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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 #}

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Active: "It's all about money and …" 786 comments · Page 21 of 32
Find them and straight to the airport send them all home RIGHT AWAY. No need to interrogate, detain and waste anymore time & money.
Find them and straight to the airport send them all home RIGHT AWAY. No need to interrogate, detain and waste anymore time & money.
Identity Attack0.010581387
Insult0.034451995
Profanity0.013917602
Threat0.10389658
Severe Toxicity0.005645752
Low Tox 0.15766735 Low Con 0.211 Call_To_Action
Sep 29, 2025 14 likes IRCC Names India in Study …
This is gonna trigger the “muhhh family have more money than you poor Jonny” crowd
This is gonna trigger the “muhhh family have more money than you poor Jonny” crowd
Identity Attack0.0073625734
Insult0.076185785
Profanity0.033144772
Threat0.009592636
Severe Toxicity0.0031852722
Low Tox 0.15766735 Low Con 0.235 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Everybody wants a new life... But not everybody gets one, message for Immigrants lobby the Governments from where you came from, to use the money( Billions $$$) they receive to re-build your broken Countries. That …
Everybody wants a new life... But not everybody gets one, message for Immigrants lobby the Governments from where you came from, to use the money( Billions $$$) they receive to re-build your broken Countries. That money goes into their pockets, why does you plight have to be the Wests problem... We need to look out for our own for a change.
Identity Attack0.10221587
Insult0.05262003
Profanity0.013234417
Threat0.0066215824
Severe Toxicity0.0028800964
Low Tox 0.15656179 Constructive 0.625
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Canada was build on indian money ...we will come no matter what 😂😂
Canada was build on indian money ...we will come no matter what 😂😂
Identity Attack0.10699738
Insult0.03710241
Profanity0.02071529
Threat0.006757513
Severe Toxicity0.0037765503
Low Tox 0.15656179 Low Con 0.269 Humor_Satire
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
less than a toonie per canadian to send them back. I'd say it's money well spent, considering every items cost more than $2 in Dollarama.
less than a toonie per canadian to send them back. I'd say it's money well spent, considering every items cost more than $2 in Dollarama.
Identity Attack0.059311368
Insult0.0670459
Profanity0.034146797
Threat0.0091524795
Severe Toxicity0.0042152405
Low Tox 0.15545623 Constructive 0.518
Dec 24, 2025 4 likes Deportations From Canada at Their …
I agree many things, but not agreeing to “ not paying tax”, “not working hard” & “just cross the border illegally”, most new Brampton residents pay high taxes as most work at jobs and payroll …
I agree many things, but not agreeing to “ not paying tax”, “not working hard” & “just cross the border illegally”, most new Brampton residents pay high taxes as most work at jobs and payroll money comes after tax. Maybe minor fraction like (0.01%) might be working in cash not paying tax. It’s just their frustration speaking. Almost all Indian immigrants are not refugee that they come free to Canada and live in hotels for free. Indian immigrants are economic immigrants, who came here legally with investing big money and working in country and giving back. Most people in this video are confusing refugee with Indian immigrants. Indian immigrants don’t get any extra benefits than any other Canadians, even gets less or exploited by locals…
Identity Attack0.120924085
Insult0.058475737
Profanity0.018324144
Threat0.0068999166
Severe Toxicity0.003376007
Low Tox 0.15490346 Constructive 0.797 Policy_Critique
Nov 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Allowing them in for a vote!!!! Where are they going to live? Why are tax payers on the hook for all the money immigrants receive when coming to Canada? Look at the state this country …
Allowing them in for a vote!!!! Where are they going to live? Why are tax payers on the hook for all the money immigrants receive when coming to Canada? Look at the state this country is in!!! Liberals need to go and right quick! This country needs a real leader!!!
Identity Attack0.08170113
Insult0.056133457
Profanity0.014566627
Threat0.008311004
Severe Toxicity0.0036621094
Low Tox 0.1537979 Moderate Con 0.369
Jan 3, 2026 4 likes New rules, regulations take effect …
I owed to gas stations and trust me they all abuse the visa system and send all the money home.
I owed to gas stations and trust me they all abuse the visa system and send all the money home.
Identity Attack0.012842959
Insult0.034451995
Profanity0.02208166
Threat0.05688698
Severe Toxicity0.0048828125
Low Tox 0.1537979 Moderate Con 0.375 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
She’s the perfect lieberal… in it for the money, unable or unwilling to give a straight answer and obviously spends her time on anything but learning the ins and outs of her portfolio. ⚡️
She’s the perfect lieberal… in it for the money, unable or unwilling to give a straight answer and obviously spends her time on anything but learning the ins and outs of her portfolio. ⚡️
Identity Attack0.008620501
Insult0.08030447
Profanity0.013507691
Threat0.0061425893
Severe Toxicity0.0016212463
Low Tox 0.1537979 Low Con 0.151 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
STOP GIVING THEM MONEY HOMES JOBS HANDOUTS MUST STOP 🛑!!!!!
STOP GIVING THEM MONEY HOMES JOBS HANDOUTS MUST STOP 🛑!!!!!
Identity Attack0.009545447
Insult0.04032305
Profanity0.02385794
Threat0.010032792
Severe Toxicity0.005340576
Low Tox 0.15324512 Low Con 0.168
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, …
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, ZERO $$$! Then I had to apply to get Disability Canada Pension because I can't physically work anymore.. (damaged back, head injury, I have to use a cane and knee braces to walk)! I spent my savings just surviving while being forced to fight for MY money from my own government for 5 years just to get a measly $300. a month! THAT'S IT! Luckily my spouse works , we paid off our house ten years ago! But, we still barely get by! Every person I speak to about my case with the government on the phone, can barely speak English and yell at me or are VERY impatient with me, because I can't understand THEM, they usually hang up! When I ask to please speak to someone IN Canada, they hang up, then I have to wait another hour to talk to someone else! (I went to 4 government funded agencies to see if I could possibly get a job working from home, because I have trouble getting out! All sent me somewhere else! One agency who is supposed to help disabled people in WPG, REES, the agent refused to talk to me or look me in the eye, * he got a supervisor to talk to me! Because he's Muslim and I'm Gay! They were continuously hostile/aggressive towards me without reason??? I volunteer at 2 different food banks , I've met TONS of people who have never worked a day in their lives, their family, parents, grandparents have never worked... EVER! Yet they have brand new trucks??? Still go to food banks? AND, several new Canadians who I've met, have never worked a day in Canada... Some with new cars??? Yet everyone else receives 10 times what I receive to live on??? I PAID TAXES ALL OF MY LIFE! We can't afford a car! Yet... I don't blame them! I would take it they offered! I blame our government (NDP, Libs, AND CONservatives) who don't give a crap about disabled and seniors in Canada! Or if you paid taxes all of your life , into a system that's supposed to help when you need it! ALL politicians in Canada just whore out their votes! I've volunteered for almost 40 years, also holding down jobs, helping others, I've never seen so may seniors and disabled people forced to access food banks and soup kitchens than the last few years! EVER! Disabled people have to constantly prove they are disabled enough to get kitchen scraps from sociopathic politicians who are over paid and under worked! Fees go up, taxes go up, housing goes up, property taxes go up, bus fairs go up, etc.. Services go WAY down! We can afford trillion$ in corporate welfare, but not help our own? Seniors can't afford to live in their homes anymore! YOU'RE WELCOME for paying for YOUR golden pensions pig politicians, and NOT helping us when we need it! POS!
Identity Attack0.018168874
Insult0.06858205
Profanity0.040158957
Threat0.009463178
Severe Toxicity0.005302429
Low Tox 0.15324512 Constructive 0.763 Personal_Narrative
Sep 3, 2025 1 likes Why Canadians Are Turning Against …
Who is paying for these hearing ? Who is paying for their medical care? How are they contributing to Canada ? If they are burdens to our system which us Canadians have paid into our …
Who is paying for these hearing ? Who is paying for their medical care? How are they contributing to Canada ? If they are burdens to our system which us Canadians have paid into our entire lives they need to go right now asap! We need our money to go into our people.. into housing and healthcare for the people that have been born and raised here! Not strangers that just landed.
Identity Attack0.10221587
Insult0.061276767
Profanity0.01354185
Threat0.00746953
Severe Toxicity0.003604889
Low Tox 0.15324512 Constructive 0.533 Economic_Argument
Dec 28, 2025 Deportations From Canada at Their …
Shout down the money taps. And watch them all leave.
Shout down the money taps. And watch them all leave.
Identity Attack0.0059936526
Insult0.029934563
Profanity0.020988565
Threat0.108496375
Severe Toxicity0.0048065186
Low Tox 0.15269235 Low Con 0.145 Call_To_Action
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
My friends dad was a refugee in Sweden. He faked illnesses to get extra money and was allowed to retire 20 years earlier. Then he moved back to Syria and he still gets money, he …
My friends dad was a refugee in Sweden. He faked illnesses to get extra money and was allowed to retire 20 years earlier. Then he moved back to Syria and he still gets money, he has no job, he doesn't need it.....
Identity Attack0.084182754
Insult0.043250903
Profanity0.020032106
Threat0.008246276
Severe Toxicity0.00333786
Low Tox 0.15269235 Constructive 0.577
Jan 10, 2019 How much do refugees and …
No offence to the amazing Indian people, as a Canadian I find the majority very helpful and good for our country. However, things changed 2015- onwards- there are large scam companies now that bring unqualified …
No offence to the amazing Indian people, as a Canadian I find the majority very helpful and good for our country. However, things changed 2015- onwards- there are large scam companies now that bring unqualified people by taking money from them and creating fake student permits for them. The issue with that is that these people are OK with subpar living standards and offer their services for less than minimum wage and this creates a shadow/ cash-based economy where taxes go unreported and quality of life does not improve. This is not good for anyone- not the Canadians and older immigrants who lose jobs to these people and must pay higher taxes to maintain the infrastructure needed for a larger population. Not to mention how these new immigrants are a bit uncultured and almost like the "red-necks" of India- they throw garbage around, do not learn English, never make friendships with other races/ethnicities.
Identity Attack0.054763943
Insult0.076819435
Profanity0.022559889
Threat0.0067834044
Severe Toxicity0.002861023
Low Tox 0.15158679 Constructive 0.775 Policy_Critique
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
What I'm mad about, why only people who are well of finances, can go anywhere they please. We the poor have stay on spot we were born, although the world is God's creation, and he …
What I'm mad about, why only people who are well of finances, can go anywhere they please. We the poor have stay on spot we were born, although the world is God's creation, and he didn't made up borders. And money too. This is all fake, money and borders
Identity Attack0.029144434
Insult0.05027775
Profanity0.027547138
Threat0.0067057298
Severe Toxicity0.0023841858
Low Tox 0.15158679 Constructive 0.638 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal …
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal immigrant who migrated here with a nuclear family only on merit, I believe I earn the privilege to voice my thoughts here. First of all, rather than blaming the hoards of Indian immigrants, why don't anyone ask questions to the people who allowed it? Why not ask the politicians who vetoed it? Why not ask the police who is not able to stop reckless drivers? Why not ask the minister's who allow hospitals to run under staffed? USA has a massive Indian diaspora. But they are mostly IT workers and CEOs and Doctors. So who was at mistake of bringing illiterate, uncouth Indians to Canada? After earning all the required merit, and paying as much taxes from my family that is equivalent to minimum wages of at least 4 people, it hurts me to see undeserving people taking benefits of the system, while we get the short end. No one seemed too concerned when Indian students brought in so much money and revived some dead economies. No one blamed thousands of Punjabi businesses bringing in dollars into the economy. India, with its 150 billion people has s#!to eaters and people who can buy out Canada. You only see the bad. Press the government to bring in good people. Doctors, engineers, lawyers, scientists, business people, who will add value to the country and generate you jobs and salaries and grow this country. Not cooks and drivers only. Khalistan and Pro-BJP factions are both bad outside India. They all should go back and let the peace loving Indians and Canadians live here in peace. I don't hate anyone, but just the people who make my home country and me look bad. We ain't that bad after all.
Identity Attack0.105836816
Insult0.05262003
Profanity0.016172111
Threat0.007909686
Severe Toxicity0.0029945374
Low Tox 0.15158679 Constructive 0.821 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never …
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never got that! and they also get the child tax free benefit too…..if they have 8-10kids wow ..they are making over six figures tax free ..free dental, free RX….I have to work hard for that! No freebies for the hard working Canadian tax payers! No wonder they all want to come to Canada …the land of milk and honey and easy money…why work? She forgot to mention that a lot of refugees never pay back the money for their air fare costs to come here ..ever! A lot of them complained when they had to go on welfare after a year…a drop on income…..oh no …maybe they have to go out in the cold to work everyday…..no , just have another kid or two…why work right. No wonder we pay high taxes in Canada!
Identity Attack0.06294931
Insult0.06652143
Profanity0.020783609
Threat0.0068287146
Severe Toxicity0.0048065186
Low Tox 0.15103401 Constructive 0.651
Aug 23, 2023 2 likes How much do refugees and …
their answers are so obvious, as long as this money stealing continues it will still CONTINUE
their answers are so obvious, as long as this money stealing continues it will still CONTINUE
Identity Attack0.0034038029
Insult0.06739554
Profanity0.013917602
Threat0.006757513
Severe Toxicity0.0018310547
Low Tox 0.15048122 Low Con 0.097
Oct 1, 2025 IRCC Names India in Study …
It's to late liberals government has completely destroyed Canada more taxe money just throwing it away
It's to late liberals government has completely destroyed Canada more taxe money just throwing it away
Identity Attack0.022188433
Insult0.06442356
Profanity0.016103793
Threat0.010757755
Severe Toxicity0.0025367737
Low Tox 0.14950264 Low Con 0.259 Policy_Critique
Dec 27, 2025 1 likes Deportations From Canada at Their …
Follow the $ MONEY ! !
Follow the $ MONEY ! !
Identity Attack0.004069764
Insult0.058475737
Profanity0.117874645
Threat0.0074048014
Severe Toxicity0.005378723
Low Tox 0.147767 Low Con 0.263 Unverified_Claim
Feb 21, 2026 Canadian immigration officers investigating hundreds …
Whenever I go to the bank I get stuck waiting in line. It’s always packed with Indians taking forever. I’m not sure what they are doing. It’s probably something to do with free government money …
Whenever I go to the bank I get stuck waiting in line. It’s always packed with Indians taking forever. I’m not sure what they are doing. It’s probably something to do with free government money though.
Identity Attack0.1508922
Insult0.036325075
Profanity0.027547138
Threat0.008194493
Severe Toxicity0.004272461
Low Tox 0.147767 Moderate Con 0.423 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
How many came illegal in the same time frame as well legal but yet money spent forlegal cases ! Only reason is our liberal government allowed the overflow so that we get fed up and …
How many came illegal in the same time frame as well legal but yet money spent forlegal cases ! Only reason is our liberal government allowed the overflow so that we get fed up and allow them in with no fight.
Identity Attack0.078392304
Insult0.047935467
Profanity0.016957775
Threat0.008919456
Severe Toxicity0.0031852722
Low Tox 0.1460314 Moderate Con 0.34
Dec 29, 2025 Deportations From Canada at Their …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI to prove we had never been to North America and the process lasted almost a year and a half. No money was given to our family, my dad was working our step mother was working; but now all these immigrants get in quick and free. I have a friend that works for a bank and he tells me people who can't even speak English or French show up and deposit government cheques for 30 or 40 thousand dollars. What about Canadians born and raised here, some need help, they don't get big cheques. There has to be a stop to all this influx of people coming from other countries who have it really easy once they're here, thanks to the government. I'm not anti-immigration, as I'm an immigrant myself, but this BS has to stop.
Identity Attack0.1007269
Insult0.06477321
Profanity0.027000591
Threat0.0082074385
Severe Toxicity0.0038146973
Low Tox 0.1460314 Constructive 0.823 Personal_Narrative
Sep 20, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Canada should help their people and stop worrying about other countries If Canada wants to stop these people from coming to Canada then Canada should put money on cellphones and anyone with family in another …
Canada should help their people and stop worrying about other countries If Canada wants to stop these people from coming to Canada then Canada should put money on cellphones and anyone with family in another country has to pay more tax The reason people from other countries are in Canada is so canadians make money off selling things to them Not to remove them They pay tax so we have services and Canada helps Canadians Canadians are not helping canadians They're using foreigners as an excuse for them to not help canadians and making us lose money
Identity Attack0.10221587
Insult0.06250052
Profanity0.017299367
Threat0.0076766624
Severe Toxicity0.0038337708
Low Tox 0.14256015 Moderate Con 0.389
Dec 30, 2025 1 likes Deportations From Canada at Their …

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.