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: "I have had enough! I …" 479 comments · Page 16 of 20
They are NOWHERE NEAR high enough!!
They are NOWHERE NEAR high enough!!
Identity Attack0.0050687063
Insult0.019419061
Profanity0.015693882
Threat0.007793174
Severe Toxicity0.0020885468
Low Tox 0.05280026 Low Con 0.172 Solidarity
Dec 28, 2025 Deportations From Canada at Their …
Canada is too Liberal not conservative enough.
Canada is too Liberal not conservative enough.
Identity Attack0.027614836
Insult0.023093075
Profanity0.011406898
Threat0.0064468146
Severe Toxicity0.0014972687
Low Tox 0.05280026 Low Con 0.213
Aug 26, 2025 Why Canadians Are Turning Against …
People arent having kids because canada isnt prosperous enough to support families. Then they import people and we dont have the infrastructure to support them. The govnt needs those tax dollars. And people that will …
People arent having kids because canada isnt prosperous enough to support families. Then they import people and we dont have the infrastructure to support them. The govnt needs those tax dollars. And people that will get milked for them.
Identity Attack0.010507392
Insult0.023995465
Profanity0.013712646
Threat0.0068869707
Severe Toxicity0.0013446808
Low Tox 0.05255287 Moderate Con 0.313
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
that expiration date cannot come soon enough
that expiration date cannot come soon enough
Identity Attack0.005512681
Insult0.012946909
Profanity0.022969801
Threat0.01238892
Severe Toxicity0.0028419495
Low Tox 0.051068526 Low Con 0.291 Fear_Threat
Jan 28, 2026 1 likes 2.9 million Canadian temporary visas …
Dear Canadians, I know this is no consolation, but you are not alone in facing this problem. Here in Western Europe, in countries like the UK, Belgium, Germany, Sweden, and France, something similar is happening. …
Dear Canadians, I know this is no consolation, but you are not alone in facing this problem. Here in Western Europe, in countries like the UK, Belgium, Germany, Sweden, and France, something similar is happening. Here, it's different groups causing trouble and slowly but surely gaining majorities in cities. The EU is also now starting to make agreements with India, which will most likely lead to further migration to Europe. For me, Canada will always be the proud country I was fortunate enough to visit 20 years ago.
Identity Attack0.02821777
Insult0.020966014
Profanity0.013473531
Threat0.007327127
Severe Toxicity0.00166893
Low Tox 0.050573748 Constructive 0.795 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The cuts to temporary foreign workers, refugees, and other immigrants do not go near far enough. Maximum number allowed, in total, should be no more than 60,000, laser focused on STEM and medical grads.
The cuts to temporary foreign workers, refugees, and other immigrants do not go near far enough. Maximum number allowed, in total, should be no more than 60,000, laser focused on STEM and medical grads.
Identity Attack0.033784978
Insult0.0154929245
Profanity0.009835573
Threat0.007521313
Severe Toxicity0.0014400482
Low Tox 0.050573748 Moderate Con 0.418 Policy_Critique
Jan 6, 2026 58 likes Canada’s new rules in 2026
Another MP of the Liberal party being put in a position that they have NO business being in. What did she do to get the Ministry ? CBC do your job goodness knows you have …
Another MP of the Liberal party being put in a position that they have NO business being in. What did she do to get the Ministry ? CBC do your job goodness knows you have been GIVEN enough money from the people of Canada.
Identity Attack0.007288578
Insult0.02657372
Profanity0.011219022
Threat0.005906329
Severe Toxicity0.0011205673
Low Tox 0.050078966 Moderate Con 0.391 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I believe it was a temporary program introduced during the pandemic. This whole segment doesn’t delve enough into the background to be sure of exactly who this is going to effect and how. That’s just …
I believe it was a temporary program introduced during the pandemic. This whole segment doesn’t delve enough into the background to be sure of exactly who this is going to effect and how. That’s just bad journalism. I’d like to know because I cross the path of many immigrants and care about them. If the federal government’s economic plans work out, there could be more demand for workers in the coming year, especially in and around Montreal - I also pay attention to announcements of companies setting up or expanding here - and this might be another example of the CAQ shooting themselves in the foot again. They seem oblivious that an election is coming next fall.
Identity Attack0.01374736
Insult0.02373764
Profanity0.015625564
Threat0.00666042
Severe Toxicity0.0012779236
Low Tox 0.049336795 Constructive 0.805
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Less than 20k? That's not enough. Canada has to bump those deportation numbers way up.
Less than 20k? That's not enough. Canada has to bump those deportation numbers way up.
Identity Attack0.019274252
Insult0.014884921
Profanity0.010740792
Threat0.010705971
Severe Toxicity0.0013542175
Low Tox 0.049336795 Moderate Con 0.348
Dec 28, 2025 Deportations From Canada at Their …
NOT NEARLY ENOUGH
NOT NEARLY ENOUGH
Identity Attack0.0054756827
Insult0.014314918
Profanity0.020851927
Threat0.009023022
Severe Toxicity0.0028419495
Low Tox 0.049089402 Low Con 0.229 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
Over 250,000 affordable houses gone and counting and they’re not building enough affordable housing for the elderly the poor and the disabled
Over 250,000 affordable houses gone and counting and they’re not building enough affordable housing for the elderly the poor and the disabled
Identity Attack0.022992345
Insult0.019161236
Profanity0.010740792
Threat0.006084333
Severe Toxicity0.0015163422
Low Tox 0.048594624 Moderate Con 0.359
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The system is working way too slow and not high enough!
The system is working way too slow and not high enough!
Identity Attack0.0026453468
Insult0.020772645
Profanity0.016479544
Threat0.0066927844
Severe Toxicity0.0012683868
Low Tox 0.04785245 Low Con 0.217 Policy_Critique
Jan 1, 2026 1 likes Deportations From Canada at Their …
Its not tight enough but nice spin. Even better if France wants to talk about us why don't they just go there.
Its not tight enough but nice spin. Even better if France wants to talk about us why don't they just go there.
Identity Attack0.012441003
Insult0.017356457
Profanity0.02023706
Threat0.009023022
Severe Toxicity0.001707077
Low Tox 0.04686289 Low Con 0.271 Policy_Critique
Feb 12, 2026 Canada's tighter immigration policy divides …
Canada is in deep trouble, there is no more housing for Canadians, not enough schools and hospitals are overflowing because Trudeau invited the whole world to come and take advantage of Canada's generosity.
Canada is in deep trouble, there is no more housing for Canadians, not enough schools and hospitals are overflowing because Trudeau invited the whole world to come and take advantage of Canada's generosity.
Identity Attack0.020580608
Insult0.01929015
Profanity0.009681856
Threat0.006246155
Severe Toxicity0.0012016296
Low Tox 0.04686289 Moderate Con 0.389
Dec 28, 2025 1 likes Deportations From Canada at Their …
This is not true. And now that the Government of Canada has hid it, I can no longer prove it. However, not only did my MP admit that they get close to 2500 dollars per …
This is not true. And now that the Government of Canada has hid it, I can no longer prove it. However, not only did my MP admit that they get close to 2500 dollars per month for the first year and sometimes longer. They are automatically authorized for a loan. And hey, 50,000 for a family is enough for a downpayment, while we can sit here working all our lives and never be able to buy a house. But they are automatically authorized. So the question is, why is it profittable to bring in refugees? Maybe if the government gave me 50,000 or 2500 per month, and or they gave me easier loans....I would have already been profiting Canada in many ways. Other than trying to work hard and when I can't get a job, because I am not part of a minority group, collecting ei or assistance and never getting anywhere in my life.
Identity Attack0.008879486
Insult0.02425329
Profanity0.015044857
Threat0.006492125
Severe Toxicity0.001411438
Low Tox 0.04686289 Constructive 0.795
Dec 29, 2018 How much do refugees and …
A drop in the bucket. Canada needs to increase deportations by a factor of 100. So instead of deporting 18,000, they need to deport 1.8 million. And even that isn't enough.
A drop in the bucket. Canada needs to increase deportations by a factor of 100. So instead of deporting 18,000, they need to deport 1.8 million. And even that isn't enough.
Identity Attack0.016159095
Insult0.014086916
Profanity0.010535837
Threat0.008789998
Severe Toxicity0.0013160706
Low Tox 0.045625936 Moderate Con 0.385
Dec 26, 2025 Deportations From Canada at Their …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I don't even know if there is an office or representative in Ontario right now! I wish! Their policies (on paper) seem great, and geared more towards a 'Canada first'/'Canadians First' approach. They touch on a lot of topics and there seem to be a lot of things they want to change! But a government is still a government, they will be motivated by money regardless of any good intentions they may have. So if and when things change, WE NEED TO HOLD THEM ACCOUNTABLE! We as the citizens have the power to change things for the better! It's just unfortunate that I see so many people getting pushed down or ignored or hated because they are speaking their mind. Remember, Canada dosen't have laws like the US, our freedoms aren't as protected nor do we have the same freedoms they do (like owning and protecting your own property, or self defense!) We as people need to start being honest and expressing things instead of being terrified of the backlash (of which there will be in these times). The only way we can make progress is by deciding to get out of our comfort zones and standing for what is right! For the freedoms and protections we deserve! To make a future worth living for us and our children! It will not be easy, but when is change ever easy? I hope that one day I won't be terrified of the thought of bringing a life into this world and country. I hope I can be stable enough to be able to give my future children a decent life. But right now? I would never want to have children, things are too unstable and I don't want to bring a child into this country and force them to live a terrible life they never asked for! I desperately want to be able to keep hoping for a better future, a better country, and people who can enjoy their lives instead of constantly worrying and stressing about everything. I hope some can consider looking into the Libertarian party as well! They may be small right now, but they seem to be wanting to right the wrongs that have occured.
Identity Attack0.011247349
Insult0.022448512
Profanity0.015932998
Threat0.00704232
Severe Toxicity0.0015640259
Low Tox 0.045378547 Constructive 0.875 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Cuts in immagration aren't anywhere close to big enough.
Cuts in immagration aren't anywhere close to big enough.
Identity Attack0.021786476
Insult0.011996903
Profanity0.01128734
Threat0.008181547
Severe Toxicity0.0014686584
Low Tox 0.045131154 Low Con 0.163
Jan 2, 2026 65 likes New rules, regulations take effect …
FFS...enough is enough!
FFS...enough is enough!
Identity Attack0.0032928092
Insult0.016100928
Profanity0.027547138
Threat0.007922632
Severe Toxicity0.0024414062
Low Tox 0.044883765 Low Con 0.297
Nov 21, 2025 11 likes Thousands of refugees allowed into …
The problem is, if the immigrants keep coming in, it would change canada so much that it ceases to be a liberal democratic country that values people's rights; it's easy enough for immigrants to "roll …
The problem is, if the immigrants keep coming in, it would change canada so much that it ceases to be a liberal democratic country that values people's rights; it's easy enough for immigrants to "roll back" their beliefs to a previous version, if even one or two charismatic new immigrants start fomenting those beliefs. The very thing could undermine itself, so there should be tighter bordres. The people who've been there since 1979 don't have to leave.
Identity Attack0.028886627
Insult0.016860934
Profanity0.010245483
Threat0.0067186756
Severe Toxicity0.0012588501
Low Tox 0.044636376 Constructive 0.551 Fear_Threat
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Not even close to enough. We have over a million here that shouldnt be.
Not even close to enough. We have over a million here that shouldnt be.
Identity Attack0.010063417
Insult0.015036922
Profanity0.012926984
Threat0.00948907
Severe Toxicity0.0016593933
Low Tox 0.043646812 Moderate Con 0.314 Unverified_Claim
Dec 24, 2025 3 likes Deportations From Canada at Their …
Close our boarders!! Enough is enough!
Close our boarders!! Enough is enough!
Identity Attack0.0036997858
Insult0.014428918
Profanity0.012346277
Threat0.009644418
Severe Toxicity0.001745224
Low Tox 0.04315203 Low Con 0.203
Sep 9, 2025 Why Canadians Are Turning Against …
NOT HIGH ENOUGH!
NOT HIGH ENOUGH!
Identity Attack0.003089321
Insult0.01625293
Profanity0.015523086
Threat0.0076637166
Severe Toxicity0.0019454956
Low Tox 0.040183347 Low Con 0.184 Policy_Critique
Dec 24, 2025 290 likes Deportations From Canada at Their …
just passed the test and scored 20/20; I only went over 200 questions from this video; it was enough.
just passed the test and scored 20/20; I only went over 200 questions from this video; it was enough.
Identity Attack0.0073995716
Insult0.0116169015
Profanity0.023721304
Threat0.0103175985
Severe Toxicity0.0029182434
Low Tox 0.03969839 Constructive 0.545 Personal_Narrative
Jan 26, 2026 4 likes Canadian Citizenship Test 2025 – …
About time. Enough of this.
About time. Enough of this.
Identity Attack0.0022661188
Insult0.014884921
Profanity0.013610168
Threat0.008738215
Severe Toxicity0.0014781952
Low Tox 0.03969839 Low Con 0.292 Policy_Critique
Nov 21, 2025 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.