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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "If your country is so …" 3,912 comments · Page 149 of 157
Wouldn’t even need to tell people what country they came from. Thats easy.
Wouldn’t even need to tell people what country they came from. Thats easy.
Identity Attack0.008657498
Insult0.011198899
Profanity0.012175481
Threat0.006433869
Severe Toxicity0.0009012222
Low Tox 0.028502874 Low Con 0.198
Sep 29, 2025 IRCC Names India in Study …
to be honest canada could not come up with population needed to sustain itself, you need a large population for this country to run.
to be honest canada could not come up with population needed to sustain itself, you need a large population for this country to run.
Identity Attack0.011839314
Insult0.012794908
Profanity0.010279642
Threat0.0067057298
Severe Toxicity0.0011396408
Low Tox 0.028385026 Low Con 0.168 Economic_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Americans need to prepare for less tourists entering the country because of Trump .
Americans need to prepare for less tourists entering the country because of Trump .
Identity Attack0.0041163866
Insult0.0088118715
Profanity0.00006622502
Threat0.00028477522
Severe Toxicity0.0000031009802
Low Tox 0.028317513 Comparative_Framing
Dec 10, 2025
0:38 Yes, immigrants in Canada pay taxes. Your tax obligations depend on your residency status, which is based on factors like the number of days you spend in Canada and your ties to the country. …
0:38 Yes, immigrants in Canada pay taxes. Your tax obligations depend on your residency status, which is based on factors like the number of days you spend in Canada and your ties to the country. Income earned from Canadian sources is generally taxable for both residents and non-residents.
Identity Attack0.01766643
Insult0.010096892
Profanity0.011133623
Threat0.0057606893
Severe Toxicity0.00088214874
Low Tox 0.028031485 Moderate Con 0.451 Meta_Commentary
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
*The majority population of every country should be the people born in said country*
*The majority population of every country should be the people born in said country*
Identity Attack0.014450782
Insult0.008633883
Profanity0.015659723
Threat0.0075083673
Severe Toxicity0.0016021729
Low Tox 0.028031485 Low Con 0.153 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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”
Identity Attack0.008588185
Insult0.007371856
Profanity0.000062916915
Threat0.00027536758
Severe Toxicity0.000004110165
Low Tox 0.027917115 Unverified_Claim
Dec 9, 2025
SEND THEM BACK HOME ? THEY WILL NEVER BI CANADIANS WITH LOVE OF THIS GREAT COUNTRY
SEND THEM BACK HOME ? THEY WILL NEVER BI CANADIANS WITH LOVE OF THIS GREAT COUNTRY
Identity Attack0.023008294
Insult0.0025617492
Profanity0.0001309912
Threat0.0013773915
Severe Toxicity0.000007673837
Low Tox 0.027914505 Identity_Assertion
Apr 15, 2025
Canada's immigration system was never ideal. Even in the 1970's the govt. never knew who was enteringband leaving the country.
Canada's immigration system was never ideal. Even in the 1970's the govt. never knew who was enteringband leaving the country.
Identity Attack0.010137413
Insult0.013402912
Profanity0.009246326
Threat0.006045496
Severe Toxicity0.0007247925
Low Tox 0.02779579 Moderate Con 0.424 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Education is a Migration Pathway that is why education has increasingly become a gateway for migration, especially in countries like Canada, the UK, Australia, and New Zealand. These countries benefit in multiple ways: Economic gains …
Education is a Migration Pathway that is why education has increasingly become a gateway for migration, especially in countries like Canada, the UK, Australia, and New Zealand. These countries benefit in multiple ways: Economic gains from international tuition fees. Young labor to support aging populations. Potential future immigrants who are already educated and adapted to the country. Governments often design these systems intentionally — international students are part of their immigration and economic growth strategies, not just passive victims or actors. India has a massive, educated, English-speaking population. India has the largest pool of college graduates who are English-proficient, making them eligible and attractive for global mobility. Canadian colleges and universities actively recruit in India because it's a guaranteed market. Some Canadians have prioritized volume over quality, which has led to systemic issues. You are not alone England, Australia and New Zealand are milking Indians too
Identity Attack0.011321344
Insult0.013592913
Profanity0.011765569
Threat0.0063885585
Severe Toxicity0.0011014938
Low Tox 0.02779579 Constructive 0.646
Oct 2, 2025 IRCC Names India in Study …
The whole country needs to do this.
The whole country needs to do this.
Identity Attack0.0053276913
Insult0.008937885
Profanity0.014874061
Threat0.010680079
Severe Toxicity0.0019741058
Low Tox 0.027677942 Low Con 0.29
Nov 27, 2025 Quebec Ends Economic Immigration Program …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has run out, and during this stressful time, I have only had 4 actual interviews with real human beings. I am also a caregiver for both of my parents, and working remotely has been my profession for the last 7 years. Remote work allows me to both care for them and bring in a full-time income. Despite having 30 years of customer service experience, I find myself being overlooked. Many companies now use AI to prescreen resumes, so if your resume isn’t ATS-friendly, it often never gets seen by a human. Even if you make it past that stage, there are endless AI-driven assessments before you even have a chance to speak with someone. And when you finally do, it’s often yet another layer of screening rather than a real interview. I know I bring value — I consistently receive compliments from customers across cultures for speaking clearly, precisely, and making their experience enjoyable. Yet I find myself competing with younger candidates who can work longer hours, or new immigrants that companies often prioritize, sometimes with government incentives. At 55, I feel like I’m being overlooked despite my proven skills and professionalism. Right now, I live with my retired parents and should be caring for them. Instead, my father is helping me pay my bills so I don’t ruin the credit I worked so hard to build. If I don’t secure a job soon, I fear I’ll lose everything else I’ve managed to hold onto. The stress is overwhelming — I cry daily, and on top of everything, I also face health issues of my own, but I have no space to focus on them because survival takes priority. Canada today feels very different from the country I grew up in. Since the pandemic, things have become harder in every way — jobs, housing, and simply living. Even if I manage to secure work, rent alone now takes up nearly 75% of what I’d earn, not even including other basic bills. It’s disheartening to feel like no matter how hard I push, I can’t get ahead.
Identity Attack0.006474625
Insult0.015796926
Profanity0.014293353
Threat0.0064079775
Severe Toxicity0.0012207031
Low Tox 0.027560094 Constructive 0.813 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
why there is a need for international student program it is no benefit for the host countries
why there is a need for international student program it is no benefit for the host countries
Identity Attack0.009249465
Insult0.010134893
Profanity0.013405213
Threat0.00636914
Severe Toxicity0.0009918213
Low Tox 0.027560094 Low Con 0.216
Sep 28, 2025 10 likes IRCC Names India in Study …
And 385k is still almost 1% of the country's population, effectively continuing unnatural annual-exponential “growth” that has crushed the home market for young Canadians.
And 385k is still almost 1% of the country's population, effectively continuing unnatural annual-exponential “growth” that has crushed the home market for young Canadians.
Identity Attack0.0064006294
Insult0.015264924
Profanity0.010330882
Threat0.006084333
Severe Toxicity0.0007343292
Low Tox 0.027560094 Moderate Con 0.319 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
Did he said his own country?
Did he said his own country?
Identity Attack0.00847251
Insult0.010096892
Profanity0.012038844
Threat0.0066798385
Severe Toxicity0.0009918213
Low Tox 0.027324399 Moderate Con 0.311 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
When Immigrating to a country you need to assimilate to the country you are going to not the country you are from. There is a reson you left the country leave that country identity gone …
When Immigrating to a country you need to assimilate to the country you are going to not the country you are from. There is a reson you left the country leave that country identity gone dont being it to a new place.
Identity Attack0.014852738
Insult0.00983089
Profanity0.010672474
Threat0.0062267366
Severe Toxicity0.000872612
Low Tox 0.027324399 Moderate Con 0.489 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
As a Canadian I can confirm that this is all over the country plus Tim Hortons is now Bunty Singhs
As a Canadian I can confirm that this is all over the country plus Tim Hortons is now Bunty Singhs
Identity Attack0.0058826595
Insult0.017088935
Profanity0.011697251
Threat0.0063367756
Severe Toxicity0.0010728836
Low Tox 0.026970858 Constructive 0.528 Personal_Narrative
Feb 9, 2026 Inside Canada's Indian Invasion...
You come to this country obey the laws respect your fellow Citizen and you won't have any problems
You come to this country obey the laws respect your fellow Citizen and you won't have any problems
Identity Attack0.0091384705
Insult0.009982891
Profanity0.011782649
Threat0.0065050707
Severe Toxicity0.0010061264
Low Tox 0.02685301 Moderate Con 0.392
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I am retired and people come to this country. never worked a day in their life in canada and received more money than i am. Something has to change.
I am retired and people come to this country. never worked a day in their life in canada and received more money than i am. Something has to change.
Identity Attack0.011839314
Insult0.012566907
Profanity0.009570839
Threat0.0060196044
Severe Toxicity0.0008869171
Low Tox 0.026735162 Moderate Con 0.449
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
And it is the WHOLE country
And it is the WHOLE country
Identity Attack0.0060676485
Insult0.010058892
Profanity0.017504321
Threat0.007029374
Severe Toxicity0.0016593933
Low Tox 0.026617315 Moderate Con 0.354 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The overwhelming problem that people struggle to realize is Canada with its roughly 40,000,000 people are going to notice an influx from a country that has over 1 billion and is quickly modernizing which is …
The overwhelming problem that people struggle to realize is Canada with its roughly 40,000,000 people are going to notice an influx from a country that has over 1 billion and is quickly modernizing which is allowing families to leave their country and immigrant around the world just like they should. Localization is only prompted by friendly circumstances. It is seen everywhere with cultural neighborhoods
Identity Attack0.014852738
Insult0.011730902
Profanity0.00952814
Threat0.005919275
Severe Toxicity0.0008583069
Low Tox 0.026617315 Constructive 0.573 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
"Greatest country in the world." Yeah bud sure.
"Greatest country in the world." Yeah bud sure.
Identity Attack0.005253696
Insult0.013288911
Profanity0.012995303
Threat0.006485652
Severe Toxicity0.001077652
Low Tox 0.02638162 Low Con 0.2 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I miss our country 😢
I miss our country 😢
Identity Attack0.009619443
Insult0.009545889
Profanity0.014669105
Threat0.0076119336
Severe Toxicity0.0016880035
Low Tox 0.02638162 Moderate Con 0.489
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
WE HAVE A LOT OF ISSUES AND CONCERNS TO FIX AND ADDRESS IN OUR COUNTRY, INFLATION, LOTS OF PROTEST STRIKES, AND MORE, CANADIAN FIRST, CANADIAN ECONOMY, IMMIGRATION MUST CHANGE ASAP,
WE HAVE A LOT OF ISSUES AND CONCERNS TO FIX AND ADDRESS IN OUR COUNTRY, INFLATION, LOTS OF PROTEST STRIKES, AND MORE, CANADIAN FIRST, CANADIAN ECONOMY, IMMIGRATION MUST CHANGE ASAP,
Identity Attack0.012541492
Insult0.0103248935
Profanity0.009195087
Threat0.0067963502
Severe Toxicity0.0011587143
Low Tox 0.026263772 Moderate Con 0.401
Oct 17, 2025 IRCC Names India in Study …
there is life outside of canada, i with every country to be industrialized, so we dont have to beg to be in north countries
there is life outside of canada, i with every country to be industrialized, so we dont have to beg to be in north countries
Identity Attack0.011691323
Insult0.011578901
Profanity0.010450439
Threat0.0062914654
Severe Toxicity0.0009918213
Low Tox 0.026145924 Moderate Con 0.449
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Why does a country of 55 million (already significant immigration population) need diversity from a country of 1.4 billion?
Why does a country of 55 million (already significant immigration population) need diversity from a country of 1.4 billion?
Identity Attack0.012541492
Insult0.009545889
Profanity0.010228404
Threat0.0059807673
Severe Toxicity0.0008869171
Low Tox 0.026028076 Low Con 0.218 Policy_Critique
Jan 27, 2026 25 likes Inside Canada's Indian Invasion...

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.