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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

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Active: "The problem I have is …" 969 comments · Page 39 of 39
I live right by the border and I cross all the time, and i've never had a problem with the border patrol nothing's changed I even asked the border patrol about the thirty days, and …
I live right by the border and I cross all the time, and i've never had a problem with the border patrol nothing's changed I even asked the border patrol about the thirty days, and they told me to shut off the t v
Identity Attack0.000078428246
Insult0.00030842802
Profanity0.000032065822
Threat0.00007475557
Severe Toxicity0.0000023035361
Low Tox 0.0009950195
Dec 11, 2025
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a …
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a spike in housing prices and many other problems. This then affected every Canadian. A lot are becoming even poorer. It is one of the reasons they had more tent cities and 2 million people going to food banks along with 2/3 of Canadians with only 500.00 a month after all monthly bills were paid. That's 2/3 of Canadians. The Convoy had released these figures over a year ago at CPAC. Proving that Canada is in a huge mess economically because of these Liberal policies. @minimaxmiaandme.4971 - I don't hide behind a fake name. The Supreme Court ruled in favor of the convoy or did you forget? The Liberals violated Canadians' Constitutional Rights to Protest. Which proves they are more credible than the Liberals. Now be man enough to show your real identity.
Identity Attack0.00017204595
Insult0.00035070546
Profanity0.000051291976
Threat0.00004996549
Severe Toxicity0.000008668661
Low Tox 0.00093127653 Economic_Argument
Apr 15, 2025 18 likes
We all have the same problem
We all have the same problem
Identity Attack0.00016848801
Insult0.00027703922
Profanity0.000022378705
Threat0.00002854937
Severe Toxicity0.0000019233798
Low Tox 0.0009255061 Solidarity
Apr 15, 2025 1 likes
I’m not going to Magastan, so won’t be a problem
I’m not going to Magastan, so won’t be a problem
Identity Attack0.00026068778
Insult0.00025373633
Profanity0.000042434363
Threat0.000048542584
Severe Toxicity0.0000022994361
Low Tox 0.00090588746 Humor_Satire
Dec 10, 2025
Just don't visit ever and the problem is solved.
Just don't visit ever and the problem is solved.
Identity Attack0.00009997283
Insult0.00020378282
Profanity0.000019686666
Threat0.000066131746
Severe Toxicity0.000002330796
Low Tox 0.00067371747 Call_To_Action
Dec 7, 2025 187 likes
I'm Canadian living in Australia; it sounds like if I were to go to the USA, I might have a problem. I haven't been in the USA for 17 years, and I won't be anytime …
I'm Canadian living in Australia; it sounds like if I were to go to the USA, I might have a problem. I haven't been in the USA for 17 years, and I won't be anytime soon.
Identity Attack0.00019757403
Insult0.00017536576
Profanity0.000024422467
Threat0.00003103803
Severe Toxicity0.0000024012336
Low Tox 0.00057744194
Dec 13, 2025
As it should be........not a problem
As it should be........not a problem
Identity Attack0.00009741815
Insult0.00019693062
Profanity0.000023927136
Threat0.000027373444
Severe Toxicity0.0000018488518
Low Tox 0.0005673687 Moral_Argument
Dec 9, 2025
Not a problem. No intention of going!
Not a problem. No intention of going!
Identity Attack0.000096384254
Insult0.00018605395
Profanity0.000019690871
Threat0.000028658264
Severe Toxicity0.0000019797485
Low Tox 0.0005624078 Personal_Narrative
Dec 11, 2025
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling …
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling immigrants who genuinely want to live in Canada shouldn't be your solution to these problems. After all, Canada came into existence thanks to immigrants, right? Reclaiming houses bought by foreigners who don't even reside in your country could be a better approach. Only citizens or permanent residents should have the right to buy or build real estate.
Identity Attack0.00021986593
Insult0.00016915216
Profanity0.000015848518
Threat0.0000326271
Severe Toxicity0.0000023333337
Low Tox 0.00056050584 Policy_Critique
May 16, 2025
They have always had the power to check you out at the border. Enter legally and there’s no problem.
They have always had the power to check you out at the border. Enter legally and there’s no problem.
Identity Attack0.00007931884
Insult0.00018481698
Profanity0.000017143144
Threat0.000035318877
Severe Toxicity0.0000020549444
Low Tox 0.00050275325
Dec 11, 2025
No problem. Not coming.
No problem. Not coming.
Identity Attack0.000070460854
Insult0.00017169035
Profanity0.00001995123
Threat0.000028906557
Severe Toxicity0.0000020109633
Low Tox 0.0004909011
Dec 9, 2025
Simply don't go, problem solved, unless indeed something there for you to attend to.
Simply don't go, problem solved, unless indeed something there for you to attend to.
Identity Attack0.000059551414
Insult0.00017984236
Profanity0.000018323364
Threat0.000039324244
Severe Toxicity0.0000021930246
Low Tox 0.00047016333 Question
Dec 8, 2025 4 likes
Not a problem, never going back.
Not a problem, never going back.
Identity Attack0.00007136571
Insult0.00018942081
Profanity0.000017503593
Threat0.000023340715
Severe Toxicity0.000002032391
Low Tox 0.00046418674
Jan 22, 2026
Not a problem for me.
Not a problem for me.
Identity Attack0.00008534447
Insult0.00015283507
Profanity0.00001766648
Threat0.000025701134
Severe Toxicity0.000002440227
Low Tox 0.0003891019 Personal_Narrative
Dec 9, 2025
I registered with the French Government when I went on a work exchange. No problems
I registered with the French Government when I went on a work exchange. No problems
Identity Attack0.00006888981
Insult0.0001557563
Profanity0.000016370243
Threat0.00001901399
Severe Toxicity0.0000022151878
Low Tox 0.00037591276 Personal_Narrative
Dec 9, 2025
As many are currently finding out in the US, “temporary” means “temporary”, not “permanent”. Was this problem due to language translations, or what?
As many are currently finding out in the US, “temporary” means “temporary”, not “permanent”. Was this problem due to language translations, or what?
Identity Attack0.000060307088
Insult0.00015130991
Profanity0.00002480864
Threat0.000021047106
Severe Toxicity0.0000027432327
Low Tox 0.0003524497
Aug 18, 2025 1 likes
We had absolutely no problem crossing the border earlier this fall, very professional but polite, I think some Canadians have felt entitled in a very uncertain world. No problem, stay home but we have have …
We had absolutely no problem crossing the border earlier this fall, very professional but polite, I think some Canadians have felt entitled in a very uncertain world. No problem, stay home but we have have certainly been enjoying the warmth and sunshine in Arizona this winter
Identity Attack0.00007182752
Insult0.00012571958
Profanity0.00001991213
Threat0.000021373244
Severe Toxicity0.0000028812753
Low Tox 0.0003070725
Dec 10, 2025
Yeah - cancel them all, 2022 onwards!!! Charity begins at home. Let's fix our problems here first, they can come another day.
Yeah - cancel them all, 2022 onwards!!! Charity begins at home. Let's fix our problems here first, they can come another day.
Identity Attack0.00005478228
Insult0.00011661281
Profanity0.000018180668
Threat0.00003076383
Severe Toxicity0.0000028672603
Low Tox 0.00029644254 Policy_Critique
Apr 14, 2025 39 likes
No big deal. If you've really travelled anywhere else in the world, there's more stringent and expensive measures when crossing into other countries. We're in FL for the season. Not a problem driving over. Took …
No big deal. If you've really travelled anywhere else in the world, there's more stringent and expensive measures when crossing into other countries. We're in FL for the season. Not a problem driving over. Took @ 5 mins at the inside counter with maybe 2 minutes wait. The CBP folks were polite. We did the i94 online before, so they took our finger prints on a small scanner and took our picture matched to our passport photo. We gave them our destination address as normal and how long we are staying. We were informed of our expected exit before date. If you have Nexis already, nothing really different that what you do now, just print your i94.
Identity Attack0.000040068124
Insult0.00012499224
Profanity0.000019785251
Threat0.000019371739
Severe Toxicity0.0000029470918
Low Tox 0.00025541594
Dec 12, 2025

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.