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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: "in that sense, all the …" 201 comments · Page 8 of 9
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 see this video as an Indian living happily in India. My neighbourhood is as clean as any Western nation's, if not better. The civic sense is improving (still a way to go). I hope …
I see this video as an Indian living happily in India. My neighbourhood is as clean as any Western nation's, if not better. The civic sense is improving (still a way to go). I hope Canadians get to live the way they want.
Identity Attack0.024198212
Insult0.012452906
Profanity0.012141321
Threat0.0066215824
Severe Toxicity0.0014209747
Low Tox 0.034748793 Constructive 0.744 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Remigration is the common sense position
Remigration is the common sense position
Identity Attack0.0058826595
Insult0.010476895
Profanity0.01627459
Threat0.009825659
Severe Toxicity0.0019073486
Low Tox 0.030034892 Low Con 0.281
Jan 20, 2026 1 likes Why Canada’s immigration system has …
I stayed in an airb&b recently where two of the residents were fresh from India and somehow in the military in Trenton and Quebec. Make it make sense
I stayed in an airb&b recently where two of the residents were fresh from India and somehow in the military in Trenton and Quebec. Make it make sense
Identity Attack0.012240025
Insult0.0114269
Profanity0.011560614
Threat0.0070034824
Severe Toxicity0.0011062622
Low Tox 0.02638162 Moderate Con 0.491 Question
Mar 3, 2026 Inside Canada's Indian Invasion...
You don’t need endless studies and quantifiable evidence to apply a bit of common sense I don’t need a study to tell me to close the window or put on a sweater if it’s cold …
You don’t need endless studies and quantifiable evidence to apply a bit of common sense I don’t need a study to tell me to close the window or put on a sweater if it’s cold in my house The point is there shouldn’t be one extra dollar that’s spent on anything that is outside of Canadian interests
Identity Attack0.0060676485
Insult0.014808921
Profanity0.010057608
Threat0.006003422
Severe Toxicity0.00071048737
Low Tox 0.025910228 Moderate Con 0.419 Policy_Critique
Feb 24, 2026 'We do know that there's …
As an Indian. I agree our govt shud focus on teaching mannerism , civic sense and discipline
As an Indian. I agree our govt shud focus on teaching mannerism , civic sense and discipline
Identity Attack0.013546381
Insult0.011578901
Profanity0.014532468
Threat0.007249452
Severe Toxicity0.0012397766
Low Tox 0.023671126 Moderate Con 0.493 Personal_Narrative
Feb 9, 2026 5 likes Inside Canada's Indian Invasion...
Our system depends on people having some sense of honesty and abiding by the rules. It is clear that some countries do not respect that.
Our system depends on people having some sense of honesty and abiding by the rules. It is clear that some countries do not respect that.
Identity Attack0.008398513
Insult0.011046898
Profanity0.011509376
Threat0.006207318
Severe Toxicity0.000603199
Low Tox 0.023671126 Moderate Con 0.345
Oct 8, 2025 1 likes IRCC Names India in Study …
I complain about getting waiting on CT scans and MRI scans appointments 4-5 weeks outs here in the USA. But 13 months for an appointment! That just makes no sense to live like that.
I complain about getting waiting on CT scans and MRI scans appointments 4-5 weeks outs here in the USA. But 13 months for an appointment! That just makes no sense to live like that.
Identity Attack0.002293867
Insult0.011274899
Profanity0.012482914
Threat0.006375613
Severe Toxicity0.00074386597
Low Tox 0.022610499 Constructive 0.6
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Love this Lady!!! Its all common sense !!
Love this Lady!!! Its all common sense !!
Identity Attack0.005919657
Insult0.0103248935
Profanity0.01805087
Threat0.007417747
Severe Toxicity0.0016403198
Low Tox 0.022256956 Moderate Con 0.411 Meta_Commentary
Feb 24, 2026 1 likes 'We do know that there's …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said here, and the way she said it, makes complete sense. I was a bit disappointed that there are no actual numbers as to how much the government would save, but it doesn't seem like a bad idea to put the legislation in place, and whatever they save is a bonus. imho Be the Change You Wish to See in the World 💖
Identity Attack0.0040512653
Insult0.011730902
Profanity0.011697251
Threat0.0062914654
Severe Toxicity0.00074863434
Low Tox 0.021314176 Constructive 0.763 Policy_Critique
Feb 23, 2026 11 likes 'We do know that there's …
This is why we need to vote Conservative. Common sense plan is the only way.
This is why we need to vote Conservative. Common sense plan is the only way.
Identity Attack0.00569767
Insult0.010476895
Profanity0.010313802
Threat0.0066345283
Severe Toxicity0.0008249283
Low Tox 0.02072494 Moderate Con 0.418 Call_To_Action
Feb 11, 2026 Inside Canada's Indian Invasion...
bike guy made a lot of sense !
bike guy made a lot of sense !
Identity Attack0.0024603575
Insult0.0116169015
Profanity0.013200258
Threat0.006809296
Severe Toxicity0.0011396408
Low Tox 0.02035702 Moderate Con 0.459
Jan 27, 2026 Inside Canada's Indian Invasion...
When you are in another country(even in their own country), please follow the rules and regulations of that place, be kind and friendly to the people there, and be respectful to their culture. One should …
When you are in another country(even in their own country), please follow the rules and regulations of that place, be kind and friendly to the people there, and be respectful to their culture. One should have the civic sense to behave well in a community. ❤
Identity Attack0.009175468
Insult0.00817788
Profanity0.013507691
Threat0.0066345283
Severe Toxicity0.0007867813
Low Tox 0.016964182 Constructive 0.57 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
In my opinion it makes no sense that the government does not know where all these people that are missing that are to leave, if they are getting money from tax payers or health care …
In my opinion it makes no sense that the government does not know where all these people that are missing that are to leave, if they are getting money from tax payers or health care they have to know where they are to receive any of these benefits
Identity Attack0.0032743104
Insult0.00983089
Profanity0.010689554
Threat0.006058442
Severe Toxicity0.00061511993
Low Tox 0.016964182 Moderate Con 0.423 Policy_Critique
Feb 26, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Finally someone with clear mind and common sense.
Finally someone with clear mind and common sense.
Identity Attack0.0020626306
Insult0.010476895
Profanity0.010587076
Threat0.0062526283
Severe Toxicity0.00068187714
Low Tox 0.01633588 Moderate Con 0.317
Sep 28, 2025 8 likes IRCC Names India in Study …
*This is about our home Canada, not party lines.* If you have a job—feel the tremor beneath it. If you have children—hear the thin crack in tomorrow. If you will age—sense the cold wait in …
*This is about our home Canada, not party lines.* If you have a job—feel the tremor beneath it. If you have children—hear the thin crack in tomorrow. If you will age—sense the cold wait in crowded halls. We see it in tents against winter wind, we hear it in ER sirens that never sleep, we feel it in classrooms stretched past breath. This is not red or blue. It is heartbeat and shelter and future. Stand together. Guard the door. Restore the quiet strength of our home—now.
Identity Attack0.0034038029
Insult0.009279887
Profanity0.012551232
Threat0.00713294
Severe Toxicity0.00096797943
Low Tox 0.01633588 Constructive 0.599 Call_To_Action
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Oh! How I miss the days when Kenny, Harper & co. brought fiscal common sense to the table.
Oh! How I miss the days when Kenny, Harper & co. brought fiscal common sense to the table.
Identity Attack0.0013041744
Insult0.0113509
Profanity0.009818493
Threat0.0057250885
Severe Toxicity0.00044584274
Low Tox 0.014890783 Moderate Con 0.335 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Finally common sense
Finally common sense
Identity Attack0.0032743104
Insult0.008272881
Profanity0.014464149
Threat0.007081157
Severe Toxicity0.0011587143
Low Tox 0.013948329 Moderate Con 0.353
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Michelle is right! Lets get back to common sense law and order.
Michelle is right! Lets get back to common sense law and order.
Identity Attack0.0027748393
Insult0.00817788
Profanity0.010040528
Threat0.0064985976
Severe Toxicity0.00067710876
Low Tox 0.0131943645 Moderate Con 0.387 Solidarity
Feb 23, 2026 102 likes 'We do know that there's …
Jason seems to make perfect sense.
Jason seems to make perfect sense.
Identity Attack0.0022013725
Insult0.00808288
Profanity0.012038844
Threat0.006420923
Severe Toxicity0.00074386597
Low Tox 0.010869644 Low Con 0.276 Meta_Commentary
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
100% Common sense! At some point, the Canadian government needs to prioritize Canadian and permanent residents; And let employers cover the cost of discounted private insurance for work permit holders.
100% Common sense! At some point, the Canadian government needs to prioritize Canadian and permanent residents; And let employers cover the cost of discounted private insurance for work permit holders.
Identity Attack0.0039587705
Insult0.007930879
Profanity0.009357343
Threat0.00598724
Severe Toxicity0.0005578995
Low Tox 0.010492661 Constructive 0.57 Policy_Critique
Feb 24, 2026 'We do know that there's …
Only makes sense to avoid everything USA whenever possible 😊
Only makes sense to avoid everything USA whenever possible 😊
Identity Attack0.0015827361
Insult0.00083999167
Profanity0.00004579796
Threat0.002267128
Severe Toxicity0.00000608113
Low Tox 0.010252177 Call_To_Action
Dec 8, 2025
Common Sense
Common Sense
Identity Attack0.0019053896
Insult0.0077598775
Profanity0.012414595
Threat0.0060908063
Severe Toxicity0.00079631805
Low Tox 0.009487377 Moderate Con 0.371 Meta_Commentary
Feb 17, 2026 Canada's tighter immigration policy divides …
Civic sense.
Civic sense.
Identity Attack0.0017481487
Insult0.0069333725
Profanity0.010792031
Threat0.0062332097
Severe Toxicity0.0005912781
Low Tox 0.00823077 Moderate Con 0.351 Moral_Argument
Jan 30, 2026 Inside Canada's Indian Invasion...
We were in lockdown with Covid yet the liberals opened the doors wide open for immigrants. This made no sense. Time for change, vote conservative.
We were in lockdown with Covid yet the liberals opened the doors wide open for immigrants. This made no sense. Time for change, vote conservative.
Identity Attack0.000103082166
Insult0.00030697417
Profanity0.000016917704
Threat0.00002318027
Severe Toxicity0.000001654218
Low Tox 0.0007597665 Policy_Critique
Apr 15, 2025

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.