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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.

Search & Filter

Search comment text, filter by category or toxicity level
Clear all | Quick: Toxic (>0.5) Most constructive High toxicity (>0.7) Most liked
Active: "they have to go back" 517 comments · Page 21 of 21
Hopefully the trades go back to normal. All those Dr's and lawyers seem to like the job sites.
Hopefully the trades go back to normal. All those Dr's and lawyers seem to like the job sites.
Deportations From Canada at Their Highest Level in … · 1: Cluster #1
Close reading → Video sentiment →
Identity Attack0.003144818
Insult0.011046898
Profanity0.010518758
Threat0.0062979385
Severe Toxicity0.000667572
Low Tox 0.017215505 Moderate Con 0.403
Dec 28, 2025 Deportations From Canada at Their …
Man Brampton used to be so beautiful, all of the farm fields and people, I loved visiting my Nonna and Nonno in the middle of Brampton. You would not pay me to go back right …
Man Brampton used to be so beautiful, all of the farm fields and people, I loved visiting my Nonna and Nonno in the middle of Brampton. You would not pay me to go back right now.
Inside Canada's Indian Invasion... · 2: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.00362579
Insult0.009298887
Profanity0.01220964
Threat0.006712203
Severe Toxicity0.00082969666
Low Tox 0.016587202 Constructive 0.642 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I’m never going back there now. They can make visiting as unpleasant as they wish.👍
I’m never going back there now. They can make visiting as unpleasant as they wish.👍
· 11: Cluster #10
Close reading → Video sentiment →
Identity Attack0.00047645957
Insult0.0060833176
Profanity0.00008352033
Threat0.00015243512
Severe Toxicity0.0000025722316
Low Tox 0.01230806
Dec 12, 2025
All the more reason not to go. When trumps gone we’ll be back.
All the more reason not to go. When trumps gone we’ll be back.
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.00021163015
Insult0.0024261845
Profanity0.000056644938
Threat0.0005835685
Severe Toxicity0.0000030145382
Low Tox 0.007275502 Call_To_Action
Dec 10, 2025
Who cares never go back to USA even again
Who cares never go back to USA even again
· 10: Cluster #9
Close reading → Discourse → Video sentiment →
Identity Attack0.000663311
Insult0.0014896046
Profanity0.000064551445
Threat0.00019737163
Severe Toxicity0.000002804462
Low Tox 0.0058108647 Call_To_Action
Dec 10, 2025
Trump will be gone soon. Things will go back to normal. The only reason why I will not go to the USA is because I don't feel safe down there anymore. Canadians just have to …
Trump will be gone soon. Things will go back to normal. The only reason why I will not go to the USA is because I don't feel safe down there anymore. Canadians just have to wait until a Democrat is president again if they really need to go there. I would rather go to another country for vacation. Plenty of safer places to go.
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.00015178563
Insult0.0018463861
Profanity0.000065314794
Threat0.0001947979
Severe Toxicity0.0000030311344
Low Tox 0.0048855473 Personal_Narrative
Dec 10, 2025
Well, you do not need to bother their whatever rules if you do not go there, right?!😂🎉 So simple, just pass USA until it is tamed back being civilized.
Well, you do not need to bother their whatever rules if you do not go there, right?!😂🎉 So simple, just pass USA until it is tamed back being civilized.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00037235592
Insult0.0010652016
Profanity0.00007141146
Threat0.0002614447
Severe Toxicity0.000003176095
Low Tox 0.00482604
Dec 9, 2025
No more pr. Go back all. Clean Canada.
No more pr. Go back all. Clean Canada.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00020180264
Insult0.0013182673
Profanity0.00004923913
Threat0.00014148068
Severe Toxicity0.0000024845524
Low Tox 0.003138065
Apr 19, 2025 2 likes
I have no problem I’m usually going for A weeks vacation a back home. Just straight forward with your intentions on ur reason of travel. I don’t think I’ll Have a hard time im Canadian …
I have no problem I’m usually going for A weeks vacation a back home. Just straight forward with your intentions on ur reason of travel. I don’t think I’ll Have a hard time im Canadian an not an immigrant of other foreign country our immigrated to other places
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.0007319175
Insult0.0004995934
Profanity0.000022571734
Threat0.00007728063
Severe Toxicity0.0000025561992
Low Tox 0.002071151
Dec 8, 2025 1 likes
Not ever going back….don’t care about their border rules.
Not ever going back….don’t care about their border rules.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00013249363
Insult0.00025756942
Profanity0.000020693516
Threat0.000030080426
Severe Toxicity0.0000018404779
Low Tox 0.0007807034
Dec 8, 2025 7 likes
It's getting more and more difficult to want to go on a nice trip. Between the long line ups to enter the countries, filling out paperwork, being treated like a criminal at the border it's …
It's getting more and more difficult to want to go on a nice trip. Between the long line ups to enter the countries, filling out paperwork, being treated like a criminal at the border it's not worth it. I can remember crossing a few years back before COVID my stomach would do flip flops waiting in the line and it should never be like that
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.00007683819
Insult0.00023573764
Profanity0.000022703574
Threat0.000026121497
Severe Toxicity0.0000022189006
Low Tox 0.00061102543 Personal_Narrative
Dec 8, 2025
I go back and fore and guess what.!? Never had an issue 😂
I go back and fore and guess what.!? Never had an issue 😂
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00005344967
Insult0.00021192535
Profanity0.00002930933
Threat0.000034014112
Severe Toxicity0.0000020534908
Low Tox 0.00052860833
Dec 10, 2025
Not a problem, never going back.
Not a problem, never going back.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00007136571
Insult0.00018942081
Profanity0.000017503593
Threat0.000023340715
Severe Toxicity0.000002032391
Low Tox 0.00046418674
Jan 22, 2026
3:36 If there's a snag...never go back.
3:36 If there's a snag...never go back.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.000051982446
Insult0.00016519976
Profanity0.000018945462
Threat0.000032260716
Severe Toxicity0.0000020143625
Low Tox 0.00041108145
Dec 10, 2025
Why care about new rules? I'm never going back 😂
Why care about new rules? I'm never going back 😂
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.000067663575
Insult0.0001594451
Profanity0.000023979906
Threat0.000024808189
Severe Toxicity0.0000022832548
Low Tox 0.0004001966 Humor_Satire
Dec 9, 2025
At lastly..government & authorities has taken absolutely extraordinary steps against..new immigration & jobs in immegrants should be close & send them backs without hesitations..housing crises & unemployment will be improved immediately..go ahead without delay…wakes up..wakes …
At lastly..government & authorities has taken absolutely extraordinary steps against..new immigration & jobs in immegrants should be close & send them backs without hesitations..housing crises & unemployment will be improved immediately..go ahead without delay…wakes up..wakes up..we are delayed in decision.
· 3: Cluster #2
Close reading → Video sentiment →
Identity Attack0.000048779526
Insult0.00014532087
Profanity0.000017338123
Threat0.000020040892
Severe Toxicity0.0000025921015
Low Tox 0.0003061768
Apr 14, 2025
I went earlier this year. I was the only vehicle at what typically would be a very busy crossing. The only difference, while in the lane, they asked me to open my trunk and examined …
I went earlier this year. I was the only vehicle at what typically would be a very busy crossing. The only difference, while in the lane, they asked me to open my trunk and examined the contents while I remained in the lane. I went forward with no issues. I was not stopped coming back. Before you go, make sure your vehicle is clear of any thing that could generate additional questions.
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.00004452459
Insult0.00012055086
Profanity0.000018495342
Threat0.00001990034
Severe Toxicity0.000003142657
Low Tox 0.00025909377 Personal_Narrative
Dec 9, 2025 1 likes

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.