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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

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Active: "If your country is so …" 3,912 comments · Page 147 of 157
Two words: Country Caps. Preserve Canadian culture, my family assimilated to Canada when they came generations ago. Now the government is wholesale importing another country's culture and wondering why there are problems.
Two words: Country Caps. Preserve Canadian culture, my family assimilated to Canada when they came generations ago. Now the government is wholesale importing another country's culture and wondering why there are problems.
Identity Attack0.014953227
Insult0.014884921
Profanity0.009536679
Threat0.0059807673
Severe Toxicity0.0009202957
Low Tox 0.034041706 Constructive 0.542
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I'll tell you how it happened. Because we're too nice. We've let this happen because we didn't want to speak up against it. But now our back is against the wall in our own country. …
I'll tell you how it happened. Because we're too nice. We've let this happen because we didn't want to speak up against it. But now our back is against the wall in our own country. We need to stand up eventually.
Identity Attack0.009434453
Insult0.012680908
Profanity0.011902207
Threat0.0078449575
Severe Toxicity0.0011539459
Low Tox 0.034041706 Moderate Con 0.472
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I live in canada, ITS NOT JUST BRAMPTON ITS THE WHOLE COUNTRY, CITIES SMALL TOWNS SUBURBS EVERYWHERE
I live in canada, ITS NOT JUST BRAMPTON ITS THE WHOLE COUNTRY, CITIES SMALL TOWNS SUBURBS EVERYWHERE
Identity Attack0.01374736
Insult0.01302291
Profanity0.013780965
Threat0.006543908
Severe Toxicity0.0016593933
Low Tox 0.03357032 Moderate Con 0.393 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
That country better do something and fast...
That country better do something and fast...
Identity Attack0.009212466
Insult0.013592913
Profanity0.013302735
Threat0.008531082
Severe Toxicity0.0014781952
Low Tox 0.03357032 Low Con 0.231 Fear_Threat
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
If you have a problem with immigration then you need to talk to your government and city council about it. These people are coming legally per your country’s rule, so no point blaming them to …
If you have a problem with immigration then you need to talk to your government and city council about it. These people are coming legally per your country’s rule, so no point blaming them to be there. You should have a problem with your government to stop this not the people.
Identity Attack0.017063495
Insult0.012414906
Profanity0.0103821205
Threat0.0066345283
Severe Toxicity0.00086307526
Low Tox 0.033334624 Constructive 0.59 Moral_Argument
Feb 9, 2026 3 likes Inside Canada's Indian Invasion...
Yep, Canadian here too. This country is united on tightening immigration.
Yep, Canadian here too. This country is united on tightening immigration.
Identity Attack0.019977676
Insult0.011692902
Profanity0.00995513
Threat0.0060778605
Severe Toxicity0.0009918213
Low Tox 0.03309893 Constructive 0.519 Identity_Assertion
Feb 11, 2026 32 likes Canada's tighter immigration policy divides …
I want to say thank you for high lighting this problem in a compassionate and professional manner, this video is not blaming the newcomers, it is the govt who did not have the foresight to …
I want to say thank you for high lighting this problem in a compassionate and professional manner, this video is not blaming the newcomers, it is the govt who did not have the foresight to see a problem before opening the flood gates. My grandpa was an immigrant, my husband's grandparents were as well. They came here with nothing, no handouts, worked hard in this country ❤
Identity Attack0.016058605
Insult0.012376905
Profanity0.013507691
Threat0.006699257
Severe Toxicity0.0011014938
Low Tox 0.03309893 Constructive 0.845
Nov 23, 2025 1 likes Why Canadians Are Turning Against …
Hi, as I mentioned before I prepare myself for citizenship test and I don't have my country password, when I was coming to Canada my country situation was very bad, so Canadian people who were …
Hi, as I mentioned before I prepare myself for citizenship test and I don't have my country password, when I was coming to Canada my country situation was very bad, so Canadian people who were in my country decided to bring me without passport, that's why I don't have my country passport with me. Would it be possible to do the test without preparing some documents like passport?
Identity Attack0.020681098
Insult0.012566907
Profanity0.011389818
Threat0.006427396
Severe Toxicity0.0009918213
Low Tox 0.03309893 Constructive 0.641
Apr 29, 2025 2 likes Canadian Citizenship Test 2025 – …
I miss my country
I miss my country
Identity Attack0.014149316
Insult0.009982891
Profanity0.017982552
Threat0.008285114
Severe Toxicity0.0021743774
Low Tox 0.032863233 Moderate Con 0.468 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
It’s about time the conservatives start getting serious about the state of this country.
It’s about time the conservatives start getting serious about the state of this country.
Identity Attack0.007917541
Insult0.015416925
Profanity0.011782649
Threat0.0073918556
Severe Toxicity0.00096797943
Low Tox 0.032863233 Low Con 0.21 Policy_Critique
Feb 24, 2026 'We do know that there's …
the only country around the globe where you are served in coffee shops and at checkouts in stores by people with higher medical and engineering degrees, since they all came as students
the only country around the globe where you are served in coffee shops and at checkouts in stores by people with higher medical and engineering degrees, since they all came as students
Identity Attack0.011691323
Insult0.013478912
Profanity0.012038844
Threat0.006051969
Severe Toxicity0.0010156631
Low Tox 0.032863233 Moderate Con 0.432
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
India i think spread in many countries!
India i think spread in many countries!
Identity Attack0.021183543
Insult0.0113889
Profanity0.019690514
Threat0.00866054
Severe Toxicity0.0020122528
Low Tox 0.032863233 Moderate Con 0.339 Comparative_Framing
Feb 9, 2026 Inside Canada's Indian Invasion...
Oh and why are we still here, we’re the most expensive country next to 4 outhers 🤦🏻‍♀️
Oh and why are we still here, we’re the most expensive country next to 4 outhers 🤦🏻‍♀️
Identity Attack0.00899048
Insult0.013744914
Profanity0.012175481
Threat0.0061878995
Severe Toxicity0.0011014938
Low Tox 0.032863233 Moderate Con 0.399
Aug 26, 2025 Why Canadians Are Turning Against …
Did he admit he entered a country illegally?
Did he admit he entered a country illegally?
Identity Attack0.012061302
Insult0.0116169015
Profanity0.011389818
Threat0.006220264
Severe Toxicity0.0009202957
Low Tox 0.032627538 Low Con 0.231 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to New Zealand and you'll see exactly the same. Probably a similar experience in many western countries sadly
Come to New Zealand and you'll see exactly the same. Probably a similar experience in many western countries sadly
Identity Attack0.015154205
Insult0.012680908
Profanity0.012585391
Threat0.006874025
Severe Toxicity0.0011539459
Low Tox 0.032627538 Moderate Con 0.5
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
thank you for putting light on this...........WE WANT OUR COUNTRY BACK
thank you for putting light on this...........WE WANT OUR COUNTRY BACK
Identity Attack0.0076215584
Insult0.011768902
Profanity0.0118338885
Threat0.007793174
Severe Toxicity0.0018119812
Low Tox 0.032627538 Moderate Con 0.449 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I miss my country
I miss my country
Identity Attack0.014048826
Insult0.009944891
Profanity0.017914234
Threat0.008259222
Severe Toxicity0.0021743774
Low Tox 0.032627538 Moderate Con 0.464
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Country needs serious help, Canadians will never own homes w these house prices!
Country needs serious help, Canadians will never own homes w these house prices!
Identity Attack0.014752249
Insult0.014504919
Profanity0.009434202
Threat0.006246155
Severe Toxicity0.00096797943
Low Tox 0.032391842 Low Con 0.243 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
The fact we allowed over 3 million temporary work visa all from India should be looked into! What there are no other countries?
The fact we allowed over 3 million temporary work visa all from India should be looked into! What there are no other countries?
Identity Attack0.019776696
Insult0.011312899
Profanity0.011594773
Threat0.0063950317
Severe Toxicity0.0010108948
Low Tox 0.032156147 Moderate Con 0.338 Policy_Critique
Sep 29, 2025 449 likes IRCC Names India in Study …
Do it! We don’t need to support anyone else. Let’s get this country in order and take care of our own first!
Do it! We don’t need to support anyone else. Let’s get this country in order and take care of our own first!
Identity Attack0.006696612
Insult0.0129089095
Profanity0.010723713
Threat0.007301235
Severe Toxicity0.001001358
Low Tox 0.032156147 Moderate Con 0.36
Jan 17, 2026 2.9 million Canadian temporary visas …
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 …
There is a bright side to this; the people going back to their home countries will help lift the standard of living for their country of origin based on the education and skills obtained in …
There is a bright side to this; the people going back to their home countries will help lift the standard of living for their country of origin based on the education and skills obtained in Canada.
Identity Attack0.02037963
Insult0.012338906
Profanity0.009570839
Threat0.006110225
Severe Toxicity0.0010108948
Low Tox 0.03192045 Constructive 0.52
Nov 24, 2025 Quebec Ends Economic Immigration Program …
I want all my money back that I paid taxes for and you took way too much off my cheques if it’s my country and my career and I don’t approve of the last 58 …
I want all my money back that I paid taxes for and you took way too much off my cheques if it’s my country and my career and I don’t approve of the last 58 years of being taken for granted need a great lawyer fighting for me
Identity Attack0.0025158543
Insult0.014314918
Profanity0.012141321
Threat0.0065050707
Severe Toxicity0.00091552734
Low Tox 0.031684756 Constructive 0.543
Aug 29, 2025 Why Canadians Are Turning Against …
You can thank the liberal government for what this country has become.
You can thank the liberal government for what this country has become.
Identity Attack0.009545447
Insult0.0140109155
Profanity0.012551232
Threat0.0066798385
Severe Toxicity0.0013446808
Low Tox 0.031684756 Low Con 0.245
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Supporting the people that come to your country and work hard and pay taxes and help build your country
Supporting the people that come to your country and work hard and pay taxes and help build your country
Identity Attack0.014249804
Insult0.0103248935
Profanity0.012073003
Threat0.006686311
Severe Toxicity0.0012874603
Low Tox 0.031449065 Moderate Con 0.344 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...

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.