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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

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Active: "why would you do this …" 1,058 comments · Page 40 of 43
Canada needs to vastly increase its population. If not then it is likely you will become a State to the USA which would be a shame
Canada needs to vastly increase its population. If not then it is likely you will become a State to the USA which would be a shame
Identity Attack0.0013547267
Insult0.009531953
Profanity0.00020936003
Threat0.00010846465
Severe Toxicity0.0000027912808
Low Tox 0.020921616
Apr 14, 2025 1 likes
Canada has population growth problem and government tried solving it by laxing immigration laws. For example Canada can't even build it's own car because it would take massive investment and it won't be profitable because …
Canada has population growth problem and government tried solving it by laxing immigration laws. For example Canada can't even build it's own car because it would take massive investment and it won't be profitable because of it's tiny population comparing to other countries therefor making the Canadian economy limited.
Identity Attack0.009434453
Insult0.011008898
Profanity0.009007211
Threat0.0059613483
Severe Toxicity0.0006723404
Low Tox 0.020842785 Moderate Con 0.322 Economic_Argument
Feb 6, 2026 Inside Canada's Indian Metropolis (Brampton)
Tyler had i known you were here. Would've love to meet; show you our culture with folks that been here their entire lives.
Tyler had i known you were here. Would've love to meet; show you our culture with folks that been here their entire lives.
Identity Attack0.0050317086
Insult0.010742896
Profanity0.012414595
Threat0.006848133
Severe Toxicity0.0008249283
Low Tox 0.020842785 Constructive 0.717 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
If you double immigration, then increase it every year for 4 years, cutting it back by 10% isnt making a defference.... if we had stayed on a reasonable growth scale instead of doubling immigration in …
If you double immigration, then increase it every year for 4 years, cutting it back by 10% isnt making a defference.... if we had stayed on a reasonable growth scale instead of doubling immigration in 2021, then we would be letting in about 60% of the current target
Identity Attack0.00880549
Insult0.008899884
Profanity0.009750174
Threat0.006162008
Severe Toxicity0.00077724457
Low Tox 0.020607091 Moderate Con 0.368 Policy_Critique
Jan 12, 2026 1 likes Canada’s new rules in 2026
This video raises another big question. How much is the CBC costing tax payers? I'm sure most Canadian's would have no problem with defunding them and sending that money back to the Canadian tax payers.
This video raises another big question. How much is the CBC costing tax payers? I'm sure most Canadian's would have no problem with defunding them and sending that money back to the Canadian tax payers.
Identity Attack0.006511623
Insult0.010818896
Profanity0.010194245
Threat0.0062849927
Severe Toxicity0.00078201294
Low Tox 0.020607091 Constructive 0.616
Oct 15, 2018 6 likes How much do refugees and …
As a Montrealer, I would love to know how you are in the middle of MTL and also be 30 mins away from the boarder?
As a Montrealer, I would love to know how you are in the middle of MTL and also be 30 mins away from the boarder?
Identity Attack0.003311308
Insult0.0107048955
Profanity0.010979908
Threat0.007301235
Severe Toxicity0.00096321106
Low Tox 0.02035702 Constructive 0.649 Question
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
i just had an idea... why don't they go into trades to build homes. THAT would be contributing. not enough housing....you understand...? comprende mi amigo..!!
i just had an idea... why don't they go into trades to build homes. THAT would be contributing. not enough housing....you understand...? comprende mi amigo..!!
Identity Attack0.0026638457
Insult0.011236899
Profanity0.011133623
Threat0.0063626673
Severe Toxicity0.0008535385
Low Tox 0.020231359 Constructive 0.521
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
Quebec actually has had its own immigration policy and section at Canadian embassies throughout the world. Those who wanted to immigrate to Canada found it easier and faster to immigrate through Quebec than through Canada …
Quebec actually has had its own immigration policy and section at Canadian embassies throughout the world. Those who wanted to immigrate to Canada found it easier and faster to immigrate through Quebec than through Canada in general. This was due to the French language requirements in order to increase the number of French speakers. However, many would abuse the system by immigrating to Quebec, then move to more anglophone provinces and cities like Toronto or Vancouver...
Identity Attack0.009360458
Insult0.010096892
Profanity0.009562299
Threat0.0061878995
Severe Toxicity0.0006723404
Low Tox 0.020231359 Moderate Con 0.473
Nov 21, 2025 50 likes Quebec Ends Economic Immigration Program …
No way i didn’t believe he would do it but he did!!
No way i didn’t believe he would do it but he did!!
Identity Attack0.0024048607
Insult0.009393888
Profanity0.014395831
Threat0.007353018
Severe Toxicity0.0011396408
Low Tox 0.0201057 Moderate Con 0.415
Jan 27, 2026 Inside Canada's Indian Invasion...
“They would be tracking, if they thought it was necessary
“They would be tracking, if they thought it was necessary
Identity Attack0.0039402717
Insult0.008538882
Profanity0.014498309
Threat0.00951496
Severe Toxicity0.0013256073
Low Tox 0.0201057 Low Con 0.234 Meta_Commentary
Nov 24, 2025 IRCC Names India in Study …
Michelle, you know that you didn’t ask for this information prior to the meeting. They are trip questions that are ongoing. Yes it’s important to know but the people may be in different areas such …
Michelle, you know that you didn’t ask for this information prior to the meeting. They are trip questions that are ongoing. Yes it’s important to know but the people may be in different areas such as law enforcement. Each city town and borough has that information. Had the rolls been reversed you would not have faired any better. Not make a major public statement? Yes you did.
Identity Attack0.0014244175
Insult0.013174911
Profanity0.010006369
Threat0.0059678215
Severe Toxicity0.00059843063
Low Tox 0.0201057 Constructive 0.671
Sep 29, 2025 IRCC Names India in Study …
I knew it would be in Brampton
I knew it would be in Brampton
Identity Attack0.005438685
Insult0.008728883
Profanity0.016752819
Threat0.008712323
Severe Toxicity0.0014972687
Low Tox 0.019728716 Moderate Con 0.364 Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Some of what he said basically if that effort would been applied to Canadians maybe we would not be in this position
Some of what he said basically if that effort would been applied to Canadians maybe we would not be in this position
Identity Attack0.009249465
Insult0.009070885
Profanity0.010535837
Threat0.0065568537
Severe Toxicity0.0007390976
Low Tox 0.018723432 Moderate Con 0.414 Policy_Critique
Feb 22, 2026 LILLEY UNLEASHED: The fall of …
I have an issue to pick with the framing of policy change as “changing the rule in the middle of the match” because “the match” has a clear time stamp for beginning and end. So …
I have an issue to pick with the framing of policy change as “changing the rule in the middle of the match” because “the match” has a clear time stamp for beginning and end. So when would it be appropriate for the government to make changes? A soccer game last for about 90 minutes, how long should an immigration pathway last?
Identity Attack0.0071035884
Insult0.008823884
Profanity0.010296722
Threat0.006485652
Severe Toxicity0.00071525574
Low Tox 0.01859777 Moderate Con 0.472 Policy_Critique
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
You should've asked everyone saying "THEY DON'T WORK" - what do they do? Everything would be instantly clearer.
You should've asked everyone saying "THEY DON'T WORK" - what do they do? Everything would be instantly clearer.
Identity Attack0.0014429165
Insult0.010438894
Profanity0.00998929
Threat0.0060066585
Severe Toxicity0.000538826
Low Tox 0.01847211 Low Con 0.253
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
So they would be looking if they actually did the work!
So they would be looking if they actually did the work!
Identity Attack0.0017666477
Insult0.00975489
Profanity0.012312118
Threat0.0066733654
Severe Toxicity0.00074863434
Low Tox 0.01834645 Low Con 0.207
Sep 30, 2025 IRCC Names India in Study …
One fix would be to not let TFW or student visas that are denied renewal to claim asylum.
One fix would be to not let TFW or student visas that are denied renewal to claim asylum.
Identity Attack0.006696612
Insult0.008253881
Profanity0.009852652
Threat0.00666042
Severe Toxicity0.00069618225
Low Tox 0.01834645 Low Con 0.263 Policy_Critique
Feb 24, 2026 9 likes 'We do know that there's …
Tyler would have a field day in Harris Park or Marsden Park, Sydney 🇦🇺
Tyler would have a field day in Harris Park or Marsden Park, Sydney 🇦🇺
Identity Attack0.0035332954
Insult0.009431887
Profanity0.012073003
Threat0.008194493
Severe Toxicity0.0011444092
Low Tox 0.017718147 Moderate Con 0.383 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
News reports in Europe indicate that Switzerland may be holding a referendum in July 2026 to cap the population of that country at 10 million. If the population at any point reaches 9.5 million, then …
News reports in Europe indicate that Switzerland may be holding a referendum in July 2026 to cap the population of that country at 10 million. If the population at any point reaches 9.5 million, then Switzerland would be obligated to withdraw from certain treaties involving free movement of European citizens. Perhaps It's something to consider here in Canada, capping the population at no more than 40 million. Oops. We're already past that.
Identity Attack0.006770608
Insult0.009070885
Profanity0.0108774295
Threat0.0063950317
Severe Toxicity0.0008201599
Low Tox 0.017592486 Moderate Con 0.477 Comparative_Framing
Feb 22, 2026 1 likes LILLEY UNLEASHED: The fall of …
40 yrs ago, when you let other car pass, usually you would get a wave thanks, not anymore
40 yrs ago, when you let other car pass, usually you would get a wave thanks, not anymore
Identity Attack0.0016834025
Insult0.008880884
Profanity0.011082385
Threat0.00704232
Severe Toxicity0.000834465
Low Tox 0.017341165 Moderate Con 0.411
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
Carney, why would you do this?? /s
Carney, why would you do this?? /s
Identity Attack0.0023863618
Insult0.008709883
Profanity0.013678487
Threat0.0074824756
Severe Toxicity0.0011062622
Low Tox 0.016964182 Moderate Con 0.348 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Man Brampton used to be so beautiful, all of the farm fields and people, I loved visiting my Nonna and Nonno in the middle of Brampton. You would not pay me to go back right …
Man Brampton used to be so beautiful, all of the farm fields and people, I loved visiting my Nonna and Nonno in the middle of Brampton. You would not pay me to go back right now.
Identity Attack0.00362579
Insult0.009298887
Profanity0.01220964
Threat0.006712203
Severe Toxicity0.00082969666
Low Tox 0.016587202 Constructive 0.642 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Age limit for international workers ,I am 56 years from Nepal .I would like to work in Canada .Is it ok from the gov. of Australia ,please ?
Age limit for international workers ,I am 56 years from Nepal .I would like to work in Canada .Is it ok from the gov. of Australia ,please ?
Identity Attack0.008065533
Insult0.008044879
Profanity0.010467518
Threat0.0063432488
Severe Toxicity0.00071525574
Low Tox 0.016587202 Constructive 0.567 Question
Jan 21, 2026 Why Canada’s immigration system has …
I know of several that are in my city (in Alberta) that are here on BC study visas, trying to get Alberta drivers licenses. Ummm why would they be you think? Seems a long drive …
I know of several that are in my city (in Alberta) that are here on BC study visas, trying to get Alberta drivers licenses. Ummm why would they be you think? Seems a long drive to Vancouver from a small city in Alberta
Identity Attack0.0040142676
Insult0.009944891
Profanity0.010108846
Threat0.0062526283
Severe Toxicity0.0006580353
Low Tox 0.01633588 Constructive 0.515 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
I would still accept people graduating from Quebec university with degrees in Computer Science, Medicine, mathematics. It is just being more selective.
I would still accept people graduating from Quebec university with degrees in Computer Science, Medicine, mathematics. It is just being more selective.
Identity Attack0.004088263
Insult0.009906891
Profanity0.009400043
Threat0.0058513097
Severe Toxicity0.0005030632
Low Tox 0.01608456 Moderate Con 0.332 Policy_Critique
Nov 25, 2025 3 likes Quebec Ends Economic Immigration Program …

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.