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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

click to expand

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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Active: "This is so messed up, …" 207 comments · Page 4 of 9
5:19 too conservative, I think you mean to say too liberal or progressive not conservative, conservative would mean to conserve something which Canada hasn’t. Oh I forgot to blame white liberal women and the generation …
5:19 too conservative, I think you mean to say too liberal or progressive not conservative, conservative would mean to conserve something which Canada hasn’t. Oh I forgot to blame white liberal women and the generation that keeps on messing with peoples lives boomers cuz both always vote in the worst way possible.
Identity Attack0.36702603
Insult0.16780703
Profanity0.024199532
Threat0.008013252
Severe Toxicity0.0074005127
Moderate 0.3140926 Moderate Con 0.499
Aug 26, 2025 Why Canadians Are Turning Against …
When you let 800,000 ECONOMIC MIGRANTS enter Canada in 6 months its a recipe for disaster. There is no way EVERYONE was properly checked. Just look at the mess we have. Time to DEPORT
When you let 800,000 ECONOMIC MIGRANTS enter Canada in 6 months its a recipe for disaster. There is no way EVERYONE was properly checked. Just look at the mess we have. Time to DEPORT
Identity Attack0.28034934
Insult0.1640896
Profanity0.021125201
Threat0.046541955
Severe Toxicity0.0125103295
Moderate 0.3140926 Moderate Con 0.345 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
This was done deliberately, the government knew this would happen! Now they have a ready made excuse for allowing everyone to stay. “We’re really backlogged so in order to facilitate new applications we’re going to …
This was done deliberately, the government knew this would happen! Now they have a ready made excuse for allowing everyone to stay. “We’re really backlogged so in order to facilitate new applications we’re going to rubber stamp all the old ones, dam covid really made a mess of things didn’t it” Liberal Government
Identity Attack0.022992345
Insult0.16795322
Profanity0.36230123
Threat0.009178371
Severe Toxicity0.012833111
Moderate 0.3140926 Moderate Con 0.408 Unverified_Claim
Jan 19, 2026 27 likes Why Canada’s immigration system has …
Why was it when Harper was Prime Minister, our Country was prosperous . Then Trudeau hit, followed by elbows up Carnage Carney and look where we are now. People who voted in this mess should …
Why was it when Harper was Prime Minister, our Country was prosperous . Then Trudeau hit, followed by elbows up Carnage Carney and look where we are now. People who voted in this mess should be ashamed for being part of destroying this Country.
Identity Attack0.015757138
Insult0.27558193
Profanity0.023516348
Threat0.033386398
Severe Toxicity0.0061798096
Moderate 0.3127066 Moderate Con 0.346 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
You guys can’t respect Canada and have the same values like Canada, wanting to change our wonderful country then please do Canadian a favor and go back to your country. I hate to see how …
You guys can’t respect Canada and have the same values like Canada, wanting to change our wonderful country then please do Canadian a favor and go back to your country. I hate to see how our lovely country is going down hill because of the mistakes of our government not screening the immigrants coming to this country. We’re sick and tired of the mess this has done to our country. My son is almost 40, born in Canada and is facing the sane dilemma as our fellow Canadians. We must do some reform with our immigration.
Identity Attack0.27991617
Insult0.24928534
Profanity0.035649836
Threat0.009747985
Severe Toxicity0.011367798
Moderate 0.31132057 Constructive 0.597 Identity_Assertion
Sep 15, 2025 Why Canadians Are Turning Against …
After messing up their country they come to mess up ours...
After messing up their country they come to mess up ours...
Identity Attack0.32476485
Insult0.1378885
Profanity0.049427703
Threat0.013321015
Severe Toxicity0.012283325
Moderate 0.30716252 Low Con 0.185 Identity_Assertion
Dec 17, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
YOU need to stop too many from India. I blame Trudeu for this mess. Kids hear cant 😅get jobs
YOU need to stop too many from India. I blame Trudeu for this mess. Kids hear cant 😅get jobs
Identity Attack0.2816105
Insult0.20901857
Profanity0.04366605
Threat0.010705971
Severe Toxicity0.00919342
Moderate 0.3057765 Moderate Con 0.379 Policy_Critique
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Aspects like religion, race, language are big factors that shape a culture. No country wants mass immigration but you can not blame Indians for this mess. Though Brampton might be an exception (Sikh and Pakistani …
Aspects like religion, race, language are big factors that shape a culture. No country wants mass immigration but you can not blame Indians for this mess. Though Brampton might be an exception (Sikh and Pakistani illegals coming as hardcore radicals) Most Indians (non-Sikh) come legally, are law abiding, pay taxes and work hard just like immigrant forefathers of the whiteys. If the current whiteys have issues, they should elect good politicians but stop being r@cist towards Indians just due to skin color
Identity Attack0.3817989
Insult0.1640896
Profanity0.10982819
Threat0.014048163
Severe Toxicity0.015544481
Moderate 0.30527395 Constructive 0.693
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canadians can thank that spineless Trudeau for the mess that has been created. It's going to get worse until they start cleaning up...how many Khalistanis are hiding in Canada?
Canadians can thank that spineless Trudeau for the mess that has been created. It's going to get worse until they start cleaning up...how many Khalistanis are hiding in Canada?
Identity Attack0.25140062
Insult0.24928534
Profanity0.020646973
Threat0.011405042
Severe Toxicity0.008583069
Moderate 0.30502358 Low Con 0.278
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
When I was growing up in Brampton during the late 70's and 80's it was very multicultural.. now my beautiful Brampton is a mess.
When I was growing up in Brampton during the late 70's and 80's it was very multicultural.. now my beautiful Brampton is a mess.
Identity Attack0.2854555
Insult0.16883044
Profanity0.082581155
Threat0.007819066
Severe Toxicity0.010910034
Moderate 0.30136615 Constructive 0.608
Nov 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This video shoulve been way longer... Canada is in a huge mess this was dissapointing
This video shoulve been way longer... Canada is in a huge mess this was dissapointing
Identity Attack0.072601855
Insult0.16773392
Profanity0.044167064
Threat0.007832011
Severe Toxicity0.0077438354
Low Tox 0.2854971 Low Con 0.291 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
1st who created this mess …. Its ur vote that created this…this is how 2 person can destroy a whole country…. Ur never thought of ur country when u voted
1st who created this mess …. Its ur vote that created this…this is how 2 person can destroy a whole country…. Ur never thought of ur country when u voted
Identity Attack0.011173353
Insult0.16824563
Profanity0.019007329
Threat0.024235269
Severe Toxicity0.005874634
Low Tox 0.2854937 Low Con 0.299 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Thanks the liberal party for this mess
Thanks the liberal party for this mess
Identity Attack0.10221587
Insult0.24424846
Profanity0.07514556
Threat0.008582866
Severe Toxicity0.0061798096
Low Tox 0.2854903 Low Con 0.254 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Its almost like the countries they come from are a mess for a reason... if i didnt know better of course.
Its almost like the countries they come from are a mess for a reason... if i didnt know better of course.
Identity Attack0.2816105
Insult0.15911613
Profanity0.075792134
Threat0.007922632
Severe Toxicity0.009422302
Low Tox 0.2854835 Low Con 0.24
Sep 16, 2025 2 likes Why Canadians Are Turning Against …
Migrants Islam , Indian are messing around the world.
Migrants Islam , Indian are messing around the world.
Identity Attack0.36702603
Insult0.0838533
Profanity0.072882555
Threat0.010990778
Severe Toxicity0.012833111
Low Tox 0.2854733 Low Con 0.113 Identity_Assertion
Oct 20, 2025 Why Canadians Are Turning Against …
Who are responsible for all these total mess! Absolutely Justin Trudeau and his team.
Who are responsible for all these total mess! Absolutely Justin Trudeau and his team.
Identity Attack0.010729378
Insult0.26957804
Profanity0.019895468
Threat0.0074565844
Severe Toxicity0.0040626526
Low Tox 0.2786282 Low Con 0.232 Policy_Critique
Feb 24, 2026 Canadian immigration officers investigating hundreds …
Lieberal and supporters mess
Lieberal and supporters mess
Identity Attack0.11163961
Insult0.16802633
Profanity0.11663672
Threat0.013010317
Severe Toxicity0.00831604
Low Tox 0.2786282 Low Con 0.237 Policy_Critique
Jan 19, 2026 42 likes Why Canada’s immigration system has …
I don't believe for one moment that the mess we're in, because of the Liberal governments incompetence, will ever be solved.
I don't believe for one moment that the mess we're in, because of the Liberal governments incompetence, will ever be solved.
Identity Attack0.058856625
Insult0.24928534
Profanity0.02208166
Threat0.0074565844
Severe Toxicity0.003528595
Low Tox 0.27525392 Moderate Con 0.349 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Very easy explanation for Canada's mess Trudeau for nine years He ruined our economy Culture International Image Thanks for nothing Justin Trudeau
Very easy explanation for Canada's mess Trudeau for nine years He ruined our economy Culture International Image Thanks for nothing Justin Trudeau
Identity Attack0.012842959
Insult0.25602314
Profanity0.015181494
Threat0.007340072
Severe Toxicity0.0037384033
Low Tox 0.27236435 Low Con 0.28
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Why are you people blaming the whole community .A lot of indians came there legally , and worked hard to have a good life there . They pay taxes and don't do anything illegal. Doesn't …
Why are you people blaming the whole community .A lot of indians came there legally , and worked hard to have a good life there . They pay taxes and don't do anything illegal. Doesn't mean every indians are like that ,a lot of them came illegally. deport such people instead of generalizing an entire community. After all this, canandians elected the same government into power that made this mess in the first place just because they hate trump
Identity Attack0.27991617
Insult0.1087965
Profanity0.02795705
Threat0.008919456
Severe Toxicity0.005378723
Low Tox 0.27047762 Constructive 0.631 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We need Trump here bad. Please send ice over here next and clean the mess up.
We need Trump here bad. Please send ice over here next and clean the mess up.
Identity Attack0.012641981
Insult0.16751462
Profanity0.027273865
Threat0.1329628
Severe Toxicity0.0075531006
Low Tox 0.2667042 Low Con 0.22
Jan 27, 2026 Inside Canada's Indian Invasion...
Not a word about this in the election from Hot Air Pierre, but now your conservative rag has an opinion since India is no longer funding the election for your man. Not that I disagree …
Not a word about this in the election from Hot Air Pierre, but now your conservative rag has an opinion since India is no longer funding the election for your man. Not that I disagree that immigration in Canada is a broken mess, but now that pp mentioned it this week you’re blowing his horn. 🤔
Identity Attack0.055673428
Insult0.1711343
Profanity0.08710717
Threat0.011249693
Severe Toxicity0.00793457
Low Tox 0.25462922 Moderate Con 0.347 Meta_Commentary
Jun 17, 2025 How Canada broke its immigration …
India are only getting all visas just stop it now as its messed up already
India are only getting all visas just stop it now as its messed up already
Identity Attack0.26494437
Insult0.07270074
Profanity0.06596114
Threat0.013165667
Severe Toxicity0.009727478
Low Tox 0.25462922 Low Con 0.164
Jan 16, 2026 2.9 million Canadian temporary visas …
8:18 Dude it's none of your business how many people live in a house and make a mess. It's a problem of they did it in your house or on the street but otherwise.....mind your …
8:18 Dude it's none of your business how many people live in a house and make a mess. It's a problem of they did it in your house or on the street but otherwise.....mind your own business
Identity Attack0.009767435
Insult0.06774519
Profanity0.057944927
Threat0.009644418
Severe Toxicity0.007171631
Low Tox 0.25084448 Moderate Con 0.464
Jan 17, 2026 Inside Canada's Indian Metropolis (Brampton)
Trudeau has made such a mess of our country single handedly all by himself
Trudeau has made such a mess of our country single handedly all by himself
Identity Attack0.007954539
Insult0.22770336
Profanity0.024472807
Threat0.0072753434
Severe Toxicity0.00333786
Low Tox 0.24924077 Low Con 0.256
Nov 17, 2025 1 likes Why Canadians Are Turning Against …

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.