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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 #}

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Active: "And the liberals will do …" 1,410 comments · Page 57 of 57
Because Canada is a 3rd world country now..thanks to the Liberal Party...😂😂😂
Because Canada is a 3rd world country now..thanks to the Liberal Party...😂😂😂
Identity Attack0.00016125571
Insult0.00033830001
Profanity0.00003454697
Threat0.000036858186
Severe Toxicity0.0000018846267
Low Tox 0.0009357696 Policy_Critique
Dec 10, 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 were in lockdown with Covid yet the liberals opened the doors wide open for immigrants. This made no sense. Time for change, vote conservative.
We were in lockdown with Covid yet the liberals opened the doors wide open for immigrants. This made no sense. Time for change, vote conservative.
Identity Attack0.000103082166
Insult0.00030697417
Profanity0.000016917704
Threat0.00002318027
Severe Toxicity0.000001654218
Low Tox 0.0007597665 Policy_Critique
Apr 15, 2025
Thanks to Canada i hope they will keep their immigration policy as liberal and considerate to other nationalities.!!!
Thanks to Canada i hope they will keep their immigration policy as liberal and considerate to other nationalities.!!!
Identity Attack0.00009439454
Insult0.00024900545
Profanity0.00001717458
Threat0.000035039022
Severe Toxicity0.0000017260779
Low Tox 0.00070957537
Apr 14, 2025 1 likes
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.
Identity Attack0.00010509171
Insult0.0002843471
Profanity0.00006087333
Threat0.000045825087
Severe Toxicity0.000015931742
Low Tox 0.0006615455 Policy_Critique
Apr 14, 2025 2 likes
What’s the issue? It’s what liberal voters voted for
What’s the issue? It’s what liberal voters voted for
Identity Attack0.000053892185
Insult0.00031508916
Profanity0.00002245102
Threat0.00002014963
Severe Toxicity0.0000015646327
Low Tox 0.00065034063 Policy_Critique
Dec 8, 2025 4 likes
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need …
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need immigrants to stop from becoming ghost towns. The failure was in the Liberal Party deciding that getting the immigrant vote was how to win elections, so they let immigrants decide where to go, which didn't help the country. I should know.. I owned a 28-suite apt. block in Winnipeg (not even a small town!) and my property value dropped below the mortgage cost because more people were leaving Manitoba than entering at that time. I lost my block. Thanks, Liberal Party of Canada.
Identity Attack0.00016257107
Insult0.0002154967
Profanity0.000020543059
Threat0.000033083004
Severe Toxicity0.0000023985558
Low Tox 0.0006092379
Apr 23, 2025
I'm across twice a week, never an issue. But understandable that the Americans would increase security since the Canadian Liberal government let anyone into Canada.
I'm across twice a week, never an issue. But understandable that the Americans would increase security since the Canadian Liberal government let anyone into Canada.
Identity Attack0.00011800841
Insult0.0001926306
Profanity0.00002129382
Threat0.000029325547
Severe Toxicity0.0000021946837
Low Tox 0.0005632492
Dec 7, 2025 22 likes
Can’t even afford to eat due to the liberals where am I gonna find money to travel so it doesn’t even bother me 😂
Can’t even afford to eat due to the liberals where am I gonna find money to travel so it doesn’t even bother me 😂
Identity Attack0.000055260592
Insult0.00019068095
Profanity0.000019934436
Threat0.000022157174
Severe Toxicity0.0000021014885
Low Tox 0.00046260422 Economic_Argument
Dec 10, 2025
I'll believe it when I see it! The Liberals won't, haven't released the immigration numbers so this could be just another Liberal, Carney fabrication. Why did the gov't allow so many people in the first …
I'll believe it when I see it! The Liberals won't, haven't released the immigration numbers so this could be just another Liberal, Carney fabrication. Why did the gov't allow so many people in the first place: to receive votes! That is the only reason!
Identity Attack0.00005422138
Insult0.00018341397
Profanity0.000019666739
Threat0.000021658203
Severe Toxicity0.000002216555
Low Tox 0.00042902053
Aug 11, 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.