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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: "How's it going to get …" 467 comments · Page 19 of 19
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 would people that "disappear" ever be able to go to hospital, enrol at school, get a driver's licence, loan, mortgage, even tenancy agreement without being 'discovered"? Where do they stay, what do they do?
How would people that "disappear" ever be able to go to hospital, enrol at school, get a driver's licence, loan, mortgage, even tenancy agreement without being 'discovered"? Where do they stay, what do they do?
Identity Attack0.0026453468
Insult0.010742896
Profanity0.010467518
Threat0.007145886
Severe Toxicity0.0008916855
Low Tox 0.021549871 Moderate Con 0.312
Nov 4, 2025 IRCC Names India in Study …
CANADA IS LIKE THAT! WE CAN'T GO TO CANADA .WE ALL GET CHECK ! ASIAN HERE
CANADA IS LIKE THAT! WE CAN'T GO TO CANADA .WE ALL GET CHECK ! ASIAN HERE
Identity Attack0.020465802
Insult0.0029913438
Profanity0.00009030148
Threat0.00020251989
Severe Toxicity0.0000040622645
Low Tox 0.019197736 Unverified_Claim
Dec 11, 2025
You can go to Dubai and get the MRI for a reasonable price. It’s sad but this is the state of our universal heath care today.
You can go to Dubai and get the MRI for a reasonable price. It’s sad but this is the state of our universal heath care today.
Identity Attack0.0056236745
Insult0.010438894
Profanity0.010740792
Threat0.0061749537
Severe Toxicity0.0007247925
Low Tox 0.018849092 Moderate Con 0.444 Economic_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise …
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise to end FPTP? Yeah I had a little hope for that, that could have saved Canada.
Identity Attack0.0027378413
Insult0.012186904
Profanity0.010433359
Threat0.0063108844
Severe Toxicity0.0006580353
Low Tox 0.01834645 Constructive 0.654 Policy_Critique
Jun 21, 2025 1 likes How Canada broke its immigration …
If we practice these questions, Our test , will go well ,and we will get 2o out of 20 marks
If we practice these questions, Our test , will go well ,and we will get 2o out of 20 marks
Identity Attack0.00466173
Insult0.00817788
Profanity0.015079016
Threat0.008556974
Severe Toxicity0.001373291
Low Tox 0.017718147 Moderate Con 0.402
Sep 24, 2025 3 likes Canadian Citizenship Test 2025 – …
How many Ukrainians are vacationing in Russia? Get smart. Don't go.
How many Ukrainians are vacationing in Russia? Get smart. Don't go.
Identity Attack0.014823868
Insult0.0017246281
Profanity0.000062863175
Threat0.0003254312
Severe Toxicity0.0000045505294
Low Tox 0.013718403
Dec 8, 2025
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. …
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. The 2020 pool is used little by little everywhere 10k to 15k per year. So in 3 years 36k applicant processed. This 400% number probably is total received in 2020 vs previous years (process was different) from all over but that many DO NOT get invited to apply.
Identity Attack0.0015354111
Insult0.006724371
Profanity0.009920971
Threat0.0060778605
Severe Toxicity0.00051259995
Low Tox 0.008105109 Constructive 0.582 Unverified_Claim
Jan 20, 2026 2 likes Why Canada’s immigration system has …
If you go to trumpland and get detained by ICE, don't cry to the Canadian Government for help.
If you go to trumpland and get detained by ICE, don't cry to the Canadian Government for help.
Identity Attack0.00081246725
Insult0.0017468884
Profanity0.000041255807
Threat0.0003165573
Severe Toxicity0.0000028341394
Low Tox 0.0073046167
Dec 8, 2025 3 likes
Why would you go through all of that get the drive across and shop? Why would you put yourself through all of that? Do you really need something there that bad that you can’t stay …
Why would you go through all of that get the drive across and shop? Why would you put yourself through all of that? Do you really need something there that bad that you can’t stay out of there?
Identity Attack0.00013909946
Insult0.00069403555
Profanity0.000046308498
Threat0.0001238946
Severe Toxicity0.000002672484
Low Tox 0.0019540174 Question
Dec 9, 2025 1 likes
I remember going into Canada to attend a 16 week log building class. They tore apart my truck and trailer outside and when nothing illegal was found said have a nice time. I could care …
I remember going into Canada to attend a 16 week log building class. They tore apart my truck and trailer outside and when nothing illegal was found said have a nice time. I could care less what difficulties canuks have getting into the USA.
Identity Attack0.00025209007
Insult0.00037682502
Profanity0.00003760204
Threat0.00006585158
Severe Toxicity0.0000024011076
Low Tox 0.0012392753
Dec 8, 2025 1 likes
Hahah I get the last laugh! NOT going
Hahah I get the last laugh! NOT going
Identity Attack0.00004518511
Insult0.00028127842
Profanity0.000030528856
Threat0.000053327785
Severe Toxicity0.000002370198
Low Tox 0.0007206295
Dec 9, 2025
It's getting more and more difficult to want to go on a nice trip. Between the long line ups to enter the countries, filling out paperwork, being treated like a criminal at the border it's …
It's getting more and more difficult to want to go on a nice trip. Between the long line ups to enter the countries, filling out paperwork, being treated like a criminal at the border it's not worth it. I can remember crossing a few years back before COVID my stomach would do flip flops waiting in the line and it should never be like that
Identity Attack0.00007683819
Insult0.00023573764
Profanity0.000022703574
Threat0.000026121497
Severe Toxicity0.0000022189006
Low Tox 0.00061102543 Personal_Narrative
Dec 8, 2025
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need …
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need immigrants to stop from becoming ghost towns. The failure was in the Liberal Party deciding that getting the immigrant vote was how to win elections, so they let immigrants decide where to go, which didn't help the country. I should know.. I owned a 28-suite apt. block in Winnipeg (not even a small town!) and my property value dropped below the mortgage cost because more people were leaving Manitoba than entering at that time. I lost my block. Thanks, Liberal Party of Canada.
Identity Attack0.00016257107
Insult0.0002154967
Profanity0.000020543059
Threat0.000033083004
Severe Toxicity0.0000023985558
Low Tox 0.0006092379
Apr 23, 2025
I wouldn’t release my bank information etc, especially when we hear Americans information is misused. Just don’t go until it gets better.
I wouldn’t release my bank information etc, especially when we hear Americans information is misused. Just don’t go until it gets better.
Identity Attack0.00010748785
Insult0.0001569225
Profanity0.000020508904
Threat0.000041077186
Severe Toxicity0.0000024372614
Low Tox 0.0005314952
Dec 10, 2025 1 likes
Going and loving it, any chance I get to leave trudeau land is a bonus! As your guest stated they want to make sure travelers are not planning on staying in their country....hmmm every border …
Going and loving it, any chance I get to leave trudeau land is a bonus! As your guest stated they want to make sure travelers are not planning on staying in their country....hmmm every border at every country in the world does this in various ways!!
Identity Attack0.00005806109
Insult0.00017108928
Profanity0.000020702953
Threat0.000021759333
Severe Toxicity0.0000023298671
Low Tox 0.00040393107
Dec 11, 2025
This is the beginning all countries they’re going to start doing it get ready
This is the beginning all countries they’re going to start doing it get ready
Identity Attack0.000065073764
Insult0.00012353502
Profanity0.000019866533
Threat0.000027396973
Severe Toxicity0.0000024752674
Low Tox 0.00033513375 Fear_Threat
Dec 8, 2025 1 likes

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.