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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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Active: "I am 100 % on …" 238 comments · Page 9 of 10
12.59 HE RIGHT 100%. 100%
12.59 HE RIGHT 100%. 100%
Identity Attack0.004846719
Insult0.010742896
Profanity0.018665737
Threat0.009747985
Severe Toxicity0.0029754639
Low Tox 0.029563503 Low Con 0.287
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
100 percent agree with this video 😅
100 percent agree with this video 😅
Identity Attack0.008176526
Insult0.010020891
Profanity0.02119352
Threat0.009463178
Severe Toxicity0.002708435
Low Tox 0.029445656 Moderate Con 0.472
Aug 27, 2025 Why Canadians Are Turning Against …
But canadian govt wants 100 million... They gonna sign free trade agreements with india soon
But canadian govt wants 100 million... They gonna sign free trade agreements with india soon
Identity Attack0.016460562
Insult0.012376905
Profanity0.010911589
Threat0.006440342
Severe Toxicity0.0010204315
Low Tox 0.02920996 Low Con 0.159
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Middle class is 80 - 100,000
Middle class is 80 - 100,000
Identity Attack0.010581387
Insult0.0113889
Profanity0.0147374235
Threat0.00704232
Severe Toxicity0.0014686584
Low Tox 0.02826718 Low Con 0.273
Jan 3, 2026 93 likes New rules, regulations take effect …
Ain't it something how not even 100 years ago when people had problems with certain people they knew how to make them leave.
Ain't it something how not even 100 years ago when people had problems with certain people they knew how to make them leave.
Identity Attack0.0035702933
Insult0.01306091
Profanity0.012073003
Threat0.0082074385
Severe Toxicity0.00096797943
Low Tox 0.028149333 Moderate Con 0.373
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
That number needs to increase 100 fold
That number needs to increase 100 fold
Identity Attack0.004587734
Insult0.010020891
Profanity0.01893901
Threat0.010265815
Severe Toxicity0.0019550323
Low Tox 0.02685301 Low Con 0.121 Call_To_Action
Dec 27, 2025 1 likes Deportations From Canada at Their …
just a reminder that the ambassador to the usa that was just appointed (wiseman) worked at black rock and started the charity to get canada to 100,000,000 inhabitants through immigration by 2100. who voted for …
just a reminder that the ambassador to the usa that was just appointed (wiseman) worked at black rock and started the charity to get canada to 100,000,000 inhabitants through immigration by 2100. who voted for this?
Identity Attack0.008953481
Insult0.012756908
Profanity0.010040528
Threat0.0062914654
Severe Toxicity0.00093460083
Low Tox 0.026735162 Moderate Con 0.428 Unverified_Claim
Dec 30, 2025 Deportations From Canada at Their …
5:20 100% based and correct.
5:20 100% based and correct.
Identity Attack0.006770608
Insult0.010286893
Profanity0.016957775
Threat0.009074804
Severe Toxicity0.0019073486
Low Tox 0.025910228 Moderate Con 0.423 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
bullseye! i applause your courage! youre 100%. on point
bullseye! i applause your courage! youre 100%. on point
Identity Attack0.0020996283
Insult0.01309891
Profanity0.015044857
Threat0.0068999166
Severe Toxicity0.001206398
Low Tox 0.024613906 Constructive 0.556 Solidarity
Nov 22, 2025 1 likes Why Canadians Are Turning Against …
many canadians apply for 100 jobs and get no job.
many canadians apply for 100 jobs and get no job.
Identity Attack0.012943448
Insult0.010476895
Profanity0.009733095
Threat0.0062526283
Severe Toxicity0.00077724457
Low Tox 0.023553278 Low Con 0.238 Economic_Argument
Feb 22, 2026 1 likes LILLEY UNLEASHED: The fall of …
They absolutely 100 percent come to the US from Canada
They absolutely 100 percent come to the US from Canada
Identity Attack0.011099357
Insult0.008918885
Profanity0.0127561875
Threat0.0060649146
Severe Toxicity0.0009584427
Low Tox 0.02072494 Low Con 0.24 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
this is an old video trudeau gives each one 100 000 a year now per person
this is an old video trudeau gives each one 100 000 a year now per person
Identity Attack0.0026083488
Insult0.011122898
Profanity0.011048226
Threat0.006382086
Severe Toxicity0.00084400177
Low Tox 0.020607091 Moderate Con 0.31
Nov 7, 2018 2 likes How much do refugees and …
79000 students may cross borders to the USA under the biden administration they apply for asylum in US 100%. i know some students they came to in the USA
79000 students may cross borders to the USA under the biden administration they apply for asylum in US 100%. i know some students they came to in the USA
Identity Attack0.0073995716
Insult0.009089886
Profanity0.011184863
Threat0.0063626673
Severe Toxicity0.00071525574
Low Tox 0.020607091 Constructive 0.522 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Breaking point and check the system there must be 100 thousand applications tomorrow
Breaking point and check the system there must be 100 thousand applications tomorrow
Identity Attack0.0035332954
Insult0.009336887
Profanity0.013576009
Threat0.0077802283
Severe Toxicity0.0011730194
Low Tox 0.02048268 Low Con 0.196
Jan 20, 2026 Why Canada’s immigration system has …
100 percent tarrifs on India and Canada
100 percent tarrifs on India and Canada
Identity Attack0.009693438
Insult0.009564889
Profanity0.01084327
Threat0.0069387536
Severe Toxicity0.0010633469
Low Tox 0.02035702 Low Con 0.154 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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...
I agree 100%..we are ALL brought here in hopes of a better life..which means one must assimulate to the countries belief systems and customes..while maintaning your own at the same time..assimulation is just respecting all …
I agree 100%..we are ALL brought here in hopes of a better life..which means one must assimulate to the countries belief systems and customes..while maintaning your own at the same time..assimulation is just respecting all people.
Identity Attack0.0046987277
Insult0.010248893
Profanity0.011902207
Threat0.006097279
Severe Toxicity0.00068187714
Low Tox 0.018974753 Constructive 0.746
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Bro 100% correct. Every single thing about this video is accurate and true.
Bro 100% correct. Every single thing about this video is accurate and true.
Identity Attack0.0042177555
Insult0.009013886
Profanity0.013849284
Threat0.0076766624
Severe Toxicity0.0012683868
Low Tox 0.018095128 Moderate Con 0.488 Meta_Commentary
Aug 25, 2025 10 likes Why Canadians Are Turning Against …
I support this 100 percent.
I support this 100 percent.
Identity Attack0.0049577127
Insult0.008006879
Profanity0.015181494
Threat0.008505191
Severe Toxicity0.0017166138
Low Tox 0.017843807 Moderate Con 0.478 Solidarity
Feb 23, 2026 Canadian immigration officers investigating hundreds …
Just to be clear, federal government and IRCC make decisions on our refugee system and it has doubled since 2017, spending over 2.5 billion in taxpayer dollars. Now it's costing us nearly 100 million to …
Just to be clear, federal government and IRCC make decisions on our refugee system and it has doubled since 2017, spending over 2.5 billion in taxpayer dollars. Now it's costing us nearly 100 million to remove them. All while homelessness population has doubled in Canada over same time period. Forget the figure heads of the parties, don't forget this when you're deciding what party to vote for
Identity Attack0.0045137387
Insult0.009545889
Profanity0.009570839
Threat0.0069646453
Severe Toxicity0.0007677078
Low Tox 0.017341165 Constructive 0.735
Dec 26, 2025 2 likes Deportations From Canada at Their …
only 55%? lets step that up to 100%
only 55%? lets step that up to 100%
Identity Attack0.0032003147
Insult0.007987879
Profanity0.01261955
Threat0.00814271
Severe Toxicity0.0011205673
Low Tox 0.016712861 Low Con 0.241 Call_To_Action
Feb 4, 2026 Deportations From Canada at Their …
I live in Prince George and can 100% confirm the theater story.
I live in Prince George and can 100% confirm the theater story.
Identity Attack0.0036812867
Insult0.009469888
Profanity0.013131939
Threat0.0067445673
Severe Toxicity0.0008678436
Low Tox 0.01633588 Constructive 0.541 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
I agree with Michelle, what she's saying is 100% right
I agree with Michelle, what she's saying is 100% right
Identity Attack0.004680229
Insult0.008006879
Profanity0.013644327
Threat0.007365964
Severe Toxicity0.0012207031
Low Tox 0.015707577 Constructive 0.564 Solidarity
Feb 23, 2026 102 likes 'We do know that there's …
Thank you for covering this! Replacement Theory is real and the immigration population has exploded in Canada. Look into the century initiative, goal is to have Canada's population to 100 million by 2100.
Thank you for covering this! Replacement Theory is real and the immigration population has exploded in Canada. Look into the century initiative, goal is to have Canada's population to 100 million by 2100.
Identity Attack0.006696612
Insult0.00817788
Profanity0.008981592
Threat0.0062267366
Severe Toxicity0.000603199
Low Tox 0.015079274 Constructive 0.625 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Bike guy is 100% truthful and accurate.
Bike guy is 100% truthful and accurate.
Identity Attack0.0032558115
Insult0.009982891
Profanity0.012277958
Threat0.0067898775
Severe Toxicity0.000910759
Low Tox 0.014953613 Moderate Con 0.471 Meta_Commentary
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.