Skip to content
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
Active: "We don’t have a government …" 1,794 comments · Page 71 of 72
Canada’s fertility rate collapsed to ~1.25 (historic low). Instead of supporting families, housing, and wages, government chose population replacement via mass immigration. That’s not demographic policy — that’s demographic outsourcing.
Canada’s fertility rate collapsed to ~1.25 (historic low). Instead of supporting families, housing, and wages, government chose population replacement via mass immigration. That’s not demographic policy — that’s demographic outsourcing.
Identity Attack0.005956655
Insult0.008291881
Profanity0.008887654
Threat0.006039023
Severe Toxicity0.0006008148
Low Tox 0.014639461 Moderate Con 0.427 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The government knows where these people are.Their are not trying very hard to find them.Hire more of the people who find these people to get the job done faster.This would be money well spent.
The government knows where these people are.Their are not trying very hard to find them.Hire more of the people who find these people to get the job done faster.This would be money well spent.
Identity Attack0.0027008436
Insult0.008614883
Profanity0.0098868115
Threat0.006874025
Severe Toxicity0.0006389618
Low Tox 0.014513801 Moderate Con 0.444
Dec 11, 2025 IRCC Names India in Study …
Kegal and maintain discipline I don't see a problem Pay taxes ,elect a government that spends for the development of respective country
Kegal and maintain discipline I don't see a problem Pay taxes ,elect a government that spends for the development of respective country
Identity Attack0.00258985
Insult0.009089886
Profanity0.010330882
Threat0.0062008454
Severe Toxicity0.0006008148
Low Tox 0.01438814 Moderate Con 0.435
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Guys, they didn't "lose control". It works exactly as the federal government intended.
Guys, they didn't "lose control". It works exactly as the federal government intended.
Identity Attack0.0026083488
Insult0.009089886
Profanity0.010894509
Threat0.0062849927
Severe Toxicity0.0006055832
Low Tox 0.01419965 Low Con 0.265 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I waited 3 months for a CT scan. Now I have to wait another two months for a biopsy. I would be happy to pay for faster service but even if I want to pay, …
I waited 3 months for a CT scan. Now I have to wait another two months for a biopsy. I would be happy to pay for faster service but even if I want to pay, the government will not allow me. This is not healthcare, this is the rationing of healthcare.
Identity Attack0.001933138
Insult0.008405882
Profanity0.010006369
Threat0.006265574
Severe Toxicity0.00059843063
Low Tox 0.014136819 Constructive 0.554 Personal_Narrative
Feb 24, 2026 21 likes 'We do know that there's …
I agree with my government.
I agree with my government.
Identity Attack0.0047357255
Insult0.0074368757
Profanity0.014361672
Threat0.0077025536
Severe Toxicity0.0012683868
Low Tox 0.013571346 Constructive 0.515
Nov 21, 2025 Quebec Ends Economic Immigration Program …
most government agencies have no KPIs - that is why they expand with no limits (just by I need more money from taxpayers so that I can do job but the job has no goal)
most government agencies have no KPIs - that is why they expand with no limits (just by I need more money from taxpayers so that I can do job but the job has no goal)
Identity Attack0.001812895
Insult0.009678889
Profanity0.010347961
Threat0.00579629
Severe Toxicity0.0004506111
Low Tox 0.013320025 Low Con 0.278
Sep 29, 2025 IRCC Names India in Study …
Governments should issue only working visas for several years to evaluate demographics, jobs available , and available housing
Governments should issue only working visas for several years to evaluate demographics, jobs available , and available housing
Identity Attack0.004162259
Insult0.0075888764
Profanity0.0103992
Threat0.006530962
Severe Toxicity0.0006246567
Low Tox 0.013320025 Low Con 0.247 Policy_Critique
Mar 1, 2026 Inside Canada's Indian Invasion...
Canadian's need to be proud of our culture and we need way more say about what our government chooses as priorities.
Canadian's need to be proud of our culture and we need way more say about what our government chooses as priorities.
Identity Attack0.0066596144
Insult0.008044879
Profanity0.010313802
Threat0.0061878995
Severe Toxicity0.000603199
Low Tox 0.013005874 Moderate Con 0.499
Aug 26, 2025 Why Canadians Are Turning Against …
The first problem is that no country has a long range plan: where do they want to be on 20/50/100 years. The basic economic plan is for growth but this is not sustainable. Reduced birth …
The first problem is that no country has a long range plan: where do they want to be on 20/50/100 years. The basic economic plan is for growth but this is not sustainable. Reduced birth rates mean that immigration is needed, if only to reduce the impact of an aging population and to reduce the demands on the young adult population. This should be aimed at getting to a sustainable state but no government is planning for it. They only plan for the current electoral cycle.
Identity Attack0.0041067624
Insult0.00806388
Profanity0.00951106
Threat0.0062008454
Severe Toxicity0.00059366226
Low Tox 0.012880214 Moderate Con 0.379 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
I fully support this move from the government.
I fully support this move from the government.
Identity Attack0.0040142676
Insult0.007322875
Profanity0.01309778
Threat0.0077025536
Severe Toxicity0.0011825562
Low Tox 0.012754552 Moderate Con 0.452
Jan 13, 2026 Deportations From Canada at Their …
My understanding is the program is like a pipeline. To be just, the government should close the entry point, but not eliminate the pipeline until all those who are in it finish the process.
My understanding is the program is like a pipeline. To be just, the government should close the entry point, but not eliminate the pipeline until all those who are in it finish the process.
Identity Attack0.0020071338
Insult0.0073988754
Profanity0.010587076
Threat0.007741391
Severe Toxicity0.0007724762
Low Tox 0.012440401 Moderate Con 0.489
Nov 21, 2025 2 likes Quebec Ends Economic Immigration Program …
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 …
there is no such thing as "government sponsored" but only "tax payer sponsered"
there is no such thing as "government sponsored" but only "tax payer sponsered"
Identity Attack0.0021551251
Insult0.008633883
Profanity0.010125926
Threat0.0057477434
Severe Toxicity0.0005221367
Low Tox 0.01218908 Low Con 0.171
Feb 19, 2019 4 likes How much do refugees and …
This is why our government services are maxed out, housing cost etc.. it affects everyone in Canada one way or another.
This is why our government services are maxed out, housing cost etc.. it affects everyone in Canada one way or another.
Identity Attack0.0034038029
Insult0.008253881
Profanity0.009212166
Threat0.00598724
Severe Toxicity0.0005221367
Low Tox 0.011874928 Constructive 0.542 Economic_Argument
Sep 30, 2025 1 likes IRCC Names India in Study …
What can Citizens do about it?! The government has to make changes before anything gets better.
What can Citizens do about it?! The government has to make changes before anything gets better.
Identity Attack0.0018406434
Insult0.008006879
Profanity0.010006369
Threat0.0061231707
Severe Toxicity0.00043153763
Low Tox 0.011120965 Low Con 0.245
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Ask our government.
Ask our government.
Identity Attack0.0029228306
Insult0.007341875
Profanity0.011219022
Threat0.006815769
Severe Toxicity0.0006866455
Low Tox 0.010995304 Low Con 0.236 Question
Aug 28, 2025 Why Canadians Are Turning Against …
100% Common sense! At some point, the Canadian government needs to prioritize Canadian and permanent residents; And let employers cover the cost of discounted private insurance for work permit holders.
100% Common sense! At some point, the Canadian government needs to prioritize Canadian and permanent residents; And let employers cover the cost of discounted private insurance for work permit holders.
Identity Attack0.0039587705
Insult0.007930879
Profanity0.009357343
Threat0.00598724
Severe Toxicity0.0005578995
Low Tox 0.010492661 Constructive 0.57 Policy_Critique
Feb 24, 2026 'We do know that there's …
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 …
Thank the Trudeau government..
Thank the Trudeau government..
Identity Attack0.0027563404
Insult0.00808288
Profanity0.00998929
Threat0.0061814263
Severe Toxicity0.0007390976
Low Tox 0.0103670005 Moderate Con 0.343 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Attempted my test in Jan 2026, yes this video helps but you must read the official discover Canada guide at least once and have a good knowledge of you local, provincial, federal government at current …
Attempted my test in Jan 2026, yes this video helps but you must read the official discover Canada guide at least once and have a good knowledge of you local, provincial, federal government at current time. Also question from this video can be asked in form of true/false, so it’s important to pay proper attention to what you reading. Good luck.
Identity Attack0.0020071338
Insult0.0077408776
Profanity0.00950252
Threat0.0062267366
Severe Toxicity0.00051498413
Low Tox 0.009613037 Constructive 0.707
Jan 10, 2026 2 likes Canadian Citizenship Test 2025 – …
Federal government needs stop transfer payments until Quebec allows pipeline.
Federal government needs stop transfer payments until Quebec allows pipeline.
Identity Attack0.0018868907
Insult0.0072848746
Profanity0.00905845
Threat0.0061296434
Severe Toxicity0.00047445297
Low Tox 0.008984734 Low Con 0.175
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I am very happy that Quebec my province the government is doing the right thing excellent job
I am very happy that Quebec my province the government is doing the right thing excellent job
Identity Attack0.0029228306
Insult0.0067338715
Profanity0.011133623
Threat0.0066086366
Severe Toxicity0.00082969666
Low Tox 0.00823077 Constructive 0.526 Solidarity
Nov 21, 2025 43 likes Quebec Ends Economic Immigration Program …
Just wait until the Canadian government does that to its own citizens with digital id you wont be going anywhere...coming to you real soon
Just wait until the Canadian government does that to its own citizens with digital id you wont be going anywhere...coming to you real soon
Identity Attack0.00040218167
Insult0.004375003
Profanity0.00004523413
Threat0.000088473935
Severe Toxicity0.0000022009067
Low Tox 0.0079260245 Fear_Threat
Dec 11, 2025
Thank a current and previous Canada government
Thank a current and previous Canada government
Identity Attack0.0030708222
Insult0.0068763723
Profanity0.009818493
Threat0.0063367756
Severe Toxicity0.0006580353
Low Tox 0.007790958 Moderate Con 0.408 Policy_Critique
Nov 9, 2025 Inside Canada's Indian Metropolis (Brampton)

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.