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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
Active: "I used to be a …" 717 comments · Page 29 of 29
Well once you get this all figured out let us know, that way we can start using the local drive thru's, might finally be able to understand the person on the other side of the …
Well once you get this all figured out let us know, that way we can start using the local drive thru's, might finally be able to understand the person on the other side of the speaker!!!!
Identity Attack0.0019146391
Insult0.009279887
Profanity0.011423977
Threat0.0068416605
Severe Toxicity0.00079631805
Low Tox 0.01608456 Constructive 0.608 Humor_Satire
Dec 24, 2025 2 likes Deportations From Canada at Their …
In 2015, seniors (65+) were ~16–17% of Canada’s population. In 2024–25, they are ~19–20%. After 10 years and 3.6+ million permanent immigrants, aging was not solved. Immigration didn’t fix aging — it was used as …
In 2015, seniors (65+) were ~16–17% of Canada’s population. In 2024–25, they are ~19–20%. After 10 years and 3.6+ million permanent immigrants, aging was not solved. Immigration didn’t fix aging — it was used as justification, not a solution.
Identity Attack0.007214582
Insult0.008557882
Profanity0.008998672
Threat0.0059775305
Severe Toxicity0.0006079674
Low Tox 0.015581916 Moderate Con 0.445 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
3 years in Canada, on a PR, needs to use google translate to speak English. Why is this allowed?
3 years in Canada, on a PR, needs to use google translate to speak English. Why is this allowed?
Identity Attack0.0073625734
Insult0.0084818825
Profanity0.010074687
Threat0.006194372
Severe Toxicity0.00068187714
Low Tox 0.015519086 Moderate Con 0.365 Policy_Critique
Jan 27, 2026 998 likes Inside Canada's Indian Invasion...
Why are you using July 2016 stats, when the video is dated Oct 2017? How about July 2017 stats... for starters.
Why are you using July 2016 stats, when the video is dated Oct 2017? How about July 2017 stats... for starters.
Identity Attack0.0025158543
Insult0.00815888
Profanity0.012107162
Threat0.006576272
Severe Toxicity0.00077724457
Low Tox 0.015142105 Low Con 0.246
Oct 4, 2018 1 likes How much do refugees and …
it did nothing.... and everyone came in. Nothing complex... but specifically over use of TFW and international student
it did nothing.... and everyone came in. Nothing complex... but specifically over use of TFW and international student
Identity Attack0.0027378413
Insult0.008956885
Profanity0.012004685
Threat0.006246155
Severe Toxicity0.00074863434
Low Tox 0.015079274 Moderate Con 0.428 Policy_Critique
Jun 21, 2025 How Canada broke its immigration …
Anybody here used Ipad for the test?
Anybody here used Ipad for the test?
Identity Attack0.0031633168
Insult0.007835878
Profanity0.013336895
Threat0.00704232
Severe Toxicity0.00092983246
Low Tox 0.014702292 Moderate Con 0.337 Question
Jan 26, 2026 Canadian Citizenship Test 2025 – …
I used to work in a small farming community near the border in Quebec. People crossing is absolutely common.
I used to work in a small farming community near the border in Quebec. People crossing is absolutely common.
Identity Attack0.004180758
Insult0.008576883
Profanity0.009801413
Threat0.006485652
Severe Toxicity0.0007677078
Low Tox 0.014639461 Constructive 0.555
Jan 27, 2026 Inside Canada's Indian Invasion...
I got 19/20 on my test. It covered almost every part of the Discover canada. Appricated for making such useful video!
I got 19/20 on my test. It covered almost every part of the Discover canada. Appricated for making such useful video!
Identity Attack0.0027933381
Insult0.007341875
Profanity0.0113385795
Threat0.0068869707
Severe Toxicity0.0008249283
Low Tox 0.01005285 Constructive 0.605
Oct 24, 2025 1 likes Canadian Citizenship Test 2025 – …
I knew that "safe house" looked familiar. I used to live down the street. That's 230 15th avenue Lachine Quebec.
I knew that "safe house" looked familiar. I used to live down the street. That's 230 15th avenue Lachine Quebec.
Identity Attack0.0024418586
Insult0.0075128763
Profanity0.010006369
Threat0.006265574
Severe Toxicity0.00058174133
Low Tox 0.009487377 Constructive 0.683 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. …
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. The 2020 pool is used little by little everywhere 10k to 15k per year. So in 3 years 36k applicant processed. This 400% number probably is total received in 2020 vs previous years (process was different) from all over but that many DO NOT get invited to apply.
Identity Attack0.0015354111
Insult0.006724371
Profanity0.009920971
Threat0.0060778605
Severe Toxicity0.00051259995
Low Tox 0.008105109 Constructive 0.582 Unverified_Claim
Jan 20, 2026 2 likes Why Canada’s immigration system has …
GREAT!! Lets get rid of these imports that use all of what people that were born here have paid for.
GREAT!! Lets get rid of these imports that use all of what people that were born here have paid for.
Identity Attack0.00030003712
Insult0.0005755397
Profanity0.00003203911
Threat0.0002352621
Severe Toxicity0.000002753686
Low Tox 0.0026706909
Apr 19, 2025
Canada used and earned money from international students and put so many rules them to leave. Canada doesn't want educated ppl they want refugees to run their country. Those who doesn't even have any language …
Canada used and earned money from international students and put so many rules them to leave. Canada doesn't want educated ppl they want refugees to run their country. Those who doesn't even have any language Proficiency. This country is run by headless ppl. They have to enrol int. Students from other countries not only India. Iran , Sudan they give easy work permit and PR. But those who did Masters studies no points.
Identity Attack0.000442064
Insult0.00022481215
Profanity0.00003744095
Threat0.000044459546
Severe Toxicity0.000002927076
Low Tox 0.00088779686 Policy_Critique
Apr 19, 2025 1 likes
Good, there are too many from India and China here. Recently, I have seen some Chinese leaving from my own neighbour. This is a good thing, they come over here, don't speak English, don't work …
Good, there are too many from India and China here. Recently, I have seen some Chinese leaving from my own neighbour. This is a good thing, they come over here, don't speak English, don't work and use our resources that we have paid for all of our working lives. Our local college which used to pay for English lessons for Newcomers to Canada has now cancelled the program.
Identity Attack0.0010168551
Insult0.00017304033
Profanity0.00003081157
Threat0.00005803413
Severe Toxicity0.0000042457577
Low Tox 0.0007665064
Apr 17, 2025 2 likes
thats bs none for the next 5 years then back to 200000 like it used to be and only those with skills and they will need to learn english
thats bs none for the next 5 years then back to 200000 like it used to be and only those with skills and they will need to learn english
Identity Attack0.0000930994
Insult0.00017000348
Profanity0.000022312452
Threat0.00003339689
Severe Toxicity0.0000021373992
Low Tox 0.0004968769
Apr 14, 2025 7 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.
Identity Attack0.0000752574
Insult0.00016063922
Profanity0.0000219224
Threat0.00004360448
Severe Toxicity0.0000022718104
Low Tox 0.00045602393
Dec 10, 2025
What are the rules for dual citizens living in Canada. Can we use our American passport to enter and return to Canada on Canadian passport. Is that legal under new laws?
What are the rules for dual citizens living in Canada. Can we use our American passport to enter and return to Canada on Canadian passport. Is that legal under new laws?
Identity Attack0.00008250188
Insult0.00013035386
Profanity0.000020754725
Threat0.000023985875
Severe Toxicity0.0000028491775
Low Tox 0.00034495955 Question
Dec 10, 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

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.