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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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Search comment text, filter by category or toxicity level
Active: "If you trying to be …" 693 comments · Page 26 of 28
You should try to visit the forbidden zones of the Grand Canyon
You should try to visit the forbidden zones of the Grand Canyon
Identity Attack0.005364689
Insult0.014124917
Profanity0.013951761
Threat0.008168601
Severe Toxicity0.0012588501
Low Tox 0.040430736 Low Con 0.263 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I met many Canadians that use Canada as a bridge to try to get to the USA.
I met many Canadians that use Canada as a bridge to try to get to the USA.
Identity Attack0.026207991
Insult0.014428918
Profanity0.012380436
Threat0.007521313
Severe Toxicity0.0015926361
Low Tox 0.03969839 Moderate Con 0.442 Personal_Narrative
Feb 13, 2026 Inside Canada's Indian Invasion...
THANK YOU people need to see this. Trying to get people around the world to understand this has been so exhausting.
THANK YOU people need to see this. Trying to get people around the world to understand this has been so exhausting.
Identity Attack0.0036997858
Insult0.017743196
Profanity0.01354185
Threat0.0068999166
Severe Toxicity0.0010728836
Low Tox 0.03875561 Constructive 0.538
Jan 27, 2026 52 likes Inside Canada's Indian Invasion...
Try adding another zero Global tv
Try adding another zero Global tv
Identity Attack0.004643231
Insult0.013630914
Profanity0.015967157
Threat0.008311004
Severe Toxicity0.0016593933
Low Tox 0.03828422 Low Con 0.226 Meta_Commentary
Feb 18, 2026 8 likes Canadian immigration officers investigating hundreds …
If you can't find a local person to work at your fast food restaurant, try increasing the wage, improving work conditions, providing benefits, having a retention bonus, etc Flying someone 10000 km to an urban …
If you can't find a local person to work at your fast food restaurant, try increasing the wage, improving work conditions, providing benefits, having a retention bonus, etc Flying someone 10000 km to an urban center to work at Tim Hortons only makes economic sense if you plan to exploit them.
Identity Attack0.0029228306
Insult0.015872927
Profanity0.012004685
Threat0.01086132
Severe Toxicity0.0013542175
Low Tox 0.03828422 Moderate Con 0.483
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
This is what Trump is trying to stop.
This is what Trump is trying to stop.
Identity Attack0.003311308
Insult0.017614283
Profanity0.011697251
Threat0.008026198
Severe Toxicity0.0012397766
Low Tox 0.03828422 Low Con 0.178 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
If your claim was rejected you have to leave the country and try again the proper way
If your claim was rejected you have to leave the country and try again the proper way
Identity Attack0.006178642
Insult0.012566907
Profanity0.0127561875
Threat0.008505191
Severe Toxicity0.0010633469
Low Tox 0.03828422 Low Con 0.229 Policy_Critique
Feb 24, 2026 3 likes 'We do know that there's …
CBC does not inform public opinion but tries to form it. This is a typical example of it. It is wrong on so many levels.
CBC does not inform public opinion but tries to form it. This is a typical example of it. It is wrong on so many levels.
Identity Attack0.0027563404
Insult0.02283525
Profanity0.009681856
Threat0.005935457
Severe Toxicity0.00066280365
Low Tox 0.03781283 Moderate Con 0.352
Jan 19, 2019 1 likes How much do refugees and …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around them. They like to to take care of others. They will commonly ask you if you are OK and need water, food, anything. Langar/ community kichen is inbedded in culture and makes sure everyone eats in the same humble setting. They think communally and make sure to ask all parties how they feel about a particular topic, especially before making a decision. They appreciate when you try to understand them. They love when you speak their language. These people are blessed and I love them. I really hope that people bridge the gap between each other and love thy neighbour. God Bless Chardi Kala rahin.
Identity Attack0.020279141
Insult0.017614283
Profanity0.027547138
Threat0.00933372
Severe Toxicity0.0030708313
Low Tox 0.036870047 Constructive 0.817
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Why dont they have that information with them ...when thery are going to get questioned about it in commitee? And in this modern day AI world they should be able to get answers from their …
Why dont they have that information with them ...when thery are going to get questioned about it in commitee? And in this modern day AI world they should be able to get answers from their abundant overpaid staff in real time!!!!Try giving that answerr to your boss in the private sector!!!
Identity Attack0.0031633168
Insult0.018967867
Profanity0.01127026
Threat0.0060131317
Severe Toxicity0.00081062317
Low Tox 0.036162965 Low Con 0.258
Sep 29, 2025 IRCC Names India in Study …
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, …
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, Kerala, the State where most of them come to American Continent!*
Identity Attack0.017967897
Insult0.011996903
Profanity0.012892825
Threat0.0066798385
Severe Toxicity0.0013923645
Low Tox 0.034513097 Moderate Con 0.367 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
The Gvmt is trying to divide us and it's working..
The Gvmt is trying to divide us and it's working..
Identity Attack0.0066596144
Insult0.014428918
Profanity0.013302735
Threat0.008285114
Severe Toxicity0.0012969971
Low Tox 0.034041706 Low Con 0.291 Policy_Critique
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Try going to surrey bc or abbotsford bc its cooked
Try going to surrey bc or abbotsford bc its cooked
Identity Attack0.004606233
Insult0.014504919
Profanity0.0138151245
Threat0.007145886
Severe Toxicity0.0012969971
Low Tox 0.033806015 Moderate Con 0.357 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
They are trying to do this in America
They are trying to do this in America
Identity Attack0.013847848
Insult0.010590895
Profanity0.017504321
Threat0.009359611
Severe Toxicity0.0017642975
Low Tox 0.033806015 Low Con 0.228
Jan 5, 2026 Inside Canada's Indian Metropolis (Brampton)
Temporary Foreign Worker Program is not immigration. Nice try France24. Canadian here and we are not divided.
Temporary Foreign Worker Program is not immigration. Nice try France24. Canadian here and we are not divided.
Identity Attack0.017364962
Insult0.013364912
Profanity0.009869732
Threat0.0059969495
Severe Toxicity0.00091552734
Low Tox 0.032863233 Moderate Con 0.47 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
But we gotta understand who doing it trying to play 1 people off against another
But we gotta understand who doing it trying to play 1 people off against another
Identity Attack0.004920715
Insult0.011046898
Profanity0.017299367
Threat0.010887212
Severe Toxicity0.0014400482
Low Tox 0.032863233 Low Con 0.252
Jan 27, 2026 Inside Canada's Indian Invasion...
Finally, the government is trying to correct the underlying issue related to foreign students and the colleges involvement. All the colleges recruiting international students should adhere to strict rules and regulations . They should not …
Finally, the government is trying to correct the underlying issue related to foreign students and the colleges involvement. All the colleges recruiting international students should adhere to strict rules and regulations . They should not ignore students' bad behaviors and false credentials in order to obtain a student permit in Canada. Also, Canada Immigration also needs to scrutinize both students and colleagues
Identity Attack0.012061302
Insult0.01648093
Profanity0.009681856
Threat0.006246155
Severe Toxicity0.0008249283
Low Tox 0.032156147 Constructive 0.53
Sep 29, 2025 IRCC Names India in Study …
Trying to do same thing in USA, Trump not having it
Trying to do same thing in USA, Trump not having it
Identity Attack0.006178642
Insult0.015340924
Profanity0.011970525
Threat0.0070034824
Severe Toxicity0.0009727478
Low Tox 0.032156147 Low Con 0.152 Comparative_Framing
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
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 …
Tried to have a conversation with my Indian Uber driver. He only responded with "I am here 2 years" and "No English". And that's not an uncommon occurrence anymore.
Tried to have a conversation with my Indian Uber driver. He only responded with "I am here 2 years" and "No English". And that's not an uncommon occurrence anymore.
Identity Attack0.021585498
Insult0.012186904
Profanity0.0128245065
Threat0.0063950317
Severe Toxicity0.001001358
Low Tox 0.03192045 Constructive 0.585 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Also, for those watching who have never lived in Canada, here's a fun little experiment you can try: Go to Radio Garden and go to Brampton's radio stations. Try to find a station in English …
Also, for those watching who have never lived in Canada, here's a fun little experiment you can try: Go to Radio Garden and go to Brampton's radio stations. Try to find a station in English or French (The official languages of Canada). You may or may not notice a pattern. At the time of writing this, out of 6 stations, 5 of them are indian or punjabi.
Identity Attack0.023193322
Insult0.012452906
Profanity0.011697251
Threat0.006537435
Severe Toxicity0.001115799
Low Tox 0.031449065 Moderate Con 0.466
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Okay so we can try and learn about other cultures in a professional way or like educated way but lets be cautious that not everyone may like this
Okay so we can try and learn about other cultures in a professional way or like educated way but lets be cautious that not everyone may like this
Identity Attack0.012340514
Insult0.012110904
Profanity0.0166845
Threat0.007145886
Severe Toxicity0.0012969971
Low Tox 0.031449065 Constructive 0.551 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
This is happening everywhere… Is a globalist agenda… after exhausting the economy and values of the people they try to fix it by bringing digital ID and severe restrictions
This is happening everywhere… Is a globalist agenda… after exhausting the economy and values of the people they try to fix it by bringing digital ID and severe restrictions
Identity Attack0.005512681
Insult0.013706914
Profanity0.010911589
Threat0.0067898775
Severe Toxicity0.0010204315
Low Tox 0.031331215 Low Con 0.26 Unverified_Claim
Oct 26, 2025 41 likes Inside Canada's Indian Metropolis (Brampton)
What is Canadian culture anyway? I moved to Canada (from Italy) in 2008, got my citizenship in 2021, and I am still trying to understand what Canadian culture is. 😮 Is it like American? Please …
What is Canadian culture anyway? I moved to Canada (from Italy) in 2008, got my citizenship in 2021, and I am still trying to understand what Canadian culture is. 😮 Is it like American? Please explain. Thank you.
Identity Attack0.02048012
Insult0.011654901
Profanity0.012038844
Threat0.0062137907
Severe Toxicity0.0011348724
Low Tox 0.03109552 Constructive 0.562 Question
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
We need an ICE team in canada, I think these guys are trying to cover their lack of response in light of what is happening down south.
We need an ICE team in canada, I think these guys are trying to cover their lack of response in light of what is happening down south.
Identity Attack0.004846719
Insult0.017088935
Profanity0.00998929
Threat0.006815769
Severe Toxicity0.001001358
Low Tox 0.030034892 Moderate Con 0.389
Dec 28, 2025 Deportations From Canada at Their …

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.