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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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Search comment text, filter by category or toxicity level
Clear all | Quick: Toxic (>0.5) Most constructive High toxicity (>0.7) Most liked
Active: "Canada is usa" 194 comments · Page 8 of 8
Many of the emigrant they also come from the USA to Canada. Not o only from Canada to the USA.
Many of the emigrant they also come from the USA to Canada. Not o only from Canada to the USA.
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.016058605
Insult0.0092228865
Profanity0.010450439
Threat0.0061231707
Severe Toxicity0.0008583069
Low Tox 0.023788974 Moderate Con 0.398 Comparative_Framing
Mar 3, 2026 Inside Canada's Indian Invasion...
Canada needs to vastly increase its population. If not then it is likely you will become a State to the USA which would be a shame
Canada needs to vastly increase its population. If not then it is likely you will become a State to the USA which would be a shame
· 2: Cluster #1
Close reading → Video sentiment →
Identity Attack0.0013547267
Insult0.009531953
Profanity0.00020936003
Threat0.00010846465
Severe Toxicity0.0000027912808
Low Tox 0.020921616
Apr 14, 2025 1 likes
"i came here as a student" you just hear that everywhere now, canada, usa, europe all the same
"i came here as a student" you just hear that everywhere now, canada, usa, europe all the same
Inside Canada's Indian Metropolis (Brampton) · 3: Cluster #2
Close reading → Video sentiment →
Identity Attack0.006955597
Insult0.009545889
Profanity0.010996987
Threat0.006194372
Severe Toxicity0.00074863434
Low Tox 0.01859777 Moderate Con 0.344
Oct 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
90% coming from 1 country. Time for Canada to have a per country cap like the usa
90% coming from 1 country. Time for Canada to have a per country cap like the usa
How Canada broke its immigration system · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.008731495
Insult0.009146886
Profanity0.010057608
Threat0.00636914
Severe Toxicity0.0009870529
Low Tox 0.017969469 Low Con 0.279
Jun 18, 2025 134 likes How Canada broke its immigration …
STOP going to USA, unless you want to see their JAIL 😢 Lots of problems in states, zero safety 😮 At the moment Canada is the best country in the world for safety.
STOP going to USA, unless you want to see their JAIL 😢 Lots of problems in states, zero safety 😮 At the moment Canada is the best country in the world for safety.
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0011994684
Insult0.002749452
Profanity0.000105210725
Threat0.0029555399
Severe Toxicity0.000006617666
Low Tox 0.017347202 Comparative_Framing
Dec 10, 2025
Pipeline for new markets should now be a priority due to Mr. Trumps latest move. If USA cuts off Canadian oil Canada can not finance Quebec, Ontario and other Canadian provinces that benefit from equalization …
Pipeline for new markets should now be a priority due to Mr. Trumps latest move. If USA cuts off Canadian oil Canada can not finance Quebec, Ontario and other Canadian provinces that benefit from equalization payments.
New rules, regulations take effect across Canada · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.0021273769
Insult0.007911879
Profanity0.008785176
Threat0.0059678215
Severe Toxicity0.00044822693
Low Tox 0.009110395 Moderate Con 0.409
Jan 4, 2026 1 likes New rules, regulations take effect …
Over 150 Canadians have been "detained" by ICE and FOUR CANADIANS were MURDERED in ICE "custody". Who cares about crossing the border into the USA unless there is some MUST reason. Fight for Canada, or …
Over 150 Canadians have been "detained" by ICE and FOUR CANADIANS were MURDERED in ICE "custody". Who cares about crossing the border into the USA unless there is some MUST reason. Fight for Canada, or LEAVE!
· 6: Cluster #5
Close reading → Video sentiment →
Identity Attack0.0009199187
Insult0.00051474926
Profanity0.000047096648
Threat0.0008739009
Severe Toxicity0.0000054596094
Low Tox 0.0055660913
Dec 10, 2025
Canada needs to build a wall. And make the USA pay for it.
Canada needs to build a wall. And make the USA pay for it.
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0016272918
Insult0.0006612467
Profanity0.000052484338
Threat0.00068448373
Severe Toxicity0.0000045227666
Low Tox 0.005474005 Humor_Satire
Dec 10, 2025
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so …
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so being proactive on safety in the so called “new world” now….is positive…
· 27: Cluster #26
Close reading → Discourse → Video sentiment →
Identity Attack0.00049278134
Insult0.0012809078
Profanity0.00009218832
Threat0.00015802599
Severe Toxicity0.000003631664
Low Tox 0.005380478 Policy_Critique
Dec 9, 2025
Why are any Canadians going to the USA. Canada, Canada Canadian Businesses and Fellow Canadians need our fellow Canadians not be SELFISH and Support the USA BOYCOTT, No vacationing No dining No shopping No sports …
Why are any Canadians going to the USA. Canada, Canada Canadian Businesses and Fellow Canadians need our fellow Canadians not be SELFISH and Support the USA BOYCOTT, No vacationing No dining No shopping No sports events No musical festivals All those things are wants not needs!!! Support your country keep the pressure on!!
· 6: Cluster #5
Close reading → Video sentiment →
Identity Attack0.00132066
Insult0.0019126767
Profanity0.000046899
Threat0.000039868628
Severe Toxicity0.0000021527212
Low Tox 0.0047451705
Dec 11, 2025
I remember going into Canada to attend a 16 week log building class. They tore apart my truck and trailer outside and when nothing illegal was found said have a nice time. I could care …
I remember going into Canada to attend a 16 week log building class. They tore apart my truck and trailer outside and when nothing illegal was found said have a nice time. I could care less what difficulties canuks have getting into the USA.
· 6: Cluster #5
Close reading → Video sentiment →
Identity Attack0.00025209007
Insult0.00037682502
Profanity0.00003760204
Threat0.00006585158
Severe Toxicity0.0000024011076
Low Tox 0.0012392753
Dec 8, 2025 1 likes
I go to the usa because its safer than canada. Believe it or not.
I go to the usa because its safer than canada. Believe it or not.
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0003236126
Insult0.00028470246
Profanity0.000025749905
Threat0.000038740047
Severe Toxicity0.0000020556854
Low Tox 0.001006159 Comparative_Framing
Feb 2, 2026
Strange how Canada has finally stepped up to order military equipment, military personal, borders in the North and with USA borders putting more man power and technology. Changed and removed provincial boundaries for trade, liberal …
Strange how Canada has finally stepped up to order military equipment, military personal, borders in the North and with USA borders putting more man power and technology. Changed and removed provincial boundaries for trade, liberal party wants to change like the dems in the USA. Leaders should go in and do a good job and not just think about them selves. Maybe Trump has helped in that way even when we don’t want to admit it. Leaders has got away with things for along time.
· 9: Cluster #8
Close reading → Discourse → Video sentiment →
Identity Attack0.00010509171
Insult0.0002843471
Profanity0.00006087333
Threat0.000045825087
Severe Toxicity0.000015931742
Low Tox 0.0006615455 Policy_Critique
Apr 14, 2025 2 likes
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.
· 2: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.00021986593
Insult0.00016915216
Profanity0.000015848518
Threat0.0000326271
Severe Toxicity0.0000023333337
Low Tox 0.00056050584 Policy_Critique
May 16, 2025
Everyone is boycotting USA, when every fabric of Canada runs on USA technology and infrastructure. Amazon, Walmart, Google, Microsoft , apple... Why isn't anyone boycotting ROGERS XFINITY? sell your iPhone and buy a blackberry, Canada …
Everyone is boycotting USA, when every fabric of Canada runs on USA technology and infrastructure. Amazon, Walmart, Google, Microsoft , apple... Why isn't anyone boycotting ROGERS XFINITY? sell your iPhone and buy a blackberry, Canada would be a frozen wasteland still in the dark ages of it wasn't for USA.
· 6: Cluster #5
Close reading → Video sentiment →
Identity Attack0.00006577903
Insult0.00023082343
Profanity0.000020217845
Threat0.000022782564
Severe Toxicity0.000002309757
Low Tox 0.00052124116
Dec 8, 2025 13 likes
F the USA. There are lots of other places to go. Stay in Canada with your RVs, or sell them and use the cash to travel everywhere else.
F the USA. There are lots of other places to go. Stay in Canada with your RVs, or sell them and use the cash to travel everywhere else.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.0000752574
Insult0.00016063922
Profanity0.0000219224
Threat0.00004360448
Severe Toxicity0.0000022718104
Low Tox 0.00045602393
Dec 10, 2025
By 2027 Canada will be the 52 nd state of USA.?
By 2027 Canada will be the 52 nd state of USA.?
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00006672976
Insult0.00016961603
Profanity0.000019979256
Threat0.000024262888
Severe Toxicity0.0000019413549
Low Tox 0.0004005311
Apr 14, 2025 8 likes
This is perfect step from USA. When you say "Canadian", you need to understand and admit that the composition of "Canadian population" has changed substantially over the past few years. I wish Canada also takes …
This is perfect step from USA. When you say "Canadian", you need to understand and admit that the composition of "Canadian population" has changed substantially over the past few years. I wish Canada also takes enough security steps before getting influx. It is not the country where from you come, it is who is coming. And, if one has clean records, what should one worry?
· 27: Cluster #26
Close reading → Video sentiment →
Identity Attack0.000120073375
Insult0.00013968495
Profanity0.000021232883
Threat0.000024228715
Severe Toxicity0.0000028339366
Low Tox 0.0003879494
Dec 8, 2025 10 likes
Yup we just don't go there anymore as many others there is whole world out there not just the USA and we not buying anything USA or goods or services period and I live in …
Yup we just don't go there anymore as many others there is whole world out there not just the USA and we not buying anything USA or goods or services period and I live in Canada so long USA
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.00005048602
Insult0.00017170592
Profanity0.000022286635
Threat0.000020514557
Severe Toxicity0.0000023438358
Low Tox 0.0003805725 Call_To_Action
Dec 8, 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.