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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: "We have the same issue …" 441 comments · Page 17 of 18
We fixed these issues recently in the states 😂
We fixed these issues recently in the states 😂
Identity Attack0.005512681
Insult0.009146886
Profanity0.017026093
Threat0.00756015
Severe Toxicity0.001335144
Low Tox 0.021432023 Moderate Con 0.358 Comparative_Framing
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Finally, someone trying to do something about this issue
Finally, someone trying to do something about this issue
Identity Attack0.00466173
Insult0.008899884
Profanity0.016069634
Threat0.00948907
Severe Toxicity0.0015163422
Low Tox 0.021314176 Moderate Con 0.368 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
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 wish i had a fulltime job that pays me $21 an hour. Shes doing a lot better than most people for sure. Its not only the youth that arw having a hard time finding …
I wish i had a fulltime job that pays me $21 an hour. Shes doing a lot better than most people for sure. Its not only the youth that arw having a hard time finding work, its ALL ages. People get laid off then have these same issues
Identity Attack0.0027378413
Insult0.00971689
Profanity0.012961143
Threat0.0063367756
Severe Toxicity0.00067710876
Low Tox 0.018723432 Constructive 0.732
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
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 …
Wow.... That's.... Underwhelming. We have quite a few issues going on and I have a hard time believing that's the best they could come up with.
Wow.... That's.... Underwhelming. We have quite a few issues going on and I have a hard time believing that's the best they could come up with.
Identity Attack0.0028673338
Insult0.009982891
Profanity0.014395831
Threat0.00704232
Severe Toxicity0.0010299683
Low Tox 0.018095128 Moderate Con 0.472 Policy_Critique
Jan 20, 2026 1 likes Canada’s new rules in 2026
Thank you for this video - I've been doing a deep dive on this exact issue on my channel - and to answer the 'why', I think it's precisely as you said - it adds …
Thank you for this video - I've been doing a deep dive on this exact issue on my channel - and to answer the 'why', I think it's precisely as you said - it adds billions to the economy. The challenge the govt didn't think about is social cohesion.
Identity Attack0.0043657473
Insult0.009165886
Profanity0.013644327
Threat0.007145886
Severe Toxicity0.00091552734
Low Tox 0.018095128 Constructive 0.834 Policy_Critique
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you for bringing this to light. As a Canadian near video location - this is a massive issues to us here.
Thank you for bringing this to light. As a Canadian near video location - this is a massive issues to us here.
Identity Attack0.006437627
Insult0.009393888
Profanity0.00998929
Threat0.006440342
Severe Toxicity0.0006532669
Low Tox 0.017341165 Constructive 0.635 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
This is an issue thats all across canada
This is an issue thats all across canada
Identity Attack0.008657498
Insult0.008462882
Profanity0.010023449
Threat0.006259101
Severe Toxicity0.00076293945
Low Tox 0.017215505 Moderate Con 0.406 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Having the same issue in Central California as well they are everywhere
Having the same issue in Central California as well they are everywhere
Identity Attack0.006770608
Insult0.008747884
Profanity0.01086035
Threat0.0064079775
Severe Toxicity0.0007390976
Low Tox 0.017089844 Moderate Con 0.425 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
So happy to see someone talk about this issue
So happy to see someone talk about this issue
Identity Attack0.0047357255
Insult0.008044879
Profanity0.016342908
Threat0.008168601
Severe Toxicity0.0012969971
Low Tox 0.016838523 Moderate Con 0.462 Solidarity
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
People who arrived to the land 150 years ago having issue with the people arriving 50 years ago. Growup we need new minds to keep city going thats what happened 150, 50yrs ago and now …
People who arrived to the land 150 years ago having issue with the people arriving 50 years ago. Growup we need new minds to keep city going thats what happened 150, 50yrs ago and now today.
Identity Attack0.0034777985
Insult0.009906891
Profanity0.009716015
Threat0.0063432488
Severe Toxicity0.000705719
Low Tox 0.016838523 Constructive 0.518
Jan 8, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Yes someones finally addressing the issue
Yes someones finally addressing the issue
Identity Attack0.0042732526
Insult0.00819688
Profanity0.014771583
Threat0.0086087575
Severe Toxicity0.0013160706
Low Tox 0.016587202 Moderate Con 0.31 Call_To_Action
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Hello...I gave my test yesterday. Got 17/20. My Webcam stopped right after the test started (first question was on the screen). So, it asked me sign in again. I did so and it went all …
Hello...I gave my test yesterday. Got 17/20. My Webcam stopped right after the test started (first question was on the screen). So, it asked me sign in again. I did so and it went all well after that. Anyone experienced that? Will it be an issue for my test while they review? Please let me know. Update: I got my test marked as Completed in the tracker. I did not give second test.
Identity Attack0.004846719
Insult0.008557882
Profanity0.016547862
Threat0.008841781
Severe Toxicity0.0011634827
Low Tox 0.016210219 Constructive 0.722 Question
Feb 10, 2026 1 likes Canadian Citizenship Test 2025 – …
78 million is a fraction of the money gifted to Ukraine, and on top of it the support payments to Ukrainians in Canada... if its about money there are other pressing issues.
78 million is a fraction of the money gifted to Ukraine, and on top of it the support payments to Ukrainians in Canada... if its about money there are other pressing issues.
Identity Attack0.0069185994
Insult0.009089886
Profanity0.009374423
Threat0.0061231707
Severe Toxicity0.0006079674
Low Tox 0.015519086 Moderate Con 0.482
Jan 12, 2026 Deportations From Canada at Their …
Why can't they take responsibility for allowing students to enter Canada ? Why didn't they do proper checks while issuing visa? Students entered only with visa approval. Why visa officers not doing their duty ?
Why can't they take responsibility for allowing students to enter Canada ? Why didn't they do proper checks while issuing visa? Students entered only with visa approval. Why visa officers not doing their duty ?
Identity Attack0.0046247323
Insult0.008747884
Profanity0.009417122
Threat0.006097279
Severe Toxicity0.00062942505
Low Tox 0.01438814 Moderate Con 0.333
Sep 29, 2025 IRCC Names India in Study …
Glad you're highlighting the real issues man.
Glad you're highlighting the real issues man.
Identity Attack0.002192123
Insult0.009089886
Profanity0.011099464
Threat0.006653947
Severe Toxicity0.0006914139
Low Tox 0.0143253105 Moderate Con 0.469 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Thank you for covering this. It’s a serious issue here.
Thank you for covering this. It’s a serious issue here.
Identity Attack0.0019053896
Insult0.008557882
Profanity0.010313802
Threat0.0062849927
Severe Toxicity0.000603199
Low Tox 0.014011159 Moderate Con 0.431
Jan 27, 2026 Inside Canada's Indian Invasion...
The cost is not the issue. How much is the damage keeping things going as they are now is the problem. CBSA data says not to much. It's just a side of the coin.
The cost is not the issue. How much is the damage keeping things going as they are now is the problem. CBSA data says not to much. It's just a side of the coin.
Identity Attack0.0015354111
Insult0.009032886
Profanity0.010262563
Threat0.006479179
Severe Toxicity0.00059604645
Low Tox 0.013822667 Constructive 0.518
Dec 24, 2025 1 likes Deportations From Canada at Their …
Governments should issue only working visas for several years to evaluate demographics, jobs available , and available housing
Governments should issue only working visas for several years to evaluate demographics, jobs available , and available housing
Identity Attack0.004162259
Insult0.0075888764
Profanity0.0103992
Threat0.006530962
Severe Toxicity0.0006246567
Low Tox 0.013320025 Low Con 0.247 Policy_Critique
Mar 1, 2026 Inside Canada's Indian Invasion...
Thank you for shining a light on this issue.
Thank you for shining a light on this issue.
Identity Attack0.003089321
Insult0.0086718835
Profanity0.013063621
Threat0.007922632
Severe Toxicity0.0009965897
Low Tox 0.013005874 Moderate Con 0.436 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for bringing global attention to this issue.
Thank you for bringing global attention to this issue.
Identity Attack0.004125261
Insult0.0077028773
Profanity0.01354185
Threat0.007819066
Severe Toxicity0.0009918213
Low Tox 0.01225191 Moderate Con 0.444 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It has to change. These are issues that can be addresses right away.
It has to change. These are issues that can be addresses right away.
Identity Attack0.0032003147
Insult0.0074368757
Profanity0.012380436
Threat0.0074954215
Severe Toxicity0.0008010864
Low Tox 0.011874928 Low Con 0.262 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
It was never an example, it was a laboratory. Notice how the same issues happened wherever this experiment was conducted?
It was never an example, it was a laboratory. Notice how the same issues happened wherever this experiment was conducted?
Identity Attack0.0016279058
Insult0.0074178753
Profanity0.010125926
Threat0.0063950317
Severe Toxicity0.00054597855
Low Tox 0.011560776 Low Con 0.181 Unverified_Claim
Feb 17, 2026 10 likes LILLEY UNLEASHED: The fall of …
Great Content Man, appreciate this sort of stuff as a Torontonian and Canadian, Shining light on important issues
Great Content Man, appreciate this sort of stuff as a Torontonian and Canadian, Shining light on important issues
Identity Attack0.0038477771
Insult0.007797878
Profanity0.011441057
Threat0.006815769
Severe Toxicity0.0008010864
Low Tox 0.011497946 Constructive 0.611 Solidarity
Jan 27, 2026 11 likes 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.