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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

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Active: "The only people who have …" 4,268 comments · Page 170 of 171
With Artificial Intelligence eventually ingraining into all the workplaces, years to come less and less people needed in the workforce, and esp. in the service line and entry level job.
With Artificial Intelligence eventually ingraining into all the workplaces, years to come less and less people needed in the workforce, and esp. in the service line and entry level job.
Identity Attack0.002293867
Insult0.008633883
Profanity0.009519599
Threat0.006207318
Severe Toxicity0.00056028366
Low Tox 0.01426248 Moderate Con 0.336
Sep 1, 2025 2 likes Why Canadians Are Turning Against …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better job of screening people coming in. Canada still needs good capable people coming in.
Identity Attack0.0050687063
Insult0.008880884
Profanity0.009289024
Threat0.006272047
Severe Toxicity0.0005578995
Low Tox 0.01419965 Constructive 0.526 Policy_Critique
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
A grandfather clause is the equivalent of amnesty. Once you give amnesty, your doors will remain open, attracting people worldwide. Look at what has happened to the US after a general amnesty was passed in …
A grandfather clause is the equivalent of amnesty. Once you give amnesty, your doors will remain open, attracting people worldwide. Look at what has happened to the US after a general amnesty was passed in 1986.
Identity Attack0.002885833
Insult0.00815888
Profanity0.010228404
Threat0.006641001
Severe Toxicity0.000603199
Low Tox 0.014073989 Moderate Con 0.425 Comparative_Framing
Feb 11, 2026 2 likes Canada's tighter immigration policy divides …
No it's not dividing anything. Trudeau welcomed far too many people! We do not have the housing, infrastructure, Health Care system to sustain this population growth!
No it's not dividing anything. Trudeau welcomed far too many people! We do not have the housing, infrastructure, Health Care system to sustain this population growth!
Identity Attack0.0024233595
Insult0.009336887
Profanity0.009365883
Threat0.005835127
Severe Toxicity0.00054597855
Low Tox 0.013885498 Moderate Con 0.481 Policy_Critique
Feb 13, 2026 2 likes Canada's tighter immigration policy divides …
The match only starts when someone has submitted his residency application. Permanent residency is not a right, it's a privilege. These people are too entitled.
The match only starts when someone has submitted his residency application. Permanent residency is not a right, it's a privilege. These people are too entitled.
Identity Attack0.0024233595
Insult0.008614883
Profanity0.010091767
Threat0.0061037517
Severe Toxicity0.0004911423
Low Tox 0.013885498 Moderate Con 0.341
Nov 21, 2025 4 likes Quebec Ends Economic Immigration Program …
I live in Victoria, BC. In the past 5 to 7 years, the streets are packed, you can barely drive around in Victoria. No new roads or transportation of any kind, yet so many more …
I live in Victoria, BC. In the past 5 to 7 years, the streets are packed, you can barely drive around in Victoria. No new roads or transportation of any kind, yet so many more new people.
Identity Attack0.0042917514
Insult0.008766884
Profanity0.009835573
Threat0.0064015044
Severe Toxicity0.000705719
Low Tox 0.013571346 Constructive 0.676 Personal_Narrative
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
Even if CBSA check Three racing cars, 3 tim Hortons and 3 public transport buses a day they could have found at least 15 people without status in Canada
Even if CBSA check Three racing cars, 3 tim Hortons and 3 public transport buses a day they could have found at least 15 people without status in Canada
Identity Attack0.0040512653
Insult0.008766884
Profanity0.008862034
Threat0.0060908063
Severe Toxicity0.00057935715
Low Tox 0.013382856 Moderate Con 0.395
Sep 27, 2025 20 likes IRCC Names India in Study …
No MP pensions get paid unless the budget is balanced. The budget would be balanced next year and a lot of people would be gone or lose benefits.
No MP pensions get paid unless the budget is balanced. The budget would be balanced next year and a lot of people would be gone or lose benefits.
Identity Attack0.001276426
Insult0.008462882
Profanity0.009920971
Threat0.006861079
Severe Toxicity0.0005555153
Low Tox 0.0131943645 Moderate Con 0.35 Call_To_Action
Feb 26, 2026 28 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
8% of "only the people we asked" means there's probably millions, not 80K
8% of "only the people we asked" means there's probably millions, not 80K
Identity Attack0.0037367835
Insult0.0075698765
Profanity0.01220964
Threat0.006466233
Severe Toxicity0.0008058548
Low Tox 0.013005874 Moderate Con 0.33
Sep 30, 2025 1 likes IRCC Names India in Study …
If you check Frisco in Texas you’ll see basically the same thing but with around 250k - 300k people.
If you check Frisco in Texas you’ll see basically the same thing but with around 250k - 300k people.
Identity Attack0.0047727237
Insult0.007949878
Profanity0.011458136
Threat0.0067186756
Severe Toxicity0.0008058548
Low Tox 0.012943043 Moderate Con 0.352
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Save Canada!!!!!!!!!!!!! I love Canada and its people.
Save Canada!!!!!!!!!!!!! I love Canada and its people.
Identity Attack0.004680229
Insult0.0073798755
Profanity0.01128734
Threat0.0074436385
Severe Toxicity0.0010681152
Low Tox 0.012754552 Moderate Con 0.462 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
If they get the country make it suited to help the needy and its people first
If they get the country make it suited to help the needy and its people first
Identity Attack0.003921773
Insult0.007474876
Profanity0.0113385795
Threat0.006925808
Severe Toxicity0.0007915497
Low Tox 0.012566062 Low Con 0.219
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
18000 people at 2000 bucks a seat is 36 million dollars where's the other 300 million dollars?
18000 people at 2000 bucks a seat is 36 million dollars where's the other 300 million dollars?
Identity Attack0.0020163832
Insult0.007721877
Profanity0.010979908
Threat0.006530962
Severe Toxicity0.00062942505
Low Tox 0.01237757 Low Con 0.243
Dec 25, 2025 1 likes Deportations From Canada at Their …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or the housing or the medical staff or the schooling to make this possible, but they’re gonna try it anyways
Identity Attack0.00310782
Insult0.008500882
Profanity0.010211324
Threat0.0062979385
Severe Toxicity0.0006532669
Low Tox 0.01237757 Low Con 0.218
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Montréal decided to once again elect the same party and same people that did that.
Montréal decided to once again elect the same party and same people that did that.
Identity Attack0.003089321
Insult0.007949878
Profanity0.009476901
Threat0.0061166976
Severe Toxicity0.000500679
Low Tox 0.011120965 Low Con 0.196 Policy_Critique
Jun 20, 2025 3 likes How Canada broke its immigration …
So sad 😢 I remember going there like 25 years or so ago. It was such a great place. So clean & the people were so cool.
So sad 😢 I remember going there like 25 years or so ago. It was such a great place. So clean & the people were so cool.
Identity Attack0.0023216156
Insult0.007303875
Profanity0.012004685
Threat0.0067834044
Severe Toxicity0.000834465
Low Tox 0.010806813 Constructive 0.59 Personal_Narrative
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canada will have 100 million people by the year 2100, the century initiative. Look it up.
Canada will have 100 million people by the year 2100, the century initiative. Look it up.
Identity Attack0.003884775
Insult0.0072088744
Profanity0.009459821
Threat0.006861079
Severe Toxicity0.00067710876
Low Tox 0.010743983 Low Con 0.206
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
$21 an hour was a decent living until minimum wage jumped from $6.85 to $17 in ten years. People don’t understand that pushing minimum wage up pushes all other wages down.
$21 an hour was a decent living until minimum wage jumped from $6.85 to $17 in ten years. People don’t understand that pushing minimum wage up pushes all other wages down.
Identity Attack0.0014984132
Insult0.0077598775
Profanity0.009784333
Threat0.006051969
Severe Toxicity0.00041246414
Low Tox 0.010681152 Moderate Con 0.39
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Just cut the benefits and make people work and pay tax for atleast 10-15yrs to get stuffs free.
Just cut the benefits and make people work and pay tax for atleast 10-15yrs to get stuffs free.
Identity Attack0.0013226734
Insult0.007778878
Profanity0.009664777
Threat0.0065633263
Severe Toxicity0.0005698204
Low Tox 0.010618322 Low Con 0.265
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
There is not enough housing for any more people. We need to house the unhoused, we already have. We could adjust better. Government housing is required.
There is not enough housing for any more people. We need to house the unhoused, we already have. We could adjust better. Government housing is required.
Identity Attack0.002552852
Insult0.0072278744
Profanity0.00904991
Threat0.0063626673
Severe Toxicity0.00057697296
Low Tox 0.010429831 Moderate Con 0.47
Aug 25, 2025 Why Canadians Are Turning Against …
Good Job Canada. Focus on your citizens, your economy, your culture and uniting your people into one Big Beautiful Canadian Nation!
Good Job Canada. Focus on your citizens, your economy, your culture and uniting your people into one Big Beautiful Canadian Nation!
Identity Attack0.004994711
Insult0.0070473733
Profanity0.009920971
Threat0.006530962
Severe Toxicity0.00078201294
Low Tox 0.009864358 Moderate Con 0.449 Identity_Assertion
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
As a montrealer i appreciate you doing this because most people would never believe this was happening otherwise. Ty and stay safe!
As a montrealer i appreciate you doing this because most people would never believe this was happening otherwise. Ty and stay safe!
Identity Attack0.0021366263
Insult0.007322875
Profanity0.009733095
Threat0.0066345283
Severe Toxicity0.00057697296
Low Tox 0.009801528 Constructive 0.615 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Hopefully, this will stop people smuggling or trafficking of people by unscrupulous education institutions and migration services
Hopefully, this will stop people smuggling or trafficking of people by unscrupulous education institutions and migration services
Identity Attack0.00044882123
Insult0.0041675405
Profanity0.000033624485
Threat0.00004182179
Severe Toxicity0.0000018173884
Low Tox 0.009115721 Policy_Critique
Apr 15, 2025 28 likes
I hope the do more. I visit Canada about every month and I can see Canada is changing. I love the old Canada culture. People are friendly.
I hope the do more. I visit Canada about every month and I can see Canada is changing. I love the old Canada culture. People are friendly.
Identity Attack0.0047727237
Insult0.007132874
Profanity0.010535837
Threat0.0066086366
Severe Toxicity0.00071048737
Low Tox 0.009110395 Constructive 0.617 Personal_Narrative
Feb 22, 2026 Deportations From Canada at Their …
Stop people outside from outside Canada from buying up our homes, this is the issue. China and India own too much in Vancouver, Toronto and Montreal. They are raising up the cost of living through …
Stop people outside from outside Canada from buying up our homes, this is the issue. China and India own too much in Vancouver, Toronto and Montreal. They are raising up the cost of living through their greediness
Identity Attack0.00038317507
Insult0.0040671253
Profanity0.000058668196
Threat0.0000607873
Severe Toxicity0.0000020598457
Low Tox 0.0077626333
Apr 18, 2025 22 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.