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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: "I’m about to go on …" 197 comments · Page 8 of 8
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, …
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, no fun activities. I can’t go out, eat out, if you really think about it, it's really depressing that you're working full-time still you're not able to live your life. Canada is going down and will lose good people because of affordability issues.
Identity Attack0.010803374
Insult0.015188923
Profanity0.010945748
Threat0.0064015044
Severe Toxicity0.0010442734
Low Tox 0.035220183 Constructive 0.633
Aug 29, 2025 6 likes Why Canadians Are Turning Against …
They can now go back, I’m sure citizens of Quebec won’t miss them
They can now go back, I’m sure citizens of Quebec won’t miss them
Identity Attack0.0074365693
Insult0.014732921
Profanity0.009835573
Threat0.0072882893
Severe Toxicity0.0009965897
Low Tox 0.031449065 Moderate Con 0.345 Identity_Assertion
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I wish I got 50k to set up my household. I guess I'm going to have to get some bronzer and say I'm stateless.
I wish I got 50k to set up my household. I guess I'm going to have to get some bronzer and say I'm stateless.
Identity Attack0.0042917514
Insult0.011996903
Profanity0.0166845
Threat0.008815889
Severe Toxicity0.0013637543
Low Tox 0.031449065 Constructive 0.511
Jan 22, 2019 11 likes How much do refugees and …
Whenever I go to Vancouver, I think I'm in New Delhi 😅
Whenever I go to Vancouver, I think I'm in New Delhi 😅
Identity Attack0.01274247
Insult0.012642908
Profanity0.017231047
Threat0.007819066
Severe Toxicity0.0015544891
Low Tox 0.030034892 Moderate Con 0.449 Identity_Assertion
Jan 22, 2026 6 likes Why Canada’s immigration system has …
I'm from Quebec i know it's hard to do but could you send me the adress of the safehouse so we can fix this in Montreal city! I'll send this to the right people so …
I'm from Quebec i know it's hard to do but could you send me the adress of the safehouse so we can fix this in Montreal city! I'll send this to the right people so they can go raid those places, big love from Quebec keep up the journalism
Identity Attack0.0061416444
Insult0.010780896
Profanity0.011167783
Threat0.010990778
Severe Toxicity0.0014400482
Low Tox 0.028974265 Constructive 0.736
Jan 27, 2026 Inside Canada's Indian Invasion...
First, it was climate change then Covid those failed now it’s gonna be electricity, food or water myself. I’m gonna go with the water first all part of the world, economic forms plan.
First, it was climate change then Covid those failed now it’s gonna be electricity, food or water myself. I’m gonna go with the water first all part of the world, economic forms plan.
Identity Attack0.0030338243
Insult0.012604907
Profanity0.01261955
Threat0.0069905366
Severe Toxicity0.0012397766
Low Tox 0.027677942 Moderate Con 0.457
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I haven't met a single Canadian that says immigration is not a problem..I'm an immigrant myself, but came here by applying and going through countless interviews etc..like most in the 90s. Guess what , we …
I haven't met a single Canadian that says immigration is not a problem..I'm an immigrant myself, but came here by applying and going through countless interviews etc..like most in the 90s. Guess what , we all integrated and learned the language and customs ...as everyone should
Identity Attack0.011247349
Insult0.009982891
Profanity0.0113215
Threat0.005922511
Severe Toxicity0.0007581711
Low Tox 0.021667719 Constructive 0.785 Personal_Narrative
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for both part & full time. I apply for at least 10-20 a day. I’m not getting calls for interviews. I’ve even applied twice to one job because I was not chosen but 2 weeks later the same position was back. I’m fortunate enough to not have to work. I have a husband that makes a very good salary that pays for all of the bills , groceries & vacations. Up until Covid collapsed my 2 franchises & I was sinking more money in than making it I had to sell one for 1/3 of what I paid for it & give the other away. I started a small business at home doing lash extensions. I have my regular clients. But if I want to save my own money it’s not sustainable or steady. I want to work because I enjoy leaving my home not to just go grocery shopping or visit family. That’s even if they are home from work. I like having a purpose. I’m skilled in accounting, cleaning, sales, marketing, customer service you name it. Many might say that I’m very lucky. I am very blessed but it’s also very lonely. Plus I have always worked & had independence. I hate asking my husband to send me money so I can pay my cell, credit card bills. I don’t even go shopping without him for new clothes because I rely on him to pay for those too. Hypothetically we broke up tomorrow I’d be screwed. I worry about if he dies. There’s life insurance but we still have a mortgage to pay & monthly bills. Plus of course I’d make sure his kids got some too. Not to mention I’ve had mental health struggles with social anxiety & agoraphobia years ago. The more I stay home the more I get anxious about going out. Days can get boring & then I find myself napping all afternoon. I need a job. I just want my own money. I don’t want to go to my husband every 3 months & ask him to send me 2000.00 to clear up my overdraft for one business day. I don’t even want to have to use it. Sorry for the rant but I feel that even when filing out applications many times I’m asked if I’m racialized. In other words is my skin brown.
Identity Attack0.005771666
Insult0.012946909
Profanity0.013576009
Threat0.006382086
Severe Toxicity0.0010490417
Low Tox 0.021549871 Constructive 0.835 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
I’m 25 and if I had a child right now I’d need to work a second job just to keep from going into debt. That’s why birth rates are low. It’s an economic problem, not …
I’m 25 and if I had a child right now I’d need to work a second job just to keep from going into debt. That’s why birth rates are low. It’s an economic problem, not a fertility problem.
Identity Attack0.00310782
Insult0.008500882
Profanity0.010979908
Threat0.0065050707
Severe Toxicity0.000667572
Low Tox 0.017089844 Moderate Con 0.464 Economic_Argument
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I'm born in Canada I had five children and they all had to find work and they all had to go to school and they all still have to find work and they still have …
I'm born in Canada I had five children and they all had to find work and they all had to go to school and they all still have to find work and they still have to survive now each one of them has had one child only
Identity Attack0.006770608
Insult0.007968879
Profanity0.0113727385
Threat0.006420923
Severe Toxicity0.00091552734
Low Tox 0.015707577 Constructive 0.612
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I'm going to start a daycare in Canada.
I'm going to start a daycare in Canada.
Identity Attack0.0044582416
Insult0.0071043735
Profanity0.011082385
Threat0.0072235605
Severe Toxicity0.0010585785
Low Tox 0.012314741 Moderate Con 0.468 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m never going back there now. They can make visiting as unpleasant as they wish.👍
I’m never going back there now. They can make visiting as unpleasant as they wish.👍
Identity Attack0.00047645957
Insult0.0060833176
Profanity0.00008352033
Threat0.00015243512
Severe Toxicity0.0000025722316
Low Tox 0.01230806
Dec 12, 2025
Nope. I'm going to Iceland again.
Nope. I'm going to Iceland again.
Identity Attack0.00042877372
Insult0.00065214117
Profanity0.000028667559
Threat0.00015168998
Severe Toxicity0.0000024178405
Low Tox 0.002633422 Personal_Narrative
Dec 8, 2025 1 likes
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
I’m not going to Magastan, so won’t be a problem
I’m not going to Magastan, so won’t be a problem
Identity Attack0.00026068778
Insult0.00025373633
Profanity0.000042434363
Threat0.000048542584
Severe Toxicity0.0000022994361
Low Tox 0.00090588746 Humor_Satire
Dec 10, 2025
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what …
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what trump is doing that’s why America treated Canadian the way they does Canadian always follow the American I have seen trump in Pierre look what trum put Canada through and he brieng in that immigration law it’s Just going to make Canada like america
Identity Attack0.00010044
Insult0.00032364624
Profanity0.000028711169
Threat0.00003159364
Severe Toxicity0.0000019860133
Low Tox 0.0007863873
Apr 14, 2025
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what …
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what trump is doing that’s why America treated Canadian the way they does Canadian always follow the American I have seen trump in Pierre look what trum put Canada through and he brieng in that immigration law it’s Just going to make Canada like america
Identity Attack0.00010044
Insult0.00032364624
Profanity0.000028711169
Threat0.00003159364
Severe Toxicity0.0000019860133
Low Tox 0.0007863873
Apr 14, 2025 1 likes
I'm Canadian living in Australia; it sounds like if I were to go to the USA, I might have a problem. I haven't been in the USA for 17 years, and I won't be anytime …
I'm Canadian living in Australia; it sounds like if I were to go to the USA, I might have a problem. I haven't been in the USA for 17 years, and I won't be anytime soon.
Identity Attack0.00019757403
Insult0.00017536576
Profanity0.000024422467
Threat0.00003103803
Severe Toxicity0.0000024012336
Low Tox 0.00057744194
Dec 13, 2025
Ha ha, I'm still going
Ha ha, I'm still going
Identity Attack0.00006177224
Insult0.00016993008
Profanity0.000023480025
Threat0.00003335376
Severe Toxicity0.000002258652
Low Tox 0.00044813292 Humor_Satire
Dec 10, 2025
Why care about new rules? I'm never going back 😂
Why care about new rules? I'm never going back 😂
Identity Attack0.000067663575
Insult0.0001594451
Profanity0.000023979906
Threat0.000024808189
Severe Toxicity0.0000022832548
Low Tox 0.0004001966 Humor_Satire
Dec 9, 2025
Just say no I'm not going.
Just say no I'm not going.
Identity Attack0.0000668189
Insult0.00014922884
Profanity0.000021109401
Threat0.000020413718
Severe Toxicity0.000002336273
Low Tox 0.000361809
Dec 11, 2025
Why would I visit Nazy Germany 2.0? Unless you want to risk ending up in one of their detention centers (concentration camps) the go ahead. I'm staying in Canada there are other more welcoming and …
Why would I visit Nazy Germany 2.0? Unless you want to risk ending up in one of their detention centers (concentration camps) the go ahead. I'm staying in Canada there are other more welcoming and beautiful countries to visit.
Identity Attack0.00007052848
Insult0.00011272319
Profanity0.000018407784
Threat0.000022497099
Severe Toxicity0.000002824779
Low Tox 0.0002750349 Fear_Threat
Dec 9, 2025

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.