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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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Active: "At the end, why are …" 354 comments · Page 14 of 15
There are too many people who are oblivious to the end game.
There are too many people who are oblivious to the end game.
Identity Attack0.0034223017
Insult0.014504919
Profanity0.013029462
Threat0.007249452
Severe Toxicity0.0008773804
Low Tox 0.032627538 Low Con 0.178 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canadian taxpayers end up paying for it all
Canadian taxpayers end up paying for it all
Identity Attack0.01465176
Insult0.0129089095
Profanity0.011509376
Threat0.0070034824
Severe Toxicity0.0012493134
Low Tox 0.032391842 Low Con 0.244
Jan 17, 2026 2 likes 2.9 million Canadian temporary visas …
A change in Government is way past due ... is there still time to prevent the end of Canada as an independent democracy? It's very doubtful!
A change in Government is way past due ... is there still time to prevent the end of Canada as an independent democracy? It's very doubtful!
Identity Attack0.007288578
Insult0.016100928
Profanity0.010313802
Threat0.0071070488
Severe Toxicity0.0011110306
Low Tox 0.03192045 Moderate Con 0.358 Call_To_Action
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
End TFW
End TFW
Identity Attack0.0042732526
Insult0.012034904
Profanity0.02385794
Threat0.009230154
Severe Toxicity0.0025749207
Low Tox 0.029799197 Moderate Con 0.389
Sep 29, 2025 IRCC Names India in Study …
I'd like to see a video explaining how refugees give back more than they gain in the beginning, as you claimed at the end?
I'd like to see a video explaining how refugees give back more than they gain in the beginning, as you claimed at the end?
Identity Attack0.01465176
Insult0.010666896
Profanity0.011406898
Threat0.0067963502
Severe Toxicity0.0009441376
Low Tox 0.029445656 Moderate Con 0.48
Dec 24, 2018 63 likes How much do refugees and …
They will come here and demand. They don’t work to get money at the end of the year coz they are low-income. Working people's kids don’t get anything while those who sit at home get …
They will come here and demand. They don’t work to get money at the end of the year coz they are low-income. Working people's kids don’t get anything while those who sit at home get more money for their kids.
Identity Attack0.0058086636
Insult0.015796926
Profanity0.010638315
Threat0.006003422
Severe Toxicity0.00077724457
Low Tox 0.028856417 Moderate Con 0.369
Aug 26, 2025 Why Canadians Are Turning Against …
Did Warren say that the control was lost at the tail end of the Trudeau government? Being honest, it was lost BEFORE that??
Did Warren say that the control was lost at the tail end of the Trudeau government? Being honest, it was lost BEFORE that??
Identity Attack0.0022291208
Insult0.015720926
Profanity0.010587076
Threat0.0059775305
Severe Toxicity0.00062942505
Low Tox 0.026145924 Moderate Con 0.378 Question
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I think they are ending up in Raleigh Nc just saying 🤔
I think they are ending up in Raleigh Nc just saying 🤔
Identity Attack0.006770608
Insult0.010590895
Profanity0.013371054
Threat0.0082074385
Severe Toxicity0.0012397766
Low Tox 0.025792383 Moderate Con 0.412 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
What happened in the end????
What happened in the end????
Identity Attack0.0024418586
Insult0.008557882
Profanity0.017367685
Threat0.008323951
Severe Toxicity0.0014972687
Low Tox 0.024849601 Moderate Con 0.329 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler, I really appreciate everything you do and have done to shed light on some of these things for everyone. But man, I worry you're gonna end up seriously injured, or worse. I fear for …
Tyler, I really appreciate everything you do and have done to shed light on some of these things for everyone. But man, I worry you're gonna end up seriously injured, or worse. I fear for your safety. I honestly wish you wouldn't do some of these undercover operations. It's not worth it! However, God bless you and please be safe.
Identity Attack0.0014984132
Insult0.010818896
Profanity0.011184863
Threat0.009437286
Severe Toxicity0.0010490417
Low Tox 0.024142517 Constructive 0.75 Solidarity
Mar 1, 2026 Inside Canada's Indian Invasion...
Is /pol/ a never ending steam of content ideas for homeboy?
Is /pol/ a never ending steam of content ideas for homeboy?
Identity Attack0.00466173
Insult0.010362893
Profanity0.018392462
Threat0.0074048014
Severe Toxicity0.0013160706
Low Tox 0.022728346 Low Con 0.183
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I took my test today (07/16/25) and I scored 20/20. This video was super helpful. I read the guide book, then went through the video twice from start to the end (yesterday and today). Thanks …
I took my test today (07/16/25) and I scored 20/20. This video was super helpful. I read the guide book, then went through the video twice from start to the end (yesterday and today). Thanks a lot to the person(s) that put the video together.
Identity Attack0.0073255757
Insult0.009108886
Profanity0.02071529
Threat0.010550622
Severe Toxicity0.0021648407
Low Tox 0.022610499 Constructive 0.654 Meta_Commentary
Jul 16, 2025 12 likes Canadian Citizenship Test 2025 – …
This reminds me of the Nova Scotia and new Brunswick border during covid 19!!! I live in new Brunswicks and to be allowed in Nova Scotia for end of life visit l had apply for …
This reminds me of the Nova Scotia and new Brunswick border during covid 19!!! I live in new Brunswicks and to be allowed in Nova Scotia for end of life visit l had apply for a expetion to avoid a month quarantine to dr Robert strange personality and he denied!!!! So who cares what President Donald Trump says let's arrest dr Robert strange!!!!!! Nova Scotia tooooppppppppppppppppp doctor!!!!!
Identity Attack0.00032591706
Insult0.003249761
Profanity0.00015556572
Threat0.007385208
Severe Toxicity0.000010820748
Low Tox 0.022022238
Dec 8, 2025 8 likes
Can someone explain the ending
Can someone explain the ending
Identity Attack0.003921773
Insult0.007778878
Profanity0.018324144
Threat0.009307829
Severe Toxicity0.0015449524
Low Tox 0.020960633 Low Con 0.283 Question
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
Where the end tho..?
Where the end tho..?
Identity Attack0.003144818
Insult0.008424882
Profanity0.016889455
Threat0.008453408
Severe Toxicity0.0014209747
Low Tox 0.020607091 Moderate Con 0.343 Meta_Commentary
Jan 27, 2026 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...
This is happening forever… I met a guy in Montreal that was in a refugee process for 5/6 years , and at the end he was send out canada. In 2005. Living at the expense …
This is happening forever… I met a guy in Montreal that was in a refugee process for 5/6 years , and at the end he was send out canada. In 2005. Living at the expense of Canada from wealth-fare.
Identity Attack0.005401687
Insult0.009982891
Profanity0.009476901
Threat0.006058442
Severe Toxicity0.0006723404
Low Tox 0.018723432 Constructive 0.597 Personal_Narrative
Nov 20, 2025 6 likes Thousands of refugees allowed into …
I have an issue to pick with the framing of policy change as “changing the rule in the middle of the match” because “the match” has a clear time stamp for beginning and end. So …
I have an issue to pick with the framing of policy change as “changing the rule in the middle of the match” because “the match” has a clear time stamp for beginning and end. So when would it be appropriate for the government to make changes? A soccer game last for about 90 minutes, how long should an immigration pathway last?
Identity Attack0.0071035884
Insult0.008823884
Profanity0.010296722
Threat0.006485652
Severe Toxicity0.00071525574
Low Tox 0.01859777 Moderate Con 0.472 Policy_Critique
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise …
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise to end FPTP? Yeah I had a little hope for that, that could have saved Canada.
Identity Attack0.0027378413
Insult0.012186904
Profanity0.010433359
Threat0.0063108844
Severe Toxicity0.0006580353
Low Tox 0.01834645 Constructive 0.654 Policy_Critique
Jun 21, 2025 1 likes How Canada broke its immigration …
Can anyone explain what was going to happen at the end?
Can anyone explain what was going to happen at the end?
Identity Attack0.0023216156
Insult0.007123374
Profanity0.013780965
Threat0.008919456
Severe Toxicity0.0011968613
Low Tox 0.01822079 Low Con 0.24 Question
Feb 3, 2026 3 likes Inside Canada's Indian Invasion...
Just took the test, got 19/20 (July 2025). This video was of great help. Read the study once and watched this once video from start till end, and I was all set. Thanks for sharing …
Just took the test, got 19/20 (July 2025). This video was of great help. Read the study once and watched this once video from start till end, and I was all set. Thanks for sharing this video. Also, thanks to everyone for the comments because your testimonies help give credibility.
Identity Attack0.0047727237
Insult0.008557882
Profanity0.015591404
Threat0.008738215
Severe Toxicity0.0014400482
Low Tox 0.016712861 Constructive 0.703 Personal_Narrative
Jul 16, 2025 21 likes Canadian Citizenship Test 2025 – …
Time to get rid of the income tax entirely, it was a temporary measure to fund World War 1 and that ended 106 years ago.
Time to get rid of the income tax entirely, it was a temporary measure to fund World War 1 and that ended 106 years ago.
Identity Attack0.0017666477
Insult0.007968879
Profanity0.010330882
Threat0.0073918556
Severe Toxicity0.0007343292
Low Tox 0.016021729 Moderate Con 0.437 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026
you say they get the same amount but they didnt pay a dime into the system so in the end they get more .
you say they get the same amount but they didnt pay a dime into the system so in the end they get more .
Identity Attack0.0023863618
Insult0.0088618845
Profanity0.013576009
Threat0.0064727063
Severe Toxicity0.0007390976
Low Tox 0.0154562555 Low Con 0.279
Mar 16, 2019 How much do refugees and …
It should be in the millions. End the TFW programs and one way tickets home for a thank you but we're done. One time taxpayer cost not monthly.
It should be in the millions. End the TFW programs and one way tickets home for a thank you but we're done. One time taxpayer cost not monthly.
Identity Attack0.0017943961
Insult0.009564889
Profanity0.010689554
Threat0.006530962
Severe Toxicity0.0007581711
Low Tox 0.015016444 Moderate Con 0.401 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
If we actually want solutions, we should be talking about things like real-time tracking for overstays, linking federal/provincial systems, funding enforcement properly, and setting penalties that are predictable and enforced. Bring in experts not random …
If we actually want solutions, we should be talking about things like real-time tracking for overstays, linking federal/provincial systems, funding enforcement properly, and setting penalties that are predictable and enforced. Bring in experts not random paper pushers for “gotcha” moments. Sessions like this aren’t about fixing the system, they’re about stoking outrage. And more often than not, it ends up targeting vulnerable groups instead of creating policy that actually works.
Identity Attack0.0013596712
Insult0.009146886
Profanity0.010467518
Threat0.006641001
Severe Toxicity0.00061035156
Low Tox 0.013948329 Constructive 0.599 Policy_Critique
Oct 3, 2025 IRCC Names India in Study …

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.