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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: "Now this is a cool …" 48 comments · Page 2 of 2
India is cool settlers are not😆😆😆😆😊 india never attacked natives like settlers did
India is cool settlers are not😆😆😆😆😊 india never attacked natives like settlers did
Identity Attack0.34649673
Insult0.15911613
Profanity0.0864606
Threat0.030969119
Severe Toxicity0.021419114
Moderate 0.32919475 Low Con 0.23 Comparative_Framing
Feb 24, 2026 Inside Canada's Indian Metropolis (Brampton)
Bro is getting money off rage baiting his racist followers. I used to think the scam pranks were funny then noticed a trend... He went to Minnesota to even try to eat crumbs off of …
Bro is getting money off rage baiting his racist followers. I used to think the scam pranks were funny then noticed a trend... He went to Minnesota to even try to eat crumbs off of nick.. Too late so you hitch a bust north to Canada to figure out the next race bait to rage your audience. I thought this guy was cool but ever since being chased in Italy he hasn't been the same...
Identity Attack0.17070955
Insult0.26957804
Profanity0.041661996
Threat0.020782012
Severe Toxicity0.010299683
Moderate 0.32128486 Moderate Con 0.485 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
If they like their indian culture and traditions so much, why do they move? Why don't they stay where they are originally from? I also live in a town that is becoming increasingly indian and …
If they like their indian culture and traditions so much, why do they move? Why don't they stay where they are originally from? I also live in a town that is becoming increasingly indian and they don't adapt... at all. To nothing. They may take up some cool western traditions like Halloween but they'll never give up not bathing, cooking on the garage floors, walking barefoot on public places, disrespecting women and belittling the lower casts. Go back if you like that so much, why move?
Identity Attack0.381025
Insult0.1669316
Profanity0.045670103
Threat0.0097738765
Severe Toxicity0.013866014
Moderate 0.31825066 Constructive 0.601 Fear_Threat
Jan 30, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
my short experience visiting b town... there's a lot of rich browns there, endless amount... all living in giant fancy homes lmao ... feels like travelling to another country, so kinda cool in that regard …
my short experience visiting b town... there's a lot of rich browns there, endless amount... all living in giant fancy homes lmao ... feels like travelling to another country, so kinda cool in that regard ... air is better, compared to dense urban city environments ... drivers are really bad...
Identity Attack0.15945168
Insult0.24928534
Profanity0.10735235
Threat0.008453408
Severe Toxicity0.0090789795
Moderate 0.30464804 Constructive 0.596 Personal_Narrative
Jan 2, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
that one canadian born indian trucker is cool
that one canadian born indian trucker is cool
Identity Attack0.28034934
Insult0.15840563
Profanity0.0715894
Threat0.020436687
Severe Toxicity0.014447021
Low Tox 0.28547668 Moderate Con 0.359 Solidarity
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
It's cool to have East Indians here in Canada... but for Christ sake, they better assimilate to the Canadian way, speak English or French and respect the indigenous culture. 🤦 If they left India, then …
It's cool to have East Indians here in Canada... but for Christ sake, they better assimilate to the Canadian way, speak English or French and respect the indigenous culture. 🤦 If they left India, then they should leave their past behind. 🤦
Identity Attack0.33060804
Insult0.07808672
Profanity0.027683776
Threat0.0078449575
Severe Toxicity0.0073623657
Low Tox 0.27047762 Moderate Con 0.456
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
This stuff is so overblown. Indian people are cool, they'll become fuuly assimilated Canadians in a few generations. "White" Canadians today count as people from all over Europe, when in the past they were all …
This stuff is so overblown. Indian people are cool, they'll become fuuly assimilated Canadians in a few generations. "White" Canadians today count as people from all over Europe, when in the past they were all different and all fear mongered about each other
Identity Attack0.30256465
Insult0.07428485
Profanity0.04266402
Threat0.007754337
Severe Toxicity0.007896423
Low Tox 0.2648175 Constructive 0.617
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
indians are cool in my book! they are ideologically aligned with judeochristendom.
indians are cool in my book! they are ideologically aligned with judeochristendom.
Identity Attack0.29798782
Insult0.0654725
Profanity0.10363861
Threat0.011482717
Severe Toxicity0.014640691
Low Tox 0.2648175 Low Con 0.284 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
In the late 70s, when i was in high school, there was only one black guy in the whole school. He was a funny cool kid but how things have changed in such a short …
In the late 70s, when i was in high school, there was only one black guy in the whole school. He was a funny cool kid but how things have changed in such a short time eh ?.
Identity Attack0.316
Insult0.07301756
Profanity0.058946952
Threat0.008323951
Severe Toxicity0.008163452
Low Tox 0.25462922 Constructive 0.593 Personal_Narrative
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Tyler's videos over the years prove that white people wherever they be are actually really cool.
Tyler's videos over the years prove that white people wherever they be are actually really cool.
Identity Attack0.27798235
Insult0.05964688
Profanity0.07449899
Threat0.010550622
Severe Toxicity0.008888245
Low Tox 0.23812068 Moderate Con 0.466 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i …
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i dont see indians causing acidents i see other ethencities driving wild from increased traffic but theres a sign near Toronto ``all roads lead to Bramton inst it a fact the roads in canada are all conected to brampton . but every ethenicity throughout the years has run brampton look at populations from the past its a brampton thing, only drivers have issues with are intiled people the wealthy in brampton drive way too fast ! not any others its simple people got to drive slower thats all especialy morning traffic they go nuts. the people born in canada are being too agressive as they drive thats what i have seen ! new drivers are making too many mistakes and experienced drivers are driving any ways they want thats the issues ! Cool video dude .....
Identity Attack0.10699738
Insult0.10148193
Profanity0.043415543
Threat0.009696201
Severe Toxicity0.008354187
Low Tox 0.23415339 Constructive 0.692 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Free plane ride home for these people during winter time, it's cool they'll be back in the spring. The Authoritative powers that govern over many government bodies think work should be a place to hire …
Free plane ride home for these people during winter time, it's cool they'll be back in the spring. The Authoritative powers that govern over many government bodies think work should be a place to hire friends and family and let them mess and around do whatever they want while they are at work and be totally corrupt this is a joke and when you people learn how to do things properly maybe there will be some order around here. Your supervisor should be respected and feared not some person asking for some of your paycheck and sexual favors from his co workers what kind of place are you people running? Hire a person that will fire all these clowns and find people that do exactly as they are told that they have no familial ties with this system is totally Nepotistic.
Identity Attack0.004994711
Insult0.10294484
Profanity0.021466793
Threat0.0074954215
Severe Toxicity0.0022125244
Low Tox 0.165053 Moderate Con 0.405
Dec 25, 2025 Deportations From Canada at Their …
Im cool with immigration. An unexplained exponentially higher influx of foreigners not so much.
Im cool with immigration. An unexplained exponentially higher influx of foreigners not so much.
Identity Attack0.10221587
Insult0.021159383
Profanity0.014839902
Threat0.0070552654
Severe Toxicity0.0025939941
Low Tox 0.112746716 Moderate Con 0.344 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
To be fair the Indians are not bad people. Thats Pakistan, Bangladesh. Other side. We 🇬🇧 fought alongside the Indians. There cool. Most of them. Smart too.
To be fair the Indians are not bad people. Thats Pakistan, Bangladesh. Other side. We 🇬🇧 fought alongside the Indians. There cool. Most of them. Smart too.
Identity Attack0.08583717
Insult0.026702631
Profanity0.02932342
Threat0.01119791
Severe Toxicity0.0041389465
Low Tox 0.11057663 Constructive 0.632 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The guy on the bike is just cool😅😅😅It's obvious he has nothing to lose
The guy on the bike is just cool😅😅😅It's obvious he has nothing to lose
Identity Attack0.0073625734
Insult0.02103047
Profanity0.028093686
Threat0.011793415
Severe Toxicity0.0042915344
Low Tox 0.0926474 Moderate Con 0.307 Humor_Satire
Feb 22, 2026 2 likes Inside Canada's Indian Invasion...
The old guy in blue jacket was cool
The old guy in blue jacket was cool
Identity Attack0.017967897
Insult0.025413504
Profanity0.028640235
Threat0.008789998
Severe Toxicity0.0031471252
Low Tox 0.07054565 Moderate Con 0.364 Meta_Commentary
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
That bike guy is so cool.
That bike guy is so cool.
Identity Attack0.006289636
Insult0.017807651
Profanity0.024131214
Threat0.009230154
Severe Toxicity0.0027275085
Low Tox 0.040925518 Moderate Con 0.36
Jan 27, 2026 Inside Canada's Indian Invasion...
Cool video
Cool video
Identity Attack0.008879486
Insult0.010742896
Profanity0.024062896
Threat0.011249693
Severe Toxicity0.003376007
Low Tox 0.028149333 Moderate Con 0.419
Feb 21, 2026 Inside Canada's Indian Invasion...
Oh cool!!!
Oh cool!!!
Identity Attack0.0034962974
Insult0.009545889
Profanity0.016752819
Threat0.00756015
Severe Toxicity0.00166893
Low Tox 0.020607091 Moderate Con 0.478
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
“We live by our own rules.” Cool story 😢
“We live by our own rules.” Cool story 😢
Identity Attack0.0022383702
Insult0.00971689
Profanity0.009903891
Threat0.0063367756
Severe Toxicity0.0006246567
Low Tox 0.016587202 Moderate Con 0.345
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
Wish I could have seen you, I watch all your videos, so cool you came to Canada! From Orangeville,Ontario
Wish I could have seen you, I watch all your videos, so cool you came to Canada! From Orangeville,Ontario
Identity Attack0.004384246
Insult0.0076838774
Profanity0.013405213
Threat0.0077284453
Severe Toxicity0.0012111664
Low Tox 0.012566062 Constructive 0.635
Jan 27, 2026 Inside Canada's Indian Invasion...
So sad 😢 I remember going there like 25 years or so ago. It was such a great place. So clean & the people were so cool.
So sad 😢 I remember going there like 25 years or so ago. It was such a great place. So clean & the people were so cool.
Identity Attack0.0023216156
Insult0.007303875
Profanity0.012004685
Threat0.0067834044
Severe Toxicity0.000834465
Low Tox 0.010806813 Constructive 0.59 Personal_Narrative
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
yeah...not for a while. So many other cool places around the world to see and without the hassle
yeah...not for a while. So many other cool places around the world to see and without the hassle
Identity Attack0.000059105987
Insult0.00032602556
Profanity0.000029315594
Threat0.000020379386
Severe Toxicity0.0000019348618
Low Tox 0.0006949049 Personal_Narrative
Dec 8, 2025 6 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.