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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: "It's 50 % now" 206 comments · Page 8 of 9
🇨🇦 Immigration is our greatest strength….ya, right. Maybe back in the 50’s and 60’s.
🇨🇦 Immigration is our greatest strength….ya, right. Maybe back in the 50’s and 60’s.
Identity Attack0.024198212
Insult0.013288911
Profanity0.011543535
Threat0.0072106146
Severe Toxicity0.0017929077
Low Tox 0.04686289 Low Con 0.274 Comparative_Framing
Dec 27, 2025 Deportations From Canada at Their …
Millions of people can’t buy food, homes, pay rent or even enjoy their lives. Drowning in debt for basic goods & we have tax payer money being wasted on this committee to potentially locate less …
Millions of people can’t buy food, homes, pay rent or even enjoy their lives. Drowning in debt for basic goods & we have tax payer money being wasted on this committee to potentially locate less than 50,000 people which reflects 0.12% of the population…. This money would have been better used giving low income ppl a random cash bonus 😩
Identity Attack0.003385304
Insult0.020579277
Profanity0.012073003
Threat0.0063432488
Severe Toxicity0.001168251
Low Tox 0.045131154 Moderate Con 0.449
Oct 1, 2025 IRCC Names India in Study …
just passed the test right now, and the very first thing I wanted to do—before even telling my family—was to leave this comment. I watched the video only once, from the beginning up to question …
just passed the test right now, and the very first thing I wanted to do—before even telling my family—was to leave this comment. I watched the video only once, from the beginning up to question 215. One time only—yes, one time only. Then I took the test, and on my first attempt I passed with 15 correct answers out of 20. I honestly can’t believe it. I didn’t realize how much I knew until I was sitting there answering the questions. About 50% of them came directly from the first 215 questions in the video. I am truly, deeply grateful to everyone who worked on this video. It’s not just good—it’s amazing. After nine years of struggle with this citizenship journey, I finally feel like I can breathe… like I can fly a little. Thank you all, from the bottom of my heart. 🤍
Identity Attack0.0037922803
Insult0.020256994
Profanity0.021603432
Threat0.007573096
Severe Toxicity0.0016975403
Low Tox 0.044636376 Constructive 0.713 Personal_Narrative
Jan 25, 2026 4 likes Canadian Citizenship Test 2025 – …
$50,000 per family. You Canadian tax payers are rich.
$50,000 per family. You Canadian tax payers are rich.
Identity Attack0.01766643
Insult0.02051482
Profanity0.010347961
Threat0.0058286544
Severe Toxicity0.0012779236
Low Tox 0.04216247 Low Con 0.221
Jan 16, 2018 5 likes How much do refugees and …
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated …
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated change. I’ll admit I’ve been in the situation where I forgot which day my bill is coming out and didn’t have my bank account prepared accordingly. Getting slapped with $50+ NSF fees just made it even worse. Nice to see a cap on that now as I felt like companies were abusing it.
Identity Attack0.007214582
Insult0.018129934
Profanity0.014464149
Threat0.0077025536
Severe Toxicity0.0011014938
Low Tox 0.04067813 Constructive 0.76 Policy_Critique
Jan 21, 2026 Canada’s new rules in 2026
Its not just diploma mills. I did an MBA at Schulich School of Business in Toronto from 2021-2023 and about 80% of students were from India. Of that 80%, about 50% barely spoke english and …
Its not just diploma mills. I did an MBA at Schulich School of Business in Toronto from 2021-2023 and about 80% of students were from India. Of that 80%, about 50% barely spoke english and had experience that was substantially less rigorous than the domestic students. I'm glad the government is starting to address this but their scope is too narrow - it is not just "diploma mills", institutions we once thought were reputable are also being diluted and the quality of education is decreasing precipitously across the board as a result.
Identity Attack0.015857628
Insult0.019870255
Profanity0.013029462
Threat0.00666042
Severe Toxicity0.0012397766
Low Tox 0.040430736 Constructive 0.76 Personal_Narrative
Oct 1, 2025 69 likes IRCC Names India in Study …
Higher and train Canadians🇨🇦🇨🇦🇨🇦🇨🇦 Employers hiring foreign workers should pay 50% to 80% taxes on their profits
Higher and train Canadians🇨🇦🇨🇦🇨🇦🇨🇦 Employers hiring foreign workers should pay 50% to 80% taxes on their profits
Identity Attack0.024801146
Insult0.014124917
Profanity0.010587076
Threat0.006433869
Severe Toxicity0.0013160706
Low Tox 0.039935954 Low Con 0.234
Sep 29, 2025 2 likes IRCC Names India in Study …
$50,000/year???? Canadian families don't get anything close to that.
$50,000/year???? Canadian families don't get anything close to that.
Identity Attack0.026207991
Insult0.014162917
Profanity0.010245483
Threat0.006433869
Severe Toxicity0.0011348724
Low Tox 0.03875561 Moderate Con 0.33
Dec 29, 2022 How much do refugees and …
This is totally biased piece, typical of CBC. The last statscan review of refugee claimants had 90% on social assistance after the first year and 50% on welfare after 5 years. Using the Vietnamese boat …
This is totally biased piece, typical of CBC. The last statscan review of refugee claimants had 90% on social assistance after the first year and 50% on welfare after 5 years. Using the Vietnamese boat people as an example is plain wrong as it was a different time and demographic.
Identity Attack0.011617327
Insult0.017936565
Profanity0.009733095
Threat0.0059322207
Severe Toxicity0.0007534027
Low Tox 0.036870047 Constructive 0.613
Jan 19, 2019 How much do refugees and …
I have like 13 gift card from Tim Horton some have $20,$50 and honestly I don’t go
I have like 13 gift card from Tim Horton some have $20,$50 and honestly I don’t go
Identity Attack0.005660672
Insult0.012072904
Profanity0.018734055
Threat0.008298059
Severe Toxicity0.001745224
Low Tox 0.035220183 Moderate Con 0.472
Jan 27, 2026 Inside Canada's Indian Invasion...
12:55 ❤ 14:50 ❤ Hindu Sikh
12:55 ❤ 14:50 ❤ Hindu Sikh
Identity Attack0.027011903
Insult0.019483518
Profanity0.028913507
Threat0.012492486
Severe Toxicity0.0062942505
Low Tox 0.034984488 Low Con 0.278 Meta_Commentary
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of living, under paying jobs, and astronomical Post secondary prices to get basic diplomas I know for a fact that 90's babies will be the last generation to have more then one child. Another issue is the recruitment centers in India, funded by Canadian corporations looking for cheap labor, promising the world to struggling Indians only to back out of every promise they made, and put the burden on the government and Canadians. This plus a lack of population control in India, is set that to have Indians to be over 25% of the global population in the next 50 years.
Identity Attack0.012061302
Insult0.016784932
Profanity0.0128245065
Threat0.0067186756
Severe Toxicity0.0013065338
Low Tox 0.03357032 Constructive 0.641 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
18 thou out...50 thou in. 16 thou out...55 thou in...
18 thou out...50 thou in. 16 thou out...55 thou in...
Identity Attack0.0034223017
Insult0.010856897
Profanity0.016547862
Threat0.009644418
Severe Toxicity0.0018024445
Low Tox 0.03062413 Low Con 0.271 Unverified_Claim
Dec 26, 2025 Deportations From Canada at Their …
When came as a 5 year old 50+ yars ago my family and I were accused of not assimilating so not much has changed. I've got kids half my age telling me to assimilate
When came as a 5 year old 50+ yars ago my family and I were accused of not assimilating so not much has changed. I've got kids half my age telling me to assimilate
Identity Attack0.008435511
Insult0.010666896
Profanity0.01627459
Threat0.0069516995
Severe Toxicity0.0012207031
Low Tox 0.026499467 Constructive 0.586 Personal_Narrative
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
we could have linked immigration to the data points and mandatory rules to ensure temporary workers are paid 50% more than the prevailing market wage to ensure its legitimacy. Unfortunately its runited and far behind …
we could have linked immigration to the data points and mandatory rules to ensure temporary workers are paid 50% more than the prevailing market wage to ensure its legitimacy. Unfortunately its runited and far behind the repair and its still going on without any brakes :'(
Identity Attack0.007473567
Insult0.012072904
Profanity0.010296722
Threat0.00636914
Severe Toxicity0.00084400177
Low Tox 0.026145924 Moderate Con 0.434 Policy_Critique
Jun 29, 2025 1 likes How Canada broke its immigration …
My english isn't good enough to understand clearly what she said about the 50 000 dollars. Can someone explain to me please? Did she say refugees get 50 000 Dollars as a gift to settle …
My english isn't good enough to understand clearly what she said about the 50 000 dollars. Can someone explain to me please? Did she say refugees get 50 000 Dollars as a gift to settle in Canada? Or I understood it wrong?
Identity Attack0.010951365
Insult0.011882903
Profanity0.00993805
Threat0.005964585
Severe Toxicity0.0006532669
Low Tox 0.026028076 Constructive 0.52
Nov 2, 2018 1 likes How much do refugees and …
So what I’m hearing is they squeezed what they need to do over a 50-year period into 5 years. Of course it’s gonna shock the system.
So what I’m hearing is they squeezed what they need to do over a 50-year period into 5 years. Of course it’s gonna shock the system.
Identity Attack0.0024233595
Insult0.011046898
Profanity0.013336895
Threat0.008556974
Severe Toxicity0.0010108948
Low Tox 0.025674535 Low Con 0.222
Jul 7, 2025 1 likes How Canada broke its immigration …
Before u give Trudeau senior any credit , he was the one who started the change in Canada from a producer to a service country from bring in immigrants that produced in the 50’s and …
Before u give Trudeau senior any credit , he was the one who started the change in Canada from a producer to a service country from bring in immigrants that produced in the 50’s and 60’s to bringing in low paying service jobs from the 70’s till now. This decline started 50 years ago
Identity Attack0.0071775843
Insult0.012946909
Profanity0.008938893
Threat0.005825418
Severe Toxicity0.0005698204
Low Tox 0.022256956 Moderate Con 0.468 Policy_Critique
Feb 20, 2026 3 likes LILLEY UNLEASHED: The fall of …
Too much $50,000 really
Too much $50,000 really
Identity Attack0.0036997858
Insult0.010172892
Profanity0.015557245
Threat0.007340072
Severe Toxicity0.0013923645
Low Tox 0.021196328 Moderate Con 0.382
Sep 27, 2019 1 likes How much do refugees and …
No one paid me 50 k in the first place. That’s a down payment for a house dude .
No one paid me 50 k in the first place. That’s a down payment for a house dude .
Identity Attack0.0014059186
Insult0.010096892
Profanity0.012551232
Threat0.0062914654
Severe Toxicity0.0006341934
Low Tox 0.017592486 Low Con 0.271
Oct 19, 2021 How much do refugees and …
now they are moving to Australia where wages are 50% higher
now they are moving to Australia where wages are 50% higher
Identity Attack0.007547563
Insult0.00817788
Profanity0.011560614
Threat0.0064015044
Severe Toxicity0.000834465
Low Tox 0.016838523 Low Con 0.213
Jan 27, 2026 Inside Canada's Indian Invasion...
People who arrived to the land 150 years ago having issue with the people arriving 50 years ago. Growup we need new minds to keep city going thats what happened 150, 50yrs ago and now …
People who arrived to the land 150 years ago having issue with the people arriving 50 years ago. Growup we need new minds to keep city going thats what happened 150, 50yrs ago and now today.
Identity Attack0.0034777985
Insult0.009906891
Profanity0.009716015
Threat0.0063432488
Severe Toxicity0.000705719
Low Tox 0.016838523 Constructive 0.518
Jan 8, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I paid taxes in this country for 50 years now and i dont get anything free ,Healthcare is not free especially when 50%of my paycheck goes to Ottawa ,so why do they get free things …
I paid taxes in this country for 50 years now and i dont get anything free ,Healthcare is not free especially when 50%of my paycheck goes to Ottawa ,so why do they get free things and i pay for it.
Identity Attack0.0039772694
Insult0.009355888
Profanity0.010125926
Threat0.0058416002
Severe Toxicity0.00069618225
Low Tox 0.015393426 Constructive 0.581 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I agree with Michelle somewhat, but she doesn't need to exaggerate. It will be a lot stronger if she gives just the actual numbers. 80% of claimants are legitimate , it's not 50%. I wish …
I agree with Michelle somewhat, but she doesn't need to exaggerate. It will be a lot stronger if she gives just the actual numbers. 80% of claimants are legitimate , it's not 50%. I wish both sides would just stick to facts.
Identity Attack0.0021828737
Insult0.009678889
Profanity0.010296722
Threat0.0063238298
Severe Toxicity0.0005173683
Low Tox 0.014890783 Constructive 0.776 Policy_Critique
Feb 24, 2026 1 likes 'We do know that there's …
Except I’ve WORKED for the benefits I get. I paid taxes for over 60 years. What have they done? Can I have a $50,000 “set up” cheques, too??? And $10,000 for air fare?‽‽!?
Except I’ve WORKED for the benefits I get. I paid taxes for over 60 years. What have they done? Can I have a $50,000 “set up” cheques, too??? And $10,000 for air fare?‽‽!?
Identity Attack0.0015631594
Insult0.008994885
Profanity0.0113215
Threat0.0059257476
Severe Toxicity0.0006532669
Low Tox 0.014011159 Moderate Con 0.438
May 3, 2025 How much do refugees and …

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.