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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: "I am a conservative and …" 179 comments · Page 7 of 8
Is Michelle Rempel and her conservatives no longer taking money from Modi? I want Poilievre to have a background check. Is Poilievre compliant?
Is Michelle Rempel and her conservatives no longer taking money from Modi? I want Poilievre to have a background check. Is Poilievre compliant?
Identity Attack0.0039957687
Insult0.023608726
Profanity0.011902207
Threat0.006530962
Severe Toxicity0.00086307526
Low Tox 0.04290464 Moderate Con 0.344 Question
Sep 29, 2025 IRCC Names India in Study …
The country is not divided liberals and conservatives agree on this issue. We have allowed too Any people in recent years which has outpaced housing and infrastructure. I am an immigrant moved here in 2007 …
The country is not divided liberals and conservatives agree on this issue. We have allowed too Any people in recent years which has outpaced housing and infrastructure. I am an immigrant moved here in 2007 and I think the wave of immigration in the past 10 yrs has been too lenient.
Identity Attack0.01766643
Insult0.017936565
Profanity0.01128734
Threat0.0063950317
Severe Toxicity0.00091552734
Low Tox 0.041915078 Constructive 0.83 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Under a conservative government Michelle would fix it Vote smarter next time.
Under a conservative government Michelle would fix it Vote smarter next time.
Identity Attack0.0039587705
Insult0.020579277
Profanity0.011441057
Threat0.0069387536
Severe Toxicity0.0009536743
Low Tox 0.040183347 Moderate Con 0.317 Call_To_Action
Feb 24, 2026 26 likes 'We do know that there's …
GO MARK CARNEY! The conservatives wont dare give him credit though.
GO MARK CARNEY! The conservatives wont dare give him credit though.
Identity Attack0.0075105648
Insult0.018581128
Profanity0.012926984
Threat0.0076507707
Severe Toxicity0.0010967255
Low Tox 0.03969839 Low Con 0.183
Dec 24, 2025 1 likes Deportations From Canada at Their …
You’re not talking about Canadians, you’re talking about Conservatives. Big difference.
You’re not talking about Canadians, you’re talking about Conservatives. Big difference.
Identity Attack0.019575719
Insult0.0151129225
Profanity0.009903891
Threat0.0059095654
Severe Toxicity0.0008916855
Low Tox 0.036634352 Low Con 0.241 Identity_Assertion
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is driven largely by political motives, as new migrants often support the Liberal Party due to the benefits they receive upon arrival. Both the Liberal government in Canada and the Democrats in the United States appear to be aware of this trend. Regardless of political affiliation—whether Liberal, Conservative, Green, or any other party—if my party were to adopt such a policy, I would oppose it. Canadians really need to wake up. We need responsible citizenship that upholds and strengthens our Canadian culture and values.
Identity Attack0.013948337
Insult0.016784932
Profanity0.011201942
Threat0.00636914
Severe Toxicity0.0010156631
Low Tox 0.034041706 Constructive 0.856 Identity_Assertion
Feb 17, 2026 21 likes LILLEY UNLEASHED: The fall of …
According to Matthew 25:31-46, we Westerners have to welcome the stranger. It is our duty, not optional. No asylum claim on the part of the stranger is required. The conservatives should know this duty.
According to Matthew 25:31-46, we Westerners have to welcome the stranger. It is our duty, not optional. No asylum claim on the part of the stranger is required. The conservatives should know this duty.
Identity Attack0.019676208
Insult0.011730902
Profanity0.009681856
Threat0.006433869
Severe Toxicity0.00088214874
Low Tox 0.034041706 Moderate Con 0.429 Moral_Argument
Feb 25, 2026 'We do know that there's …
Wow...Vassi will argue the sky is pink if the Conservatives say it's blue...
Wow...Vassi will argue the sky is pink if the Conservatives say it's blue...
Identity Attack0.0071405866
Insult0.016024929
Profanity0.012448754
Threat0.0069516995
Severe Toxicity0.001039505
Low Tox 0.03309893 Low Con 0.206 Meta_Commentary
Feb 24, 2026 28 likes 'We do know that there's …
It’s about time the conservatives start getting serious about the state of this country.
It’s about time the conservatives start getting serious about the state of this country.
Identity Attack0.007917541
Insult0.015416925
Profanity0.011782649
Threat0.0073918556
Severe Toxicity0.00096797943
Low Tox 0.032863233 Low Con 0.21 Policy_Critique
Feb 24, 2026 'We do know that there's …
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 …
Nice to see Michelle finally being somewhat conservative lately; not sure it'll last.
Nice to see Michelle finally being somewhat conservative lately; not sure it'll last.
Identity Attack0.005253696
Insult0.015568925
Profanity0.011475217
Threat0.006641001
Severe Toxicity0.00088214874
Low Tox 0.03109552 Moderate Con 0.319
Oct 1, 2025 IRCC Names India in Study …
She’s a tough conservative 👍
She’s a tough conservative 👍
Identity Attack0.007732552
Insult0.017088935
Profanity0.015898837
Threat0.0067898775
Severe Toxicity0.0013828278
Low Tox 0.030977672 Moderate Con 0.362 Meta_Commentary
Jan 4, 2026 IRCC Names India in Study …
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 …
I disagree with one thing you said at the beginning of this well done video. You said have we become too passive or too conservative? No, Conservatives haven't had a voice in the past 10 …
I disagree with one thing you said at the beginning of this well done video. You said have we become too passive or too conservative? No, Conservatives haven't had a voice in the past 10 years. We've become too Liberal. It was JT with his government and advisors like MC, who did this.
Identity Attack0.0043657473
Insult0.01640493
Profanity0.011782649
Threat0.0063432488
Severe Toxicity0.00084400177
Low Tox 0.028974265 Constructive 0.759
Aug 29, 2025 Why Canadians Are Turning Against …
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 …
You’re my favorite conservative journalist bro
You’re my favorite conservative journalist bro
Identity Attack0.006474625
Insult0.011844902
Profanity0.015693882
Threat0.007314181
Severe Toxicity0.0012493134
Low Tox 0.02343543 Moderate Con 0.384 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Agree with Michelle and conservatives!! Enough is enough
Agree with Michelle and conservatives!! Enough is enough
Identity Attack0.004994711
Insult0.010970897
Profanity0.0113727385
Threat0.0069387536
Severe Toxicity0.0010633469
Low Tox 0.02343543 Moderate Con 0.441 Identity_Assertion
Feb 23, 2026 73 likes 'We do know that there's …
Thanks liberals voters. Vote conservative next time.
Thanks liberals voters. Vote conservative next time.
Identity Attack0.008842488
Insult0.0113509
Profanity0.010945748
Threat0.0069646453
Severe Toxicity0.0009775162
Low Tox 0.02249265 Low Con 0.272 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said here, and the way she said it, makes complete sense. I was a bit disappointed that there are no actual numbers as to how much the government would save, but it doesn't seem like a bad idea to put the legislation in place, and whatever they save is a bonus. imho Be the Change You Wish to See in the World 💖
Identity Attack0.0040512653
Insult0.011730902
Profanity0.011697251
Threat0.0062914654
Severe Toxicity0.00074863434
Low Tox 0.021314176 Constructive 0.763 Policy_Critique
Feb 23, 2026 11 likes 'We do know that there's …
The last year the conservatives were in power they brought in over 300k and TFWs this kept wages low and impacted services remember that
The last year the conservatives were in power they brought in over 300k and TFWs this kept wages low and impacted services remember that
Identity Attack0.0035332954
Insult0.012072904
Profanity0.010979908
Threat0.006265574
Severe Toxicity0.000705719
Low Tox 0.021314176 Constructive 0.613 Economic_Argument
Feb 24, 2026 'We do know that there's …
Kenny is trying to set up for a run at the conservative leadership following the next federal election. Constantly in the news clips getting his name out there.
Kenny is trying to set up for a run at the conservative leadership following the next federal election. Constantly in the news clips getting his name out there.
Identity Attack0.002192123
Insult0.013212911
Profanity0.010365041
Threat0.0067769317
Severe Toxicity0.0007009506
Low Tox 0.02107848 Moderate Con 0.336 Policy_Critique
Feb 17, 2026 7 likes LILLEY UNLEASHED: The fall of …
This is why we need to vote Conservative. Common sense plan is the only way.
This is why we need to vote Conservative. Common sense plan is the only way.
Identity Attack0.00569767
Insult0.010476895
Profanity0.010313802
Threat0.0066345283
Severe Toxicity0.0008249283
Low Tox 0.02072494 Moderate Con 0.418 Call_To_Action
Feb 11, 2026 Inside Canada's Indian Invasion...
I support the Conservatives on this one
I support the Conservatives on this one
Identity Attack0.0066596144
Insult0.008823884
Profanity0.015079016
Threat0.008867673
Severe Toxicity0.0015544891
Low Tox 0.02035702 Moderate Con 0.381 Call_To_Action
Feb 24, 2026 3 likes 'We do know that there's …
this conservative MP can become a future leader of the party
this conservative MP can become a future leader of the party
Identity Attack0.0042547537
Insult0.009355888
Profanity0.013131939
Threat0.0074048014
Severe Toxicity0.0009918213
Low Tox 0.015519086 Low Con 0.238
Sep 27, 2025 417 likes IRCC Names India in Study …
This is the most sensible conservation I've heard Jason Kenny be a part of in some time. Good job sir.
This is the most sensible conservation I've heard Jason Kenny be a part of in some time. Good job sir.
Identity Attack0.0021366263
Insult0.010058892
Profanity0.010535837
Threat0.0065050707
Severe Toxicity0.0006341934
Low Tox 0.015393426 Constructive 0.636 Meta_Commentary
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …

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.