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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: "IT'S ABOUT TIME!" 1,206 comments · Page 43 of 49
It’s time to stop all these creative wars that’s going on.Canadian are suffering financially and our monies are supporting war when Canadians are struggling to buy food. Th3 government needs to do something about this …
It’s time to stop all these creative wars that’s going on.Canadian are suffering financially and our monies are supporting war when Canadians are struggling to buy food. Th3 government needs to do something about this problem now.
Identity Attack0.011469335
Insult0.011692902
Profanity0.00995513
Threat0.007935578
Severe Toxicity0.001039505
Low Tox 0.027442247 Constructive 0.511 Economic_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
seeing this after the New Zealand protest is perfect timing
seeing this after the New Zealand protest is perfect timing
Identity Attack0.007843546
Insult0.009355888
Profanity0.014225035
Threat0.010162249
Severe Toxicity0.0016593933
Low Tox 0.027442247 Moderate Con 0.354 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Folk may think this reduction in immigration is far from any "slash" in numbers. Consider (search the web for "Is Canada's aging population an issue ?"): "Canada's aging population is a significant issue, creating major …
Folk may think this reduction in immigration is far from any "slash" in numbers. Consider (search the web for "Is Canada's aging population an issue ?"): "Canada's aging population is a significant issue, creating major challenges for the economy, healthcare, and social services, as more seniors require care while fewer younger workers support them, leading to potential labor shortages, strained budgets, and increased demand for healthcare and long-term support. The trend of more seniors than children under 15 puts pressure on economic growth and government finances, requiring substantial funding increases for health and care services. " For every positive to reduced immigration numbers, Canadians are going to discover that there will be negatives. The negatives might very well justify using the word "slash". Time will tell.
Identity Attack0.008879486
Insult0.014808921
Profanity0.010757872
Threat0.006440342
Severe Toxicity0.00094890594
Low Tox 0.027206551 Constructive 0.648 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
I was born and raised in Brampton in the 90s. By early 00s it was time to go
I was born and raised in Brampton in the 90s. By early 00s it was time to go
Identity Attack0.008139528
Insult0.0115029
Profanity0.014566627
Threat0.008013252
Severe Toxicity0.0014972687
Low Tox 0.026970858 Moderate Con 0.445 Personal_Narrative
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
is it time to bring a version of ice to canada?
is it time to bring a version of ice to canada?
Identity Attack0.006696612
Insult0.0107048955
Profanity0.010689554
Threat0.009929225
Severe Toxicity0.0017738342
Low Tox 0.026970858 Low Con 0.225 Fear_Threat
Oct 2, 2025 1 likes IRCC Names India in Study …
It's about time. We need to have the immigration system we used to have before J Trudeau.
It's about time. We need to have the immigration system we used to have before J Trudeau.
Identity Attack0.008509507
Insult0.012300906
Profanity0.009630617
Threat0.006641001
Severe Toxicity0.0009393692
Low Tox 0.026735162 Moderate Con 0.451
Dec 28, 2025 Deportations From Canada at Their …
The national school food program is definitely worthwhile. There’s a lot of children out there whose parents are short on time and cash to provide proper nutrition. It’s a terrible sad thing we should consider …
The national school food program is definitely worthwhile. There’s a lot of children out there whose parents are short on time and cash to provide proper nutrition. It’s a terrible sad thing we should consider bringing back home economics into the classroom.
Identity Attack0.0032928092
Insult0.013896915
Profanity0.010757872
Threat0.006084333
Severe Toxicity0.0006914139
Low Tox 0.02638162 Constructive 0.613 Moral_Argument
Jan 22, 2026 Canada’s new rules in 2026
Lol....really,it's about time 😊
Lol....really,it's about time 😊
Identity Attack0.0022013725
Insult0.012148905
Profanity0.016479544
Threat0.0069646453
Severe Toxicity0.0013446808
Low Tox 0.026263772 Moderate Con 0.419 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Thank you for this video...I did my test yesterday and got 20 out of 20....all my questions were from this video or along the lines....I watched this video about 5 times and it was really …
Thank you for this video...I did my test yesterday and got 20 out of 20....all my questions were from this video or along the lines....I watched this video about 5 times and it was really worth it....whenever you're driving or working you can just listen to the video and test yourself, trust me you won't regret it
Identity Attack0.004680229
Insult0.009906891
Profanity0.020510335
Threat0.00951496
Severe Toxicity0.0023555756
Low Tox 0.026145924 Constructive 0.711 Meta_Commentary
Dec 20, 2025 89 likes Canadian Citizenship Test 2025 – …
Video dropped exactly at the time of European Union-India Free Trade Agreement.
Video dropped exactly at the time of European Union-India Free Trade Agreement.
Identity Attack0.009693438
Insult0.009526889
Profanity0.017231047
Threat0.008401625
Severe Toxicity0.0014019012
Low Tox 0.026028076 Low Con 0.149 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
It's a correction for allowing too many claimants entering Canada with applications on shaky grounds. Glad it will save us 100s of millions offloading them from the support systems everyday Canadians actually need in these …
It's a correction for allowing too many claimants entering Canada with applications on shaky grounds. Glad it will save us 100s of millions offloading them from the support systems everyday Canadians actually need in these times.
Identity Attack0.008509507
Insult0.01306091
Profanity0.00993805
Threat0.0073918556
Severe Toxicity0.00096321106
Low Tox 0.025792383 Constructive 0.601
Dec 24, 2025 Deportations From Canada at Their …
People have been calling it Bramladesh for a loooong time. Lots of great restaurants there.
People have been calling it Bramladesh for a loooong time. Lots of great restaurants there.
Identity Attack0.00725158
Insult0.011578901
Profanity0.01941724
Threat0.0068287146
Severe Toxicity0.0012969971
Low Tox 0.025674535 Moderate Con 0.461 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for this video . I listen this video only 1 time full and 2nd time half I pass the test it was so helpful
Thank you for this video . I listen this video only 1 time full and 2nd time half I pass the test it was so helpful
Identity Attack0.007029593
Insult0.010248893
Profanity0.021740068
Threat0.010395273
Severe Toxicity0.0026130676
Low Tox 0.025674535 Constructive 0.557 Solidarity
Jan 27, 2026 5 likes Canadian Citizenship Test 2025 – …
Will become Dearborn Michigan in no time.
Will become Dearborn Michigan in no time.
Identity Attack0.00828752
Insult0.011008898
Profanity0.011663092
Threat0.008246276
Severe Toxicity0.0013446808
Low Tox 0.025085296 Low Con 0.195
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Deodorant sales are at an all time Low there
Deodorant sales are at an all time Low there
Identity Attack0.0027748393
Insult0.010818896
Profanity0.01354185
Threat0.006136116
Severe Toxicity0.00092983246
Low Tox 0.025085296 Low Con 0.193 Humor_Satire
Sep 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I was born in Canada and am a citizen who has paid all taxes on time and followed all the laws. I have been threatened by the government several times for no reason and when …
I was born in Canada and am a citizen who has paid all taxes on time and followed all the laws. I have been threatened by the government several times for no reason and when I suffered job loss, and EI ran out, was just told I was out of luck. I found work after going through my savings, but would have otherwise been homeless. THANKS CANADA.
Identity Attack0.0068446035
Insult0.012756908
Profanity0.009818493
Threat0.007081157
Severe Toxicity0.0011253357
Low Tox 0.025085296 Constructive 0.757
Feb 20, 2018 170 likes How much do refugees and …
All international students are required to provide documents and statement letters in their student visa applications to prove that they intend to return to their home countries after their studies. The only thing that is …
All international students are required to provide documents and statement letters in their student visa applications to prove that they intend to return to their home countries after their studies. The only thing that is expected (not guaranteed in any way) is a post-graduation work permit to give them a chance to acquire Canadian work experience and have enough points to apply for permanent residency if they choose to. The government should only be responsible for those who were already selected and approved for residency before changes to the regulations. All future applicants should be evaluated based on the latest changes. That is not new, and all current immigrant citizens had to adapt to the changes to requirements back in their time as well.
Identity Attack0.008250522
Insult0.013820915
Profanity0.011184863
Threat0.0063626673
Severe Toxicity0.0008869171
Low Tox 0.025085296 Constructive 0.622 Policy_Critique
Jan 22, 2026 Why Canada’s immigration system has …
just in time when agi is almost rolled out publicly and optimus robots are everywhere to take most jobs
just in time when agi is almost rolled out publicly and optimus robots are everywhere to take most jobs
Identity Attack0.004643231
Insult0.011768902
Profanity0.013507691
Threat0.007689608
Severe Toxicity0.0011444092
Low Tox 0.024967449 Low Con 0.136 Fear_Threat
Jan 15, 2026 2.9 million Canadian temporary visas …
Unbelievable! Not a single question on the exam came from the 411 questions—I wasted two full days watching the videos three times! Luckily, I studied the Discover Canada book and managed to get 17 questions …
Unbelievable! Not a single question on the exam came from the 411 questions—I wasted two full days watching the videos three times! Luckily, I studied the Discover Canada book and managed to get 17 questions right, just barely passing. Don’t fall for it like I did!
Identity Attack0.0016279058
Insult0.013174911
Profanity0.011423977
Threat0.006136116
Severe Toxicity0.00074863434
Low Tox 0.024849601 Constructive 0.593
Sep 20, 2025 2 likes Canadian Citizenship Test 2025 – …
The birth rate in Canada is 1.3 per couple. In 1961 it was 3.1 per couple. Coincidentally, this was the same time as the availability of the first birth control pill. It’s been on a …
The birth rate in Canada is 1.3 per couple. In 1961 it was 3.1 per couple. Coincidentally, this was the same time as the availability of the first birth control pill. It’s been on a downward trend ever since. Populations can’t sustain themselves. Most western countries have the same problem. So we immigrate, and the countries with the highest birth rates will eventually take over the countries with the lowest it’s a sad reality.
Identity Attack0.009693438
Insult0.011084898
Profanity0.009143848
Threat0.006382086
Severe Toxicity0.00068187714
Low Tox 0.024731753 Moderate Con 0.435
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Ive been listening to this multiple times in a row, when commuting, so around 2 hours a day, for 2-3 weeks. I scored 19/20 on the exam today
Ive been listening to this multiple times in a row, when commuting, so around 2 hours a day, for 2-3 weeks. I scored 19/20 on the exam today
Identity Attack0.00569767
Insult0.009298887
Profanity0.018187506
Threat0.008712323
Severe Toxicity0.0018596649
Low Tox 0.024142517 Constructive 0.511
Nov 24, 2025 9 likes Canadian Citizenship Test 2025 – …
Should have a long time ago
Should have a long time ago
Identity Attack0.0047727237
Insult0.010476895
Profanity0.017572641
Threat0.008945347
Severe Toxicity0.0015449524
Low Tox 0.02402467 Low Con 0.264 Call_To_Action
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Thank you so much! I give test today i got 17/20! Its really helpful! I just go through this video 2,3 times which helps me alot!
Thank you so much! I give test today i got 17/20! Its really helpful! I just go through this video 2,3 times which helps me alot!
Identity Attack0.0066596144
Insult0.009678889
Profanity0.02208166
Threat0.010239923
Severe Toxicity0.002412796
Low Tox 0.02402467 Constructive 0.597 Meta_Commentary
Dec 21, 2025 4 likes Canadian Citizenship Test 2025 – …
IT'S ABOUT TIME!
IT'S ABOUT TIME!
Identity Attack0.002885833
Insult0.009640889
Profanity0.014634945
Threat0.008686432
Severe Toxicity0.0016307831
Low Tox 0.023788974 Low Con 0.258 Solidarity
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Right on time for the next election
Right on time for the next election
Identity Attack0.004180758
Insult0.009298887
Profanity0.012585391
Threat0.008867673
Severe Toxicity0.0013828278
Low Tox 0.02343543 Low Con 0.241 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026

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.