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Canadian Immigration Dashboard [ CID ]
Civility Analysis

Discourse Quality

Toxicity and constructive discourse scores from Google's Perspective API (via Communalytic).

Comments Scored
55,769
Embeddings
55,418
Avg Toxicity
0.2446
Avg Constructive
0.4192
Highly Toxic (>0.5)
7,830
14.0% of scored

Toxicity Breakdown by Video (Top 10)

Average toxicity scores across comments on each video — bars show how commenters' language scores on each toxicity dimension.

Constructive vs Toxic

Each point is a comment. X-axis = toxicity, Y-axis = average constructive score (affinity, compassion, curiosity, nuance, personal story, reasoning, respect).

27,099
Constructive & Civil
2,759
Passionate but Toxic
19,440
Neutral / Low Signal
4,931
Purely Toxic

Based on 54,229 comments with both toxicity and constructive scores.

Toxicity & Constructiveness Over Time

Monthly average toxicity vs constructive scores — track how discourse quality shifts around key events.

Discourse Quality Score by Video (Top 10)

Composite score = avg constructive - avg toxicity, computed from comment-level Perspective API scores. Green bars = net constructive discourse; red bars = net toxic discourse.

Discourse Quality Score by Channel (Top 10)

Same composite score aggregated by channel — based on comment toxicity/constructiveness scores, not the channel's own content. Which channels' comment sections foster constructive vs toxic discussion?

{# 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.

Search & Filter

Search comment text, filter by category or toxicity level
30,738 comments · Page 1019 of 1230
How about we decided to end homelessness especially in London Ontario? Would that be too much to ask instead of sending money to Ukraine?
How about we decided to end homelessness especially in London Ontario? Would that be too much to ask instead of sending money to Ukraine?
Identity Attack0.012061302
Insult0.013174911
Profanity0.009698936
Threat0.007081157
Severe Toxicity0.0010967255
Low Tox 0.032863233 Moderate Con 0.409 Policy_Critique
Jan 23, 2026 Canada’s new rules in 2026
this video really interviews a wide range of people
this video really interviews a wide range of people
Identity Attack0.009767435
Insult0.011084898
Profanity0.02433617
Threat0.009903334
Severe Toxicity0.0024795532
Low Tox 0.032863233 Moderate Con 0.351
Sep 18, 2025 91 likes Inside Canada's Indian Metropolis (Brampton)
100% ,what are they gonna do about it? Nothing? Probably!
100% ,what are they gonna do about it? Nothing? Probably!
Identity Attack0.002885833
Insult0.012110904
Profanity0.015454767
Threat0.008272167
Severe Toxicity0.0013923645
Low Tox 0.032863233 Low Con 0.176 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
Just got back from my first ever cruise and fully enjoyed it. Sat through a few presentations on how the ship actually keeps us all safe and afloat and had a behind the scenes peek …
Just got back from my first ever cruise and fully enjoyed it. Sat through a few presentations on how the ship actually keeps us all safe and afloat and had a behind the scenes peek at where the amazing crew eat , sleep and socialize. Also learned how they hire and vet their staff, including all background and health checks before they can work for Royal Caribbean (Celebrity). Hey Mr PM, perhaps you could join this board and learn a thing or two on how to “onboard” people to safeguard all.
Identity Attack0.002626848
Insult0.02103047
Profanity0.0137468055
Threat0.0065244893
Severe Toxicity0.0010681152
Low Tox 0.032863233 Constructive 0.828 Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
How Canada broke its immigration system: They elected a Liberal government in 2015.
How Canada broke its immigration system: They elected a Liberal government in 2015.
Identity Attack0.012340514
Insult0.014504919
Profanity0.010501678
Threat0.006433869
Severe Toxicity0.00091552734
Low Tox 0.032863233 Low Con 0.196
Jun 28, 2025 1 likes How Canada broke its immigration …
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 – …
You couldn’t survive the cold in Canada Tyler!!😂I’m 3 minutes in & you’re freezing 🥶
You couldn’t survive the cold in Canada Tyler!!😂I’m 3 minutes in & you’re freezing 🥶
Identity Attack0.003311308
Insult0.015948927
Profanity0.016547862
Threat0.0069516995
Severe Toxicity0.0018501282
Low Tox 0.032863233 Moderate Con 0.484
Jan 27, 2026 Inside Canada's Indian Invasion...
Issue is. We are not hearing enough feedback from the average Canadian. The Canadians who dont face hardship and issues welcome all the new into Canada. I will bet that the average Canadian ( lower …
Issue is. We are not hearing enough feedback from the average Canadian. The Canadians who dont face hardship and issues welcome all the new into Canada. I will bet that the average Canadian ( lower to middle class ) would say things are fine and if we took a moment to get opinions in a couple cities or even towns in Canada ( Ontario specifically) and ask the lower to middle class we will see just how negative the impact is on us.
Identity Attack0.017967897
Insult0.0142009165
Profanity0.009920971
Threat0.006162008
Severe Toxicity0.00084400177
Low Tox 0.032863233 Constructive 0.75
Aug 31, 2025 8 likes Why Canadians Are Turning Against …
Just took the exam today, passed 18/20 . Watched this video and read the book once. Thank you and Good Luck to everyone on their immigration adventure!
Just took the exam today, passed 18/20 . Watched this video and read the book once. Thank you and Good Luck to everyone on their immigration adventure!
Identity Attack0.017967897
Insult0.011046898
Profanity0.011782649
Threat0.006861079
Severe Toxicity0.0014781952
Low Tox 0.032863233 Constructive 0.616
Dec 11, 2025 7 likes Canadian Citizenship Test 2025 – …
you guys know exactly why people at the top doing what they r doing.
you guys know exactly why people at the top doing what they r doing.
Identity Attack0.0052906936
Insult0.014390918
Profanity0.016889455
Threat0.007145886
Severe Toxicity0.0012779236
Low Tox 0.032863233 Low Con 0.217 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh and why are we still here, we’re the most expensive country next to 4 outhers 🤦🏻‍♀️
Oh and why are we still here, we’re the most expensive country next to 4 outhers 🤦🏻‍♀️
Identity Attack0.00899048
Insult0.013744914
Profanity0.012175481
Threat0.0061878995
Severe Toxicity0.0011014938
Low Tox 0.032863233 Moderate Con 0.399
Aug 26, 2025 Why Canadians Are Turning Against …
I wonder where all the h8 is coming from? Hmmmmmm
I wonder where all the h8 is coming from? Hmmmmmm
Identity Attack0.0057346676
Insult0.011540901
Profanity0.01846078
Threat0.009023022
Severe Toxicity0.0019741058
Low Tox 0.032863233 Moderate Con 0.311 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you LIBERALS!!!
Thank you LIBERALS!!!
Identity Attack0.013546381
Insult0.0151129225
Profanity0.013507691
Threat0.007029374
Severe Toxicity0.0018024445
Low Tox 0.032863233 Moderate Con 0.312 Humor_Satire
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Sad
Sad
Identity Attack0.00310782
Insult0.013326911
Profanity0.014498309
Threat0.006977591
Severe Toxicity0.001206398
Low Tox 0.032863233 Constructive 0.506
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Just another example of why we need to defund the cbc
Just another example of why we need to defund the cbc
Identity Attack0.003903274
Insult0.014580919
Profanity0.011031146
Threat0.008013252
Severe Toxicity0.0011110306
Low Tox 0.032863233 Low Con 0.226
Apr 8, 2019 6 likes How much do refugees and …
Sad
Sad
Identity Attack0.00310782
Insult0.013326911
Profanity0.014498309
Threat0.006977591
Severe Toxicity0.001206398
Low Tox 0.032863233 Constructive 0.504
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Come to New Zealand and you'll see exactly the same. Probably a similar experience in many western countries sadly
Come to New Zealand and you'll see exactly the same. Probably a similar experience in many western countries sadly
Identity Attack0.015154205
Insult0.012680908
Profanity0.012585391
Threat0.006874025
Severe Toxicity0.0011539459
Low Tox 0.032627538 Moderate Con 0.5
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The guy on the bike is all of us
The guy on the bike is all of us
Identity Attack0.006363631
Insult0.013782915
Profanity0.018324144
Threat0.0091524795
Severe Toxicity0.0019073486
Low Tox 0.032627538 Moderate Con 0.319 Humor_Satire
Jan 27, 2026 9 likes Inside Canada's Indian Invasion...
She is lighting it up, i would like to thank her for her pressing this issue. This liberal government is writing cheques that regular people have to cash
She is lighting it up, i would like to thank her for her pressing this issue. This liberal government is writing cheques that regular people have to cash
Identity Attack0.006474625
Insult0.01617693
Profanity0.014566627
Threat0.006874025
Severe Toxicity0.0009727478
Low Tox 0.032627538 Constructive 0.549
Sep 29, 2025 IRCC Names India in Study …
It's not Brampton any more it's now. ..Bramladesh
It's not Brampton any more it's now. ..Bramladesh
Identity Attack0.0066596144
Insult0.014276917
Profanity0.0166845
Threat0.00899713
Severe Toxicity0.0018692017
Low Tox 0.032627538 Low Con 0.233 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Suspended with pay. Dont worry the bad news will disappear i spring when comsumer season starts
Suspended with pay. Dont worry the bad news will disappear i spring when comsumer season starts
Identity Attack0.0027748393
Insult0.012794908
Profanity0.011936366
Threat0.008815889
Severe Toxicity0.0011014938
Low Tox 0.032627538 Moderate Con 0.346 Unverified_Claim
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Otherwise know as the flip flop express
Otherwise know as the flip flop express
Identity Attack0.0034223017
Insult0.0129089095
Profanity0.020032106
Threat0.008168601
Severe Toxicity0.0015354156
Low Tox 0.032627538 Low Con 0.288 Humor_Satire
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
I recommend this video 💯. I passed my citizenship with 20/20 in June 2025
I recommend this video 💯. I passed my citizenship with 20/20 in June 2025
Identity Attack0.008583503
Insult0.010932897
Profanity0.021466793
Threat0.009981008
Severe Toxicity0.002784729
Low Tox 0.032627538 Moderate Con 0.467
Sep 18, 2025 22 likes Canadian Citizenship Test 2025 – …
😂
😂
Identity Attack0.0031818156
Insult0.013592913
Profanity0.024609445
Threat0.0070552654
Severe Toxicity0.0020217896
Low Tox 0.032627538 Constructive 0.505
Jan 20, 2026 2.9 million Canadian temporary visas …
first nations should also have a say in immigration
first nations should also have a say in immigration
Identity Attack0.01666154
Insult0.009260887
Profanity0.014634945
Threat0.007365964
Severe Toxicity0.0013446808
Low Tox 0.032627538 Low Con 0.232
Mar 24, 2019 1 likes How much do refugees and …
Data source: comment_perspective_scores (Google Perspective API via Communalytic) · Scores are probability values (0-1) indicating how likely a reader would perceive the interaction as toxic or constructive.