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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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30,738 comments · Page 619 of 1230
My town got the invasion in the past couple of years, 90% of my business is now done with Indians. Tim's, fast food, deliveries, Walmart, CDN Tire, etc. Young people can't get a start in …
My town got the invasion in the past couple of years, 90% of my business is now done with Indians. Tim's, fast food, deliveries, Walmart, CDN Tire, etc. Young people can't get a start in the job market because the govt subsidizes their wages with our taxes.
Identity Attack0.25986546
Insult0.054376744
Profanity0.016821137
Threat0.00704232
Severe Toxicity0.005264282
Low Tox 0.20219094 Constructive 0.604 Economic_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Wanna live ...live...but don't bring ur religion everywhere u go
Wanna live ...live...but don't bring ur religion everywhere u go
Identity Attack0.18546575
Insult0.03522326
Profanity0.026317406
Threat0.00933372
Severe Toxicity0.0062179565
Low Tox 0.20219094 Moderate Con 0.316 Identity_Assertion
Feb 11, 2026 Inside Canada's Indian Invasion...
totalpajeetdeath
totalpajeetdeath
Identity Attack0.022791367
Insult0.08558089
Profanity0.19524631
Threat0.13397428
Severe Toxicity0.023076924
Low Tox 0.20195828 Moderate Con 0.362 Unverified_Claim
Feb 23, 2026 2 likes Inside Canada's Indian Invasion...
Push them back out
Push them back out
Identity Attack0.019475231
Insult0.039151907
Profanity0.037403382
Threat0.16699752
Severe Toxicity0.008010864
Low Tox 0.20195828 Low Con 0.29
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
The great mindset of western people....it's 2026 and here are people on this Earth still talking about white and black
The great mindset of western people....it's 2026 and here are people on this Earth still talking about white and black
Identity Attack0.2308735
Insult0.04207976
Profanity0.035148825
Threat0.00967031
Severe Toxicity0.0064468384
Low Tox 0.20195828 Low Con 0.264 Moral_Argument
Feb 17, 2026 Inside Canada's Indian Invasion...
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let …
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let alone a family. So so sad and scary. Omg, so many good points!! Canadians we have to stand up and say something!!! Trudeau ruined this country and now Carney is going to make it much worse!!!
Identity Attack0.033784978
Insult0.10440776
Profanity0.0127561875
Threat0.0103175985
Severe Toxicity0.0033569336
Low Tox 0.20195828 Constructive 0.723 Economic_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
Not just the Immigration Minister is clueless and missing. It is ALL the liberal caucus and CBC that is clueless and missing. They are opening doing harm to Canada and Canadian citizens.
Not just the Immigration Minister is clueless and missing. It is ALL the liberal caucus and CBC that is clueless and missing. They are opening doing harm to Canada and Canadian citizens.
Identity Attack0.059311368
Insult0.11464815
Profanity0.012892825
Threat0.010964886
Severe Toxicity0.0037765503
Low Tox 0.20195828 Moderate Con 0.323 Policy_Critique
Feb 26, 2026 36 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
deportdeportdeport
deportdeportdeport
Identity Attack0.08087392
Insult0.043250903
Profanity0.035399333
Threat0.022163315
Severe Toxicity0.012054443
Low Tox 0.20195828 Moderate Con 0.344 Call_To_Action
Dec 30, 2025 Deportations From Canada at Their …
Bro, other people don't change their dialect to speak to you so don't do it every time you start speaking to someone with an accent, omg
Bro, other people don't change their dialect to speak to you so don't do it every time you start speaking to someone with an accent, omg
Identity Attack0.013345404
Insult0.06652143
Profanity0.06195303
Threat0.0069905366
Severe Toxicity0.0049209595
Low Tox 0.20195828 Moderate Con 0.323 Meta_Commentary
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give …
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give the experience to those who lived here and need it. They’d rather hire someone from somewhere else that has experience and then fails to follow through as the born and raised person given the opportunity would. The amount I’ve seen white people fight to work and work fighting to keep their job burning themselves out when they’re easily replaceable by someone for a fraction of the cost and needing 3 people in their place since most immigrants are extremely lazy, especially after getting the pr. I’ve watched so many eastern Indians start to work full time. Hardly do anything until they get their card then drop off the map of actual work being done only to move to Ontario. Meanwhile I apply to countless jobs and don’t get one call back in 2 years with experience. Don’t even get me started on housing..
Identity Attack0.21668483
Insult0.06652143
Profanity0.025770858
Threat0.0083886795
Severe Toxicity0.0051498413
Low Tox 0.20195828 Constructive 0.643 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
just rename to country to scamada already
just rename to country to scamada already
Identity Attack0.044612918
Insult0.076502606
Profanity0.053435806
Threat0.009877442
Severe Toxicity0.005760193
Low Tox 0.20195828 Low Con 0.151 Humor_Satire
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Bramptons been full of Indians since the 70s
Bramptons been full of Indians since the 70s
Identity Attack0.25817248
Insult0.06354945
Profanity0.066963166
Threat0.009903334
Severe Toxicity0.008087158
Low Tox 0.20195828 Low Con 0.283 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
3 days ago I was at emergency waiting room in south Calgary, 95% of the people in there were east Indian
3 days ago I was at emergency waiting room in south Calgary, 95% of the people in there were east Indian
Identity Attack0.26325142
Insult0.056719027
Profanity0.039407436
Threat0.008440462
Severe Toxicity0.0073623657
Low Tox 0.20195828 Moderate Con 0.462
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
You should investigate the craziness in Minneapolis
You should investigate the craziness in Minneapolis
Identity Attack0.06294931
Insult0.08533409
Profanity0.04592061
Threat0.008349842
Severe Toxicity0.003490448
Low Tox 0.20195828 Low Con 0.23 Call_To_Action
Jan 27, 2026 59 likes Inside Canada's Indian Invasion...
I've been waiting for this video, brother. This also happens with commercial truck drivers; they're just Indian here in Canada.
I've been waiting for this video, brother. This also happens with commercial truck drivers; they're just Indian here in Canada.
Identity Attack0.2700233
Insult0.047935467
Profanity0.024267852
Threat0.007832011
Severe Toxicity0.005455017
Low Tox 0.20195828 Constructive 0.611 Personal_Narrative
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
North America reverting to pre-Columbian "India" 🤣🤣🤣🤣🤣🤣
North America reverting to pre-Columbian "India" 🤣🤣🤣🤣🤣🤣
Identity Attack0.19495805
Insult0.06267534
Profanity0.04065997
Threat0.008815889
Severe Toxicity0.008087158
Low Tox 0.20195828 Low Con 0.175 Humor_Satire
Dec 16, 2025 Inside Canada's Indian Metropolis (Brampton)
For a fact they don't pay taxes Its against their culture 😮😅😅😮😅
For a fact they don't pay taxes Its against their culture 😮😅😅😮😅
Identity Attack0.16159154
Insult0.06757036
Profanity0.01893901
Threat0.006977591
Severe Toxicity0.0049972534
Low Tox 0.20195828 Low Con 0.269
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Check out Surrey British Columbia bro they got alot of Indians
Check out Surrey British Columbia bro they got alot of Indians
Identity Attack0.23922618
Insult0.055547886
Profanity0.07514556
Threat0.012233571
Severe Toxicity0.009307861
Low Tox 0.20195828 Moderate Con 0.337 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
There will be much pain, then maybe it gets better
There will be much pain, then maybe it gets better
Identity Attack0.010729378
Insult0.021159383
Profanity0.041661996
Threat0.13633445
Severe Toxicity0.011444092
Low Tox 0.20195828 Moderate Con 0.309 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
It’s all the plan to erase culture in North America
It’s all the plan to erase culture in North America
Identity Attack0.105836816
Insult0.029383656
Profanity0.04216301
Threat0.10696311
Severe Toxicity0.008239746
Low Tox 0.20195828 Low Con 0.144 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
crazy i live down the street to some of these places LOL - pretty accurate tho 😅
crazy i live down the street to some of these places LOL - pretty accurate tho 😅
Identity Attack0.006437627
Insult0.09855611
Profanity0.09292633
Threat0.0082074385
Severe Toxicity0.004196167
Low Tox 0.20195828 Moderate Con 0.459 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
The pain I feel at seeing my country destroyed is immeasurable.
The pain I feel at seeing my country destroyed is immeasurable.
Identity Attack0.053854458
Insult0.03412145
Profanity0.045419596
Threat0.060119797
Severe Toxicity0.007095337
Low Tox 0.20195828 Moderate Con 0.446 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
İnsan ırkını melezleştirip saf ırkları yok etmek amacıyla Siyonistler tarafından planlanan bir durum. Aynısını Amerika'da Türkiye'de kanadada İngiltere'de gibi yerlerde görebiliriz.
İnsan ırkını melezleştirip saf ırkları yok etmek amacıyla Siyonistler tarafından planlanan bir durum. Aynısını Amerika'da Türkiye'de kanadada İngiltere'de gibi yerlerde görebiliriz.
Identity Attack0.17459276
Insult0.083112895
Profanity0.054938845
Threat0.016465442
Severe Toxicity0.0127685545
Low Tox 0.20195828 Moderate Con 0.303 Unverified_Claim
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
Saaar Canda is now number one greatest world superpower same like india thank to human trafficking scheme aka Canadian immigration system. Number one vehcular hamicide is no prablem saar
Saaar Canda is now number one greatest world superpower same like india thank to human trafficking scheme aka Canadian immigration system. Number one vehcular hamicide is no prablem saar
Identity Attack0.11396073
Insult0.056133457
Profanity0.017504321
Threat0.13448004
Severe Toxicity0.01302678
Low Tox 0.20172562 Low Con 0.209
Nov 15, 2025 Inside Canada's Indian Metropolis (Brampton)
another banger
another banger
Identity Attack0.017264472
Insult0.082372494
Profanity0.10023434
Threat0.01187109
Severe Toxicity0.007019043
Low Tox 0.20172562 Moderate Con 0.451 Meta_Commentary
Jan 27, 2026 2 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.