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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

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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: "And the liberals will do …" 1,410 comments · Page 35 of 57
Liberals aren't gonna do anything for Canadians, except take their money
Liberals aren't gonna do anything for Canadians, except take their money
Identity Attack0.1035157
Insult0.06250052
Profanity0.016103793
Threat0.008453408
Severe Toxicity0.00289917
Low Tox 0.17458448 Low Con 0.236
Jan 12, 2026 Canada’s new rules in 2026
The immigrants vote liberal. Tha Canada I grew up in no longer exists. The Liberals will not stop the destruction.
The immigrants vote liberal. Tha Canada I grew up in no longer exists. The Liberals will not stop the destruction.
Identity Attack0.1064171
Insult0.061101943
Profanity0.014498309
Threat0.011560392
Severe Toxicity0.0037002563
Low Tox 0.17458448 Moderate Con 0.321 Fear_Threat
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I have been working desperately to leave Canada. I would rather live in a 2nd or 3rd world that doesn't allow their country to be over run by globalist liberal schills. If i'm going to …
I have been working desperately to leave Canada. I would rather live in a 2nd or 3rd world that doesn't allow their country to be over run by globalist liberal schills. If i'm going to be taxed into oblivion and forced to shell out 200% inflation for everything every year... I can be poor elsewhere thanks.
Identity Attack0.07094744
Insult0.0810151
Profanity0.01887069
Threat0.0074565844
Severe Toxicity0.0037384033
Low Tox 0.17458448 Moderate Con 0.441
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
EVERYBODY BLAME & THANK LIBERAL & NDP VOTERS FOR THIS!!
EVERYBODY BLAME & THANK LIBERAL & NDP VOTERS FOR THIS!!
Identity Attack0.054763943
Insult0.07270074
Profanity0.014703264
Threat0.008945347
Severe Toxicity0.004310608
Low Tox 0.17371799 Low Con 0.252 Call_To_Action
Feb 23, 2026 2 likes LILLEY UNLEASHED: The fall of …
CBC Trudeau obsequious news. Why would we believe them ? ... oh, it's just a wee thing that affordable housing might be an issue (in a very cold Country) and Provinces are paid back by …
CBC Trudeau obsequious news. Why would we believe them ? ... oh, it's just a wee thing that affordable housing might be an issue (in a very cold Country) and Provinces are paid back by some quota... we know how the Liberals pay back (chump change) .. and oh, these immigrants are going to make Canada more prosperous... No mention of the Globalist agenda .. Trudeau is a BIG GLOBALIST ... taking over these immigrant's Countries is part of the plan
Identity Attack0.07012023
Insult0.0806213
Profanity0.021125201
Threat0.007145886
Severe Toxicity0.0037193298
Low Tox 0.17371799 Moderate Con 0.403
Dec 28, 2018 How much do refugees and …
The liberal government will make the criminals new RCMP officers or politicians.
The liberal government will make the criminals new RCMP officers or politicians.
Identity Attack0.017063495
Insult0.10294484
Profanity0.014942379
Threat0.009618527
Severe Toxicity0.002374649
Low Tox 0.17285149 Low Con 0.085 Policy_Critique
Feb 18, 2026 6 likes Canadian immigration officers investigating hundreds …
A Liberal unable to answer a question??? I'm shocked!!!
A Liberal unable to answer a question??? I'm shocked!!!
Identity Attack0.047190998
Insult0.08212569
Profanity0.0128245065
Threat0.007029374
Severe Toxicity0.0025558472
Low Tox 0.17198499 Low Con 0.269 Humor_Satire
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
For a while I lived in a basement room in Brampton as I worked at the airport. Big beautiful house. I had small room with a toilet, neighbours down the hall, no fire exit, no …
For a while I lived in a basement room in Brampton as I worked at the airport. Big beautiful house. I had small room with a toilet, neighbours down the hall, no fire exit, no windows... I ran into a deputy fire chief at a library and he said totally illegal but he had to look the other way .... Canadian government policy... There were about 20 people in that single family house... I was the only white guy in the neighbourhood ... They treated my well... Liberal Government brought large numbers to help facilitate the creation of the Klaus Schwab/WEF vision of the NWO... as they will support the team that brought them in unvettted. The Liberal thought is Canada is not a nation state... but part of that Globalists vision/agneda. I guess I might go to jail for saying that eh ????
Identity Attack0.13163337
Insult0.06319981
Profanity0.029050145
Threat0.009566744
Severe Toxicity0.0052261353
Low Tox 0.17198499 Constructive 0.719 Personal_Narrative
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
This is a simple answer. The liberal government came to power and slowly put progressive people in powerful positions. Now these institutions are drowning in progressive people, if you try and talk against it you …
This is a simple answer. The liberal government came to power and slowly put progressive people in powerful positions. Now these institutions are drowning in progressive people, if you try and talk against it you are destroyed.
Identity Attack0.026207991
Insult0.06372428
Profanity0.023721304
Threat0.054947287
Severe Toxicity0.0037765503
Low Tox 0.17111848 Moderate Con 0.301 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
sad to see canada going down the drain thank you liberals
sad to see canada going down the drain thank you liberals
Identity Attack0.08831879
Insult0.07555214
Profanity0.015181494
Threat0.008052089
Severe Toxicity0.003566742
Low Tox 0.17025198 Low Con 0.274 Policy_Critique
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Stop calling them Liberals. They are controlled by the CCP so start calling them communists.
Stop calling them Liberals. They are controlled by the CCP so start calling them communists.
Identity Attack0.10221587
Insult0.06739554
Profanity0.017162729
Threat0.007832011
Severe Toxicity0.003414154
Low Tox 0.1693855 Low Con 0.092 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
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 …
Are you telling me that they opened the door to millions yet they deported a staggering twenty thousand?😮 How liberal of them!
Are you telling me that they opened the door to millions yet they deported a staggering twenty thousand?😮 How liberal of them!
Identity Attack0.06522302
Insult0.06250052
Profanity0.0166845
Threat0.009592636
Severe Toxicity0.0035095215
Low Tox 0.16765249 Low Con 0.249
Dec 24, 2025 100 likes Deportations From Canada at Their …
And we question why President Trump is being so hard on Canada. We are a huge security threat. And it’s getting worse. Thanks Liberals.
And we question why President Trump is being so hard on Canada. We are a huge security threat. And it’s getting worse. Thanks Liberals.
Identity Attack0.03636306
Insult0.075868964
Profanity0.01402008
Threat0.011638066
Severe Toxicity0.0032997131
Low Tox 0.16765249 Moderate Con 0.34 Fear_Threat
Feb 27, 2026 21 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
There are absolutely no vetting with this and tons of fraud but no interest or money placed in this area. Thanks Liberals
There are absolutely no vetting with this and tons of fraud but no interest or money placed in this area. Thanks Liberals
Identity Attack0.023193322
Insult0.0838533
Profanity0.015932998
Threat0.0063885585
Severe Toxicity0.0021648407
Low Tox 0.16765249 Low Con 0.222
Sep 30, 2025 IRCC Names India in Study …
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 …
Don’t look for bleeding hearts here ….. now focus on our own country folk … get a clue liberals
Don’t look for bleeding hearts here ….. now focus on our own country folk … get a clue liberals
Identity Attack0.051808115
Insult0.0720671
Profanity0.017572641
Threat0.00823333
Severe Toxicity0.0029754639
Low Tox 0.16678599 Low Con 0.196 Identity_Assertion
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Liberal caused decline continues.
Liberal caused decline continues.
Identity Attack0.0775651
Insult0.06739554
Profanity0.016479544
Threat0.007598988
Severe Toxicity0.0029945374
Low Tox 0.16678599 Low Con 0.261 Policy_Critique
Feb 14, 2026 Canada’s new rules in 2026
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...
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive …
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive Indian increase in the population is due to Trudeau's immigration policy, the indians did not jump over the border as some of the comments suggest, they mostly came here legally, and this was done without broad agreement of the Canadian population as a whole. Canadian population went from being 30 million inhabitants to 40 millions in just over a decade, a massive population increase in a short time due mostly to Indian immigration with huge impact on housing , cost of housing, infrastructure, jobs, taxes, etc... The liberals have a lot to answer for the disaster which Canada has become in the last 10 years and yes they got rid off Trudeau, but they are still in power, stiffling the potential economic growth of Canada which should be a rich country instead of being a country where many people live from pay cheques to pay cheques.
Identity Attack0.17226285
Insult0.053791173
Profanity0.01982715
Threat0.0072365063
Severe Toxicity0.0044059753
Low Tox 0.165053 Constructive 0.801
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
We need a few years to catch up with housing, health care, etc. Immigration needs to completely stop to give us time. Concentrate on deportations. If illegal parents have a child in Canada, all 3 …
We need a few years to catch up with housing, health care, etc. Immigration needs to completely stop to give us time. Concentrate on deportations. If illegal parents have a child in Canada, all 3 should go back and revoke that child's Canadian citizenship be cause it was obtained illegally . It's time to be tough and undo all the fkg mess the liberals have caused and continue to cause to what used to be Canada!
Identity Attack0.10221587
Insult0.06669625
Profanity0.024882717
Threat0.009023022
Severe Toxicity0.0045204163
Low Tox 0.1641865 Moderate Con 0.442
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Crime is out of control because of liberals. That’s the most simplest, direct and honest answer.
Crime is out of control because of liberals. That’s the most simplest, direct and honest answer.
Identity Attack0.0775651
Insult0.06634661
Profanity0.014361672
Threat0.008893564
Severe Toxicity0.0029754639
Low Tox 0.1641865 Low Con 0.21 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
This is a CBC commercial for Trudeau's Liberals. So, they allow comments here on this story. Other less favorable Liberal stories by the CBC on YouTube, don't allow for a comment section. These migrants come …
This is a CBC commercial for Trudeau's Liberals. So, they allow comments here on this story. Other less favorable Liberal stories by the CBC on YouTube, don't allow for a comment section. These migrants come from the U.S. when the economy there is booming...WHY? It makes me wonder if many of these migrants are the worst ones. America is the first choice of most immigrants, what are these migrants running from in the U.S.???
Identity Attack0.10293542
Insult0.06424874
Profanity0.012722028
Threat0.0066086366
Severe Toxicity0.0028800964
Low Tox 0.1641865 Constructive 0.562
Feb 4, 2019 How much do refugees and …

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.