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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 #}

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Active: "Why are they coming from …" 1,829 comments · Page 71 of 74
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 …
What's to stop these people from coming back? I hope it's not "voluntary compliance"...
What's to stop these people from coming back? I hope it's not "voluntary compliance"...
Identity Attack0.0041067624
Insult0.009678889
Profanity0.010347961
Threat0.007819066
Severe Toxicity0.00096321106
Low Tox 0.021549871 Moderate Con 0.328 Question
Feb 18, 2026 99 likes Canadian immigration officers investigating hundreds …
Come investigate this in Texas man
Come investigate this in Texas man
Identity Attack0.0058456613
Insult0.0092228865
Profanity0.013439372
Threat0.008362788
Severe Toxicity0.0011539459
Low Tox 0.020960633 Low Con 0.23 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did something wrong? Having that many people come is a strain on all our resources and job market. We have a right to decide who we need and want. Store manager is not a job that Canadians won't do.
Identity Attack0.009619443
Insult0.011844902
Profanity0.0094256615
Threat0.005922511
Severe Toxicity0.00069618225
Low Tox 0.020960633 Constructive 0.763 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
They absolutely 100 percent come to the US from Canada
They absolutely 100 percent come to the US from Canada
Identity Attack0.011099357
Insult0.008918885
Profanity0.0127561875
Threat0.0060649146
Severe Toxicity0.0009584427
Low Tox 0.02072494 Low Con 0.24 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
How many are still coming from Roxham road from the States ?
How many are still coming from Roxham road from the States ?
Identity Attack0.007806548
Insult0.009450888
Profanity0.010962827
Threat0.0066280556
Severe Toxicity0.0008773804
Low Tox 0.02072494 Moderate Con 0.328 Question
Nov 24, 2025 Quebec Ends Economic Immigration Program …
We all know the number is way higher than that. Come on now.
We all know the number is way higher than that. Come on now.
Identity Attack0.0034223017
Insult0.009108886
Profanity0.013336895
Threat0.008272167
Severe Toxicity0.0012588501
Low Tox 0.02048268 Low Con 0.222
Sep 29, 2025 IRCC Names India in Study …
It does not come in the same form of questions,but in another way I did a study from the video,but the questions came in a different way from the video completely.
It does not come in the same form of questions,but in another way I did a study from the video,but the questions came in a different way from the video completely.
Identity Attack0.0060676485
Insult0.009013886
Profanity0.017914234
Threat0.008531082
Severe Toxicity0.0014877319
Low Tox 0.02035702 Constructive 0.535 Meta_Commentary
Dec 30, 2025 1 likes Canadian Citizenship Test 2025 – …
Tyler come to Buffalo NY across the boarder from Ontario CA
Tyler come to Buffalo NY across the boarder from Ontario CA
Identity Attack0.0043102503
Insult0.010742896
Profanity0.0138151245
Threat0.007741391
Severe Toxicity0.001168251
Low Tox 0.020231359 Moderate Con 0.366 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh there’s plenty of new laws and rules coming with Xi-Carney.
Oh there’s plenty of new laws and rules coming with Xi-Carney.
Identity Attack0.002552852
Insult0.010438894
Profanity0.011458136
Threat0.0067898775
Severe Toxicity0.0008869171
Low Tox 0.019351736 Low Con 0.136
Jan 17, 2026 Canada’s new rules in 2026
Here comes digital ID
Here comes digital ID
Identity Attack0.0045507364
Insult0.008538882
Profanity0.015693882
Threat0.008531082
Severe Toxicity0.0014781952
Low Tox 0.019351736 Low Con 0.295
Oct 1, 2025 IRCC Names India in Study …
In the 1600s, North America was almost entirely Native American. Today, they make up a tiny fraction of the population. History has a long memory what goes around comes around.
In the 1600s, North America was almost entirely Native American. Today, they make up a tiny fraction of the population. History has a long memory what goes around comes around.
Identity Attack0.008731495
Insult0.009089886
Profanity0.011628932
Threat0.006543908
Severe Toxicity0.0007724762
Low Tox 0.019226074 Moderate Con 0.411 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thanks for FINALLY coming to Canada Tyler…lots to expose up here
Thanks for FINALLY coming to Canada Tyler…lots to expose up here
Identity Attack0.0047727237
Insult0.010742896
Profanity0.010467518
Threat0.0066345283
Severe Toxicity0.00088214874
Low Tox 0.018849092 Moderate Con 0.445
Jan 27, 2026 Inside Canada's Indian Invasion...
Their 😊coming to Hicksville NY from Canada
Their 😊coming to Hicksville NY from Canada
Identity Attack0.00621564
Insult0.009279887
Profanity0.013439372
Threat0.007573096
Severe Toxicity0.0012111664
Low Tox 0.01859777 Moderate Con 0.33 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I will come there next year ❤❤
I will come there next year ❤❤
Identity Attack0.0056236745
Insult0.008500882
Profanity0.017299367
Threat0.00899713
Severe Toxicity0.0017547607
Low Tox 0.01847211 Moderate Con 0.438 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
18,000 people multiplied by a $500 one way ticket to india comes to only 9 million.
18,000 people multiplied by a $500 one way ticket to india comes to only 9 million.
Identity Attack0.008435511
Insult0.00817788
Profanity0.01220964
Threat0.0073918556
Severe Toxicity0.001039505
Low Tox 0.01834645 Low Con 0.261
Dec 26, 2025 Deportations From Canada at Their …
Wow.... That's.... Underwhelming. We have quite a few issues going on and I have a hard time believing that's the best they could come up with.
Wow.... That's.... Underwhelming. We have quite a few issues going on and I have a hard time believing that's the best they could come up with.
Identity Attack0.0028673338
Insult0.009982891
Profanity0.014395831
Threat0.00704232
Severe Toxicity0.0010299683
Low Tox 0.018095128 Moderate Con 0.472 Policy_Critique
Jan 20, 2026 1 likes Canada’s new rules in 2026
90% coming from 1 country. Time for Canada to have a per country cap like the usa
90% coming from 1 country. Time for Canada to have a per country cap like the usa
Identity Attack0.008731495
Insult0.009146886
Profanity0.010057608
Threat0.00636914
Severe Toxicity0.0009870529
Low Tox 0.017969469 Low Con 0.279
Jun 18, 2025 134 likes How Canada broke its immigration …
Come to bentonville Arkansas.
Come to bentonville Arkansas.
Identity Attack0.005512681
Insult0.008842885
Profanity0.014634945
Threat0.008893564
Severe Toxicity0.0014400482
Low Tox 0.017843807 Low Con 0.287 Advertisement_Spam
Jan 30, 2026 2 likes Inside Canada's Indian Invasion...
“Tank u come again”
“Tank u come again”
Identity Attack0.00414376
Insult0.008823884
Profanity0.015557245
Threat0.008556974
Severe Toxicity0.0015926361
Low Tox 0.017718147 Moderate Con 0.308 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to south side Edmonton next🙏
Come to south side Edmonton next🙏
Identity Attack0.0047172266
Insult0.008519882
Profanity0.01084327
Threat0.008220384
Severe Toxicity0.0012493134
Low Tox 0.017592486 Moderate Con 0.415 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
What about students who used to come with real studying intentions? What about real good schools, with solid programs? Canada has lost its reputation completely as a destination for international students. It is the last …
What about students who used to come with real studying intentions? What about real good schools, with solid programs? Canada has lost its reputation completely as a destination for international students. It is the last among developed countries, and now domestic programs are closing down because of not enough financing. Domestic tuition fees rise.
Identity Attack0.005956655
Insult0.010210892
Profanity0.0093915025
Threat0.005906329
Severe Toxicity0.00064373016
Low Tox 0.017215505 Moderate Con 0.403 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
18,000 is the best we can do. There's 18,000 coming into Calgary alone
18,000 is the best we can do. There's 18,000 coming into Calgary alone
Identity Attack0.004328749
Insult0.007645877
Profanity0.011253181
Threat0.008738215
Severe Toxicity0.001115799
Low Tox 0.017215505 Moderate Con 0.345
Feb 10, 2026 Deportations From Canada at Their …
Come to Calgary NE next... I have been unemployed for years because of this same problem.
Come to Calgary NE next... I have been unemployed for years because of this same problem.
Identity Attack0.004680229
Insult0.009070885
Profanity0.00948544
Threat0.0066086366
Severe Toxicity0.00068187714
Low Tox 0.017215505 Constructive 0.587 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Come to temples, if you need food, always happy to share. Come to my home, we will share.
Come to temples, if you need food, always happy to share. Come to my home, we will share.
Identity Attack0.007473567
Insult0.007873878
Profanity0.012482914
Threat0.0071199946
Severe Toxicity0.0012111664
Low Tox 0.017089844 Moderate Con 0.479 Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)

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.