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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: "I like how Trump is …" 64 comments · Page 2 of 3
There is not a single thing wrong with how Trump is getting rid of illegals. The problem lays with the democrat party that are sicking their dogs on to I.C.E. agents and making a spectacle …
There is not a single thing wrong with how Trump is getting rid of illegals. The problem lays with the democrat party that are sicking their dogs on to I.C.E. agents and making a spectacle on purpose. The msm is playing along with the democrats and doing there best to make it all look like it is Trumps fault. You cannot hate the Liberals and Democrats enough. They hate us.
Identity Attack0.3072352
Insult0.37279442
Profanity0.077731855
Threat0.04363242
Severe Toxicity0.015544481
Moderate 0.3811502 Moderate Con 0.41 Fear_Threat
Feb 17, 2026 41 likes LILLEY UNLEASHED: The fall of …
Sounds like canada wants to follow the big bad Trump and America lol i thought we were the bad guys and yall love illegals
Sounds like canada wants to follow the big bad Trump and America lol i thought we were the bad guys and yall love illegals
Identity Attack0.33352965
Insult0.2679134
Profanity0.040409464
Threat0.007534259
Severe Toxicity0.009689331
Moderate 0.3389984 Low Con 0.222 Comparative_Framing
Feb 18, 2026 Canadian immigration officers investigating hundreds …
About what I'd expect from a Far Right Wing Newspaper like the National Post. Create a problem where no problem exists and blame it on non-White Immigrants. Right out of the Trump playbook.
About what I'd expect from a Far Right Wing Newspaper like the National Post. Create a problem where no problem exists and blame it on non-White Immigrants. Right out of the Trump playbook.
Identity Attack0.38318536
Insult0.16773392
Profanity0.021740068
Threat0.009722093
Severe Toxicity0.008735657
Moderate 0.3389984 Moderate Con 0.317
Jun 22, 2025 How Canada broke its immigration …
All the fake asylum seekers should be sent to peaceful African countries (like Trump is doing) if they fabricate that their life is at risk in their home country. People trying to scam the system …
All the fake asylum seekers should be sent to peaceful African countries (like Trump is doing) if they fabricate that their life is at risk in their home country. People trying to scam the system should be dealt with innovative solutions...
Identity Attack0.36702603
Insult0.24835461
Profanity0.031140719
Threat0.012699619
Severe Toxicity0.010528564
Moderate 0.3302291 Moderate Con 0.33
Dec 24, 2025 1 likes Deportations From Canada at Their …
This mass immigration is deliberate and if you follow global politics you will see this isn’t just happening in Canada. It’s happening in the UK FRANCE GERMANY IRELAND SCOTLAND AUSTRALIA NEW ZEALAND POLAND HUNGARY BRUSSELS …
This mass immigration is deliberate and if you follow global politics you will see this isn’t just happening in Canada. It’s happening in the UK FRANCE GERMANY IRELAND SCOTLAND AUSTRALIA NEW ZEALAND POLAND HUNGARY BRUSSELS SPAIN ITALY PORTUGAL some of the above nations have woken up and have said enough. Both Poland and Hungary have said enough. Now the EU is calling them racists. It’s all Indian or Muslim immigration. They don’t immigrate for a better life it’s to take over and it’s millions of fighting g age men too. Our countries are setting up for award, civil wars. France just issued a memo to hospitals to get ready for military mass casualties that will start within 12 months from now. These globalists have been planning this great reset and new world order for many decades. I stared investigating these wicked globalists over a decade ago now. I have all evidence and receipts saved. How do you implode a nation, crash an economy, make citizens reliant on govt for everything… why bring in millions of immigrants and put their needs first. You can go to any city or town in Canada now. It’s hard to find a Canadian working. In Canada we have foreign workers programs that allows businesses to hire foreigners and the liberal federal govt pays 1/3 of these foreigners salaries. So of course any business like retail or restaurant’s biggest overhead is labour costs so if they can save like $6.00 an hour on every employee why wouldn’t they opt in for that. I also did a very deep dive into the voters in Canada. At least 4.5 million out of the 8.5 million voted the Carney liberals got in April 2025 were immigrant votes. That’s why Carney and liberals pander to the gigantic Muslim population in Canada. Muslims, Chinese, Indians from India, Ukrainians, Filipinos they all pretty much vote liberal. There weee over 100 Muslim groups that told their Muslim community to only vote for candidates that support Gaza Muslims and Palestinians. How is that not election interference. We know the Chinese directly interfere in our elections by threatening Chinese Canadians to vote liberal or their families in China will be harmed or they will be harmed inside Canada. In June Carney said Muslim values are Canadian values. Either this clown has no idea how radical Islam is or he knows and just panders for votes. Liberal cabinet ministers Anita Anand and Melanie Joly they both openly campaigned saying they must support Palestine because they both have large Muslim populations in their respective ridings. Over half of the liberal voter base is foreign now. I started in 2019 telling the federal conservatives look the liberals are importing new liberal voters. The party needs a strategy to win over the immigrant vote. I proposed hiring a team of individuals from the Muslim community, Chinese community etc to brainstorm on how to get their message across that if your an immigrant your best to vote conservative because the liberals don’t care about them they just want their vote. Show them how they may never own a home, how their kids will be worse off than them. That buy bringing in about 2 million more immigrants a year it is causing inflation and the affordability crisis. I believe if you can show these immigrant communities the truth they may consider voting conservative. Bit of the conservatives refuse to pivot we will never see another federal conservative govt in our lifetimes. It’s not racist it’s the truth. We need a foreign registry act to kick out foreign entities that harass bully and threaten immigrants in Canada to bend the knee or else. If we have 100 Islamic groups telling their community it’s yo only vote one way charge them with election interference. We need electoral reform badly in Canada. We need to end all immigration to Canada for at least 5 years maybe even 10. We need to deport those here illegally. No more fake asylum claims. This country can still be saved but we need immigrants on board to help save it. We need to remove broadcasting licenses of mainstream media networks that lie and bash conservatives. That’s deliberate political interference. It’s time we enforce the law. No more hate speech or hate crimes against any community especially the Jews. Deport these ppl back to Gaza if they are here on visas or revoke their citizenship and send them packing. We need ICE in Canada like they have in America. It’s long over due. If we get a hold of our borders and we stop the drugs we would have a new trade deal with Trump tomorrow. Carney doesn’t want that because it’s all he has to fear monger ppl oh bad Trump me Tarzan me good bad orange man. Haven’t you had enough now Canada? Wake up before it’s too late for anyone to save this country.
Identity Attack0.3802808
Insult0.16766082
Profanity0.035900343
Threat0.011586283
Severe Toxicity0.012833111
Moderate 0.32074678 Constructive 0.679 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
This video is misleading with much information..What many do not know and even homeowners..that their Property Taxes do go for the schooling and HUD assisstance is shared with illegals...just like visas that are overstayed..On the …
This video is misleading with much information..What many do not know and even homeowners..that their Property Taxes do go for the schooling and HUD assisstance is shared with illegals...just like visas that are overstayed..On the surface we are taught there is not corruption in the system..BS ..Sanctuary cities and much more BS negates this whole video..this sounds like Obama Rhetoric not Trump...Remember the system is still corrupt and California Governors have been Jesuit controlled for decades..
Identity Attack0.10221587
Insult0.24928534
Profanity0.11168506
Threat0.008259222
Severe Toxicity0.011444092
Moderate 0.30993456 Constructive 0.681
Jan 29, 2019 How much do refugees and …
In your video, you are unfairly targeting Indians and even showing Hindu Gods’ idols in a disrespectful way, which is highly inappropriate. What you failed to show is how other communities, including certain refugee groups, …
In your video, you are unfairly targeting Indians and even showing Hindu Gods’ idols in a disrespectful way, which is highly inappropriate. What you failed to show is how other communities, including certain refugee groups, have also influenced Canadian society in ways that often go unquestioned. Indians – especially Hindus – come to Canada by investing huge amounts of money, and they quietly contribute to the economy and culture without creating disturbances. Hindus rarely do anything other than celebrate their festivals peacefully in parks. Yes, the job market is tough – but it’s the same for everyone. I myself served as a Director in a Canadian supermarket chain and have been without a job for 13 years. My kids face the same struggle. But instead of talking about real issues, your video paints Indians in a very negative light. Why? Even leaders like Donald Trump tried this path of targeting communities, and it led only towards division and disaster. Please don’t create mental agony and hatred against Indian Hindus. These are the very people who generate jobs, run businesses, and quietly support society. I rate your video as a disgusting attempt to twist personal frustrations into a community-blaming narrative, even bringing in Indians who, sadly, criticize their own background. Targeting Indians and showing Hindu Gods’ idols is shameful and disrespectful. Hindus come to Canada by investing heavily, live peacefully, and contribute to society without disturbing anyone. The job market is tough for everyone – blaming Indians is nonsense. Your video spreads hate instead of facts and creates unnecessary division. Indians, especially Hindus, are job creators, not destroyers. This video is nothing but a disgusting attempt to twist personal frustration into hate against a community.
Identity Attack0.3072352
Insult0.12883772
Profanity0.029186781
Threat0.009696201
Severe Toxicity0.008850098
Low Tox 0.27975297 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Why are you people blaming the whole community .A lot of indians came there legally , and worked hard to have a good life there . They pay taxes and don't do anything illegal. Doesn't …
Why are you people blaming the whole community .A lot of indians came there legally , and worked hard to have a good life there . They pay taxes and don't do anything illegal. Doesn't mean every indians are like that ,a lot of them came illegally. deport such people instead of generalizing an entire community. After all this, canandians elected the same government into power that made this mess in the first place just because they hate trump
Identity Attack0.27991617
Insult0.1087965
Profanity0.02795705
Threat0.008919456
Severe Toxicity0.005378723
Low Tox 0.27047762 Constructive 0.631 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada…Canada..stop..stop..visa,immigration & refugees..all frauds with government..be like’s president TRUMPS..he is absolutely right…otherwise ..we will be next USA..unemployment ,inflation…& more crime…wakes up…they peoples gets undeserved benefits from Canada governments..we know everything..how governments authorities..don’t know this all …
Canada…Canada..stop..stop..visa,immigration & refugees..all frauds with government..be like’s president TRUMPS..he is absolutely right…otherwise ..we will be next USA..unemployment ,inflation…& more crime…wakes up…they peoples gets undeserved benefits from Canada governments..we know everything..how governments authorities..don’t know this all scandals..wondering…some thing big way wrong going on government side’s also…go deeply…once again I repeat..refugees status very big scandals kicks them immediately out of Canada..most of them working..unofficial in cash payments received…& government all benefits & finance enjoying…that’s more burden on governments & tax payers in Canada..wakes up..mercy less..immediately..still not too late..otherwise once in futures Canadian citizens will be refugees…we know at least India…consultants & contacts in Canada..sir..wakes up..wakes up.
Identity Attack0.2127345
Insult0.16817254
Profanity0.02344803
Threat0.010835429
Severe Toxicity0.009651184
Low Tox 0.26859093 Constructive 0.532
Nov 8, 2025 1 likes IRCC Names India in Study …
I say deport anyone who came here from the 70s and there families only W canadiens stay — including the person who made this video. I don’t care if they have children here; they should …
I say deport anyone who came here from the 70s and there families only W canadiens stay — including the person who made this video. I don’t care if they have children here; they should face the legal and removal from the country . that will definably free up housing and jobs just like trump is doing
Identity Attack0.20680901
Insult0.0818789
Profanity0.02030538
Threat0.100830056
Severe Toxicity0.01302678
Low Tox 0.26293078 Moderate Con 0.436 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Indian living in India. I think NRIs should be more accommodating to Canadians as someday if they are thrown out like TRUMP is doing it would be terrible.
Indian living in India. I think NRIs should be more accommodating to Canadians as someday if they are thrown out like TRUMP is doing it would be terrible.
Identity Attack0.27340925
Insult0.09416737
Profanity0.021125201
Threat0.017328756
Severe Toxicity0.007286072
Low Tox 0.26293078 Constructive 0.651
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
😢😢😢Send all back wuere they comee from 😮😮😮😮Like Donald Trump did it 😮😮😮😮please do something about it for CANADA..
😢😢😢Send all back wuere they comee from 😮😮😮😮Like Donald Trump did it 😮😮😮😮please do something about it for CANADA..
Identity Attack0.10221587
Insult0.07967083
Profanity0.022559889
Threat0.044602267
Severe Toxicity0.010528564
Low Tox 0.25462922 Low Con 0.299
Oct 6, 2025 2 likes Why Canadians Are Turning Against …
Can trump come take the liberals like he did maduro please
Can trump come take the liberals like he did maduro please
Identity Attack0.10221587
Insult0.06921569
Profanity0.04141149
Threat0.0475118
Severe Toxicity0.008430481
Low Tox 0.23451406 Low Con 0.257 Call_To_Action
Jan 3, 2026 New rules, regulations take effect …
Do like trump. Start rounding them up and ship them out.
Do like trump. Start rounding them up and ship them out.
Identity Attack0.013948337
Insult0.058475737
Profanity0.019622196
Threat0.13815513
Severe Toxicity0.00667572
Low Tox 0.20312156 Low Con 0.144 Call_To_Action
Oct 4, 2025 IRCC Names India in Study …
There are more serious reasons, and the total number of temporary work permit holders as a percentage of the Canadian population is just a small fraction, while there is unemployment and crisis around the world, …
There are more serious reasons, and the total number of temporary work permit holders as a percentage of the Canadian population is just a small fraction, while there is unemployment and crisis around the world, and the impact of Trump’s tariffs. But immigrants are seen as the black sheep and blamed for everything in all agendas of both parties. If the Canadian government wants to limit businesses from hiring temporary work permit workers, they should set a quota for them. Businesses that cannot hire Canadian workers must leave those positions vacant. All companies like Tim Hortons, Metro, Farms, fast food shops, etc. should be banned from hiring temporary permit workers, and any company that hires more than 10% of its staff must be seriously fined. Is it difficult to do? Too easy.
Identity Attack0.11512129
Insult0.089778624
Profanity0.027273865
Threat0.0075083673
Severe Toxicity0.0046157837
Low Tox 0.19124292 Constructive 0.657
Oct 1, 2025 1 likes IRCC Names India in Study …
It makes you understand why so many Americans voted for Trump and support ICE. The extreme left media like CBC and CNN try to make it out like a bad thing, but Canada needs ICE …
It makes you understand why so many Americans voted for Trump and support ICE. The extreme left media like CBC and CNN try to make it out like a bad thing, but Canada needs ICE as well. We need these people out of our country…NOW!!!❤🇨🇦
Identity Attack0.05976611
Insult0.0816321
Profanity0.014703264
Threat0.012440704
Severe Toxicity0.004119873
Low Tox 0.19124292 Constructive 0.557
Sep 30, 2025 5 likes IRCC Names India in Study …
Bruh idk why Democrats are getting mad AF on what President Trump is doing securing the border and arresting, deporting Illegals. Imagine if Trump didn't win presidency then US will just going to be just …
Bruh idk why Democrats are getting mad AF on what President Trump is doing securing the border and arresting, deporting Illegals. Imagine if Trump didn't win presidency then US will just going to be just like what happening to Canada or Brampton.
Identity Attack0.06929302
Insult0.07967083
Profanity0.05168226
Threat0.010654188
Severe Toxicity0.0049591064
Low Tox 0.19124292 Moderate Con 0.483 Comparative_Framing
Feb 11, 2026 Inside Canada's Indian Invasion...
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, and neither Ottawa nor Washington knew how to deal with this, other than to mass-import lots of foreigners in order to dilute the Anglo-French divide that was quickly turning toxic. Washington was not going to allow a new country to form on its northern frontier, potentially creating a new geopolitical fault line which could be exploited by the Soviet bloc. Therefore all the stops would be pulled out to rearrange the demographics of the suddenly fragile Canada. 3) This immigration game is just a human trafficking operation. Canada itself has been reduced to a human trafficking operation, originally to counter Quebec separatism, and then later the politicians just plain got addicted to importing new voters, rather than solving the problems of existing voters through good governance. 4) We're all up the creek without a paddle. Neither do I have any solutions to the current mess, nor do the people who made this video have any solutions. It's now like the weather - we can complain about it, but can't change it. Maybe Trump can solve it by breaking up Canada and turning pieces of it into new American states. I know - it's blasphemy - but... 5) *_I too am of Indian heritage,_* and have been a Canadian for over half a century.
Identity Attack0.105836816
Insult0.075868964
Profanity0.024062896
Threat0.009644418
Severe Toxicity0.004119873
Low Tox 0.18079062 Constructive 0.573 Unverified_Claim
Oct 2, 2025 1 likes 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 …
The guy in bike sound like trump lol
The guy in bike sound like trump lol
Identity Attack0.010655383
Insult0.06953252
Profanity0.027683776
Threat0.007935578
Severe Toxicity0.0030708313
Low Tox 0.15324512 Low Con 0.205 Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us …
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us to death, or do we get out and call the successful fire dept, like Argentina, Trump and Poland. So tired of asking why, isn't it obvious
Identity Attack0.033269364
Insult0.031697463
Profanity0.018255826
Threat0.0824309
Severe Toxicity0.005264282
Low Tox 0.15103401 Moderate Con 0.329
Aug 29, 2025 Why Canadians Are Turning Against …
Enough. Get busy, like Mr. Trump.
Enough. Get busy, like Mr. Trump.
Identity Attack0.0037922803
Insult0.0817555
Profanity0.014395831
Threat0.008259222
Severe Toxicity0.0020694733
Low Tox 0.15048122 Low Con 0.122 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they …
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they were in a program who said that come to Canada and you will have citizenship if you adapt to our country. We change the rules in middle of the program!!! Those people left everything to come to our country! It's an honor for us that they choose to come here. We need people for specific jobs and send them back??? That is looking like Trump manner!!! We should be angry and ashame of the way liberal treat those people!!! We live in a really crual world! Where are our humanity and empathy??? There is a lot of good people who come here to have a good life and be good citizens. I met an young woman from Ukraine and I said to her: I love Ukraine! She jump in my arms and put her head in my shoulder!!! That is a moment I will never forget...
Identity Attack0.058856625
Insult0.061626412
Profanity0.017777596
Threat0.007624879
Severe Toxicity0.004081726
Low Tox 0.1460314 Constructive 0.792 Moral_Argument
Jan 1, 2026 Deportations From Canada at Their …
To be so lenient on passport distribution opens up the floodgates to criminals worldwide. We need Trump policies here sounds like Trudeau is still in Power.
To be so lenient on passport distribution opens up the floodgates to criminals worldwide. We need Trump policies here sounds like Trudeau is still in Power.
Identity Attack0.0076585566
Insult0.07808672
Profanity0.01220964
Threat0.008272167
Severe Toxicity0.0019836426
Low Tox 0.13908891 Moderate Con 0.346
Jan 14, 2026 Canada’s new rules in 2026
The schools took in billions and made the municipalities take on the burden of rental demands, cost of food and resources. Sue the schools for not providing housing! Sue the immigration lawyers for scamming the …
The schools took in billions and made the municipalities take on the burden of rental demands, cost of food and resources. Sue the schools for not providing housing! Sue the immigration lawyers for scamming the students for $3k to $5k! Time for a Trump like investigation! Luckily for Canada, we provide ZERO jobs unlike the Tech Cos in the USA!
Identity Attack0.035589635
Insult0.06757036
Profanity0.016616182
Threat0.007793174
Severe Toxicity0.0026130676
Low Tox 0.13561769 Constructive 0.545 Policy_Critique
Sep 27, 2025 5 likes IRCC Names India in Study …

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.