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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: "No, there is a reasonable …" 355 comments · Page 14 of 15
Canada and it's citizens are AMAZING for all the programs that help facilitate this. Canada's food banks are the most generous in the entire world. Come one, come all - Canada will give you free …
Canada and it's citizens are AMAZING for all the programs that help facilitate this. Canada's food banks are the most generous in the entire world. Come one, come all - Canada will give you free health insurance and better than basic income, just claim refugee. It'll take years to progress. Canada will also give interest free loans while you're here. Most just pool up their funds and buy businesses outright. There is simply no reason why not to leave America and go to Canada.
Identity Attack0.010433395
Insult0.011692902
Profanity0.010245483
Threat0.006110225
Severe Toxicity0.0010347366
Low Tox 0.025556687 Constructive 0.753 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
I was born in Canada and am a citizen who has paid all taxes on time and followed all the laws. I have been threatened by the government several times for no reason and when …
I was born in Canada and am a citizen who has paid all taxes on time and followed all the laws. I have been threatened by the government several times for no reason and when I suffered job loss, and EI ran out, was just told I was out of luck. I found work after going through my savings, but would have otherwise been homeless. THANKS CANADA.
Identity Attack0.0068446035
Insult0.012756908
Profanity0.009818493
Threat0.007081157
Severe Toxicity0.0011253357
Low Tox 0.025085296 Constructive 0.757
Feb 20, 2018 170 likes How much do refugees and …
One of reasons I hope Alberta separates
One of reasons I hope Alberta separates
Identity Attack0.009027477
Insult0.00979289
Profanity0.012141321
Threat0.008466354
Severe Toxicity0.0012493134
Low Tox 0.025085296 Moderate Con 0.307 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
It was purely designed to import a vast number of future liberal voters. There was no other reason. With how quickly citizenship is granted here after getting your PR, it's obvious.
It was purely designed to import a vast number of future liberal voters. There was no other reason. With how quickly citizenship is granted here after getting your PR, it's obvious.
Identity Attack0.004439743
Insult0.012262905
Profanity0.011201942
Threat0.0064727063
Severe Toxicity0.00077724457
Low Tox 0.021667719 Moderate Con 0.392 Unverified_Claim
Feb 17, 2026 9 likes LILLEY UNLEASHED: The fall of …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just get control of it again. Also, yes, people coming in need to become Canadian... if you come here it's because you expect it to be better than where ever you left... so you need to embrace what's here, not try and change what's here to whatever you left.
Identity Attack0.009693438
Insult0.010096892
Profanity0.009118228
Threat0.0063497215
Severe Toxicity0.00071048737
Low Tox 0.021667719 Constructive 0.701 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
I’m not American nor live there , but I guess ICE is doing their work for a reason….
I’m not American nor live there , but I guess ICE is doing their work for a reason….
Identity Attack0.0073255757
Insult0.009982891
Profanity0.011714331
Threat0.0067769317
Severe Toxicity0.0009250641
Low Tox 0.020960633 Moderate Con 0.466 Fear_Threat
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
I’m early for some reason
I’m early for some reason
Identity Attack0.0045137387
Insult0.009868891
Profanity0.016821137
Threat0.008323951
Severe Toxicity0.0013160706
Low Tox 0.02035702 Moderate Con 0.385
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank you Michelle Remple (sorry if I'm misspelling your name )for some reason It sound different if I say it
Thank you Michelle Remple (sorry if I'm misspelling your name )for some reason It sound different if I say it
Identity Attack0.0045137387
Insult0.009678889
Profanity0.013883443
Threat0.007262398
Severe Toxicity0.0012969971
Low Tox 0.019100413 Constructive 0.515
Oct 19, 2025 IRCC Names India in Study …
You can go to Dubai and get the MRI for a reasonable price. It’s sad but this is the state of our universal heath care today.
You can go to Dubai and get the MRI for a reasonable price. It’s sad but this is the state of our universal heath care today.
Identity Attack0.0056236745
Insult0.010438894
Profanity0.010740792
Threat0.0061749537
Severe Toxicity0.0007247925
Low Tox 0.018849092 Moderate Con 0.444 Economic_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
We can definitely do without #1. There's no reason why it shouldn't take 7-9 years to obtain citizenship just like most other nations in the world.
We can definitely do without #1. There's no reason why it shouldn't take 7-9 years to obtain citizenship just like most other nations in the world.
Identity Attack0.0056236745
Insult0.008348881
Profanity0.012961143
Threat0.007145886
Severe Toxicity0.0008392334
Low Tox 0.018095128 Moderate Con 0.426 Policy_Critique
Jan 12, 2026 3 likes Canada’s new rules in 2026
People don’t migrate for culture, they do it primarily for ECONOMIC reasons .
People don’t migrate for culture, they do it primarily for ECONOMIC reasons .
Identity Attack0.008398513
Insult0.008253881
Profanity0.011253181
Threat0.0060713873
Severe Toxicity0.00078201294
Low Tox 0.017843807 Low Con 0.221 Economic_Argument
Aug 24, 2025 12 likes Why Canadians Are Turning Against …
If any one wants to understand the reasons of all that is going on in the world this is a great book to read or listen to .The prince by Niccolò Machiavelli: it will explain …
If any one wants to understand the reasons of all that is going on in the world this is a great book to read or listen to .The prince by Niccolò Machiavelli: it will explain alot to what is and has been going on. Cheers
Identity Attack0.0034038029
Insult0.008348881
Profanity0.012312118
Threat0.007197669
Severe Toxicity0.0008678436
Low Tox 0.015644746 Moderate Con 0.494
Aug 25, 2025 Why Canadians Are Turning Against …
Is there any reason this wasn't done on day 1?
Is there any reason this wasn't done on day 1?
Identity Attack0.002626848
Insult0.0075888764
Profanity0.013166099
Threat0.0072235605
Severe Toxicity0.00086307526
Low Tox 0.0143253105 Low Con 0.214 Question
Feb 18, 2026 Canadian immigration officers investigating hundreds …
The original American Motors plant that became the Chrysler plant is the reason for the size
The original American Motors plant that became the Chrysler plant is the reason for the size
Identity Attack0.0034223017
Insult0.007949878
Profanity0.011458136
Threat0.0066733654
Severe Toxicity0.0007200241
Low Tox 0.01237757 Moderate Con 0.315 Meta_Commentary
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Eminently reasonable conversation. That is certainly refreshing.
Eminently reasonable conversation. That is certainly refreshing.
Identity Attack0.0019608864
Insult0.00813988
Profanity0.011611853
Threat0.006433869
Severe Toxicity0.000603199
Low Tox 0.012063419 Moderate Con 0.386 Meta_Commentary
Feb 26, 2026 'We do know that there's …
It's called TEMPORARY for a reason.
It's called TEMPORARY for a reason.
Identity Attack0.0018961402
Insult0.0074178753
Profanity0.011082385
Threat0.0066151097
Severe Toxicity0.0006723404
Low Tox 0.011246625 Low Con 0.199 Policy_Critique
Jan 15, 2026 119 likes 2.9 million Canadian temporary visas …
my tax dollars finally in works for a good reason. We should be looking for much stricter laws than C12
my tax dollars finally in works for a good reason. We should be looking for much stricter laws than C12
Identity Attack0.0017851467
Insult0.0073798755
Profanity0.010006369
Threat0.0062979385
Severe Toxicity0.0005531311
Low Tox 0.009298885 Moderate Con 0.414
Dec 23, 2025 Deportations From Canada at Their …
All the more reason not to go. When trumps gone we’ll be back.
All the more reason not to go. When trumps gone we’ll be back.
Identity Attack0.00021163015
Insult0.0024261845
Profanity0.000056644938
Threat0.0005835685
Severe Toxicity0.0000030145382
Low Tox 0.007275502 Call_To_Action
Dec 10, 2025
Over 150 Canadians have been "detained" by ICE and FOUR CANADIANS were MURDERED in ICE "custody". Who cares about crossing the border into the USA unless there is some MUST reason. Fight for Canada, or …
Over 150 Canadians have been "detained" by ICE and FOUR CANADIANS were MURDERED in ICE "custody". Who cares about crossing the border into the USA unless there is some MUST reason. Fight for Canada, or LEAVE!
Identity Attack0.0009199187
Insult0.00051474926
Profanity0.000047096648
Threat0.0008739009
Severe Toxicity0.0000054596094
Low Tox 0.0055660913
Dec 10, 2025
Trump will be gone soon. Things will go back to normal. The only reason why I will not go to the USA is because I don't feel safe down there anymore. Canadians just have to …
Trump will be gone soon. Things will go back to normal. The only reason why I will not go to the USA is because I don't feel safe down there anymore. Canadians just have to wait until a Democrat is president again if they really need to go there. I would rather go to another country for vacation. Plenty of safer places to go.
Identity Attack0.00015178563
Insult0.0018463861
Profanity0.000065314794
Threat0.0001947979
Severe Toxicity0.0000030311344
Low Tox 0.0048855473 Personal_Narrative
Dec 10, 2025
Stop going there unless you MUST, for livelihood reasons... problem solved.
Stop going there unless you MUST, for livelihood reasons... problem solved.
Identity Attack0.00016042967
Insult0.0004661701
Profanity0.000034232497
Threat0.00031381357
Severe Toxicity0.0000031782492
Low Tox 0.0021258623
Dec 10, 2025
I have no problem I’m usually going for A weeks vacation a back home. Just straight forward with your intentions on ur reason of travel. I don’t think I’ll Have a hard time im Canadian …
I have no problem I’m usually going for A weeks vacation a back home. Just straight forward with your intentions on ur reason of travel. I don’t think I’ll Have a hard time im Canadian an not an immigrant of other foreign country our immigrated to other places
Identity Attack0.0007319175
Insult0.0004995934
Profanity0.000022571734
Threat0.00007728063
Severe Toxicity0.0000025561992
Low Tox 0.002071151
Dec 8, 2025 1 likes
All the more reasons for Canadians to avoid any travel to the USA.
All the more reasons for Canadians to avoid any travel to the USA.
Identity Attack0.0010427068
Insult0.00034228805
Profanity0.000025819814
Threat0.00005440536
Severe Toxicity0.0000025188288
Low Tox 0.0016767307 Call_To_Action
Dec 8, 2025
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a …
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a spike in housing prices and many other problems. This then affected every Canadian. A lot are becoming even poorer. It is one of the reasons they had more tent cities and 2 million people going to food banks along with 2/3 of Canadians with only 500.00 a month after all monthly bills were paid. That's 2/3 of Canadians. The Convoy had released these figures over a year ago at CPAC. Proving that Canada is in a huge mess economically because of these Liberal policies. @minimaxmiaandme.4971 - I don't hide behind a fake name. The Supreme Court ruled in favor of the convoy or did you forget? The Liberals violated Canadians' Constitutional Rights to Protest. Which proves they are more credible than the Liberals. Now be man enough to show your real identity.
Identity Attack0.00017204595
Insult0.00035070546
Profanity0.000051291976
Threat0.00004996549
Severe Toxicity0.000008668661
Low Tox 0.00093127653 Economic_Argument
Apr 15, 2025 18 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.