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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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Active: "WE NEED TO DO WHAT …" 2,035 comments · Page 82 of 82
So no need for Nexus anymore? They are taking fingerprints for free?
So no need for Nexus anymore? They are taking fingerprints for free?
Identity Attack0.00004848822
Insult0.00018890802
Profanity0.0000194958
Threat0.000023041464
Severe Toxicity0.000002072405
Low Tox 0.00041168067
Dec 12, 2025
Soon we will be the 51st state and we won't need all this stuff. We can just cross the border and there will actually be no international border.
Soon we will be the 51st state and we won't need all this stuff. We can just cross the border and there will actually be no international border.
Identity Attack0.00006534975
Insult0.00015043037
Profanity0.000025214382
Threat0.000028329418
Severe Toxicity0.0000025006311
Low Tox 0.000407523 Unverified_Claim
Dec 9, 2025
We need our money in our economy anyway. They dont want free money. Thats fine.
We need our money in our economy anyway. They dont want free money. Thats fine.
Identity Attack0.000054059677
Insult0.00016396907
Profanity0.000020966514
Threat0.000023427127
Severe Toxicity0.0000021245392
Low Tox 0.00040474164
Dec 8, 2025 1 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?
Identity Attack0.000120073375
Insult0.00013968495
Profanity0.000021232883
Threat0.000024228715
Severe Toxicity0.0000028339366
Low Tox 0.0003879494
Dec 8, 2025 10 likes
We need to call upon the Lord and ask for mercy, and turn to him permanently. NOTHING else is going to work
We need to call upon the Lord and ask for mercy, and turn to him permanently. NOTHING else is going to work
Identity Attack0.00008302878
Insult0.00013562692
Profanity0.000033174467
Threat0.00004779646
Severe Toxicity0.0000062242107
Low Tox 0.00037615348
Apr 29, 2025
In reality, all countries, do use immigration, to open, and, or close immigrants, (** based on their labor, economic, and population needs. **) Must recall, housing, and public services must be in sync, monitored, statistics …
In reality, all countries, do use immigration, to open, and, or close immigrants, (** based on their labor, economic, and population needs. **) Must recall, housing, and public services must be in sync, monitored, statistics wise, to ensure a realistic societial balance, as it relates to humanities basic needs .
Identity Attack0.00011594013
Insult0.0001200341
Profanity0.000015637746
Threat0.000022836968
Severe Toxicity0.0000028227053
Low Tox 0.00034215854 Policy_Critique
Apr 15, 2025 3 likes
It seems that tariffs and job shortages have limited the employment opportunities needed to help them. Additionally, they can't afford to hire people in this economy.
It seems that tariffs and job shortages have limited the employment opportunities needed to help them. Additionally, they can't afford to hire people in this economy.
Identity Attack0.000049910817
Insult0.0001367917
Profanity0.00001741048
Threat0.000019344341
Severe Toxicity0.0000024342419
Low Tox 0.00031251422
Apr 17, 2025 3 likes
"The travelers needs to show documents like proof of residence, bank accounts, their rent, their tax paid..."
"The travelers needs to show documents like proof of residence, bank accounts, their rent, their tax paid..."
Identity Attack0.00004894536
Insult0.00014539018
Profanity0.000015919486
Threat0.000017871656
Severe Toxicity0.0000023152263
Low Tox 0.00029507358
Dec 9, 2025
Stick to the old points based system selecting the people coming in,exceptions for attracting talent in high tech,and have just a decent number of people coming.Yes we do need immigration but not over immigration for …
Stick to the old points based system selecting the people coming in,exceptions for attracting talent in high tech,and have just a decent number of people coming.Yes we do need immigration but not over immigration for economical and social and integration reasons.
Identity Attack0.000064102234
Insult0.00011273673
Profanity0.000015791746
Threat0.0000211861
Severe Toxicity0.0000032512494
Low Tox 0.00027985268 Policy_Critique
Apr 16, 2025 3 likes
Heightened scrutiny undermines Canada's reputation as a welcoming destination? Isn't this the point? Meanwhile, lax policies allow too much abuse of our "wecoming" system. Finally, with the US tightening their borders, Canada will be the …
Heightened scrutiny undermines Canada's reputation as a welcoming destination? Isn't this the point? Meanwhile, lax policies allow too much abuse of our "wecoming" system. Finally, with the US tightening their borders, Canada will be the desired destination for North America, and our policies must prepare for this likely outcome. One last point is this: i would rather this country take care of the first nations peoples, the dispossessed, those marginalized within our society and our elderly who've contributed to this country's growth and prosperity but, due to one or another reason, dont have workplace pensions for retirement. Once we've sorted out our own peoples, seen properly to the needs of those who were actually born here, ensured our hospitals and schools are well funded, then we can look to service the needs of a migrant population.
Identity Attack0.000051619318
Insult0.000120263016
Profanity0.000018316585
Threat0.000020267227
Severe Toxicity0.000003076367
Low Tox 0.00027410034
Apr 23, 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.