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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

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Active: "So what is this really …" 567 comments · Page 18 of 23
Lol jayant bhandari really right about Indian.
Lol jayant bhandari really right about Indian.
Identity Attack0.06704199
Insult0.060927123
Profanity0.048175167
Threat0.012440704
Severe Toxicity0.008125305
Low Tox 0.0926474 Moderate Con 0.353
Jan 27, 2026 Inside Canada's Indian Invasion...
You love Indian food?? Really?
You love Indian food?? Really?
Identity Attack0.051808115
Insult0.022190686
Profanity0.020578653
Threat0.0065697995
Severe Toxicity0.0024604797
Low Tox 0.091913216 Moderate Con 0.367 Meta_Commentary
Feb 20, 2026 1 likes Inside Canada's Indian Invasion...
IMO the big thing is that more housing and infrastructure need to be built to keep pace with people in an area - as housing standards are being violated - like 8 people living in …
IMO the big thing is that more housing and infrastructure need to be built to keep pace with people in an area - as housing standards are being violated - like 8 people living in an apartment is just extreme even for student housing. The crime rate dropped off massively we need to be careful about it increasing however more people equals more crime but equal or lower per capita crime rate. Poverty is always going to be poverty. The poverty issue is made worse because chornically unemployed pepole have seen their supports not keep up with inflation to the point its basically impossible to get housing on social safety net payments. This means that unemployed people basically end up homeless now. 7 m² per person for rooms with four or more occupants aged 18 or older. People should not just be packed into buildings that violate legal space and housing standards. The whole community IS government not a religious organization. This really frustrates me because the government should be insuring those standards are met not privatization of humanitarianism. Government should be humanitarian.
Identity Attack0.00984143
Insult0.033901088
Profanity0.021876704
Threat0.007935578
Severe Toxicity0.002336502
Low Tox 0.08716487 Constructive 0.802
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m really hoping that they only stay in Ontario and bc because I don’t want to have our deep culture in sk erased and over written
I’m really hoping that they only stay in Ontario and bc because I don’t want to have our deep culture in sk erased and over written
Identity Attack0.025404079
Insult0.026831545
Profanity0.015249812
Threat0.008738215
Severe Toxicity0.0021648407
Low Tox 0.08637348 Moderate Con 0.477 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
tyler are you still in toronto i really wanna meet you out
tyler are you still in toronto i really wanna meet you out
Identity Attack0.007473567
Insult0.020256994
Profanity0.023379711
Threat0.024235269
Severe Toxicity0.003528595
Low Tox 0.085582085 Moderate Con 0.383 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Lol only 296 really it's alot more how the century plan working out for you guys
Lol only 296 really it's alot more how the century plan working out for you guys
Identity Attack0.0074365693
Insult0.0233509
Profanity0.035649836
Threat0.009023022
Severe Toxicity0.0031089783
Low Tox 0.08320791 Low Con 0.285 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Really Indian people
Really Indian people
Identity Attack0.06929302
Insult0.021803947
Profanity0.027820412
Threat0.008013252
Severe Toxicity0.0038719177
Low Tox 0.08320791 Moderate Con 0.391 Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
Native Canadians? Really
Native Canadians? Really
Identity Attack0.057492398
Insult0.021094928
Profanity0.012858666
Threat0.0062137907
Severe Toxicity0.0020885468
Low Tox 0.081625134 Moderate Con 0.306 Question
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Seriously? Interviewing a guy who lives in a shelter, asking him about iq and job opportunities? Really dude? Just cuz you have a platform, we can take everyone’s views as truth. Go find better people …
Seriously? Interviewing a guy who lives in a shelter, asking him about iq and job opportunities? Really dude? Just cuz you have a platform, we can take everyone’s views as truth. Go find better people to interview.
Identity Attack0.002034882
Insult0.030375287
Profanity0.015454767
Threat0.006576272
Severe Toxicity0.0011491776
Low Tox 0.08083374 Low Con 0.262 Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Im from ontario canada born and raised in the 90s you have no idea how bad it really is not just Brampton .
Im from ontario canada born and raised in the 90s you have no idea how bad it really is not just Brampton .
Identity Attack0.012842959
Insult0.03158728
Profanity0.0147374235
Threat0.0062785195
Severe Toxicity0.0014781952
Low Tox 0.07845957 Constructive 0.522 Personal_Narrative
Feb 28, 2026 141 likes Inside Canada's Indian Invasion...
What I really found out from this video today that India and Punjab are 2 different countries......😂
What I really found out from this video today that India and Punjab are 2 different countries......😂
Identity Attack0.04048799
Insult0.01767874
Profanity0.028230323
Threat0.008582866
Severe Toxicity0.0035095215
Low Tox 0.077668175 Moderate Con 0.431 Humor_Satire
Feb 25, 2026 Inside Canada's Indian Invasion...
I have met some really decent Indians. I do have to say that I wish they would speak English to each other in public though, when in the service industry, for those of us that …
I have met some really decent Indians. I do have to say that I wish they would speak English to each other in public though, when in the service industry, for those of us that don't understand what they are saying.
Identity Attack0.05976611
Insult0.021610579
Profanity0.022764845
Threat0.007961469
Severe Toxicity0.0019931793
Low Tox 0.07291982 Constructive 0.757 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
We in the US should stop taking them in. I'm all set. They are really hard to deal with.
We in the US should stop taking them in. I'm all set. They are really hard to deal with.
Identity Attack0.014450782
Insult0.023608726
Profanity0.01846078
Threat0.010084574
Severe Toxicity0.0020313263
Low Tox 0.07291982 Moderate Con 0.431 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Look at these statistics. They are down right disturbing... You can search for the document called foreign born populations in Canadian and American cities. Rebel News posted it But here are some examples. Brampton Ontario …
Look at these statistics. They are down right disturbing... You can search for the document called foreign born populations in Canadian and American cities. Rebel News posted it But here are some examples. Brampton Ontario 59.1% foreign born Mississauga Ontario 57% Foreign Born Toronto Ontario 51.9% foreign born Surrey BC 50.8% Foreign born Vancouver BC 48.8% Foreign Born Montreal QC 40.9% Foreign Born Calgary Alberta 35.4% foreign born Edmonton Alberta 34.9% foreign born So if you feel you’re a visible minority in your own nation Canada it’s not just a feeling, you really are. Quote Trudeau 2017 on his explanation why there are wide open borders The very concept of a nation founded by European Settlers is offensive to me. Old white stock Canadians are an unpleasant relic, and quite frankly replaceable. And we will replace them. End Quote
Identity Attack0.033269364
Insult0.024897853
Profanity0.015215653
Threat0.007301235
Severe Toxicity0.0020503998
Low Tox 0.07212844 Constructive 0.629 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
Is the Patreon really worth it if I only got this video like an hour before
Is the Patreon really worth it if I only got this video like an hour before
Identity Attack0.009545447
Insult0.015720926
Profanity0.03339528
Threat0.015429466
Severe Toxicity0.004081726
Low Tox 0.071337044 Low Con 0.284 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
And Brampton is known as the capital of truck licenses without the proper test. The TV show Marketplace exposed that situation a few years ago. I'm new to Canada, but one thing about people from …
And Brampton is known as the capital of truck licenses without the proper test. The TV show Marketplace exposed that situation a few years ago. I'm new to Canada, but one thing about people from India is that if they have the opportunity to skip or cheat on a test, they take it. I know this firsthand. Another important fact is the population of India; they are around 1,300 millons people, but only 1% of those people can collapse the immigration system of a country, in this case, Canada. And Canada allowed it. Last but not least, I don't know if deodorant is forbidden in India, but they smell really bad.
Identity Attack0.036105253
Insult0.027730936
Profanity0.015693882
Threat0.0076507707
Severe Toxicity0.0019073486
Low Tox 0.07054565 Constructive 0.679
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Not really an invasion if the gov allows and caters to them.
Not really an invasion if the gov allows and caters to them.
Identity Attack0.030175667
Insult0.017356457
Profanity0.01354185
Threat0.008531082
Severe Toxicity0.0022125244
Low Tox 0.06817148 Low Con 0.139 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Well its not really India, its more like Punjab!
Well its not really India, its more like Punjab!
Identity Attack0.05089863
Insult0.019870255
Profanity0.026590679
Threat0.007974415
Severe Toxicity0.0032997131
Low Tox 0.067380086 Low Con 0.215
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank …
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank $200,000 of hard earned money into the Canadian Education system — Not as a fast track gimmick to immigrate, but so I could achieve my dream as a Game Developer. This money was family income, earned on 1/4th the salary, taking 4x longer to save. I was a great privileged to me. Today 15 years later, no one would ever think I'm from India. I sound Canadian, I behave Canadian, I have Canadian values, and I am Canadian. I came here because I loved Canada. I would watch hours upon hours of indigenous history, and on my Citizenship day, I watched Juno Beach to celebrate. However I must say this... I suffered through s*icidal depression here for 8 years, because I had far less leverage here than in a developing country, and it's really telling what sort of situation we're all in... Rent caps in Canada were removed... The housing market was open to foreign investors / and real estate monopolies with a 20% year-on-year rise... Rents went from 1000$ to 2100$ MINIMUM for a 1 bedroom through Trudeau's term and the govt said "It's not a federal responsibility"... Auto insurance is like 2.5-3.5k a year in Ontario and if you get a dent, you pay a deductable... I was quoted 8500$ for two wisdom teeth surgeries while it costed me 260$ abroad... During Covid - property owners, banks, and grocery stores exploited our misery and made record profits!... The govt stopped filtering through it's immigrants with "interviews", and it's operating like a scam — "Bring all your foreign money, convert it to CAD, and keep our GDP stable.. while we neither have the infrastructure, nor the job market to support these numbers". I think some accountability is due... these issues are "symptoms", not the problem — The problem is our Liberal govt / policies, and our wonderful voting body who voted Liberal term after term after term while complaining. Why does this govt safeguard extremism, foreign politics, foreign separatism? Khalistanis are as much of a threat / nuance to India than it is to Canada, but in Canada they actually have a unrestricted platform. Instead of resenting immigrants, we need to start resenting how mismanaged Canada is by our govt, and hold our voting body accountable. We had a chance to vote differently, but once again a repackaged and rebranded Liberal term. Because my ethnicity is Indian, I've become an object of collective resentment / hatred, and I don't think that's fair.. Please direct it at your vote, and govt level policies. Why should I (and other's like me) be crucified with the sins of other immigrants? It's like hating all your neighbors in a burning building, when the management has been lighting the fire.
Identity Attack0.026810925
Insult0.027218282
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0024795532
Low Tox 0.0665887 Constructive 0.817 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working hard, you cannot get ahead in this country. So you end up going into a debt that you can't pay off and the problems increase. Taxes go up value of the dollar keeps going down, so in the end its a no win situation for most of the general population and its the same when you retire, you get an income that's not enough even to pay for rent in the city you were brought up in. This is a very serious problem and gov. does not seem to do anything about it, food banks are overwhelmed along with medical staff, food prices and rents have gone out of sight as far as prices are concerned. We have a national debt that never gets paid and a gov. that spends more money than it takes in in taxes. And a dollar thats going to H in a handbasket. Too much crime, too much violence, too many traffic jams and too much drug use. I have written to this liberal gov. and told them how to fix these problems but they don't listen, their agenda is with the WEF, you will have nothing and you will be happy, right, no. Canada is now a bankrupt country and going to a third world status, I guess you get what you vote for and I did not vote for this gov. to ruin the country. Hey note that this is just the start, its going to get a whole lot worse down the road as we all suffer another great depression, then things really get bad.
Identity Attack0.008176526
Insult0.029163294
Profanity0.017982552
Threat0.0068869707
Severe Toxicity0.0017166138
Low Tox 0.0665887 Constructive 0.691 Economic_Argument
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
What Canada 🇨🇦 should do is offer Work visa for 5 years and if after 5 years of working,,,,,then offer citizenship ❤working visas help identify which immigrants really want to work 😮😮😮😮
What Canada 🇨🇦 should do is offer Work visa for 5 years and if after 5 years of working,,,,,then offer citizenship ❤working visas help identify which immigrants really want to work 😮😮😮😮
Identity Attack0.04435511
Insult0.018516673
Profanity0.011543535
Threat0.006537435
Severe Toxicity0.0018119812
Low Tox 0.06579731 Moderate Con 0.449
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian …
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian dollars and then send that money out of our economy to their home Country. So our Canadian dollars are sold, and isn't spent in our Economy. When you go somewhere and you don't see any born in Canada employees you really need to make a choice to not support that business. Canadian wages should go to Canadians and spent in our economy. I hope we wise up and we start to really limit how many people we bring into the Country. We're literally bringing in 400K+ people that's about the size of Halifax, EVERY year. We just cannot support this rapid growth. Especially when the people coming in have no intention of integrating and do not share our values.
Identity Attack0.034042787
Insult0.026444806
Profanity0.014054239
Threat0.0067445673
Severe Toxicity0.0018978119
Low Tox 0.06579731 Constructive 0.781 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Almost all of them just enrolled in Canada not really to study, but to use Canada as a pathway to cross into the US, which is why they disappear after enrolling in school. That’s the …
Almost all of them just enrolled in Canada not really to study, but to use Canada as a pathway to cross into the US, which is why they disappear after enrolling in school. That’s the kind of moves people from INDIA’s make.
Identity Attack0.045901958
Insult0.022061773
Profanity0.012175481
Threat0.006602164
Severe Toxicity0.0016498566
Low Tox 0.06381883 Moderate Con 0.407 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Sikhs are in general really peaceful and good people though.
Sikhs are in general really peaceful and good people though.
Identity Attack0.057492398
Insult0.017743196
Profanity0.026180768
Threat0.00789674
Severe Toxicity0.0029182434
Low Tox 0.061444655 Moderate Con 0.426
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian I'd say it's cheap to move to another country for economic benefits... it's like extracting wealth from another country and their people. If one really likes some country then they should already …
As an Indian I'd say it's cheap to move to another country for economic benefits... it's like extracting wealth from another country and their people. If one really likes some country then they should already have enough money to live and support themselves.
Identity Attack0.04280826
Insult0.019354604
Profanity0.019348921
Threat0.0067963502
Severe Toxicity0.0017166138
Low Tox 0.06025757 Constructive 0.614
Aug 25, 2025 12 likes 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.