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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "I did NOT vote for …" 678 comments · Page 25 of 28
European here. I love Canada and Canadians, but people are getting exactly what they voted for — and more.
European here. I love Canada and Canadians, but people are getting exactly what they voted for — and more.
Identity Attack0.016259583
Insult0.014238917
Profanity0.010689554
Threat0.0062979385
Severe Toxicity0.0010633469
Low Tox 0.034513097 Constructive 0.565 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
She’s was told to let whoever into Canada as long as they vote liberal
She’s was told to let whoever into Canada as long as they vote liberal
Identity Attack0.017264472
Insult0.012794908
Profanity0.011475217
Threat0.0067316215
Severe Toxicity0.0010728836
Low Tox 0.034513097 Low Con 0.233 Unverified_Claim
Feb 26, 2026 292 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Keep voting liberal and you'll keep getting the same results.
Keep voting liberal and you'll keep getting the same results.
Identity Attack0.012061302
Insult0.014504919
Profanity0.010945748
Threat0.007068211
Severe Toxicity0.0012207031
Low Tox 0.034277402 Low Con 0.195 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
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
Anything for more votes. CRA making sure you get your money. That's pretty funny. No it's getting that foot in the door to control income.
Anything for more votes. CRA making sure you get your money. That's pretty funny. No it's getting that foot in the door to control income.
Identity Attack0.001572409
Insult0.017807651
Profanity0.012585391
Threat0.006317357
Severe Toxicity0.00084877014
Low Tox 0.034041706 Moderate Con 0.38 Policy_Critique
Jan 12, 2026 Canada’s new rules in 2026
as long as you vote liberal you're accepted
as long as you vote liberal you're accepted
Identity Attack0.013948337
Insult0.012414906
Profanity0.015318131
Threat0.0072882893
Severe Toxicity0.001449585
Low Tox 0.03357032 Low Con 0.222 Identity_Assertion
Nov 20, 2025 23 likes Thousands of refugees allowed into …
This is a direct result of Liberal policies, but there's a very simple solution. Vote conservative!
This is a direct result of Liberal policies, but there's a very simple solution. Vote conservative!
Identity Attack0.011099357
Insult0.014580919
Profanity0.011526455
Threat0.007081157
Severe Toxicity0.0011968613
Low Tox 0.032391842 Moderate Con 0.379
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
They vote Justin out to put carney in which was their own mistake because it's like when u vote carney in you still vote Justin in , so to tell u the truth Justin is …
They vote Justin out to put carney in which was their own mistake because it's like when u vote carney in you still vote Justin in , so to tell u the truth Justin is still running the show behind close doors the Canadians shud of vote Pierre pollieve as pm and all things wud of start changing
Identity Attack0.0058826595
Insult0.017485369
Profanity0.010774951
Threat0.006265574
Severe Toxicity0.0008010864
Low Tox 0.031684756 Moderate Con 0.409
Aug 29, 2025 Why Canadians Are Turning Against …
they voted for liberal, they asked for more clearly
they voted for liberal, they asked for more clearly
Identity Attack0.011691323
Insult0.013706914
Profanity0.014122557
Threat0.0068416605
Severe Toxicity0.0011539459
Low Tox 0.031449065 Low Con 0.215
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
That's right Ontario keep voting liberals .Good job. R u happy ?
That's right Ontario keep voting liberals .Good job. R u happy ?
Identity Attack0.00984143
Insult0.016784932
Profanity0.01041628
Threat0.006246155
Severe Toxicity0.0009918213
Low Tox 0.031331215 Moderate Con 0.401 Policy_Critique
Oct 5, 2025 Why Canadians Are Turning Against …
Those who vote for a policy should have to FUND IT.
Those who vote for a policy should have to FUND IT.
Identity Attack0.0037922803
Insult0.014124917
Profanity0.011577694
Threat0.007883795
Severe Toxicity0.0011873245
Low Tox 0.030506283 Low Con 0.148 Policy_Critique
Feb 28, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
its for vote buying in the future
its for vote buying in the future
Identity Attack0.0027378413
Insult0.012224905
Profanity0.013336895
Threat0.0077025536
Severe Toxicity0.0011348724
Low Tox 0.030034892 Low Con 0.162 Policy_Critique
Sep 18, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
Canadians voted for this.
Canadians voted for this.
Identity Attack0.01555616
Insult0.011540901
Profanity0.010484599
Threat0.006589218
Severe Toxicity0.0011968613
Low Tox 0.029563503 Low Con 0.27 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
This is a World Economic Forum project. Vote conservative and get our country back.
This is a World Economic Forum project. Vote conservative and get our country back.
Identity Attack0.0057346676
Insult0.012642908
Profanity0.011014067
Threat0.007598988
Severe Toxicity0.0011110306
Low Tox 0.029563503 Low Con 0.214 Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
Canada needs a visa/immigration cap per country. Right now immigration is about bolstering vote bank
Canada needs a visa/immigration cap per country. Right now immigration is about bolstering vote bank
Identity Attack0.012842959
Insult0.011236899
Profanity0.010125926
Threat0.00666042
Severe Toxicity0.0009822845
Low Tox 0.029563503 Low Con 0.213 Policy_Critique
Feb 11, 2026 3 likes Canada's tighter immigration policy divides …
And they keep voting liberal.
And they keep voting liberal.
Identity Attack0.010951365
Insult0.013820915
Profanity0.0108774295
Threat0.0064468146
Severe Toxicity0.0010871887
Low Tox 0.029445656 Low Con 0.175 Identity_Assertion
Feb 27, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
If we had voted conservative we would be the 51st state now!
If we had voted conservative we would be the 51st state now!
Identity Attack0.008583503
Insult0.011920903
Profanity0.012243799
Threat0.007417747
Severe Toxicity0.0012874603
Low Tox 0.028974265 Low Con 0.278
Aug 26, 2025 Why Canadians Are Turning Against …
trudeu brought them here, so they could vote for him and the liberals
trudeu brought them here, so they could vote for him and the liberals
Identity Attack0.008102531
Insult0.0151129225
Profanity0.010826191
Threat0.006589218
Severe Toxicity0.0009965897
Low Tox 0.02873857 Low Con 0.185
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Hey, it's a fantastic vote getting machine
Hey, it's a fantastic vote getting machine
Identity Attack0.004402745
Insult0.012452906
Profanity0.017299367
Threat0.008103873
Severe Toxicity0.0017261505
Low Tox 0.028502874 Low Con 0.275
Nov 21, 2025 Thousands of refugees allowed into …
You voted for it guys.
You voted for it guys.
Identity Attack0.0044767405
Insult0.013174911
Profanity0.014839902
Threat0.0069646453
Severe Toxicity0.0012016296
Low Tox 0.027560094 Moderate Con 0.301
Aug 25, 2025 Why Canadians Are Turning Against …
They are all there because of the democratic votes
They are all there because of the democratic votes
Identity Attack0.012061302
Insult0.011996903
Profanity0.016342908
Threat0.007081157
Severe Toxicity0.0012493134
Low Tox 0.027324399 Low Con 0.276 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
What’s the issue? It’s what NDP and Liberal voters voted for.
What’s the issue? It’s what NDP and Liberal voters voted for.
Identity Attack0.00673361
Insult0.014314918
Profanity0.010143006
Threat0.006058442
Severe Toxicity0.0008201599
Low Tox 0.027206551 Low Con 0.298 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I usually enjoy listening to Brian Lilley, but I think this one is a hard pass. We voted him out as leader and Premier for a reason!
I usually enjoy listening to Brian Lilley, but I think this one is a hard pass. We voted him out as leader and Premier for a reason!
Identity Attack0.0025158543
Insult0.015568925
Profanity0.01127026
Threat0.00666042
Severe Toxicity0.00076293945
Low Tox 0.026970858 Constructive 0.595 Meta_Commentary
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
just a reminder that the ambassador to the usa that was just appointed (wiseman) worked at black rock and started the charity to get canada to 100,000,000 inhabitants through immigration by 2100. who voted for …
just a reminder that the ambassador to the usa that was just appointed (wiseman) worked at black rock and started the charity to get canada to 100,000,000 inhabitants through immigration by 2100. who voted for this?
Identity Attack0.008953481
Insult0.012756908
Profanity0.010040528
Threat0.0062914654
Severe Toxicity0.00093460083
Low Tox 0.026735162 Moderate Con 0.428 Unverified_Claim
Dec 30, 2025 Deportations From Canada at Their …
It wasn't Canadians that voted liberal.
It wasn't Canadians that voted liberal.
Identity Attack0.016460562
Insult0.010628895
Profanity0.010228404
Threat0.006110225
Severe Toxicity0.0008392334
Low Tox 0.026617315 Low Con 0.199 Identity_Assertion
Aug 28, 2025 14 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.