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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 am a conservative and …" 179 comments · Page 6 of 8
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . …
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . On that note the current liberal party is not really liberal and the old voters don’t realize the Conservative Party is much closer to center than the liberals and the liberal left are smart enough to keep them voting . IF A LIBERAL FROM 1960 SHOWED UP IN 2025 HE'D BE CONSIDERED A CONSERVATIVE IF A LIBERAL FROM 2025 SHOWED UP IN 1960 HE'D BE CONSIDERED A DANGEROUS LUNATIC
Identity Attack0.016159095
Insult0.045007613
Profanity0.017162729
Threat0.0070552654
Severe Toxicity0.0020313263
Low Tox 0.09611836 Constructive 0.682 Comparative_Framing
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I want to see the conservatives just startbto snap on these interviews
I want to see the conservatives just startbto snap on these interviews
Identity Attack0.014350293
Insult0.02173949
Profanity0.026454043
Threat0.022335978
Severe Toxicity0.002632141
Low Tox 0.09525062 Low Con 0.287 Call_To_Action
Feb 24, 2026 'We do know that there's …
Everytime Jason Kenney speaks he makes Alberta independence stronger. Real conservatives hate him. Alberta told him he done in politics so now he wants to run federally. If you don’t have support in Alberta how …
Everytime Jason Kenney speaks he makes Alberta independence stronger. Real conservatives hate him. Alberta told him he done in politics so now he wants to run federally. If you don’t have support in Alberta how do you get in as a conservative. Another Erin Otoole. Jason was a good politician until he got power.
Identity Attack0.007954539
Insult0.03710241
Profanity0.013029462
Threat0.006809296
Severe Toxicity0.0013160706
Low Tox 0.09525062 Moderate Con 0.485 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
all the left-wing parties do exactly the same thing: bring in lots of people, manipulate election, and claim more control. they are all the same. Look what happened in Europe, UK, Australia, NewZealand, and UsA. …
all the left-wing parties do exactly the same thing: bring in lots of people, manipulate election, and claim more control. they are all the same. Look what happened in Europe, UK, Australia, NewZealand, and UsA. Canadian people, wake up, Vote Conservatives, Save Canada.
Identity Attack0.029144434
Insult0.032689095
Profanity0.011184863
Threat0.0067834044
Severe Toxicity0.0015544891
Low Tox 0.0926474 Moderate Con 0.388 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
It's not becoming too conservative. It's more on a liberal level. As an immigrant, i see Canada heading down the same road as my country of origin, slowly becoming a "3rd world country." Why is …
It's not becoming too conservative. It's more on a liberal level. As an immigrant, i see Canada heading down the same road as my country of origin, slowly becoming a "3rd world country." Why is the government doing this if they truly loved this country?
Identity Attack0.053854458
Insult0.026960457
Profanity0.01220964
Threat0.0062979385
Severe Toxicity0.0019550323
Low Tox 0.0926474 Constructive 0.568
Aug 25, 2025 28 likes Why Canadians Are Turning Against …
Liberals just basically trying to get all the votes in. That's why. These people will never vote conservative.
Liberals just basically trying to get all the votes in. That's why. These people will never vote conservative.
Identity Attack0.034816213
Insult0.026831545
Profanity0.013849284
Threat0.0077284453
Severe Toxicity0.0016880035
Low Tox 0.08004235 Low Con 0.279 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The liberals recognized that professional skilled immigrants tend to vote conservative.
The liberals recognized that professional skilled immigrants tend to vote conservative.
Identity Attack0.053854458
Insult0.023866551
Profanity0.0138151245
Threat0.006647474
Severe Toxicity0.0015735626
Low Tox 0.079250954 Low Con 0.201 Unverified_Claim
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Then stop voting lieberals and vote conservative it's that simple guys carney has until about april next year and there will be a non confidence vote then we can finally get these lieberals out of …
Then stop voting lieberals and vote conservative it's that simple guys carney has until about april next year and there will be a non confidence vote then we can finally get these lieberals out of here we were literally 8k votes off in close ridings to win a conservative minority with how the polls are 41% conservative vs 39% lieberals that would be 172 seats for the conservative just barely a majority and carney is falling just as fast as trudope.
Identity Attack0.0076215584
Insult0.033901088
Profanity0.017367685
Threat0.006815769
Severe Toxicity0.0015544891
Low Tox 0.07845957 Constructive 0.525
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Dress as a conservative but a liberal for sure.
Dress as a conservative but a liberal for sure.
Identity Attack0.019173764
Insult0.02982438
Profanity0.013166099
Threat0.00704232
Severe Toxicity0.001449585
Low Tox 0.07687678 Moderate Con 0.336 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Conservatives brought in a lot of people as well
Conservatives brought in a lot of people as well
Identity Attack0.026408968
Insult0.021159383
Profanity0.018802373
Threat0.009566744
Severe Toxicity0.0024223328
Low Tox 0.067380086 Moderate Con 0.363 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The liberals are panicking because they know that Canadian voters have had enough!! Too little too late ⏰ Conservatives will win 2026 💯
The liberals are panicking because they know that Canadian voters have had enough!! Too little too late ⏰ Conservatives will win 2026 💯
Identity Attack0.02439919
Insult0.026702631
Profanity0.011902207
Threat0.0074436385
Severe Toxicity0.0016212463
Low Tox 0.0665887 Low Con 0.229 Call_To_Action
Dec 27, 2025 1 likes Deportations From Canada at Their …
Bramladesh was formed in the 80s and the plan to take over Canada was started then also,it's the fault of not just the liberals but conservatives and the Canadian people for accepting them.
Bramladesh was formed in the 80s and the plan to take over Canada was started then also,it's the fault of not just the liberals but conservatives and the Canadian people for accepting them.
Identity Attack0.031980325
Insult0.023995465
Profanity0.010057608
Threat0.006848133
Severe Toxicity0.0013828278
Low Tox 0.063423134 Moderate Con 0.416 Unverified_Claim
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Next election vote conservative, problem solved lol
Next election vote conservative, problem solved lol
Identity Attack0.009915425
Insult0.021417208
Profanity0.01893901
Threat0.008285114
Severe Toxicity0.0019264221
Low Tox 0.06263174 Low Con 0.203
Oct 4, 2025 How Canada broke its immigration …
I'm not shocked, the government allowed that to create chaos in immigration to convince Canadians that the only solution is to accept Digital ID. I don't believe Liberal or Conservatives, they are against each other …
I'm not shocked, the government allowed that to create chaos in immigration to convince Canadians that the only solution is to accept Digital ID. I don't believe Liberal or Conservatives, they are against each other but working for one master which is the New World Order.
Identity Attack0.02138452
Insult0.02373764
Profanity0.010467518
Threat0.0066086366
Severe Toxicity0.0012874603
Low Tox 0.057748068 Constructive 0.511 Unverified_Claim
Nov 21, 2025 Thousands of refugees allowed into …
I'm so glad that Michelle Rempel Garner is a "Common sense Conservative" speaking the truth about this broken immigration system here in Canada.
I'm so glad that Michelle Rempel Garner is a "Common sense Conservative" speaking the truth about this broken immigration system here in Canada.
Identity Attack0.02439919
Insult0.023866551
Profanity0.010484599
Threat0.006168481
Severe Toxicity0.0012302399
Low Tox 0.05651112 Constructive 0.575 Solidarity
Feb 24, 2026 33 likes 'We do know that there's …
Welcome to America Alberta and all conservative ppl from the failed state of canada
Welcome to America Alberta and all conservative ppl from the failed state of canada
Identity Attack0.003862237
Insult0.034872442
Profanity0.000120081626
Threat0.00028181527
Severe Toxicity0.0000028187105
Low Tox 0.054697383 Identity_Assertion
Apr 15, 2025
Canada is too Liberal not conservative enough.
Canada is too Liberal not conservative enough.
Identity Attack0.027614836
Insult0.023093075
Profanity0.011406898
Threat0.0064468146
Severe Toxicity0.0014972687
Low Tox 0.05280026 Low Con 0.213
Aug 26, 2025 Why Canadians Are Turning Against …
Conservatives proposal is to end presumption of innocence. Instead, we should expedite and strengthen the asylum prcess so that bogus claims are quickly dismissed
Conservatives proposal is to end presumption of innocence. Instead, we should expedite and strengthen the asylum prcess so that bogus claims are quickly dismissed
Identity Attack0.015254694
Insult0.018774498
Profanity0.015932998
Threat0.0097738765
Severe Toxicity0.0015449524
Low Tox 0.051810697 Moderate Con 0.317 Policy_Critique
Mar 2, 2026 'We do know that there's …
New elections 2026. Conservatives in power. Liberals will not fix the immigration issues.
New elections 2026. Conservatives in power. Liberals will not fix the immigration issues.
Identity Attack0.025002124
Insult0.015872927
Profanity0.011184863
Threat0.0077672824
Severe Toxicity0.0012779236
Low Tox 0.051563308 Low Con 0.216
Nov 30, 2025 IRCC Names India in Study …
If only Canadians could get a conservative majority government and go back to what works!
If only Canadians could get a conservative majority government and go back to what works!
Identity Attack0.030949092
Insult0.018838953
Profanity0.010569996
Threat0.006757513
Severe Toxicity0.0015163422
Low Tox 0.05131592 Low Con 0.28
Aug 27, 2025 Why Canadians Are Turning Against …
Jason Kenny is no conservative in my opinion
Jason Kenny is no conservative in my opinion
Identity Attack0.012541492
Insult0.020837102
Profanity0.017504321
Threat0.007081157
Severe Toxicity0.0013542175
Low Tox 0.048594624 Low Con 0.293 Identity_Assertion
Feb 17, 2026 7 likes LILLEY UNLEASHED: The fall of …
Omg imagine if wr had another Conservative Government we might prosper again
Omg imagine if wr had another Conservative Government we might prosper again
Identity Attack0.009175468
Insult0.01819439
Profanity0.021740068
Threat0.0069905366
Severe Toxicity0.0018024445
Low Tox 0.04785245 Moderate Con 0.354 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
welcome to trickle-down economics and runaway capitalism. Neither liberal, NPD, or conservative is going to change it.
welcome to trickle-down economics and runaway capitalism. Neither liberal, NPD, or conservative is going to change it.
Identity Attack0.008694496
Insult0.020321451
Profanity0.011526455
Threat0.0077025536
Severe Toxicity0.0012779236
Low Tox 0.04760506 Low Con 0.158
Jan 17, 2026 Canada’s new rules in 2026
Bring back Kenney and the conservatives, ASAP!!!!
Bring back Kenney and the conservatives, ASAP!!!!
Identity Attack0.0076955543
Insult0.020063626
Profanity0.010809111
Threat0.010343489
Severe Toxicity0.001745224
Low Tox 0.04711028 Low Con 0.188 Call_To_Action
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than …
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than the average Canadian tax payer
Identity Attack0.017264472
Insult0.02051482
Profanity0.01084327
Threat0.0064468146
Severe Toxicity0.0011110306
Low Tox 0.045131154 Moderate Con 0.356 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …

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.