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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

click to expand

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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Search comment text, filter by category or toxicity level
Active: "You can’t make it make …" 1,431 comments · Page 52 of 58
Open up a turban factory there,you will make much money in Canaduh...
Open up a turban factory there,you will make much money in Canaduh...
Identity Attack0.0058826595
Insult0.014390918
Profanity0.0128245065
Threat0.0068999166
Severe Toxicity0.0013160706
Low Tox 0.03309893 Low Con 0.178 Humor_Satire
Mar 2, 2026 Inside Canada's Indian Invasion...
Why don’t Canadians march towards Parliament with the idea of making their voices heard? Why don’t they organize strikes, gather together, and walk blocking the streets with their signs to make their voices heard, directed …
Why don’t Canadians march towards Parliament with the idea of making their voices heard? Why don’t they organize strikes, gather together, and walk blocking the streets with their signs to make their voices heard, directed at the Liberal government?
Identity Attack0.014752249
Insult0.01313691
Profanity0.010040528
Threat0.009100696
Severe Toxicity0.0012874603
Low Tox 0.032863233 Moderate Con 0.403
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I believe German names actually make up the plurality of Alberta.
I believe German names actually make up the plurality of Alberta.
Identity Attack0.017766917
Insult0.011768902
Profanity0.015420608
Threat0.0068869707
Severe Toxicity0.0016975403
Low Tox 0.032863233 Moderate Con 0.33
Jun 19, 2025 3 likes How Canada broke its immigration …
What did they learn? Can't make coffee or keep washrooms clean or open.
What did they learn? Can't make coffee or keep washrooms clean or open.
Identity Attack0.00224762
Insult0.015720926
Profanity0.011423977
Threat0.006382086
Severe Toxicity0.00088214874
Low Tox 0.032391842 Low Con 0.217 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Good, now make it 100x faster
Good, now make it 100x faster
Identity Attack0.0042177555
Insult0.010970897
Profanity0.021740068
Threat0.01119791
Severe Toxicity0.0025558472
Low Tox 0.032391842 Low Con 0.192 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
They have to make it affordable to have kids. I’m an immigrant myself, on the way to get my citizenship, I’m also having my first child but can’t afford to buy a two bedroom home
They have to make it affordable to have kids. I’m an immigrant myself, on the way to get my citizenship, I’m also having my first child but can’t afford to buy a two bedroom home
Identity Attack0.018369852
Insult0.010438894
Profanity0.014805742
Threat0.006809296
Severe Toxicity0.0012874603
Low Tox 0.032156147 Constructive 0.644 Personal_Narrative
Sep 24, 2025 1 likes Why Canadians Are Turning Against …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, proof that I had paid the college (at least 1st year), English, a Bachelor degree (education), a clear criminal history, and what attach me to my country. I had to study hard, and only after graduation I could have 3y work permit. By working in Canada I could get more point to become a permanent resident. After 2y having my PR, I could get the citizenship, but I had to prove I pay taxes, clear criminal history, and other things that show I would be a good citizen. So, I worked (and still work) hard, I am currently in two jobs and at school taking my masters, I respect the laws, I respect the culture (I never tried to impose mine), and I pay over CAD$10.000 in taxes per year on my income. That said, I feel as a slap on my face when fraudulent and dishonest people are able to be here cheating the system in any way. Some people may say I am an immigrant against immigration. NO, I am in favor of people taking the right path to immigrate, and make real contributions for this country, not coming to be scammers and criminals.
Identity Attack0.0076955543
Insult0.017227544
Profanity0.015079016
Threat0.006492125
Severe Toxicity0.0011730194
Low Tox 0.03192045 Constructive 0.774
Oct 10, 2025 IRCC Names India in Study …
THANK YOU for making this video i am sharing.
THANK YOU for making this video i am sharing.
Identity Attack0.009286462
Insult0.011160898
Profanity0.026317406
Threat0.011741633
Severe Toxicity0.004005432
Low Tox 0.03192045 Constructive 0.507 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the …
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the number of babies that they want. In fact, reward them for having babies, make it cost free like it was in the USSR..... If Canada (or the US) offered free housing, free childcare, and guaranteed jobs (the USSR model), the "labor shortage" and "birth rate crisis" would vanish in 9 months.
Identity Attack0.008361516
Insult0.014504919
Profanity0.010979908
Threat0.0072753434
Severe Toxicity0.0011491776
Low Tox 0.031331215 Constructive 0.53 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
Anyone making less than a living wage just shouldn't have their labour taxed at all
Anyone making less than a living wage just shouldn't have their labour taxed at all
Identity Attack0.0051427023
Insult0.012490907
Profanity0.011406898
Threat0.0066151097
Severe Toxicity0.00093460083
Low Tox 0.03109552 Low Con 0.228 Economic_Argument
Jan 22, 2026 Canada’s new rules in 2026
Why sneak into the US when you can just get a F1 Visa here? That’s how universities make their money here.
Why sneak into the US when you can just get a F1 Visa here? That’s how universities make their money here.
Identity Attack0.009027477
Insult0.012490907
Profanity0.012346277
Threat0.0064597605
Severe Toxicity0.00092983246
Low Tox 0.03109552 Low Con 0.166 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you so much for making this video I got my test today 19/08/2025. I got 18 out of 20🎉🎉🎉
Thank you so much for making this video I got my test today 19/08/2025. I got 18 out of 20🎉🎉🎉
Identity Attack0.0073255757
Insult0.010856897
Profanity0.022013342
Threat0.010913103
Severe Toxicity0.0030326843
Low Tox 0.03109552 Constructive 0.564
Aug 20, 2025 3 likes Canadian Citizenship Test 2025 – …
You Canadians need Trump for president make canada great again
You Canadians need Trump for president make canada great again
Identity Attack0.017967897
Insult0.0115029
Profanity0.012141321
Threat0.0072365063
Severe Toxicity0.0014877319
Low Tox 0.030977672 Low Con 0.237 Comparative_Framing
Aug 26, 2025 Why Canadians Are Turning Against …
Make this guy our new prime minister
Make this guy our new prime minister
Identity Attack0.0041067624
Insult0.0151129225
Profanity0.014600786
Threat0.008323951
Severe Toxicity0.0013542175
Low Tox 0.030977672 Low Con 0.291
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
Everyone should have access to legal aid. That's a given. There's no way to justify any of the other payments while Canadians are living below the poverty line and can't qualify for welfare. Our Veterans …
Everyone should have access to legal aid. That's a given. There's no way to justify any of the other payments while Canadians are living below the poverty line and can't qualify for welfare. Our Veterans are waiting over a year for every application they make for services. Somebody has their priorities mixed up. And why aren't we prosecuting people who cross the border illegally? If I did it, I would be charged.
Identity Attack0.01139534
Insult0.013592913
Profanity0.010074687
Threat0.0071199946
Severe Toxicity0.0010061264
Low Tox 0.030859824 Constructive 0.668
Oct 12, 2018 15 likes How much do refugees and …
time to make CANADA CANADIAN AGAIN.
time to make CANADA CANADIAN AGAIN.
Identity Attack0.014852738
Insult0.011046898
Profanity0.011031146
Threat0.0076507707
Severe Toxicity0.0018501282
Low Tox 0.03062413 Low Con 0.263
Oct 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Homelessness is going to climb there is no plan to stop it, but there is a plan for them to make money off of it
Homelessness is going to climb there is no plan to stop it, but there is a plan for them to make money off of it
Identity Attack0.005956655
Insult0.010400894
Profanity0.0128245065
Threat0.0077284453
Severe Toxicity0.001168251
Low Tox 0.03062413 Low Con 0.221
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like …
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like pilot, surgeon, long shoreman. Are really hard to get. Its no wonder crime is up. If the government doesnt address the price of homes or help make it easier to become a Surgeon so that we can be able to own a home. Crime will continue to tick upwards pretty sure. 70s home in Vancouver 4 bedroom is 1.9 million unrenovated old carpet old fixtures etc on a tight lot can easily see into neighbors house since its so close.
Identity Attack0.0034962974
Insult0.017227544
Profanity0.012038844
Threat0.0071588317
Severe Toxicity0.0009965897
Low Tox 0.030506283 Constructive 0.654 Economic_Argument
Feb 25, 2026 Canadian immigration officers investigating hundreds …
At leash there follow the rules, the culture and dont make any trouble than im ok with it
At leash there follow the rules, the culture and dont make any trouble than im ok with it
Identity Attack0.010581387
Insult0.010362893
Profanity0.018324144
Threat0.008168601
Severe Toxicity0.0015354156
Low Tox 0.030506283 Moderate Con 0.44 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The birth rates are low because no one can afford to have children because you make $21 an hour. $9 to live on can’t support children.
The birth rates are low because no one can afford to have children because you make $21 an hour. $9 to live on can’t support children.
Identity Attack0.00449524
Insult0.011882903
Profanity0.010809111
Threat0.006822242
Severe Toxicity0.0009441376
Low Tox 0.030388435 Low Con 0.234
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Yet, Canada gave away billions of dollars to Ukraine and took in so many Ukrainian refugees, and beg Canadians to make donations to the Food Banks. What gives?
Yet, Canada gave away billions of dollars to Ukraine and took in so many Ukrainian refugees, and beg Canadians to make donations to the Food Banks. What gives?
Identity Attack0.014149316
Insult0.013440913
Profanity0.009733095
Threat0.006162008
Severe Toxicity0.0009441376
Low Tox 0.030388435 Moderate Con 0.373
Jan 3, 2026 6 likes New rules, regulations take effect …
Thanks for making this video i passed my test with full marks!
Thanks for making this video i passed my test with full marks!
Identity Attack0.0074365693
Insult0.010894896
Profanity0.023379711
Threat0.01119791
Severe Toxicity0.0029182434
Low Tox 0.029799197 Constructive 0.519
Dec 7, 2025 4 likes Canadian Citizenship Test 2025 – …
How about cuts in temporary foreign workers? How about making sure the 3.5 million on temporary visas are getting out?
How about cuts in temporary foreign workers? How about making sure the 3.5 million on temporary visas are getting out?
Identity Attack0.016762028
Insult0.010400894
Profanity0.010518758
Threat0.0076119336
Severe Toxicity0.0010871887
Low Tox 0.029563503 Moderate Con 0.331 Policy_Critique
Jan 15, 2026 Canada’s new rules in 2026
I just want to say Thank you for making this video. I pass my exam today and got 19/20 I watched this video twice and got good result . Thanks
I just want to say Thank you for making this video. I pass my exam today and got 19/20 I watched this video twice and got good result . Thanks
Identity Attack0.007917541
Insult0.0107048955
Profanity0.023106437
Threat0.010162249
Severe Toxicity0.0027275085
Low Tox 0.029563503 Constructive 0.608 Personal_Narrative
Jun 5, 2025 4 likes Canadian Citizenship Test 2025 – …

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.