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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: "Hey, you are more than …" 86 comments · Page 3 of 4
Freecash app sounds like a scam for businesses who want to collect data about the people who join. But hey I’m also a “conspiracy theorist”
Freecash app sounds like a scam for businesses who want to collect data about the people who join. But hey I’m also a “conspiracy theorist”
Identity Attack0.008028535
Insult0.06617179
Profanity0.029186781
Threat0.007327127
Severe Toxicity0.0022602081
Low Tox 0.15103401 Moderate Con 0.302 Unverified_Claim
Feb 26, 2026 Inside Canada's Indian Invasion...
vive le Quebec .... and though Alberta is a very different beast, they too are safe guarding their interests and, perhaps in turn, Canada's. In Halifax, we no longer have speed limits, cross walk rules, …
vive le Quebec .... and though Alberta is a very different beast, they too are safe guarding their interests and, perhaps in turn, Canada's. In Halifax, we no longer have speed limits, cross walk rules, basic manners ... and hey, how many door dash drivers to we need... especially those who, EVERY DAY, park in the one handicapped spot....
Identity Attack0.032753747
Insult0.07396803
Profanity0.02795705
Threat0.0065115434
Severe Toxicity0.0029563904
Low Tox 0.15048122 Constructive 0.7
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided to do things to be canadian speak English, Go skiing and live like everyone else Not building my own japan town or whatever. Also the second issue is Mass migration because these people once they come they start promoting it back home so more people come so it pretty much a point of no return. Also using the canada for a stop over for usa is very weird reason but don't do that that just sets a bad example to your people
Identity Attack0.12556632
Insult0.037980765
Profanity0.03840541
Threat0.0077025536
Severe Toxicity0.004673004
Low Tox 0.147767 Constructive 0.717
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and …
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and works then comes home. This year she can not find a job because all the Indians have taken the jobs. I love diversity, but this is getting out of hand. I grew up in Brampton and In 1989 my parents moved us north because they could see how Brampton was turning into what it is today. Great video
Identity Attack0.12556632
Insult0.033570543
Profanity0.02836696
Threat0.010084574
Severe Toxicity0.007019043
Low Tox 0.14429577 Constructive 0.802 Personal_Narrative
Feb 3, 2026 6 likes Inside Canada's Indian Invasion...
Hey, did anyone notice this VIDEO was removed and than reappeared on his YOUTUBE Channel 💭
Hey, did anyone notice this VIDEO was removed and than reappeared on his YOUTUBE Channel 💭
Identity Attack0.013445892
Insult0.024511116
Profanity0.043165036
Threat0.019573374
Severe Toxicity0.0074768066
Low Tox 0.14082454 Low Con 0.276 Meta_Commentary
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
Hey Tyler, its not just Canada its the UK as well. Just about every kfc here is Indian run.
Hey Tyler, its not just Canada its the UK as well. Just about every kfc here is Indian run.
Identity Attack0.109318495
Insult0.04383647
Profanity0.02474608
Threat0.0066733654
Severe Toxicity0.004348755
Low Tox 0.1373533 Constructive 0.512 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Hey why don't you come to Nepal 🇳🇵
Hey why don't you come to Nepal 🇳🇵
Identity Attack0.06158508
Insult0.029604018
Profanity0.027410502
Threat0.0103175985
Severe Toxicity0.0065612793
Low Tox 0.11739369 Moderate Con 0.318 Question
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Hey maybe Canadians aren't so bad. I'd gladly annex that guy on the bike.
Hey maybe Canadians aren't so bad. I'd gladly annex that guy on the bike.
Identity Attack0.051808115
Insult0.033680726
Profanity0.017982552
Threat0.021645326
Severe Toxicity0.003566742
Low Tox 0.112540044 Moderate Con 0.423 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Hey Eagle, how did you feel about Sublime's KRS-One song?
Hey Eagle, how did you feel about Sublime's KRS-One song?
Identity Attack0.094936445
Insult0.025800243
Profanity0.035399333
Threat0.012078222
Severe Toxicity0.00541687
Low Tox 0.11223003 Moderate Con 0.437 Meta_Commentary
Feb 20, 2026 Canadian immigration officers investigating hundreds …
Hey ant man
Hey ant man
Identity Attack0.008102531
Insult0.038566336
Profanity0.054437835
Threat0.010058682
Severe Toxicity0.00415802
Low Tox 0.10870059 Moderate Con 0.354
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Hey bro great vid, we created a bag for you to claim, around 16k btw
Hey bro great vid, we created a bag for you to claim, around 16k btw
Identity Attack0.012061302
Insult0.022190686
Profanity0.04667213
Threat0.018882722
Severe Toxicity0.005531311
Low Tox 0.10566349 Moderate Con 0.437 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All …
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All 2 billion ? what’s the limit? And what happens when you reach the limit and they still keep coming in ?
Identity Attack0.047190998
Insult0.026960457
Profanity0.015591404
Threat0.007353018
Severe Toxicity0.0023269653
Low Tox 0.102192536 Moderate Con 0.325
Mar 24, 2018 1 likes How much do refugees and …
hey tyler bud you lookin a lil cold there Eh 🤣
hey tyler bud you lookin a lil cold there Eh 🤣
Identity Attack0.0056236745
Insult0.026444806
Profanity0.03489832
Threat0.008764107
Severe Toxicity0.004005432
Low Tox 0.09568449 Moderate Con 0.366 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Hey man you’r driver was not Punjabi he was Haryanvi that’s a different state
Hey man you’r driver was not Punjabi he was Haryanvi that’s a different state
Identity Attack0.027815815
Insult0.025542418
Profanity0.020578653
Threat0.006925808
Severe Toxicity0.002784729
Low Tox 0.091913216 Moderate Con 0.417 Meta_Commentary
Feb 6, 2026 Inside Canada's Indian Invasion...
Hey this man is still alive
Hey this man is still alive
Identity Attack0.014249804
Insult0.024511116
Profanity0.025634222
Threat0.012751401
Severe Toxicity0.004043579
Low Tox 0.08953904 Moderate Con 0.347 Meta_Commentary
Feb 20, 2026 Inside Canada's Indian Invasion...
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 …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My home was in brampton for a long time and I have personally seen the safety gone down, my family used to come back from trips with our garage open and everything would be completely fine. The long term sikhs and indians came and actually contributing positively and that can be seen with how good canada was pre 2020. Immigration too an extent was good, but mass immigration was never a good idea. In 2018-2019 the old time punjabi community was heavily against so many students coming in, so much so people that were indian had "no students" signs when renting their basements. It's sad to see people that came here running things so badly and ruining the effort and contributions made by many(I even face the consqeunces of things I have never done). Remeber don't be afraid to call out people for their bullshit, but also dont bash innocent people. Now many ppl came to canada and have done good like sikhs having the highest donors of blood, plasma, and platelets. We also giveway a lot in charity and food. A good news is Canada is cracking down on these bad people and quickly, and many good people who came are returning back home. I have seen a lot of videos online, but please remember algorithms and pushed media make things seem worse than they actually are. My message is I'm sorry for how these people are acting, my recent trip to Canada(brampton) I saw better quality service and more white folk too. Stay safe and god bless!
Identity Attack0.039456755
Insult0.022448512
Profanity0.027000591
Threat0.008181547
Severe Toxicity0.0032043457
Low Tox 0.06421452 Constructive 0.862 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Hey, why don't the journalists find out how much money the federal government?And provincial government give to international students in grants and loans.Why are canadian citizens paying for foreigners educated in our country? Educational Grant …
Hey, why don't the journalists find out how much money the federal government?And provincial government give to international students in grants and loans.Why are canadian citizens paying for foreigners educated in our country? Educational Grant and loans should only be allowed for canadian citizens only.
Identity Attack0.041261412
Insult0.018967867
Profanity0.009716015
Threat0.0060713873
Severe Toxicity0.0015258789
Low Tox 0.05651112 Moderate Con 0.422 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
hey its gear but its not puunjab but its panjab.
hey its gear but its not puunjab but its panjab.
Identity Attack0.022590388
Insult0.018967867
Profanity0.024199532
Threat0.008893564
Severe Toxicity0.0029945374
Low Tox 0.049584184 Low Con 0.227
Jan 27, 2026 Inside Canada's Indian Invasion...
This is not true. And now that the Government of Canada has hid it, I can no longer prove it. However, not only did my MP admit that they get close to 2500 dollars per …
This is not true. And now that the Government of Canada has hid it, I can no longer prove it. However, not only did my MP admit that they get close to 2500 dollars per month for the first year and sometimes longer. They are automatically authorized for a loan. And hey, 50,000 for a family is enough for a downpayment, while we can sit here working all our lives and never be able to buy a house. But they are automatically authorized. So the question is, why is it profittable to bring in refugees? Maybe if the government gave me 50,000 or 2500 per month, and or they gave me easier loans....I would have already been profiting Canada in many ways. Other than trying to work hard and when I can't get a job, because I am not part of a minority group, collecting ei or assistance and never getting anywhere in my life.
Identity Attack0.008879486
Insult0.02425329
Profanity0.015044857
Threat0.006492125
Severe Toxicity0.001411438
Low Tox 0.04686289 Constructive 0.795
Dec 29, 2018 How much do refugees and …
Hey east Indians have given you Samosa Chicken tikka At a very affordable price If not have you tried Jalebi Rasgoola Gulab Jamun There is a silver lining too
Hey east Indians have given you Samosa Chicken tikka At a very affordable price If not have you tried Jalebi Rasgoola Gulab Jamun There is a silver lining too
Identity Attack0.031722516
Insult0.01838776
Profanity0.02249157
Threat0.008194493
Severe Toxicity0.0029945374
Low Tox 0.046120718 Moderate Con 0.488
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
HEY NEIGHBORS Y'ALL BETTER UNITE AND FIGHT FOR Y'ALLS COUNTRY BEFORE IT IS TO LATE. GOD BLESS FROM THE GOOD U.S.A.😇
HEY NEIGHBORS Y'ALL BETTER UNITE AND FIGHT FOR Y'ALLS COUNTRY BEFORE IT IS TO LATE. GOD BLESS FROM THE GOOD U.S.A.😇
Identity Attack0.009027477
Insult0.013326911
Profanity0.013951761
Threat0.011767523
Severe Toxicity0.0025558472
Low Tox 0.045625936 Moderate Con 0.438 Call_To_Action
Sep 9, 2025 2 likes Why Canadians Are Turning Against …
Hey looks just like Australia!
Hey looks just like Australia!
Identity Attack0.028016793
Insult0.014732921
Profanity0.017026093
Threat0.007935578
Severe Toxicity0.0025749207
Low Tox 0.044883765 Moderate Con 0.376 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
hey man im asking youtubers for challenges and was wondering if you could give me one.
hey man im asking youtubers for challenges and was wondering if you could give me one.
Identity Attack0.010211408
Insult0.014276917
Profanity0.027410502
Threat0.012078222
Severe Toxicity0.0030708313
Low Tox 0.043399423 Moderate Con 0.402 Advertisement_Spam
Feb 9, 2026 Inside Canada's Indian Invasion...
Hey, that is me talking about issues Canadians have. Drewcouver56
Hey, that is me talking about issues Canadians have. Drewcouver56
Identity Attack0.035847444
Insult0.014352918
Profanity0.011236101
Threat0.0066927844
Severe Toxicity0.0013828278
Low Tox 0.043399423 Moderate Con 0.452
Aug 25, 2025 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.