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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: "Canadian here. It's a million …" 109 comments · Page 5 of 5
Canada has welcomed criminals and members of terr0r organizations in the last 10 years, even has paid millions of $$$ to them. So, any normal country that cares for the wellbeing of their citizens would …
Canada has welcomed criminals and members of terr0r organizations in the last 10 years, even has paid millions of $$$ to them. So, any normal country that cares for the wellbeing of their citizens would want to protect its borders from those “Canadians”
· 27: Cluster #26
Close reading → Discourse → Video sentiment →
Identity Attack0.008588185
Insult0.007371856
Profanity0.000062916915
Threat0.00027536758
Severe Toxicity0.000004110165
Low Tox 0.027917115 Unverified_Claim
Dec 9, 2025
380 million dollars that could have been given out to Canadians as disability cheques to sit and comment on here.
380 million dollars that could have been given out to Canadians as disability cheques to sit and comment on here.
Deportations From Canada at Their Highest Level in … · 1: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.008324518
Insult0.013706914
Profanity0.009784333
Threat0.0061878995
Severe Toxicity0.00091552734
Low Tox 0.02638162 Moderate Con 0.332 Economic_Argument
Dec 24, 2025 Deportations From Canada at Their …
It's a correction for allowing too many claimants entering Canada with applications on shaky grounds. Glad it will save us 100s of millions offloading them from the support systems everyday Canadians actually need in these …
It's a correction for allowing too many claimants entering Canada with applications on shaky grounds. Glad it will save us 100s of millions offloading them from the support systems everyday Canadians actually need in these times.
Deportations From Canada at Their Highest Level in … · 1: Cluster #1
Close reading → Video sentiment →
Identity Attack0.008509507
Insult0.01306091
Profanity0.00993805
Threat0.0073918556
Severe Toxicity0.00096321106
Low Tox 0.025792383 Constructive 0.601
Dec 24, 2025 Deportations From Canada at Their …
Doing taxes for 1 millions canadians, its just practise. Soon it will be for everyone
Doing taxes for 1 millions canadians, its just practise. Soon it will be for everyone
Canada’s new rules in 2026 · 46: Cluster #45
Close reading → Discourse → Video sentiment →
Identity Attack0.004643231
Insult0.008823884
Profanity0.009476901
Threat0.006265574
Severe Toxicity0.000667572
Low Tox 0.014639461 Low Con 0.193 Unverified_Claim
Jan 15, 2026 Canada’s new rules in 2026
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc …
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc they obviously didn't then complain they can't make it.Go home.
· 2: Cluster #1
Close reading → Video sentiment →
Identity Attack0.0043322137
Insult0.0011908403
Profanity0.00004395006
Threat0.0005412362
Severe Toxicity0.00000458772
Low Tox 0.009554655
Apr 23, 2025 1 likes
century initiative 100 million canadians 🎉
century initiative 100 million canadians 🎉
New rules, regulations take effect across Canada · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.0041992567
Insult0.0069238725
Profanity0.009664777
Threat0.006822242
Severe Toxicity0.00086307526
Low Tox 0.009361716 Moderate Con 0.323
Jan 3, 2026 1 likes New rules, regulations take effect …
2.9 million jobs just entered the Canadian economy. 2.9 million houses and apartments opened up...
2.9 million jobs just entered the Canadian economy. 2.9 million houses and apartments opened up...
2.9 million Canadian temporary visas expire in 2025-2026 · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.0021088778
Insult0.006173368
Profanity0.008955972
Threat0.006039023
Severe Toxicity0.00045776367
Low Tox 0.006188785 Moderate Con 0.343
Jan 17, 2026 6 likes 2.9 million Canadian temporary visas …
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.
· 2: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.00017204595
Insult0.00035070546
Profanity0.000051291976
Threat0.00004996549
Severe Toxicity0.000008668661
Low Tox 0.00093127653 Economic_Argument
Apr 15, 2025 18 likes
Losing millions in immigration will actually help Canada after over-inflating immigration. It will better control the housing crisis, food crisis, healthcare crisis. Pausing immigration so the numbers correct itself will fix a lot of the …
Losing millions in immigration will actually help Canada after over-inflating immigration. It will better control the housing crisis, food crisis, healthcare crisis. Pausing immigration so the numbers correct itself will fix a lot of the issues Canadians face.
· 2: Cluster #1
Close reading → Video sentiment →
Identity Attack0.00016129999
Insult0.00020965506
Profanity0.0000160642
Threat0.000034526518
Severe Toxicity0.0000022098052
Low Tox 0.0006739027
Apr 20, 2025 6 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.