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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: "Should be fast and more. …" 197 comments · Page 8 of 8
Let's hope they dont fall into the new fast teack list with experience or they'll be fast tracked into citizenship
Let's hope they dont fall into the new fast teack list with experience or they'll be fast tracked into citizenship
Identity Attack0.006770608
Insult0.013668913
Profanity0.0118680475
Threat0.010110466
Severe Toxicity0.0013065338
Low Tox 0.037577134 Low Con 0.252 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I clicked so fast because I live here!
I clicked so fast because I live here!
Identity Attack0.009915425
Insult0.012870909
Profanity0.027273865
Threat0.010913103
Severe Toxicity0.0029182434
Low Tox 0.03545588 Constructive 0.501 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Wait what happened at the end? Why did you go so fast through what happened at the end.
Wait what happened at the end? Why did you go so fast through what happened at the end.
Identity Attack0.0018221445
Insult0.013364912
Profanity0.013883443
Threat0.0079873605
Severe Toxicity0.0011920929
Low Tox 0.034984488 Moderate Con 0.301
Jan 27, 2026 Inside Canada's Indian Invasion...
I noticed the A&W drive-thru (fast food) started using a pre-recorded English greeting. I thought it was a great way to welcome you before you struggle with communicating your order.
I noticed the A&W drive-thru (fast food) started using a pre-recorded English greeting. I thought it was a great way to welcome you before you struggle with communicating your order.
Identity Attack0.006178642
Insult0.016100928
Profanity0.012722028
Threat0.0073918556
Severe Toxicity0.0011253357
Low Tox 0.034748793 Constructive 0.636 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
Let's be clear, we added 3M people in 2 years or 3.8% per year. Too much, too fast. No one can build housing, hospitals, schools for that level of growth. We had the 4th fastest …
Let's be clear, we added 3M people in 2 years or 3.8% per year. Too much, too fast. No one can build housing, hospitals, schools for that level of growth. We had the 4th fastest growing population in the world, beating out Developing Countries in Africa. We will go back to an immigration rate of 0.8%, maybe 1% at the highest. We will still have the highest rate in the developed world.
Identity Attack0.019575719
Insult0.011236899
Profanity0.011816809
Threat0.0070034824
Severe Toxicity0.0012207031
Low Tox 0.034513097 Constructive 0.593 Policy_Critique
Feb 11, 2026 52 likes Canada's tighter immigration policy divides …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes
Never clicked so fast in my life.
Never clicked so fast in my life.
Identity Attack0.0035332954
Insult0.011540901
Profanity0.02030538
Threat0.009722093
Severe Toxicity0.0018978119
Low Tox 0.03357032 Moderate Con 0.363 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
That country better do something and fast...
That country better do something and fast...
Identity Attack0.009212466
Insult0.013592913
Profanity0.013302735
Threat0.008531082
Severe Toxicity0.0014781952
Low Tox 0.03357032 Low Con 0.231 Fear_Threat
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
The government needs to do an audit on all the Indian fast food joints
The government needs to do an audit on all the Indian fast food joints
Identity Attack0.019073274
Insult0.012034904
Profanity0.014942379
Threat0.007883795
Severe Toxicity0.0013542175
Low Tox 0.03109552 Low Con 0.166
Oct 6, 2025 IRCC Names India in Study …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and almost every fast food restaurant lets them work there without having Canadian taxes taking off their checks.Plus what happen to that box on most applications where it says are you legally allowed to work in Canada.
Identity Attack0.02238941
Insult0.0116169015
Profanity0.010074687
Threat0.005809236
Severe Toxicity0.0009393692
Low Tox 0.030388435 Constructive 0.616
Dec 14, 2025 How Canada broke its immigration …
In Canada we have two colloquial names for Bramption 1.) Bramladesh and 2.) Browntown (which if you say it fast sounds like you're just saying Brampton anyway)
In Canada we have two colloquial names for Bramption 1.) Bramladesh and 2.) Browntown (which if you say it fast sounds like you're just saying Brampton anyway)
Identity Attack0.009693438
Insult0.015340924
Profanity0.011594773
Threat0.006485652
Severe Toxicity0.0010824203
Low Tox 0.030034892 Moderate Con 0.439 Humor_Satire
Jan 29, 2026 59 likes Inside Canada's Indian Invasion...
They are driving trucks , working in fast food places etc .....thats where they are !
They are driving trucks , working in fast food places etc .....thats where they are !
Identity Attack0.003348306
Insult0.01465692
Profanity0.010928668
Threat0.0063432488
Severe Toxicity0.0010633469
Low Tox 0.029327808 Moderate Con 0.418 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
I had to leave Vancouver because it was too much, too fast!
I had to leave Vancouver because it was too much, too fast!
Identity Attack0.00673361
Insult0.012186904
Profanity0.0118680475
Threat0.007365964
Severe Toxicity0.0011014938
Low Tox 0.027324399 Moderate Con 0.466 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
A shortage of fast food workers is not a national emergency
A shortage of fast food workers is not a national emergency
Identity Attack0.0061416444
Insult0.010818896
Profanity0.012038844
Threat0.0072753434
Severe Toxicity0.001115799
Low Tox 0.026735162 Low Con 0.169
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Pls come to Alberta. They working in fast foods and they using the bank account to receive the paycheck deposited to their friends or family which is permanent residence or Canadian. They change location almost …
Pls come to Alberta. They working in fast foods and they using the bank account to receive the paycheck deposited to their friends or family which is permanent residence or Canadian. They change location almost every year.
Identity Attack0.00984143
Insult0.012148905
Profanity0.009681856
Threat0.0059937127
Severe Toxicity0.00084877014
Low Tox 0.024378212 Constructive 0.505 Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
Way too many way too fast.
Way too many way too fast.
Identity Attack0.002830336
Insult0.00979289
Profanity0.013883443
Threat0.008259222
Severe Toxicity0.0013542175
Low Tox 0.020842785 Low Con 0.239
Sep 19, 2025 17 likes Inside Canada's Indian Metropolis (Brampton)
Will get fast tracked for Cana citizenship...
Will get fast tracked for Cana citizenship...
Identity Attack0.00725158
Insult0.0094128875
Profanity0.00995513
Threat0.007909686
Severe Toxicity0.0008773804
Low Tox 0.020607091 Moderate Con 0.304 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
The government needs to do something about it or we should do something about it we need a change fast
The government needs to do something about it or we should do something about it we need a change fast
Identity Attack0.0048097214
Insult0.008880884
Profanity0.013678487
Threat0.008401625
Severe Toxicity0.0011444092
Low Tox 0.018849092 Low Con 0.246 Call_To_Action
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
We grew in population way too fast without preparing for the infrastructure. Our economy suffered because of it.
We grew in population way too fast without preparing for the infrastructure. Our economy suffered because of it.
Identity Attack0.0027748393
Insult0.008956885
Profanity0.010689554
Threat0.006757513
Severe Toxicity0.00069618225
Low Tox 0.01834645 Moderate Con 0.376 Economic_Argument
Dec 24, 2025 16 likes Deportations From Canada at Their …
Compare the way people drive over there, as fast as possible and absolutely zero rules. It's happening in the US as well, so many non drivers that attempt it every day.
Compare the way people drive over there, as fast as possible and absolutely zero rules. It's happening in the US as well, so many non drivers that attempt it every day.
Identity Attack0.0027748393
Insult0.008918885
Profanity0.009767254
Threat0.006265574
Severe Toxicity0.0005698204
Low Tox 0.014953613 Moderate Con 0.498 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
C9me check out every fast food establishment in moose jaw saskatchewan
C9me check out every fast food establishment in moose jaw saskatchewan
Identity Attack0.0035147965
Insult0.008956885
Profanity0.010809111
Threat0.006220264
Severe Toxicity0.00068187714
Low Tox 0.014011159 Low Con 0.211 Advertisement_Spam
Jan 29, 2026 Inside Canada's Indian Invasion...
You can find them at the fast food chains.
You can find them at the fast food chains.
Identity Attack0.003144818
Insult0.0077598775
Profanity0.01261955
Threat0.007624879
Severe Toxicity0.000872612
Low Tox 0.013068704 Moderate Con 0.324
Oct 1, 2025 2 likes IRCC Names India in Study …

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.