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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: "With all the tax that …" 760 comments · Page 15 of 31
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? …
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? Or wont we just be a place just like the places they are trying to leave?? Also a payment to set up your house??? LOL. I knew a single Mom who left an abusive relationship.. ( born in Canada) and you know what the government in BC gave her to help her set up her house?!! A used bed!!!Thats all,, oh and a crisis grant for $40! If she needed more than the 1000$ pre month! This is a complete joke! We need to look after Canadians first, or we wont have healthcare and become a 3rd world country too!!
Identity Attack0.06340405
Insult0.097093195
Profanity0.043165036
Threat0.00899713
Severe Toxicity0.0073623657
Low Tox 0.20705862 Constructive 0.657
Feb 9, 2019 How much do refugees and …
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this …
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this to many Canadians, but they go with the left. This will implode Canada from within. Even the legal system is being wrecked, you can't touch some immigrants, up to how many minority labels they can slap to themselves. I'll put the message here: study South America History and GET RID OF THE LEFT WHILE YOU CAN. The socialist elite doesn't care, they will live at the top, rich, untouchable, as long as the masses are paying the taxes. It doesn't matter if the country is in disarray. Immigration must have one golden rule: if you want to live like in your home country, you are not welcome and I'll be deported.
Identity Attack0.11047905
Insult0.08533409
Profanity0.028503597
Threat0.026307223
Severe Toxicity0.0076675415
Low Tox 0.20705862 Constructive 0.637
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Basically all you did was amplify racist voices , you did no research of your own. Had no numbers on how much taxes the city of brampton collects but had to show a clip of …
Basically all you did was amplify racist voices , you did no research of your own. Had no numbers on how much taxes the city of brampton collects but had to show a clip of people saying they dont pay taxes. You had no numbers on how much food the gurudwaras and temples donate. All you were opposed to were large number of people from india living together. Isn't that what happens in every immigrant community. Chinatown in SanFranscisco , Little Italy in Manhattan , Little Havana in Florida.
Identity Attack0.15303208
Insult0.082866095
Profanity0.014532468
Threat0.0065697995
Severe Toxicity0.004310608
Low Tox 0.20572066 Constructive 0.63 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Its pretty bad when they get all the help and us Canadians get nothing its so unfair they get way way to much for to long the government is at fault and us tax payers …
Its pretty bad when they get all the help and us Canadians get nothing its so unfair they get way way to much for to long the government is at fault and us tax payers have to pay it while we are out working everyday while they get to do nothing the minimum it makes me si mad...canada is suffering because of it now worst thing they ever did was ket them all over her canada is ruined now !!!!
Identity Attack0.03919895
Insult0.08508729
Profanity0.02030538
Threat0.010938995
Severe Toxicity0.0046539307
Low Tox 0.20219094 Moderate Con 0.48 Moral_Argument
Aug 26, 2025 How much do refugees and …
Some have abused our good will. Liberals have made it better for corporations to hire immigrants as they only have to pay a portion and liberals forcing taxpayers to pay the rest for the cost …
Some have abused our good will. Liberals have made it better for corporations to hire immigrants as they only have to pay a portion and liberals forcing taxpayers to pay the rest for the cost up to 17-20$ an hr!!!! We have to bring like before people who contribute to society and can stand on two feet but we have too many munchers and now under liberals 14 years of power we have the rich who avoid taxes the poor who can’t afford taxes and the nee middle class who pays all the taxes to pay for the rest. Welcome to Canada under liberals alone.
Identity Attack0.06613251
Insult0.12159709
Profanity0.028093686
Threat0.008919456
Severe Toxicity0.0048828125
Low Tox 0.20219094 Moderate Con 0.492
Nov 19, 2025 18 likes Quebec Ends Economic Immigration Program …
My town got the invasion in the past couple of years, 90% of my business is now done with Indians. Tim's, fast food, deliveries, Walmart, CDN Tire, etc. Young people can't get a start in …
My town got the invasion in the past couple of years, 90% of my business is now done with Indians. Tim's, fast food, deliveries, Walmart, CDN Tire, etc. Young people can't get a start in the job market because the govt subsidizes their wages with our taxes.
Identity Attack0.25986546
Insult0.054376744
Profanity0.016821137
Threat0.00704232
Severe Toxicity0.005264282
Low Tox 0.20219094 Constructive 0.604 Economic_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
For a fact they don't pay taxes Its against their culture 😮😅😅😮😅
For a fact they don't pay taxes Its against their culture 😮😅😅😮😅
Identity Attack0.16159154
Insult0.06757036
Profanity0.01893901
Threat0.006977591
Severe Toxicity0.0049972534
Low Tox 0.20195828 Low Con 0.269
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let …
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let them get that status are now enjoying our hard earned tax money free housing cash dental schooling college furniture even laptops??? accepted them as real refugees leaving real genuine refugees and law abiding educated hard working emigrants in the fray . Shocking Canada 🇨🇦 The emigration minister should resign cause some of them may have police records gangsters rapists we do not know Time Canada imported good decent hard working emigrants without police record
Identity Attack0.1007269
Insult0.12159709
Profanity0.023106437
Threat0.0077802283
Severe Toxicity0.0049972534
Low Tox 0.20172562 Constructive 0.528 Policy_Critique
Dec 21, 2025 IRCC Names India in Study …
lol that guy in the beginning saying they don’t pay taxes, buddy you literally get paid by the govt to do drugs and what taxes a homeless man pays ?
lol that guy in the beginning saying they don’t pay taxes, buddy you literally get paid by the govt to do drugs and what taxes a homeless man pays ?
Identity Attack0.010803374
Insult0.08831572
Profanity0.031641733
Threat0.008556974
Severe Toxicity0.0039482117
Low Tox 0.20172562 Low Con 0.226
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Free money, free housing, 50k interest free loans, all on the backs of taxpayers, no wonder ill be paying 500k plus in taxes this year. We need to deport people, if your on benefits as …
Free money, free housing, 50k interest free loans, all on the backs of taxpayers, no wonder ill be paying 500k plus in taxes this year. We need to deport people, if your on benefits as a immigrant for a year gone
Identity Attack0.12440576
Insult0.047349896
Profanity0.014874061
Threat0.027170537
Severe Toxicity0.0059127808
Low Tox 0.20126031 Moderate Con 0.484 Economic_Argument
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
As an Indian who's living in india never went to Canada even once this should be the responsibility of the government don't promote mass immigration govt should take a stand against these people if they …
As an Indian who's living in india never went to Canada even once this should be the responsibility of the government don't promote mass immigration govt should take a stand against these people if they are not paying taxes not working properly not following rules etc it's your govt and Canadian people's responsibility but in the recent Times I've never seen the worst canadian govt till date its really bad you guys should do something about your govt they are not in good trade relations with anyone around the world recent example usa
Identity Attack0.10221587
Insult0.107333586
Profanity0.029460056
Threat0.008686432
Severe Toxicity0.005493164
Low Tox 0.20102765 Constructive 0.595 Policy_Critique
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I am a legal American citizen and I do not get any free health care! I have paid into social security since I was 16. I have earned my social security over the past 45 …
I am a legal American citizen and I do not get any free health care! I have paid into social security since I was 16. I have earned my social security over the past 45 years. I also have to pay my own legal fees and my taxes paid for my child to go to public school. I do not know of any other country that gives refugees or illegal aliens ANY money or services!
Identity Attack0.17925262
Insult0.06722072
Profanity0.016957775
Threat0.0063432488
Severe Toxicity0.004634857
Low Tox 0.20102765 Constructive 0.692
Jan 21, 2019 3 likes How much do refugees and …
They walk naked says a guy without a shirt. They don't pay taxes say the guy that pays the most taxes in Brampton. 🤷‍♂
They walk naked says a guy without a shirt. They don't pay taxes say the guy that pays the most taxes in Brampton. 🤷‍♂
Identity Attack0.011321344
Insult0.06858205
Profanity0.053435806
Threat0.008168601
Severe Toxicity0.0048828125
Low Tox 0.20102765 Moderate Con 0.34
Nov 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
.any and all immigrants should co e here legally and be able to support themselves es co pletely. No tax dollars to house, feed, educate, themselves etc. Co panies should not get money to hire …
.any and all immigrants should co e here legally and be able to support themselves es co pletely. No tax dollars to house, feed, educate, themselves etc. Co panies should not get money to hire them. All I. Gra ts I cludi g refugees should pay to go school here that is K- 12education and pay for all helthcare. And finally only Christians
Identity Attack0.2463217
Insult0.034562174
Profanity0.01887069
Threat0.0071847234
Severe Toxicity0.005340576
Low Tox 0.19986437 Constructive 0.571 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
India must find a way to stop India's brain from flowing down into the drain asap. One option may be to remove DTAA & impose income tax on foreign gross income of Indian citizens, like …
India must find a way to stop India's brain from flowing down into the drain asap. One option may be to remove DTAA & impose income tax on foreign gross income of Indian citizens, like the US (US citizens/GC holders are taxed on their worldwide income, regardless of where they reside), & build a world-class work environment in India with that tax amount, so that high-skilled Indian talents can return back to India to start start-up to develop app like WhatsApp/FB/Google/Amazon/MS/Meta (like China) or find suitable job/Business.
Identity Attack0.1769227
Insult0.08484049
Profanity0.032894265
Threat0.021300001
Severe Toxicity0.0077819824
Low Tox 0.1991664 Moderate Con 0.469 Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
It's not nearly high enough...it needs to be in the hundreds of thousands. It's disgraceful how our own Lib gov opened our borders, pay the migrants and give businesses wage subsidies and tax incentives for …
It's not nearly high enough...it needs to be in the hundreds of thousands. It's disgraceful how our own Lib gov opened our borders, pay the migrants and give businesses wage subsidies and tax incentives for hiring foreigners...leaving the actual Canadians out of the loop, out of ANY advantage at all.
Identity Attack0.10815793
Insult0.08410009
Profanity0.018529098
Threat0.007340072
Severe Toxicity0.0036621094
Low Tox 0.19893374 Constructive 0.537
Dec 25, 2025 1 likes Deportations From Canada at Their …
they work and pay taxes like everyone else. Things change life changes live with it. Immigrants hating immigrants I hear it, and think people have to do a better job, nothing is free. Work hard …
they work and pay taxes like everyone else. Things change life changes live with it. Immigrants hating immigrants I hear it, and think people have to do a better job, nothing is free. Work hard live good, don't work live bad karma is a bit#@.
Identity Attack0.13805299
Insult0.06757036
Profanity0.020510335
Threat0.008103873
Severe Toxicity0.0039482117
Low Tox 0.19789438 Constructive 0.7 Moral_Argument
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Don’t know about Canada, but in US, Indians are the richest ethnic groups. Canada does attract lesser skilled Indians. However, pretty sure Indians contribute more than their share of taxes. You guys can keep on …
Don’t know about Canada, but in US, Indians are the richest ethnic groups. Canada does attract lesser skilled Indians. However, pretty sure Indians contribute more than their share of taxes. You guys can keep on hating but all the western countries need Indians as that’s where the population is. And people work hard. They are invited. >99% Indians immigrate legally. They’re abiding by rules laid by these countries. Up to these countries to decide the rules.
Identity Attack0.25309357
Insult0.054962315
Profanity0.017094411
Threat0.006925808
Severe Toxicity0.0044441223
Low Tox 0.19599396 Constructive 0.615
Oct 3, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Socialism fails when the goober mint and 50% is tax payer dependents
Socialism fails when the goober mint and 50% is tax payer dependents
Identity Attack0.024801146
Insult0.10587067
Profanity0.066963166
Threat0.006912862
Severe Toxicity0.003566742
Low Tox 0.19504376 Low Con 0.114 Economic_Argument
Jan 16, 2026 1 likes 2.9 million Canadian temporary visas …
This needs to stop apparently 224 a day, 80k+ a year for each refugee, with 35000 this year alone thats almost 3 billion on just the ones who came this year, and not the previous, …
This needs to stop apparently 224 a day, 80k+ a year for each refugee, with 35000 this year alone thats almost 3 billion on just the ones who came this year, and not the previous, this country is a joke, elbows up, my tax bill is gonna be expensive on the backs of liberal sympathy
Identity Attack0.060220852
Insult0.08508729
Profanity0.019963788
Threat0.007301235
Severe Toxicity0.0032043457
Low Tox 0.19504376 Moderate Con 0.451 Unverified_Claim
Nov 22, 2025 Thousands of refugees allowed into …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really FOR fast track Healthcare professionals/doctors into this country. Canada as a country also has to start having more children I do not know how they solve the problem but our population is aging and if we don't want to end up like Japan we have to do something about it. I see a lot of hate here in the comments (The racist and rednecks have permission to be openly racist)but this is a complex issue and don't forget Albert Einstein and Elon Musk were immigrants there is a lot of very talented people that we have to make sure we keep. How many jobs has Elon Musk created? he is not perfect I'm sure in the millions!!!! How much tax has he generated for the country?
Identity Attack0.07425626
Insult0.09416737
Profanity0.024472807
Threat0.011275585
Severe Toxicity0.005264282
Low Tox 0.19314334 Constructive 0.764
Dec 28, 2025 Deportations From Canada at Their …
Yep. Nb here. My country is Unrecognizable! I live I'm a upper class area in a housing crisis. I have at least 500 immigrants in my neighborhood. Our schools are a mess. Our Canadian children …
Yep. Nb here. My country is Unrecognizable! I live I'm a upper class area in a housing crisis. I have at least 500 immigrants in my neighborhood. Our schools are a mess. Our Canadian children have no help. I'm blown away bc I've never experienced anything like it. Tax payes pay this!
Identity Attack0.12208464
Insult0.06826523
Profanity0.020510335
Threat0.006874025
Severe Toxicity0.0045394897
Low Tox 0.19219314 Constructive 0.769
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in …
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in sight and yet immigration gets housing and money from the government, while seniors get a small pension young people with children are struggling. The government has lost its priorities giving our tax dollars away. Mark Carney is not a politician. He’s a banker. The liberals have to go.
Identity Attack0.084182754
Insult0.08212569
Profanity0.012687869
Threat0.00899713
Severe Toxicity0.00333786
Low Tox 0.19029272 Constructive 0.601 Policy_Critique
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …
I don't think hindus convert anyone, i don't think they meddle in anyone's business They work they follow the rule they pay taxes they behave well
I don't think hindus convert anyone, i don't think they meddle in anyone's business They work they follow the rule they pay taxes they behave well
Identity Attack0.21075934
Insult0.054376744
Profanity0.03489832
Threat0.007909686
Severe Toxicity0.005760193
Low Tox 0.18459146 Moderate Con 0.446
Oct 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
CANADIANS SHOULD ALL STOP PAYING TAXES AND REVOLT!!!!!!
CANADIANS SHOULD ALL STOP PAYING TAXES AND REVOLT!!!!!!
Identity Attack0.11163961
Insult0.047935467
Profanity0.013576009
Threat0.009307829
Severe Toxicity0.004673004
Low Tox 0.18269104 Low Con 0.126
Nov 21, 2025 3 likes Thousands of refugees allowed into …

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.