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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: "Canada is great and should …" 170 comments · Page 6 of 7
Great Video Tyler! I’m glad you made a full video on this issue while being neutral. I never thought I see you do a video on Brampton Ontario Canada. And I’ve boycotted Tim Horton’s.
Great Video Tyler! I’m glad you made a full video on this issue while being neutral. I never thought I see you do a video on Brampton Ontario Canada. And I’ve boycotted Tim Horton’s.
Identity Attack0.006881601
Insult0.020772645
Profanity0.011219022
Threat0.008116818
Severe Toxicity0.0011301041
Low Tox 0.051068526 Constructive 0.714 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
M. Carney's plan is working as intended. We need to keep these expired temporary foreign workers here in Canada, without them, doctors and police officers would be out of work. So keeping them here creates …
M. Carney's plan is working as intended. We need to keep these expired temporary foreign workers here in Canada, without them, doctors and police officers would be out of work. So keeping them here creates more jobs. I don't care how much it costs, we can always raise taxes. On top of that, Lena Diab has great salad recipes..!
Identity Attack0.01766643
Insult0.020321451
Profanity0.012312118
Threat0.0067186756
Severe Toxicity0.0013446808
Low Tox 0.04760506 Constructive 0.837 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
indians are great! we love indians in canada
indians are great! we love indians in canada
Identity Attack0.035331827
Insult0.014124917
Profanity0.021876704
Threat0.008065036
Severe Toxicity0.0026893616
Low Tox 0.045873325 Moderate Con 0.462 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I don't even know if there is an office or representative in Ontario right now! I wish! Their policies (on paper) seem great, and geared more towards a 'Canada first'/'Canadians First' approach. They touch on a lot of topics and there seem to be a lot of things they want to change! But a government is still a government, they will be motivated by money regardless of any good intentions they may have. So if and when things change, WE NEED TO HOLD THEM ACCOUNTABLE! We as the citizens have the power to change things for the better! It's just unfortunate that I see so many people getting pushed down or ignored or hated because they are speaking their mind. Remember, Canada dosen't have laws like the US, our freedoms aren't as protected nor do we have the same freedoms they do (like owning and protecting your own property, or self defense!) We as people need to start being honest and expressing things instead of being terrified of the backlash (of which there will be in these times). The only way we can make progress is by deciding to get out of our comfort zones and standing for what is right! For the freedoms and protections we deserve! To make a future worth living for us and our children! It will not be easy, but when is change ever easy? I hope that one day I won't be terrified of the thought of bringing a life into this world and country. I hope I can be stable enough to be able to give my future children a decent life. But right now? I would never want to have children, things are too unstable and I don't want to bring a child into this country and force them to live a terrible life they never asked for! I desperately want to be able to keep hoping for a better future, a better country, and people who can enjoy their lives instead of constantly worrying and stressing about everything. I hope some can consider looking into the Libertarian party as well! They may be small right now, but they seem to be wanting to right the wrongs that have occured.
Identity Attack0.011247349
Insult0.022448512
Profanity0.015932998
Threat0.00704232
Severe Toxicity0.0015640259
Low Tox 0.045378547 Constructive 0.875 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
why is everyone in canada a great value jordan peterson or Sagar?
why is everyone in canada a great value jordan peterson or Sagar?
Identity Attack0.01756594
Insult0.019934712
Profanity0.011133623
Threat0.006194372
Severe Toxicity0.0013828278
Low Tox 0.044883765 Low Con 0.229 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadian graduates can't get jobs because they are too many imegant that is terrible for Canadian citizens. Send them back where they came from. Make Canada 🇨🇦 great.
Canadian graduates can't get jobs because they are too many imegant that is terrible for Canadian citizens. Send them back where they came from. Make Canada 🇨🇦 great.
Identity Attack0.014959152
Insult0.01426677
Profanity0.0001346576
Threat0.00043023872
Severe Toxicity0.0000047597664
Low Tox 0.03939067 Economic_Argument
Apr 14, 2025
Congratulations Canada and Great job! 🤣😂🤣😂🤣👍👍👍👍👍
Congratulations Canada and Great job! 🤣😂🤣😂🤣👍👍👍👍👍
Identity Attack0.006770608
Insult0.015036922
Profanity0.01620627
Threat0.006602164
Severe Toxicity0.0019454956
Low Tox 0.036870047 Moderate Con 0.347
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
What I don't understand is why can't they make India a greater place to live? Canada is great because our ancestors fought for our rights and liberties.
What I don't understand is why can't they make India a greater place to live? Canada is great because our ancestors fought for our rights and liberties.
Identity Attack0.02439919
Insult0.012148905
Profanity0.012073003
Threat0.006440342
Severe Toxicity0.0012683868
Low Tox 0.036162965 Constructive 0.668
Nov 26, 2025 Inside Canada's Indian Metropolis (Brampton)
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True. I remember a …
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True. I remember a question about start of the modern energy industry, it had given timefram and what was the energy . I chose the Oil Alberta 1947 , which was correct. It has I think hydroelectricity Quebec 1980 as another answer closest for choice. Another question I remember True false , it has 3 names Question was are these one of the great inventors of Canada. So I would suggest you take note of Greatest inventors of Canada. There are multiple. Many answers of questions are too easy to eliminate because they don't make sense at all. You are mostly between 2 answers easily. If you just study this video I think you'll surely pass 😅. Another question was ; Who are appointed by on the advice of Prime minister? Answers; Memebers of parliement Mayors Senators Citizens Obviously Senators was the answer but answers might differ, so just study the other applicable answers for the questions.
Identity Attack0.0055866763
Insult0.016936934
Profanity0.015215653
Threat0.007353018
Severe Toxicity0.0014209747
Low Tox 0.034984488 Constructive 0.721 Meta_Commentary
Jan 28, 2026 8 likes Canadian Citizenship Test 2025 – …
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)
🤣this is a great video of what is accurately happening in Canada
🤣this is a great video of what is accurately happening in Canada
Identity Attack0.009767435
Insult0.010932897
Profanity0.015113175
Threat0.007534259
Severe Toxicity0.0018978119
Low Tox 0.031449065 Moderate Con 0.326 Solidarity
Feb 10, 2026 Inside Canada's Indian Invasion...
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 …
Oh Great, now they will all move to other Provinces to get to stay in Canada,
Oh Great, now they will all move to other Provinces to get to stay in Canada,
Identity Attack0.013847848
Insult0.012946909
Profanity0.010518758
Threat0.006530962
Severe Toxicity0.0012493134
Low Tox 0.030506283 Low Con 0.238
Nov 25, 2025 1 likes Quebec Ends Economic Immigration Program …
Trump did Canada a great favor by blowing the lid off Trudeau's mishandling of the country.
Trump did Canada a great favor by blowing the lid off Trudeau's mishandling of the country.
Identity Attack0.0022154092
Insult0.009434926
Profanity0.00019058498
Threat0.00053585257
Severe Toxicity0.0000042998586
Low Tox 0.030325199 Policy_Critique
Mar 10, 2026 Canada's tighter immigration policy divides …
It's being hidden because RCMP don't have the resources. There are fentanyl shop's setup all across Canada to boot. A great Vancouver born journalist exposes all of it. Forgot her name but look her up.
It's being hidden because RCMP don't have the resources. There are fentanyl shop's setup all across Canada to boot. A great Vancouver born journalist exposes all of it. Forgot her name but look her up.
Identity Attack0.0033298072
Insult0.015796926
Profanity0.010279642
Threat0.0067963502
Severe Toxicity0.0007581711
Low Tox 0.027324399 Constructive 0.679 Unverified_Claim
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
Retired canadians RNs served canada 25 to 35 yrs and can not get a Doctor. We are not training our own young canadians, look how many doctors trained in canada are foreign. Also the doctors …
Retired canadians RNs served canada 25 to 35 yrs and can not get a Doctor. We are not training our own young canadians, look how many doctors trained in canada are foreign. Also the doctors that used to migrate in 70s, 80s 90s often British Scottish, Irish, South Africans with a different work ethic and most were surgeons and anesthesiologists or obstetricians. Great skill sets.
Identity Attack0.013948337
Insult0.012224905
Profanity0.00998929
Threat0.006039023
Severe Toxicity0.0009536743
Low Tox 0.025792383 Constructive 0.717 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
This explains why the country doesn't feel like Canada anymore and why you can't find a job/home to save your life. Great video, very informative.
This explains why the country doesn't feel like Canada anymore and why you can't find a job/home to save your life. Great video, very informative.
Identity Attack0.008509507
Insult0.011882903
Profanity0.009493981
Threat0.006207318
Severe Toxicity0.00092983246
Low Tox 0.023199737 Constructive 0.621 Identity_Assertion
Jun 20, 2025 5 likes How Canada broke its immigration …
As a Pakistani Canadian I respect Canadians , love Canadian culture. Canada is our chosen homeland and we truly love this great country. I raise two daughters here and one is a successful professional civil …
As a Pakistani Canadian I respect Canadians , love Canadian culture. Canada is our chosen homeland and we truly love this great country. I raise two daughters here and one is a successful professional civil engineer and second is a chartered accountant.
Identity Attack0.009989422
Insult0.009279887
Profanity0.013131939
Threat0.006874025
Severe Toxicity0.0012111664
Low Tox 0.019854378 Constructive 0.713 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Respect the law of Canada. We as an immigrant be great full for giving as the opportunity. Respect ❤ Canada
Respect the law of Canada. We as an immigrant be great full for giving as the opportunity. Respect ❤ Canada
Identity Attack0.011247349
Insult0.008785884
Profanity0.01173141
Threat0.0064144502
Severe Toxicity0.0009059906
Low Tox 0.019603057 Constructive 0.565 Solidarity
Aug 26, 2025 Why Canadians Are Turning Against …
Thank you for covering this! 💯 Quite honestly Canada went down the drain and we all notice it, see it, experience it. This needs to be talked about a lot more and you did a …
Thank you for covering this! 💯 Quite honestly Canada went down the drain and we all notice it, see it, experience it. This needs to be talked about a lot more and you did a great job starting that conversation 💯💯
Identity Attack0.0053276913
Insult0.009678889
Profanity0.011458136
Threat0.006162008
Severe Toxicity0.0007343292
Low Tox 0.01608456 Constructive 0.64
Jan 27, 2026 Inside Canada's Indian Invasion...
MAKE CANADA GREAT AGAIN
MAKE CANADA GREAT AGAIN
Identity Attack0.0054756827
Insult0.008025879
Profanity0.0127561875
Threat0.007314181
Severe Toxicity0.0013828278
Low Tox 0.015581916 Low Con 0.23 Call_To_Action
Mar 3, 2026 Inside Canada's Indian Invasion...
Make Canada great again
Make Canada great again
Identity Attack0.0055496786
Insult0.007911879
Profanity0.012722028
Threat0.0072365063
Severe Toxicity0.0011634827
Low Tox 0.014702292 Moderate Con 0.326 Identity_Assertion
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
Make Canada great again
Make Canada great again
Identity Attack0.0055496786
Insult0.007911879
Profanity0.012722028
Threat0.0072365063
Severe Toxicity0.0011634827
Low Tox 0.014702292 Moderate Con 0.326 Identity_Assertion
Sep 8, 2025 2 likes Why Canadians Are Turning Against …
Make Canada great again..
Make Canada great again..
Identity Attack0.004643231
Insult0.008006879
Profanity0.011236101
Threat0.0068287146
Severe Toxicity0.0010108948
Low Tox 0.013131535 Moderate Con 0.328 Identity_Assertion
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Make Canada Great Again
Make Canada Great Again
Identity Attack0.0049577127
Insult0.0075698765
Profanity0.012414595
Threat0.007094103
Severe Toxicity0.0011205673
Low Tox 0.012817383 Low Con 0.291
Feb 23, 2019 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.