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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: "*This is how an ACTUAL …" 466 comments · Page 17 of 19
Actual the reason Ukrainian were brought in was they were successful at farming in Chernozem/black soil that appears in both the Steppe region of Ukraine and the Prairies region of Canada. Up to very recent …
Actual the reason Ukrainian were brought in was they were successful at farming in Chernozem/black soil that appears in both the Steppe region of Ukraine and the Prairies region of Canada. Up to very recent everyone who is here is here for a reason, whether it was the points system or informal economic reason in the more distant past.
Identity Attack0.027413858
Insult0.01625293
Profanity0.011902207
Threat0.0062979385
Severe Toxicity0.001411438
Low Tox 0.04315203 Constructive 0.52 Comparative_Framing
Jun 16, 2025 19 likes How Canada broke its immigration …
Give actual evidence not talking in circles!
Give actual evidence not talking in circles!
Identity Attack0.0010914368
Insult0.019547975
Profanity0.012243799
Threat0.006738094
Severe Toxicity0.00084877014
Low Tox 0.04216247 Low Con 0.142 Policy_Critique
Feb 25, 2026 'We do know that there's …
Lately, I’ve felt this gap between what I study and what the market actually throws at me||. I’d love to learn from someone who doesn’t sugarcoat anything and can explain how they think when things …
Lately, I’ve felt this gap between what I study and what the market actually throws at me||. I’d love to learn from someone who doesn’t sugarcoat anything and can explain how they think when things get volatile for real...
Identity Attack0.0026823445
Insult0.015644927
Profanity0.029888187
Threat0.00713294
Severe Toxicity0.001373291
Low Tox 0.04216247 Constructive 0.567 Question
Dec 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It's actually good for their native countries to have qualified and educated citizens to uplift type 3 countries to 2nd and 1st types. It is unfortunate for immigrant lawyers, but they can always change their …
It's actually good for their native countries to have qualified and educated citizens to uplift type 3 countries to 2nd and 1st types. It is unfortunate for immigrant lawyers, but they can always change their emphasis of law.
Identity Attack0.029917859
Insult0.015796926
Profanity0.011253181
Threat0.006136116
Severe Toxicity0.0011062622
Low Tox 0.04166769 Constructive 0.64
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
No it means Less Jobs for Actual Canadians
No it means Less Jobs for Actual Canadians
Identity Attack0.026007013
Insult0.014504919
Profanity0.00993805
Threat0.006162008
Severe Toxicity0.0012207031
Low Tox 0.041172907 Low Con 0.202
Oct 25, 2017 46 likes How much do refugees and …
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated …
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated change. I’ll admit I’ve been in the situation where I forgot which day my bill is coming out and didn’t have my bank account prepared accordingly. Getting slapped with $50+ NSF fees just made it even worse. Nice to see a cap on that now as I felt like companies were abusing it.
Identity Attack0.007214582
Insult0.018129934
Profanity0.014464149
Threat0.0077025536
Severe Toxicity0.0011014938
Low Tox 0.04067813 Constructive 0.76 Policy_Critique
Jan 21, 2026 Canada’s new rules in 2026
Actually they can drive. Americans cant. Because we have to use signals & street lights etc. Instead of instinct & actually watching the road & in turn actually driving correctly.
Actually they can drive. Americans cant. Because we have to use signals & street lights etc. Instead of instinct & actually watching the road & in turn actually driving correctly.
Identity Attack0.018269362
Insult0.016784932
Profanity0.011150704
Threat0.006149062
Severe Toxicity0.0010108948
Low Tox 0.039226998 Low Con 0.25 Humor_Satire
Feb 5, 2026 Inside Canada's Indian Invasion...
As a Canadian, I like that you came and it seemed like you were actually investigating Canada and the thing you said in the title, but half way in it turns into ‘BUT WHAT ABOUT …
As a Canadian, I like that you came and it seemed like you were actually investigating Canada and the thing you said in the title, but half way in it turns into ‘BUT WHAT ABOUT U.S.A?! HOW DOES IT AFFECT US!?’ Because everything is about you guys. Bro gave us 12 minutes before it turned into ‘BUT AMERICA!’
Identity Attack0.010803374
Insult0.016556932
Profanity0.014874061
Threat0.0065115434
Severe Toxicity0.001411438
Low Tox 0.038519915 Moderate Con 0.461 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
My parents immigrated in the early 90s and I was born in Canada. It’s very hard to relate to the new immigrants in the last 10 years because we’re so different. The families that immigrated …
My parents immigrated in the early 90s and I was born in Canada. It’s very hard to relate to the new immigrants in the last 10 years because we’re so different. The families that immigrated in the 80s and 90s had to assimilate and become “Canadian” which in hindsight was for the best. I learned about my culture and language at home, but my parents, emphasized the importance of being “Canadian first” and being a part of society and “fitting in.” This wasn’t at all a bad thing. I learned to ski, skate, make ice lollies with snow and syrup, went camping, played sports… I feel embarrassed when Indians are looked at in this light, but its true. 90% of this new wave of immigrants on “student visas,” dont intend to actually obtain any sort of an education, instead they use it as a pathway for permanent residency. I know this because I have relatives who say this out loud behind closed doors. I don’t agree with any of it, and quite frankly it’s very embarrassing, but most of us first generation Indian Canadians feel very upset about how its all played out and the negative light in which our people are now viewed under. Personally, I agree they arent interested in becoming culturally Canadian, they just want to be in Canada for financial reasons. They stay in their groups, dont integrate and think somehow this will play out well. It isnt discrimination when your own people also feel this way. I have yet to meet a first gen Canadian who disagrees
Identity Attack0.02138452
Insult0.017088935
Profanity0.014874061
Threat0.0066215824
Severe Toxicity0.0014781952
Low Tox 0.037577134 Constructive 0.762 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Metropolis (Brampton)
Mainstream media is too scared to touch this topic. Thank you for showing the reality that actual Canadians are living through📉
Mainstream media is too scared to touch this topic. Thank you for showing the reality that actual Canadians are living through📉
Identity Attack0.014048826
Insult0.017807651
Profanity0.010040528
Threat0.0062849927
Severe Toxicity0.0009393692
Low Tox 0.037577134 Moderate Con 0.463 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The guy with the bike is actually right and is a legend because he speaks his mind
The guy with the bike is actually right and is a legend because he speaks his mind
Identity Attack0.006881601
Insult0.017012933
Profanity0.01846078
Threat0.008323951
Severe Toxicity0.0020694733
Low Tox 0.037105743 Moderate Con 0.371
Jan 27, 2026 Inside Canada's Indian Invasion...
I hope Pierre Polievre gets forwarded this video. Carney too. But Pierre will actually call it out, that's why send it to Pierre first.
I hope Pierre Polievre gets forwarded this video. Carney too. But Pierre will actually call it out, that's why send it to Pierre first.
Identity Attack0.005956655
Insult0.013326911
Profanity0.019348921
Threat0.011327368
Severe Toxicity0.0017738342
Low Tox 0.036634352 Constructive 0.537 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
start training canadians, pay and living wage, and make the cost of living so actual canadians can have children. THERE IS NO LABOUR SHORTAGE, THERE IS A LIVING WAGE SHORTAGE
start training canadians, pay and living wage, and make the cost of living so actual canadians can have children. THERE IS NO LABOUR SHORTAGE, THERE IS A LIVING WAGE SHORTAGE
Identity Attack0.017163984
Insult0.013858915
Profanity0.009630617
Threat0.0064532873
Severe Toxicity0.0011491776
Low Tox 0.03639866 Low Con 0.27 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
America targeting canada to become 51st state but it's actually 29th state of india😂
America targeting canada to become 51st state but it's actually 29th state of india😂
Identity Attack0.019475231
Insult0.014086916
Profanity0.013268576
Threat0.0069905366
Severe Toxicity0.0013923645
Low Tox 0.036162965 Low Con 0.192
Jan 27, 2026 Inside Canada's Indian Invasion...
I don’t have an issue with immigrants living in Canada. All I ask is that people who move here actually care about Canada and treat it like home. Language takes generations to develop, so that …
I don’t have an issue with immigrants living in Canada. All I ask is that people who move here actually care about Canada and treat it like home. Language takes generations to develop, so that part doesn’t bother me at all.
Identity Attack0.020279141
Insult0.013326911
Profanity0.012004685
Threat0.006149062
Severe Toxicity0.0009918213
Low Tox 0.034513097 Constructive 0.652 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
bro actually came to brampton
bro actually came to brampton
Identity Attack0.008324518
Insult0.013250912
Profanity0.023174755
Threat0.008634649
Severe Toxicity0.0019836426
Low Tox 0.034041706 Moderate Con 0.372 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
It is actually due to the Liberals going back to Chretien and Trudeau pere.
It is actually due to the Liberals going back to Chretien and Trudeau pere.
Identity Attack0.009693438
Insult0.018645585
Profanity0.011184863
Threat0.0062979385
Severe Toxicity0.0011301041
Low Tox 0.03309893 Low Con 0.276 Policy_Critique
Jun 21, 2025 How Canada broke its immigration …
I believe German names actually make up the plurality of Alberta.
I believe German names actually make up the plurality of Alberta.
Identity Attack0.017766917
Insult0.011768902
Profanity0.015420608
Threat0.0068869707
Severe Toxicity0.0016975403
Low Tox 0.032863233 Moderate Con 0.33
Jun 19, 2025 3 likes How Canada broke its immigration …
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 …
When the requirements were higher the people who came actually wanted to be here. The recent surge does not care one bit about the values or people they just want to take as much as …
When the requirements were higher the people who came actually wanted to be here. The recent surge does not care one bit about the values or people they just want to take as much as possible for themselves and will bend every rule imaginable to do so.
Identity Attack0.004680229
Insult0.015340924
Profanity0.012926984
Threat0.0068287146
Severe Toxicity0.0009250641
Low Tox 0.031213367 Moderate Con 0.439
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Will the right people actually step up and do the job? Because right now, all we see are endless debates with zero real solutions. When will Canadians finally realize that these so-called leaders or people …
Will the right people actually step up and do the job? Because right now, all we see are endless debates with zero real solutions. When will Canadians finally realize that these so-called leaders or people in these positions can’t (or won’t) do their jobs properly? They need more pressure, more accountability and if they still can’t deliver, then they should be replaced by Canadians who will get the job done.
Identity Attack0.013948337
Insult0.014390918
Profanity0.009733095
Threat0.006925808
Severe Toxicity0.0009441376
Low Tox 0.03109552 Moderate Con 0.396
Oct 1, 2025 1 likes IRCC Names India in Study …
This is actually supposed to fix since Covid😒 now it’s too late
This is actually supposed to fix since Covid😒 now it’s too late
Identity Attack0.0051797
Insult0.012072904
Profanity0.016479544
Threat0.0070034824
Severe Toxicity0.0015068054
Low Tox 0.03062413 Low Con 0.27 Policy_Critique
Jan 20, 2026 1 likes Why Canada’s immigration system has …
These benefits continue until they actually leave the country. Stated by immigration officials during committee meetings.
These benefits continue until they actually leave the country. Stated by immigration officials during committee meetings.
Identity Attack0.014551271
Insult0.010932897
Profanity0.010160086
Threat0.006822242
Severe Toxicity0.0009822845
Low Tox 0.030506283 Moderate Con 0.441 Policy_Critique
Feb 24, 2026 6 likes 'We do know that there's …
I just took the test. 19/20 This video was a great help! I watched it twice and read the guide four times. Plus taking lots of mock tests online. Honestly, I was over prepared! The …
I just took the test. 19/20 This video was a great help! I watched it twice and read the guide four times. Plus taking lots of mock tests online. Honestly, I was over prepared! The questions in the actual test were quite easy!
Identity Attack0.0068446035
Insult0.012034904
Profanity0.024541125
Threat0.009074804
Severe Toxicity0.0019550323
Low Tox 0.03015274 Constructive 0.662 Personal_Narrative
Jul 5, 2025 25 likes Canadian Citizenship Test 2025 – …
Tim Hortons and Wendy's tells me that the high skilled concept wasn't actually followed
Tim Hortons and Wendy's tells me that the high skilled concept wasn't actually followed
Identity Attack0.0037922803
Insult0.014390918
Profanity0.015147334
Threat0.0068287146
Severe Toxicity0.0010108948
Low Tox 0.030034892 Moderate Con 0.415
Jun 19, 2025 83 likes How Canada broke its immigration …

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.