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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: "Should say “Why “" 1,368 comments · Page 53 of 55
I have to say sorry as I did a lot of the clear cutting around airport rd for the developers , was a nice Italian area before .
I have to say sorry as I did a lot of the clear cutting around airport rd for the developers , was a nice Italian area before .
Identity Attack0.007917541
Insult0.010172892
Profanity0.013268576
Threat0.009256045
Severe Toxicity0.0016021729
Low Tox 0.025320992 Constructive 0.704 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
This sounds a lot like what trump would say
This sounds a lot like what trump would say
Identity Attack0.0041992567
Insult0.011578901
Profanity0.014225035
Threat0.007249452
Severe Toxicity0.0011396408
Low Tox 0.025085296 Low Con 0.185 Comparative_Framing
Feb 19, 2026 Canadian immigration officers investigating hundreds …
“It’s not Ryerson.” Thank you for not saying TMU!
“It’s not Ryerson.” Thank you for not saying TMU!
Identity Attack0.0016001574
Insult0.014808921
Profanity0.011219022
Threat0.006039023
Severe Toxicity0.0006580353
Low Tox 0.025085296 Moderate Con 0.336 Meta_Commentary
Feb 4, 2026 Inside Canada's Indian Invasion...
Wild it costs 6k to get to states. I say that because the Canadian government gives them 8k when they get here
Wild it costs 6k to get to states. I say that because the Canadian government gives them 8k when they get here
Identity Attack0.007843546
Insult0.012148905
Profanity0.014464149
Threat0.006647474
Severe Toxicity0.001039505
Low Tox 0.024613906 Moderate Con 0.402 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
To answer your last question, it is because they want this... look up harjeet sing. He was the top general of canada. And when the afganistan withdrawl happened, lets say canadian troops showed bias as …
To answer your last question, it is because they want this... look up harjeet sing. He was the top general of canada. And when the afganistan withdrawl happened, lets say canadian troops showed bias as to who was being pulled from the warzone...
Identity Attack0.006363631
Insult0.011920903
Profanity0.00993805
Threat0.0072365063
Severe Toxicity0.0007677078
Low Tox 0.024378212 Moderate Con 0.473 Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
hi, i just want to say thank you. i watched your video and completed my test 18 out of 20. Thank you so much for making this video
hi, i just want to say thank you. i watched your video and completed my test 18 out of 20. Thank you so much for making this video
Identity Attack0.008028535
Insult0.010362893
Profanity0.021740068
Threat0.010705971
Severe Toxicity0.002746582
Low Tox 0.023788974 Constructive 0.573 Meta_Commentary
Jun 21, 2025 2 likes Canadian Citizenship Test 2025 – …
I have so much to say, but the first thing that comes to mind is ‘wow, a CBC video where they didn’t block the comments section’
I have so much to say, but the first thing that comes to mind is ‘wow, a CBC video where they didn’t block the comments section’
Identity Attack0.0036997858
Insult0.010894896
Profanity0.013302735
Threat0.007262398
Severe Toxicity0.0010967255
Low Tox 0.023671126 Moderate Con 0.39
Nov 14, 2018 How much do refugees and …
Bike guy is the most honest; he says it how it is.
Bike guy is the most honest; he says it how it is.
Identity Attack0.0036812867
Insult0.013820915
Profanity0.013063621
Threat0.006576272
Severe Toxicity0.00088214874
Low Tox 0.023317585 Moderate Con 0.43 Meta_Commentary
Feb 8, 2026 Inside Canada's Indian Invasion...
His map says he's turning and he isn't turning the wheel with his hand...
His map says he's turning and he isn't turning the wheel with his hand...
Identity Attack0.0022568693
Insult0.010894896
Profanity0.0113215
Threat0.0073918556
Severe Toxicity0.00084400177
Low Tox 0.022374803 Low Con 0.277 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Bike guy is my hero! Say it like it is brother! He found his chance to voice his opinions to a large audience and he took it!
Bike guy is my hero! Say it like it is brother! He found his chance to voice his opinions to a large audience and he took it!
Identity Attack0.0027933381
Insult0.0115029
Profanity0.013131939
Threat0.007327127
Severe Toxicity0.000910759
Low Tox 0.022374803 Constructive 0.618 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s not just Canada, I’m just saying, you find them everywhere 😂
It’s not just Canada, I’m just saying, you find them everywhere 😂
Identity Attack0.0071405866
Insult0.010666896
Profanity0.013405213
Threat0.0066280556
Severe Toxicity0.0010299683
Low Tox 0.022139108 Moderate Con 0.389 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
This reminds me of the Nova Scotia and new Brunswick border during covid 19!!! I live in new Brunswicks and to be allowed in Nova Scotia for end of life visit l had apply for …
This reminds me of the Nova Scotia and new Brunswick border during covid 19!!! I live in new Brunswicks and to be allowed in Nova Scotia for end of life visit l had apply for a expetion to avoid a month quarantine to dr Robert strange personality and he denied!!!! So who cares what President Donald Trump says let's arrest dr Robert strange!!!!!! Nova Scotia tooooppppppppppppppppp doctor!!!!!
Identity Attack0.00032591706
Insult0.003249761
Profanity0.00015556572
Threat0.007385208
Severe Toxicity0.000010820748
Low Tox 0.022022238
Dec 8, 2025 8 likes
I don't think the guy saying they wouldn't leave if they have to is creating the sympathy he seems to hope it will.
I don't think the guy saying they wouldn't leave if they have to is creating the sympathy he seems to hope it will.
Identity Attack0.0029598286
Insult0.011730902
Profanity0.012448754
Threat0.007340072
Severe Toxicity0.00092983246
Low Tox 0.022021262 Constructive 0.514 Meta_Commentary
Jan 15, 2026 15 likes 2.9 million Canadian temporary visas …
80% will always be on welfare. So says the German, French and U.K. governments.
80% will always be on welfare. So says the German, French and U.K. governments.
Identity Attack0.009989422
Insult0.009317887
Profanity0.011628932
Threat0.0064015044
Severe Toxicity0.00094890594
Low Tox 0.022021262 Low Con 0.172
Nov 23, 2017 57 likes How much do refugees and …
I'll always say Merry Christmas
I'll always say Merry Christmas
Identity Attack0.0061046463
Insult0.009032886
Profanity0.018119188
Threat0.008220384
Severe Toxicity0.0017738342
Low Tox 0.021903414 Moderate Con 0.438 Identity_Assertion
Aug 26, 2025 41 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 …
Who’s saying we don’t pay taxes 😂
Who’s saying we don’t pay taxes 😂
Identity Attack0.0021643746
Insult0.011654901
Profanity0.013917602
Threat0.006194372
Severe Toxicity0.00096321106
Low Tox 0.021432023 Moderate Con 0.313 Humor_Satire
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said here, and the way she said it, makes complete sense. I was a bit disappointed that there are no actual numbers as to how much the government would save, but it doesn't seem like a bad idea to put the legislation in place, and whatever they save is a bonus. imho Be the Change You Wish to See in the World 💖
Identity Attack0.0040512653
Insult0.011730902
Profanity0.011697251
Threat0.0062914654
Severe Toxicity0.00074863434
Low Tox 0.021314176 Constructive 0.763 Policy_Critique
Feb 23, 2026 11 likes 'We do know that there's …
Good evening! I just want to say thank you to the person who made and uploaded this video. I only listened to this video twice and passed my citizenship examination today. All the questions and …
Good evening! I just want to say thank you to the person who made and uploaded this video. I only listened to this video twice and passed my citizenship examination today. All the questions and answers in this video are very helpful. I highly recommend this video to those who are planning to take their citizenship exam. I wish you all the best. Cheers!
Identity Attack0.007029593
Insult0.009089886
Profanity0.01805087
Threat0.009385503
Severe Toxicity0.0018119812
Low Tox 0.02107848 Constructive 0.711 Personal_Narrative
Jun 2, 2025 5 likes Canadian Citizenship Test 2025 – …
You can’t say you “slashed” something when the reduction is less than %10.
You can’t say you “slashed” something when the reduction is less than %10.
Identity Attack0.001951637
Insult0.0092228865
Profanity0.012448754
Threat0.008000307
Severe Toxicity0.0009202957
Low Tox 0.02072494 Low Con 0.138 Policy_Critique
Jan 3, 2026 38 likes New rules, regulations take effect …
I got stories but I’m not gonna say anything about it because I do enjoy having a job
I got stories but I’m not gonna say anything about it because I do enjoy having a job
Identity Attack0.004125261
Insult0.009640889
Profanity0.01620627
Threat0.007262398
Severe Toxicity0.0011301041
Low Tox 0.020231359 Moderate Con 0.393 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Why do they keep saying thankyou for the question, in my opinion it is using up time.
Why do they keep saying thankyou for the question, in my opinion it is using up time.
Identity Attack0.0027933381
Insult0.010058892
Profanity0.013780965
Threat0.0072106146
Severe Toxicity0.00092983246
Low Tox 0.020231359 Constructive 0.535
Sep 29, 2025 IRCC Names India in Study …
Pretty sure I'm not legally allowed to say what I actually think about this topic here in Canada but I must say I very much appreciate this video. Thank you!
Pretty sure I'm not legally allowed to say what I actually think about this topic here in Canada but I must say I very much appreciate this video. Thank you!
Identity Attack0.009989422
Insult0.009184887
Profanity0.013473531
Threat0.0072365063
Severe Toxicity0.0011301041
Low Tox 0.0201057 Constructive 0.607 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
@2:39 that says it all!!!
@2:39 that says it all!!!
Identity Attack0.0029598286
Insult0.009507888
Profanity0.014942379
Threat0.007353018
Severe Toxicity0.0013637543
Low Tox 0.0201057 Moderate Con 0.399 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...

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.