234
Threat0.008026198
Severe Toxicity0.0024032593
Low Tox 0.04760506 Moderate Con 0.468 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
I live in a town in the UK called Gravesend aka Graves India. It has a huge sikh population and is home to the largest gurdwara in Europe
I live in a town in the UK called Gravesend aka Graves India. It has a huge sikh population and is home to the largest gurdwara in Europe
Identity Attack0.031206898
Insult0.013212911
Profanity0.027000591
Threat0.010576514
Severe Toxicity0.0032806396
Low Tox 0.044883765 Constructive 0.515 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
If I want butter chicken I'm going to brown town.
If I want butter chicken I'm going to brown town.
Identity Attack0.010433395
Insult0.014314918
Profanity0.022423252
Threat0.00866054
Severe Toxicity0.0024032593
Low Tox 0.044141594 Moderate Con 0.346
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
We in Ontario call it brown town
We in Ontario call it brown town
Identity Attack0.020781586
Insult0.016860934
Profanity0.0147374235
Threat0.007327127
Severe Toxicity0.001783371
Low Tox 0.042657252 Moderate Con 0.346 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Canadian here, it’s not just Brampton anymore. Most our towns have been over taken.
Canadian here, it’s not just Brampton anymore. Most our towns have been over taken.
Identity Attack0.015154205
Insult0.01640493
Profanity0.012175481
Threat0.007327127
Severe Toxicity0.0012207031
Low Tox 0.040925518 Moderate Con 0.492
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Buddy you should have came to Sydney Nova Scotia ,Canada’s biggest secret,they completely over ran this town but they don’t talk about it on the news .Brenton got nothing on this place
Buddy you should have came to Sydney Nova Scotia ,Canada’s biggest secret,they completely over ran this town but they don’t talk about it on the news .Brenton got nothing on this place
Identity Attack0.005401687
Insult0.021417208
Profanity0.012107162
Threat0.006272047
Severe Toxicity0.0010251999
Low Tox 0.04067813 Moderate Con 0.425 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Please move to a small town in Alberta like i did. They need hard-working people. Get out of big cities.
Please move to a small town in Alberta like i did. They need hard-working people. Get out of big cities.
Identity Attack0.011543332
Insult0.017292
Profanity0.011014067
Threat0.007197669
Severe Toxicity0.001168251
Low Tox 0.03969839 Constructive 0.513 Call_To_Action
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
All I see are people who came from one country into another and created a community. Nothing different from Greek Town, Chinatown, little Italy etc. in Toronto
All I see are people who came from one country into another and created a community. Nothing different from Greek Town, Chinatown, little Italy etc. in Toronto
Identity Attack0.02238941
Insult0.0151129225
Profanity0.0117997285
Threat0.0059807673
Severe Toxicity0.0012874603
Low Tox 0.03828422 Moderate Con 0.495 Moral_Argument
Jan 26, 2026 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.