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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 #}

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Active: "I did NOT vote for …" 678 comments · Page 17 of 28
Canada is being sold for votes
Canada is being sold for votes
Identity Attack0.09410924
Insult0.06023245
Profanity0.025770858
Threat0.010783645
Severe Toxicity0.0046539307
Low Tox 0.17111848 Low Con 0.244 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Pierre Poilievre - is the ONLY LEADER WHO CAN FIX CANADA HE HAS CLEAR GOAL AND PLAN - Please VOTE FOR HIM If you want our Golden-days back and clean Liberal mess
Pierre Poilievre - is the ONLY LEADER WHO CAN FIX CANADA HE HAS CLEAR GOAL AND PLAN - Please VOTE FOR HIM If you want our Golden-days back and clean Liberal mess
Identity Attack0.06385879
Insult0.06302499
Profanity0.02433617
Threat0.012233571
Severe Toxicity0.005874634
Low Tox 0.16851899 Moderate Con 0.47
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as …
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as well. Most people i work with me are early immigrants or second generation. They dont vote and shows no interest. All they do is complain. Even after 15 20 years they are not integrated in to canadian society.
Identity Attack0.12208464
Insult0.06921569
Profanity0.013234417
Threat0.006977591
Severe Toxicity0.003490448
Low Tox 0.16678599 Constructive 0.605 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
That’s what happens when you vote for the Liberals — they don’t even recognize the word ‘deport.
That’s what happens when you vote for the Liberals — they don’t even recognize the word ‘deport.
Identity Attack0.06294931
Insult0.06889887
Profanity0.015147334
Threat0.007948523
Severe Toxicity0.0025558472
Low Tox 0.16678599 Low Con 0.253
Sep 28, 2025 IRCC Names India in Study …
THIS IS WHAT HAPPENS WHEN YOU VOTE LIBERAL
THIS IS WHAT HAPPENS WHEN YOU VOTE LIBERAL
Identity Attack0.060675595
Insult0.04032305
Profanity0.021808386
Threat0.008065036
Severe Toxicity0.0046920776
Low Tox 0.16591948 Low Con 0.142 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
All the Liberal governments fault, yet everybody voted Liberal again…
All the Liberal governments fault, yet everybody voted Liberal again…
Identity Attack0.06476828
Insult0.07333439
Profanity0.017026093
Threat0.0070552654
Severe Toxicity0.002861023
Low Tox 0.165053 Low Con 0.239 Policy_Critique
Jan 27, 2026 168 likes Inside Canada's Indian Invasion...
An intelligent government would match immigration numbers to housing. But that's what happens when you vote for the least intelligent government of all time.
An intelligent government would match immigration numbers to housing. But that's what happens when you vote for the least intelligent government of all time.
Identity Attack0.039456755
Insult0.0817555
Profanity0.013917602
Threat0.0066733654
Severe Toxicity0.0024032593
Low Tox 0.165053 Low Con 0.198 Policy_Critique
Jan 3, 2026 1 likes New rules, regulations take effect …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? Not understanding why people say that to them. Folks, the Trudeau/Carney Gov was the problem all along. Trudeau's campaign on bringing 500,000 a year made this a field day for everyone around the world... Furthermore the campaigns they would have in other countries to literally sell the idea for them to apply to become an immigrant in Canada. The libs are 100% responsible for what is happening now... For me to tell an immigrant, the he/she is not wanted here is not relevant... The government sold them the pitch to come here for a better life.... Trudeau allowed other loopholes to happen too.... Migrants through applying to colleges and universities, migrants through the liberal foreign work program and the list goes on. Now we have a problem and everyone sees it.... The question is what do we do as Canadians... I exercised my vote for blue...but we still had a majority of liberal supporters which was not just surprising but it seemed that people think Conservatives are bad people who are racist and want to follow trumps steps... i begged to differ.... I think what many of us are aiming for is a cleaning up of liberal policies... And stop immigration from ALL PLACES. Allow Canada to re-coop, reestablish and redevelop what it always was.
Identity Attack0.10221587
Insult0.06984934
Profanity0.02167175
Threat0.007909686
Severe Toxicity0.0043296814
Low Tox 0.165053 Constructive 0.776
Sep 8, 2025 Why Canadians Are Turning Against …
Canada has a very good immigration system that benefits the Canadian economy (point system), then there are a few bypasses that completely ruins it to grease the pockets of a few and gain cheap votes(students …
Canada has a very good immigration system that benefits the Canadian economy (point system), then there are a few bypasses that completely ruins it to grease the pockets of a few and gain cheap votes(students pipeline, abuses of family reunification, fake "refugees", ...).
Identity Attack0.0775651
Insult0.07365121
Profanity0.013678487
Threat0.007573096
Severe Toxicity0.0030517578
Low Tox 0.1641865 Moderate Con 0.438
Dec 30, 2025 Deportations From Canada at Their …
and gen z continues to vote for this... giving their jobs away..lol so they can live with their parents forever
and gen z continues to vote for this... giving their jobs away..lol so they can live with their parents forever
Identity Attack0.013345404
Insult0.06512285
Profanity0.02522431
Threat0.008323951
Severe Toxicity0.003566742
Low Tox 0.1641865 Moderate Con 0.308 Policy_Critique
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
India is the Country from where 75% International Study Visa Applications come from. Hence, It would automatically be also the pre dominant country from where Frauds are flagged from... Ofcourse... Politicians just trying to create …
India is the Country from where 75% International Study Visa Applications come from. Hence, It would automatically be also the pre dominant country from where Frauds are flagged from... Ofcourse... Politicians just trying to create a narrative to divide people to earn more votes and then serving their Corporate Bosses.
Identity Attack0.104676254
Insult0.07270074
Profanity0.01887069
Threat0.0074048014
Severe Toxicity0.0035476685
Low Tox 0.1641865 Moderate Con 0.308
Sep 28, 2025 IRCC Names India in Study …
The Cdn electorate voted the same party that was responsible for this into power again. Gluttons for punishment.
The Cdn electorate voted the same party that was responsible for this into power again. Gluttons for punishment.
Identity Attack0.008842488
Insult0.06757036
Profanity0.022013342
Threat0.04201601
Severe Toxicity0.0036621094
Low Tox 0.16331999 Low Con 0.28
Jun 18, 2025 1 likes How Canada broke its immigration …
You voted Liberal, then don’t complain, this is what you voted for and things will only get worse
You voted Liberal, then don’t complain, this is what you voted for and things will only get worse
Identity Attack0.033784978
Insult0.0654725
Profanity0.017845914
Threat0.00780612
Severe Toxicity0.0027656555
Low Tox 0.16331999 Low Con 0.25 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Maybe they are pretending to be clueless to avoid culpability for intentionally bringing in millions of immigrants simply for more Liberal votes! They know what they are doing.
Maybe they are pretending to be clueless to avoid culpability for intentionally bringing in millions of immigrants simply for more Liberal votes! They know what they are doing.
Identity Attack0.10221587
Insult0.05964688
Profanity0.015249812
Threat0.008013252
Severe Toxicity0.0028038025
Low Tox 0.16098402 Low Con 0.181 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Hope they cant all vote!
Hope they cant all vote!
Identity Attack0.01374736
Insult0.03423163
Profanity0.016035475
Threat0.08856395
Severe Toxicity0.0059890747
Low Tox 0.16098402 Low Con 0.239 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Please let's unite to vote liberal out.
Please let's unite to vote liberal out.
Identity Attack0.089145996
Insult0.04852104
Profanity0.020168742
Threat0.018019408
Severe Toxicity0.0045394897
Low Tox 0.16043124 Moderate Con 0.353 Call_To_Action
Aug 25, 2025 10 likes Why Canadians Are Turning Against …
Remember to vote Canadians...there is only 1 party that has caused this problem :/
Remember to vote Canadians...there is only 1 party that has caused this problem :/
Identity Attack0.10409598
Insult0.06285016
Profanity0.011492296
Threat0.008129764
Severe Toxicity0.003566742
Low Tox 0.16043124 Moderate Con 0.339 Call_To_Action
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I voted blue because I didn't want this in my country! The government is to blame.
I voted blue because I didn't want this in my country! The government is to blame.
Identity Attack0.050671257
Insult0.045007613
Profanity0.019075647
Threat0.0091524795
Severe Toxicity0.0031852722
Low Tox 0.15987846 Moderate Con 0.45
Aug 25, 2025 Why Canadians Are Turning Against …
So why these old people voted fore liberals
So why these old people voted fore liberals
Identity Attack0.06658725
Insult0.06407392
Profanity0.022218296
Threat0.0071717775
Severe Toxicity0.0032806396
Low Tox 0.15987846 Low Con 0.274
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Next election maybe you should vote for conservatives because Liberals are selling you out.
Next election maybe you should vote for conservatives because Liberals are selling you out.
Identity Attack0.025605056
Insult0.06617179
Profanity0.019348921
Threat0.010265815
Severe Toxicity0.0024604797
Low Tox 0.15932569 Low Con 0.244
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Canada is finished. Keep voting liberals
Canada is finished. Keep voting liberals
Identity Attack0.08170113
Insult0.054376744
Profanity0.017504321
Threat0.013321015
Severe Toxicity0.0049209595
Low Tox 0.1587729 Low Con 0.209 Call_To_Action
Oct 2, 2025 1 likes IRCC Names India in Study …
Canada was lost when Justin and his father turned a blind eye to Khalistanis in name of vote bank politics
Canada was lost when Justin and his father turned a blind eye to Khalistanis in name of vote bank politics
Identity Attack0.058401883
Insult0.06984934
Profanity0.014327513
Threat0.009230154
Severe Toxicity0.003528595
Low Tox 0.1587729 Low Con 0.257 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians …
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians along with immigrants who came here in the ’70s, ’80s, and ’90s had one goal in mind to work hard, build a better life, and help "make Canada a stronger and more prosperous country". Their efforts over the last 60 years are clear in the Canada we inherited. In contrast, the Liberal and NDP approach has been to ignore these warnings and push policies that are eroding the very foundations of what made this country thrive. Instead of focusing on integration, responsibility, and opportunity, they are enabling divisions and importing problems rather than solutions. So, to the commenters who keep voting Liberal and NDP: thank you because you are ensuring this decline will continue.
Identity Attack0.10221587
Insult0.076502606
Profanity0.015864678
Threat0.0074824756
Severe Toxicity0.0034713745
Low Tox 0.15822013 Constructive 0.721
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
Thanks Trudeau. He flooded the country for liberal votes
Thanks Trudeau. He flooded the country for liberal votes
Identity Attack0.014350293
Insult0.077136256
Profanity0.018734055
Threat0.009955117
Severe Toxicity0.0033569336
Low Tox 0.15766735 Low Con 0.291
Dec 25, 2025 3 likes Deportations From Canada at Their …
I would be happy to pay for a Canadian version of ICE round them all up. They voted for elbows up they pay the price but yet they will vote elbows up again. 😂
I would be happy to pay for a Canadian version of ICE round them all up. They voted for elbows up they pay the price but yet they will vote elbows up again. 😂
Identity Attack0.028886627
Insult0.07428485
Profanity0.018529098
Threat0.01187109
Severe Toxicity0.0042915344
Low Tox 0.15600902 Moderate Con 0.313
Aug 25, 2025 Why Canadians Are Turning Against …

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.