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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: "I was at the Post …" 127 comments · Page 5 of 6
Looks like I’m moving to Brampton Ontario 😎✌️ I will be posting at least 5 videos per day for sure 😅
Looks like I’m moving to Brampton Ontario 😎✌️ I will be posting at least 5 videos per day for sure 😅
Identity Attack0.007214582
Insult0.011882903
Profanity0.01982715
Threat0.010654188
Severe Toxicity0.0026130676
Low Tox 0.03309893 Moderate Con 0.397 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
post peace keepers at the food banks. you'll catch them there.
post peace keepers at the food banks. you'll catch them there.
Identity Attack0.0037367835
Insult0.014428918
Profanity0.0113044195
Threat0.0089712385
Severe Toxicity0.0011062622
Low Tox 0.03309893 Moderate Con 0.325 Humor_Satire
Sep 27, 2025 3 likes IRCC Names India in Study …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond Library, studied the map and etc. Some I remember are: 1. What is the common term for someone elected in Federal elections? A. Riding Winner B. Member of Parliament C. Senate D. Federal Executive. 2. Which of the following represents being Canadian and expresses national identity? A. Symbols like Maple leaf B. Equality C. Unity D. Human Right Commission 3. Jury duty consists of partial jurors and past jurors (in similar meaning) True or False. 4. French and English are: A. Fighting rebellion in 1800s B. French joined hands with Americans to fight against English C. Lived together for 300 years D. All of the above 5. Got a basic question about suffrage movement 6. What are prairie provinces? Saskatchewan, Alberta, Manitoba (SAM) 7. I got a question about provinces from west to east on Canada map. Please look and memorize the provinces locations. 8. Got a question about Peace Arch in Blaine 9. Question about Peace Tower like what was built after first world War. 10. Question about Aboriginals. Ans: First Nations, Metis and Inuits 11. Branches of Parliament Ans: Sovereign, House of commons and Senate 12. Courts do: Ans: Settle disputes These all what I remember. I am not sure which ones I got wrong. Might be in the first 5 I posted here. Test is not difficult but it is better to go through this video multiple times and do some other mock tests as well, in my opinion. Thank you and All the Best 😊
Identity Attack0.010729378
Insult0.017227544
Profanity0.015010698
Threat0.006647474
Severe Toxicity0.0014209747
Low Tox 0.032863233 Constructive 0.818 Personal_Narrative
Feb 10, 2026 21 likes Canadian Citizenship Test 2025 – …
Got mentioned by JimmyTheGiant yet again in a community post. Guaranteed gonna be mentioned by him yet again here.😂
Got mentioned by JimmyTheGiant yet again in a community post. Guaranteed gonna be mentioned by him yet again here.😂
Identity Attack0.0021273769
Insult0.01648093
Profanity0.015386449
Threat0.006861079
Severe Toxicity0.0010347366
Low Tox 0.031449065 Low Con 0.217 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Here I am in a post Jackson world, letting the ads play.
Here I am in a post Jackson world, letting the ads play.
Identity Attack0.004587734
Insult0.01309891
Profanity0.013951761
Threat0.007793174
Severe Toxicity0.0012302399
Low Tox 0.03109552 Moderate Con 0.342 Meta_Commentary
Feb 26, 2026 Inside Canada's Indian Invasion...
cancel every application that's in backlog, accept only students going to post-secondary schools (and even then- that number must be reduced also), and eliminate the TFW program.
cancel every application that's in backlog, accept only students going to post-secondary schools (and even then- that number must be reduced also), and eliminate the TFW program.
Identity Attack0.004236255
Insult0.009982891
Profanity0.01127026
Threat0.00967031
Severe Toxicity0.0011348724
Low Tox 0.028856417 Moderate Con 0.301 Call_To_Action
Jan 19, 2026 27 likes Why Canada’s immigration system has …
This is the system: Student immigrates to Canada on a student Visa, gets a Diploma which they use to get a Post-Graduation Work Permit, this is used to get Permanent Residence (PR). After 3 years …
This is the system: Student immigrates to Canada on a student Visa, gets a Diploma which they use to get a Post-Graduation Work Permit, this is used to get Permanent Residence (PR). After 3 years apply for Citizenship, which makes it easier to bring their parents into Canada. Those parents apply for PR, then wait 3 years, after which they can also apply for Citizenship. If they are 55+ years old, they don't need to take the test or prove they can speak the English. They just apply and get become Citizens. All of this while enjoying the benefits of a Socialized Healthcare, Old Age Pension after 65+, Canada Child Benefit paid to parents with kids under 18, and more. This is not a sustainable economic model, we WILL run out of money. Technically we already have 😂
Identity Attack0.00984143
Insult0.014124917
Profanity0.01265371
Threat0.0065115434
Severe Toxicity0.0011348724
Low Tox 0.028149333 Constructive 0.612 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
@TorontoSun The Libs vision for Canada as a “post-national state” seems to be a Canada that consists of a collection of other Nations.
@TorontoSun The Libs vision for Canada as a “post-national state” seems to be a Canada that consists of a collection of other Nations.
Identity Attack0.014249804
Insult0.013668913
Profanity0.00950252
Threat0.006084333
Severe Toxicity0.0009822845
Low Tox 0.027913637 Low Con 0.224 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
what international talent canada wants ? its just want international money. I am skilled multi device technician (NOC 22311) and have 3 years on canadian experience. repaired over 3000 devices for air canada, canada post, …
what international talent canada wants ? its just want international money. I am skilled multi device technician (NOC 22311) and have 3 years on canadian experience. repaired over 3000 devices for air canada, canada post, bank of montreal, various schools, hospital and colleges. I see no chance to get PR and extend my expiring visa. Government just keep inviting the French speakers.
Identity Attack0.013244915
Insult0.01306091
Profanity0.009869732
Threat0.006149062
Severe Toxicity0.000872612
Low Tox 0.027560094 Constructive 0.583 Personal_Narrative
Jan 20, 2026 1 likes Why Canada’s immigration system has …
Never in my life I thought Tyler would post a video about Brampton Canada 😂. What a surprise
Never in my life I thought Tyler would post a video about Brampton Canada 😂. What a surprise
Identity Attack0.006030651
Insult0.013288911
Profanity0.01402008
Threat0.0066280556
Severe Toxicity0.0012588501
Low Tox 0.026499467 Moderate Con 0.349 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
All international students are required to provide documents and statement letters in their student visa applications to prove that they intend to return to their home countries after their studies. The only thing that is …
All international students are required to provide documents and statement letters in their student visa applications to prove that they intend to return to their home countries after their studies. The only thing that is expected (not guaranteed in any way) is a post-graduation work permit to give them a chance to acquire Canadian work experience and have enough points to apply for permanent residency if they choose to. The government should only be responsible for those who were already selected and approved for residency before changes to the regulations. All future applicants should be evaluated based on the latest changes. That is not new, and all current immigrant citizens had to adapt to the changes to requirements back in their time as well.
Identity Attack0.008250522
Insult0.013820915
Profanity0.011184863
Threat0.0063626673
Severe Toxicity0.0008869171
Low Tox 0.025085296 Constructive 0.622 Policy_Critique
Jan 22, 2026 Why Canada’s immigration system has …
Thank you for posting this. Its a serious problem here.
Thank you for posting this. Its a serious problem here.
Identity Attack0.0023863618
Insult0.011768902
Profanity0.012107162
Threat0.0065956907
Severe Toxicity0.0008678436
Low Tox 0.024967449 Moderate Con 0.47 Policy_Critique
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
I used to watch Tyler for on-the-ground curiosity, but the tone has clearly shifted post-2024. Earlier videos observed problems; recent ones assign blame by implication. Extreme claims go unchallenged, anecdotes replace data, and editing clusters …
I used to watch Tyler for on-the-ground curiosity, but the tone has clearly shifted post-2024. Earlier videos observed problems; recent ones assign blame by implication. Extreme claims go unchallenged, anecdotes replace data, and editing clusters the most inflammatory voices to suggest consensus. That’s not neutral documentation that’s narrative framing. Silence isn’t objectivity, it’s an editorial choice.
Identity Attack0.0022198714
Insult0.013174911
Profanity0.010501678
Threat0.006712203
Severe Toxicity0.00069618225
Low Tox 0.022846194 Constructive 0.537 Meta_Commentary
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
I am a candian living in brampton ontario and thank you for posting this
I am a candian living in brampton ontario and thank you for posting this
Identity Attack0.010063417
Insult0.010362893
Profanity0.016821137
Threat0.007819066
Severe Toxicity0.0016117096
Low Tox 0.022846194 Constructive 0.56 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
This is really good tutorious for me and i will have my exam this month. Thank you whoever posted.
This is really good tutorious for me and i will have my exam this month. Thank you whoever posted.
Identity Attack0.0046247323
Insult0.009127886
Profanity0.018187506
Threat0.008893564
Severe Toxicity0.0015354156
Low Tox 0.02048268 Constructive 0.539 Personal_Narrative
Jul 4, 2025 1 likes Canadian Citizenship Test 2025 – …
My father immigrated to Canada from India in 1961 to complete his PhD, where he met my mother, a local farm girl. They married, and he soon joined Agriculture Canada as a research scientist at …
My father immigrated to Canada from India in 1961 to complete his PhD, where he met my mother, a local farm girl. They married, and he soon joined Agriculture Canada as a research scientist at the Regina Research Station in 1963. Over his remarkable 40-year career, he contributed significantly to the evolution of herbicide research during a transformative era for Canadian agriculture. In the 1960s, as herbicide use surged across the prairies—building on early selective compounds like 2,4-D introduced post-World War II—his work focused on environmental residues and applicator safety, helping refine application methods amid a boom that saw the number of available herbicides in Canada and the U.S. rise from about 25 in 1950 to over 100 by the end of the decade. This period marked the widespread adoption of chemicals for weed control, enabling reduced tillage and boosting crop yields in grain production. By the 1970s, Agriculture Canada's efforts intensified with the introduction of groundbreaking non-selective herbicides like glyphosate, which revolutionized prairie farming by facilitating no-till practices and minimizing soil erosion while controlling persistent weeds. My father's studies on herbicide drift, persistence in air and soil, and human exposure played a key role in ensuring safer, more effective use, aligning with broader innovations that transformed western Canada's grain sector into a global powerhouse. Into the 1980s, as resistance issues emerged and manufacturing processes improved to reduce contaminants like dioxins in phenoxy herbicides, his research supported sustainable advancements, including better monitoring and guidelines that influenced international standards. Through these decades, his pioneering contributions helped develop and optimize herbicides now employed worldwide, fundamentally changing farming practices and enhancing productivity across the vast Canadian prairies.
Identity Attack0.0053276913
Insult0.011920903
Profanity0.011936366
Threat0.006809296
Severe Toxicity0.0009441376
Low Tox 0.019226074 Constructive 0.633 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Yup... and you can post jobs that require another language other than English and French
Yup... and you can post jobs that require another language other than English and French
Identity Attack0.008028535
Insult0.008557882
Profanity0.011236101
Threat0.006084333
Severe Toxicity0.00067710876
Low Tox 0.017592486 Moderate Con 0.331 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Thank you for posting this
Thank you for posting this
Identity Attack0.0042917514
Insult0.008899884
Profanity0.016411226
Threat0.008065036
Severe Toxicity0.0015163422
Low Tox 0.017215505 Moderate Con 0.403 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian, thanks for posting this
As a Canadian, thanks for posting this
Identity Attack0.00776955
Insult0.007968879
Profanity0.012892825
Threat0.0069516995
Severe Toxicity0.0010681152
Low Tox 0.014639461 Moderate Con 0.489
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
As a Canadian thanks for posting this🔥
As a Canadian thanks for posting this🔥
Identity Attack0.0076215584
Insult0.007797878
Profanity0.014600786
Threat0.0072235605
Severe Toxicity0.0012493134
Low Tox 0.01426248 Constructive 0.51 Solidarity
Jan 27, 2026 4,891 likes Inside Canada's Indian Invasion...
The Trudeau Post National State
The Trudeau Post National State
Identity Attack0.0029783275
Insult0.00971689
Profanity0.010467518
Threat0.0061166976
Severe Toxicity0.00074386597
Low Tox 0.013822667 Moderate Con 0.318 Meta_Commentary
Feb 20, 2026 Canadian immigration officers investigating hundreds …
COME TO ALBERTA!! keep posting
COME TO ALBERTA!! keep posting
Identity Attack0.0035702933
Insult0.008253881
Profanity0.01173141
Threat0.0069387536
Severe Toxicity0.0010204315
Low Tox 0.013508516 Low Con 0.277 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
For context with looking for jobs, when I post a position for part time work, I'll have hundreds of applications within a day...... So sifting for good applicants is difficult.
For context with looking for jobs, when I post a position for part time work, I'll have hundreds of applications within a day...... So sifting for good applicants is difficult.
Identity Attack0.0017019014
Insult0.007778878
Profanity0.010125926
Threat0.0061296434
Severe Toxicity0.00046014786
Low Tox 0.010743983 Constructive 0.586
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
as a canadian thankyou for posting this 🙇
as a canadian thankyou for posting this 🙇
Identity Attack0.0045137387
Insult0.0067433715
Profanity0.010672474
Threat0.0065633263
Severe Toxicity0.00074386597
Low Tox 0.008796243 Constructive 0.52 Solidarity
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
Rent prices in my area is finally going down. Lined up directly with the post secondary school year, wonder why.
Rent prices in my area is finally going down. Lined up directly with the post secondary school year, wonder why.
Identity Attack0.0013781702
Insult0.006885872
Profanity0.009733095
Threat0.0059904763
Severe Toxicity0.00044584274
Low Tox 0.008293601 Moderate Con 0.464 Economic_Argument
Jan 19, 2026 14 likes Why Canada’s immigration system has …

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.