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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: "Just a few days more …" 493 comments · Page 19 of 20
I don’t believe anything that they are saying. And nobody should, until the visible evidence is proven, then when we all see in person day to day. The day that we can go through the …
I don’t believe anything that they are saying. And nobody should, until the visible evidence is proven, then when we all see in person day to day. The day that we can go through the process of ordering a coffee without having to have a translator, would be a good day.
Identity Attack0.0035702933
Insult0.0116169015
Profanity0.012175481
Threat0.0070034824
Severe Toxicity0.00084400177
Low Tox 0.026263772 Moderate Con 0.468 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
Atleast they’re working hard trying to provide for their families instead of “praying 12 hours a day”
Atleast they’re working hard trying to provide for their families instead of “praying 12 hours a day”
Identity Attack0.003366805
Insult0.014124917
Profanity0.010723713
Threat0.0058804373
Severe Toxicity0.0007390976
Low Tox 0.026263772 Moderate Con 0.308 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
224 a day thats what we get ?????????
224 a day thats what we get ?????????
Identity Attack0.003866276
Insult0.008956885
Profanity0.014532468
Threat0.0082074385
Severe Toxicity0.0017547607
Low Tox 0.025674535 Moderate Con 0.302 Economic_Argument
Feb 14, 2026 How much do refugees and …
Unbelievable! Not a single question on the exam came from the 411 questions—I wasted two full days watching the videos three times! Luckily, I studied the Discover Canada book and managed to get 17 questions …
Unbelievable! Not a single question on the exam came from the 411 questions—I wasted two full days watching the videos three times! Luckily, I studied the Discover Canada book and managed to get 17 questions right, just barely passing. Don’t fall for it like I did!
Identity Attack0.0016279058
Insult0.013174911
Profanity0.011423977
Threat0.006136116
Severe Toxicity0.00074863434
Low Tox 0.024849601 Constructive 0.593
Sep 20, 2025 2 likes Canadian Citizenship Test 2025 – …
What is middle class these days. To live like the middle class did in the 90's you would need a household income of 200+. 400 dollars off 200 grand is nothing
What is middle class these days. To live like the middle class did in the 90's you would need a household income of 200+. 400 dollars off 200 grand is nothing
Identity Attack0.0044582416
Insult0.012376905
Profanity0.0118338885
Threat0.005864255
Severe Toxicity0.0006723404
Low Tox 0.02449606 Moderate Con 0.373
Jan 17, 2026 Canada’s new rules in 2026
1:38 Yes, immigrants in Canada pay taxes. Your tax obligations depend on your residency status, which is based on factors like the number of days you spend in Canada and your ties to the country. …
1:38 Yes, immigrants in Canada pay taxes. Your tax obligations depend on your residency status, which is based on factors like the number of days you spend in Canada and your ties to the country. Income earned from Canadian sources is generally taxable for both residents and non-residents.
Identity Attack0.015355183
Insult0.009507888
Profanity0.010501678
Threat0.0057412707
Severe Toxicity0.00078201294
Low Tox 0.024378212 Moderate Con 0.487 Meta_Commentary
Oct 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
How come you didn’t ask why so many people were praying in the middle of the day? 😂
How come you didn’t ask why so many people were praying in the middle of the day? 😂
Identity Attack0.006178642
Insult0.010286893
Profanity0.0128245065
Threat0.0062785195
Severe Toxicity0.0010108948
Low Tox 0.024260364 Low Con 0.244 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Ive been listening to this multiple times in a row, when commuting, so around 2 hours a day, for 2-3 weeks. I scored 19/20 on the exam today
Ive been listening to this multiple times in a row, when commuting, so around 2 hours a day, for 2-3 weeks. I scored 19/20 on the exam today
Identity Attack0.00569767
Insult0.009298887
Profanity0.018187506
Threat0.008712323
Severe Toxicity0.0018596649
Low Tox 0.024142517 Constructive 0.511
Nov 24, 2025 9 likes Canadian Citizenship Test 2025 – …
Over a millionen views in a day😂🎉
Over a millionen views in a day😂🎉
Identity Attack0.0047727237
Insult0.010210892
Profanity0.023652986
Threat0.008375733
Severe Toxicity0.0034332275
Low Tox 0.02402467 Moderate Con 0.396 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
I just saw that Tyler has 8.8 million subs...I subbed a long time ago, but was shocked to see how many he has now, so I looked it up -- as of Feb 15th, the …
I just saw that Tyler has 8.8 million subs...I subbed a long time ago, but was shocked to see how many he has now, so I looked it up -- as of Feb 15th, the total was 3.7 million. You mean to tell me that 5.1 MILLION people subbed in the last 6 days?!
Identity Attack0.0048097214
Insult0.00971689
Profanity0.016957775
Threat0.007741391
Severe Toxicity0.0014305115
Low Tox 0.02343543 Constructive 0.598 Meta_Commentary
Feb 22, 2026 Inside Canada's Indian Invasion...
I passed my exam today!!! It did ask me about the remembrance day poem though, so that one should also be studied.
I passed my exam today!!! It did ask me about the remembrance day poem though, so that one should also be studied.
Identity Attack0.0048097214
Insult0.010058892
Profanity0.017982552
Threat0.00789674
Severe Toxicity0.0013542175
Low Tox 0.02308189 Moderate Con 0.496 Meta_Commentary
Jul 18, 2025 3 likes Canadian Citizenship Test 2025 – …
I proud to be a Sikh Our gurdwara food is open 24 hours a day, and anyone can come and eat.
I proud to be a Sikh Our gurdwara food is open 24 hours a day, and anyone can come and eat.
Identity Attack0.011543332
Insult0.008633883
Profanity0.01846078
Threat0.008466354
Severe Toxicity0.0021457672
Low Tox 0.022610499 Constructive 0.583
Nov 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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 …
How about just don't go to usa Mexico is just a flight away so is Guatemala very cheap and safer and no political problems and like old school days
How about just don't go to usa Mexico is just a flight away so is Guatemala very cheap and safer and no political problems and like old school days
Identity Attack0.030131439
Insult0.0034253546
Profanity0.000072222305
Threat0.0003440014
Severe Toxicity0.0000044836734
Low Tox 0.021231469
Dec 8, 2025
Love Tylers videos. I feel like its been a huge and successful journey. Been here since the Big Chungus days when he was still going to UCLA. Then was here for the period where it …
Love Tylers videos. I feel like its been a huge and successful journey. Been here since the Big Chungus days when he was still going to UCLA. Then was here for the period where it seemed like Tyler was going to quit YouTube and follow in his dads footsteps. Tyler didn't give up and is where he is now through perserverance. Great job Tyler!
Identity Attack0.00466173
Insult0.010780896
Profanity0.017367685
Threat0.007793174
Severe Toxicity0.0012683868
Low Tox 0.02107848 Constructive 0.751 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Brian, the population of dependent Immigrants (600k) is 3.33 times that of PEI (180k). Jason, we met on PEI back in the day with Liam at his Peaks Quay. Keep up the good work. Russ.
Brian, the population of dependent Immigrants (600k) is 3.33 times that of PEI (180k). Jason, we met on PEI back in the day with Liam at his Peaks Quay. Keep up the good work. Russ.
Identity Attack0.009989422
Insult0.00979289
Profanity0.009562299
Threat0.0061814263
Severe Toxicity0.0007724762
Low Tox 0.020960633 Constructive 0.774 Personal_Narrative
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
I cannot do business with them…i tried, but my price is never low enough, constantly trying for freebies while doing a job for them and the renegotiation process when the work is complete is not …
I cannot do business with them…i tried, but my price is never low enough, constantly trying for freebies while doing a job for them and the renegotiation process when the work is complete is not enjoyable…my answer…sorry, too busy. I’d rather have a day off.
Identity Attack0.0017388993
Insult0.0115029
Profanity0.011526455
Threat0.006058442
Severe Toxicity0.0005912781
Low Tox 0.020960633 Constructive 0.544 Personal_Narrative
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Thats my tim hortons I go to every day.
Thats my tim hortons I go to every day.
Identity Attack0.0034962974
Insult0.009165886
Profanity0.015249812
Threat0.007417747
Severe Toxicity0.0011444092
Low Tox 0.017843807 Moderate Con 0.444 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler would have a field day in Harris Park or Marsden Park, Sydney 🇦🇺
Tyler would have a field day in Harris Park or Marsden Park, Sydney 🇦🇺
Identity Attack0.0035332954
Insult0.009431887
Profanity0.012073003
Threat0.008194493
Severe Toxicity0.0011444092
Low Tox 0.017718147 Moderate Con 0.383 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for reporting on this. We are tired. I miss my beautiful country. Hopefully we can have our old Canada back one day, when the right person finally gets elected.
Thank you for reporting on this. We are tired. I miss my beautiful country. Hopefully we can have our old Canada back one day, when the right person finally gets elected.
Identity Attack0.004846719
Insult0.0092228865
Profanity0.009493981
Threat0.0067898775
Severe Toxicity0.0007534027
Low Tox 0.015707577 Constructive 0.606 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Compare the way people drive over there, as fast as possible and absolutely zero rules. It's happening in the US as well, so many non drivers that attempt it every day.
Compare the way people drive over there, as fast as possible and absolutely zero rules. It's happening in the US as well, so many non drivers that attempt it every day.
Identity Attack0.0027748393
Insult0.008918885
Profanity0.009767254
Threat0.006265574
Severe Toxicity0.0005698204
Low Tox 0.014953613 Moderate Con 0.498 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh! How I miss the days when Kenny, Harper & co. brought fiscal common sense to the table.
Oh! How I miss the days when Kenny, Harper & co. brought fiscal common sense to the table.
Identity Attack0.0013041744
Insult0.0113509
Profanity0.009818493
Threat0.0057250885
Severe Toxicity0.00044584274
Low Tox 0.014890783 Moderate Con 0.335 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
The only way you can get same day service in Canada is if you apply for MAID then it’s not a problem
The only way you can get same day service in Canada is if you apply for MAID then it’s not a problem
Identity Attack0.0062526376
Insult0.008538882
Profanity0.010143006
Threat0.0061231707
Severe Toxicity0.0006723404
Low Tox 0.014827953 Moderate Con 0.381
Aug 25, 2025 Why Canadians Are Turning Against …
One student was complaining because she was inly allowed by the Gov’t to work 3 days? I’ m even wondering, why complain while they were given the privilege to work while study - even working …
One student was complaining because she was inly allowed by the Gov’t to work 3 days? I’ m even wondering, why complain while they were given the privilege to work while study - even working 5 days a week
Identity Attack0.0023401144
Insult0.009184887
Profanity0.010040528
Threat0.005945166
Severe Toxicity0.0005030632
Low Tox 0.01438814 Moderate Con 0.49 Policy_Critique
Nov 1, 2025 IRCC Names India in Study …
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 …

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.