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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

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Active: "Secondly 😂 just as the …" 121 comments · Page 5 of 5
For a second I thought it was India
For a second I thought it was India
Identity Attack0.04023018
Insult0.015340924
Profanity0.021876704
Threat0.0077154995
Severe Toxicity0.002412796
Low Tox 0.049831573 Moderate Con 0.351
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
In India, there is no order on the roadway. It's literally real life bumper cars. Everyone is just constantly running into each other every 2 seconds. It's incredible. Totally different world.
In India, there is no order on the roadway. It's literally real life bumper cars. Everyone is just constantly running into each other every 2 seconds. It's incredible. Totally different world.
Identity Attack0.031980325
Insult0.016708933
Profanity0.017709278
Threat0.00713294
Severe Toxicity0.0022792816
Low Tox 0.04760506 Moderate Con 0.444 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
There are a lot of issues around immigration. Firstly, the IRCC filters receiving low skilled people, second most of them are located on main cities and provinces, most of the country is empty and finally …
There are a lot of issues around immigration. Firstly, the IRCC filters receiving low skilled people, second most of them are located on main cities and provinces, most of the country is empty and finally if you are gonna keep your traditions here, do it inside your four walls. I begin to understand why Québec is willing to be independent.
Identity Attack0.01857083
Insult0.019741343
Profanity0.010194245
Threat0.0062332097
Severe Toxicity0.0010919571
Low Tox 0.046120718 Constructive 0.68 Policy_Critique
Sep 6, 2025 2 likes Why Canadians Are Turning Against …
I did two work trips near Toronto, in a community predominately Indian and Punjab, and both times I worked with the same two Indian local contractors. The second time I came back unannounced, which lapsed …
I did two work trips near Toronto, in a community predominately Indian and Punjab, and both times I worked with the same two Indian local contractors. The second time I came back unannounced, which lapsed by like 6 months, they somehow remembered my name 😅 They weren't the brightest but I absolutely appreciate the respect they showed me, especially when they kept calling me Mr. FirstName.
Identity Attack0.029144434
Insult0.018001022
Profanity0.013951761
Threat0.006479179
Severe Toxicity0.0013637543
Low Tox 0.042657252 Constructive 0.755 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
@08:40 he says they don't work , next second he says they work in Uber 😂
@08:40 he says they don't work , next second he says they work in Uber 😂
Identity Attack0.0045137387
Insult0.015188923
Profanity0.017709278
Threat0.006763986
Severe Toxicity0.0013446808
Low Tox 0.040925518 Low Con 0.295 Humor_Satire
Sep 19, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Halifax, NS must be a close second.!!
Halifax, NS must be a close second.!!
Identity Attack0.00725158
Insult0.019419061
Profanity0.0127903465
Threat0.008194493
Severe Toxicity0.0016403198
Low Tox 0.04067813 Moderate Con 0.398 Comparative_Framing
Sep 20, 2025 19 likes Inside Canada's Indian Metropolis (Brampton)
Watched it twice , second time I played it 1.5x ,I just gave my exam , it’s super easy 19/20
Watched it twice , second time I played it 1.5x ,I just gave my exam , it’s super easy 19/20
Identity Attack0.0060676485
Insult0.010932897
Profanity0.024609445
Threat0.009618527
Severe Toxicity0.0024414062
Low Tox 0.034513097 Moderate Con 0.485
Oct 29, 2025 2 likes Canadian Citizenship Test 2025 – …
Go to NJ the second biggest Indian Temple in the world is in Robbinsville.
Go to NJ the second biggest Indian Temple in the world is in Robbinsville.
Identity Attack0.02138452
Insult0.0107048955
Profanity0.01354185
Threat0.007081157
Severe Toxicity0.0014591217
Low Tox 0.029799197 Moderate Con 0.302 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Liking and commenting 4 seconds in as a Ontario citizen
Liking and commenting 4 seconds in as a Ontario citizen
Identity Attack0.004994711
Insult0.012832909
Profanity0.010604155
Threat0.0063367756
Severe Toxicity0.0009870529
Low Tox 0.027206551 Moderate Con 0.394 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 …
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 immigrant/year, china 20.000 immigrants/year,....). The second, canada must empower for each territories/provinces to decide how much foreign people can study/work/live in there
Identity Attack0.015857628
Insult0.008994885
Profanity0.009562299
Threat0.006356194
Severe Toxicity0.0008916855
Low Tox 0.022964042 Constructive 0.576 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
In Canada the second most popular head cover, after baseball hat is turban.
In Canada the second most popular head cover, after baseball hat is turban.
Identity Attack0.0068446035
Insult0.012300906
Profanity0.01086035
Threat0.0065180166
Severe Toxicity0.00084877014
Low Tox 0.022139108 Low Con 0.206
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Pakistani Canadian I respect Canadians , love Canadian culture. Canada is our chosen homeland and we truly love this great country. I raise two daughters here and one is a successful professional civil …
As a Pakistani Canadian I respect Canadians , love Canadian culture. Canada is our chosen homeland and we truly love this great country. I raise two daughters here and one is a successful professional civil engineer and second is a chartered accountant.
Identity Attack0.009989422
Insult0.009279887
Profanity0.013131939
Threat0.006874025
Severe Toxicity0.0012111664
Low Tox 0.019854378 Constructive 0.713 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
I’m 25 and if I had a child right now I’d need to work a second job just to keep from going into debt. That’s why birth rates are low. It’s an economic problem, not …
I’m 25 and if I had a child right now I’d need to work a second job just to keep from going into debt. That’s why birth rates are low. It’s an economic problem, not a fertility problem.
Identity Attack0.00310782
Insult0.008500882
Profanity0.010979908
Threat0.0065050707
Severe Toxicity0.000667572
Low Tox 0.017089844 Moderate Con 0.464 Economic_Argument
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
If you try to show "WE ARE VERY NICE" this is what you get... secondly CANADA is allowing anybody/everybody
If you try to show "WE ARE VERY NICE" this is what you get... secondly CANADA is allowing anybody/everybody
Identity Attack0.003884775
Insult0.009431887
Profanity0.010535837
Threat0.0061296434
Severe Toxicity0.000705719
Low Tox 0.016838523 Low Con 0.264 Policy_Critique
Sep 19, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
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 – …
I'm in Halifax, NS. They are here in full force . All over the province really , every small town. 10 deep in a one bedroom apartment. You can get an Uber in 30 seconds …
I'm in Halifax, NS. They are here in full force . All over the province really , every small town. 10 deep in a one bedroom apartment. You can get an Uber in 30 seconds tho
Identity Attack0.003866276
Insult0.0086718835
Profanity0.012482914
Threat0.007365964
Severe Toxicity0.0010681152
Low Tox 0.0154562555 Constructive 0.611 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Second episode or reupload
Second episode or reupload
Identity Attack0.004180758
Insult0.007721877
Profanity0.016547862
Threat0.0091524795
Severe Toxicity0.0013923645
Low Tox 0.014513801 Low Con 0.292 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I just wrote my exam now! I even wrote twice because of an error with my photo ID. I got 20 in the first test and 19 in the second test. All the questions were …
I just wrote my exam now! I even wrote twice because of an error with my photo ID. I got 20 in the first test and 19 in the second test. All the questions were very similar to what we have here but some where in true or false formats. I listened to Discover Canada audio and read the pdf simultaneously and then did two rounds of this practice questions. Thank you greatly
Identity Attack0.0024233595
Insult0.007493876
Profanity0.010996987
Threat0.006492125
Severe Toxicity0.0006532669
Low Tox 0.010681152 Constructive 0.741 Personal_Narrative
Mar 1, 2026 1 likes Canadian Citizenship Test 2025 – …
Thank you so much this is a super helpful video I passed my test for second time on November 20, 2025 I just watched this video and never study discover Canada all my questions were …
Thank you so much this is a super helpful video I passed my test for second time on November 20, 2025 I just watched this video and never study discover Canada all my questions were from this video much recommended 😊🎉
Identity Attack0.0035147965
Insult0.006657871
Profanity0.010928668
Threat0.006641001
Severe Toxicity0.0007343292
Low Tox 0.008733413 Constructive 0.642
Dec 1, 2025 4 likes Canadian Citizenship Test 2025 – …
Thanks for those who prepared this video. I've read Discover Canada 3 or 4 times and also was watching this video all 414 questions 2 times. I passed the test in May 2025 (20 out …
Thanks for those who prepared this video. I've read Discover Canada 3 or 4 times and also was watching this video all 414 questions 2 times. I passed the test in May 2025 (20 out of 20). Got my citizenship second half of July.
Identity Attack0.00258985
Insult0.00648687
Profanity0.009767254
Threat0.0062979385
Severe Toxicity0.0005412102
Low Tox 0.0072569004 Constructive 0.692
Jul 25, 2025 27 likes Canadian Citizenship Test 2025 – …
I had two family members drive from Alberta to Arizona and they both spent a total of 30 seconds at the border. 99% of the time it will fine. Reports like this are designed to …
I had two family members drive from Alberta to Arizona and they both spent a total of 30 seconds at the border. 99% of the time it will fine. Reports like this are designed to scare Canadians. Give me a break.
Identity Attack0.00028063686
Insult0.00025677987
Profanity0.000029266206
Threat0.000099146586
Severe Toxicity0.0000028830511
Low Tox 0.0011415558 Personal_Narrative
Dec 10, 2025 13 likes

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.