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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: "If your country is so …" 3,912 comments · Page 137 of 157
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...
Solve the problems in your country that’s the best investment that you can ever make in your life
Solve the problems in your country that’s the best investment that you can ever make in your life
Identity Attack0.014149316
Insult0.01632893
Profanity0.015830519
Threat0.009463178
Severe Toxicity0.00289917
Low Tox 0.06421452 Low Con 0.253 Moral_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Saying america is the greatest country in the world is so far frm the truth imo
Saying america is the greatest country in the world is so far frm the truth imo
Identity Attack0.031464707
Insult0.020450363
Profanity0.017845914
Threat0.007249452
Severe Toxicity0.0019168854
Low Tox 0.06381883 Low Con 0.253 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This has happened to our town too it looks like a foreign country in the evening
This has happened to our town too it looks like a foreign country in the evening
Identity Attack0.034816213
Insult0.017227544
Profanity0.017436003
Threat0.00789674
Severe Toxicity0.0023460388
Low Tox 0.06381883 Moderate Con 0.389
Jan 27, 2026 Inside Canada's Indian Invasion...
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. …
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. Most people don't even know, unless you listen to the many that are in shelters and on social media, most have been told that Canada is a country which will pay you and cover all your housing. There is a code of silence which does not always come from inside Canada. It's the code on how to take advantage of a countries blindness by abusing it's Government financial Immigration and Refugee programs. 1. Make a claim, any claim as it will take years before Canada figures out your claim is false. If all does not go well, have a baby on the land. This way you can't be deported and the Canadian government will give you more money because you have a child. There are many more but I will not write them to place them into the open world but there are many more tactics of abuse, Student Visa is but one of them, the next is Migrants. If you are not near the system but you listen closely to the stories, you will hear the real truth and you will also hear the underground truth which people speak about behind closed doors.
Identity Attack0.022992345
Insult0.030154925
Profanity0.015147334
Threat0.0067963502
Severe Toxicity0.0018405914
Low Tox 0.06381883 Constructive 0.705 Unverified_Claim
Dec 24, 2025 4 likes Deportations From Canada at Their …
Trudeau wanted to turn Canada into a tropical country
Trudeau wanted to turn Canada into a tropical country
Identity Attack0.023548502
Insult0.017901845
Profanity0.00020274693
Threat0.0004809652
Severe Toxicity0.0000057603065
Low Tox 0.06357931 Unverified_Claim
Apr 15, 2025
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones are top of the line .Clothes and shoes brand name only .Gold jewllery ladys purses $300.00 and up .And they all have cars from 40 thousand and up . One place i never see them is value village .How do they do iit ?I had 2 kids and on welfare a few years back and I had a hard time trying to get some things that we badly needed and could not afford and things were a lot cheaper .The most I ever spent at no frills been on assistance was $75.00 for the whole month .6 years ago and no cell phone gold. or cars .So how these people do it ?oh and by the way I go ti no frills once a week .Those same refugees are there every thursday spending $500.00. on goceries and none of them work .Some time neighbours talk and thats how things are know .Our government is a big lier .We the tax payers are paying for all of these Once a refugee of this country one canot be sent back or deported so if this refugee never finds a job you the tax payer and I will pay for his or her assistance and maybe for a life time .like in the case of gypsies refugees they are all on assistance go to all the food banks rob the community of their belongins their cars items from stores donations in front of churches and stores they dress the best also spend hundreds of dollars on food they shop for clothes at the mall and we the tax payer brake our backs 6 days a week 10 hours a day like me and I cant afford even half of what these people can .So even if they become criminals we have to support them .Some refugee law and rights should be changed to ensure that tax payers are not been taking advantage of .
Identity Attack0.00932346
Insult0.027841117
Profanity0.025907494
Threat0.006647474
Severe Toxicity0.0019931793
Low Tox 0.063423134 Constructive 0.726
Jun 16, 2018 3 likes How much do refugees and …
They are sending money back to their countries, no one is talking about this. Canadian dollars are being drained out.
They are sending money back to their countries, no one is talking about this. Canadian dollars are being drained out.
Identity Attack0.038425524
Insult0.019547975
Profanity0.011646013
Threat0.0064597605
Severe Toxicity0.0013637543
Low Tox 0.063423134 Moderate Con 0.318
Sep 21, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
You have to be born in Canada to be called a Canadian. All those who come here and immigrate and called " New Canadians". because they already have a country of origin.
You have to be born in Canada to be called a Canadian. All those who come here and immigrate and called " New Canadians". because they already have a country of origin.
Identity Attack0.04796442
Insult0.017163089
Profanity0.011543535
Threat0.0062332097
Severe Toxicity0.0016784668
Low Tox 0.063027434 Low Con 0.293 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigrants enrich the cultural fabric of Canada and add to the wealth of the whole country via their tax contributions. Anyone not aware of these positive effects needs to lean into the subject and seriously …
Immigrants enrich the cultural fabric of Canada and add to the wealth of the whole country via their tax contributions. Anyone not aware of these positive effects needs to lean into the subject and seriously inform themselves. Without immigration Canada's pension system would fail all people over 65.
Identity Attack0.04177703
Insult0.01838776
Profanity0.010604155
Threat0.0065180166
Severe Toxicity0.0012302399
Low Tox 0.063027434 Constructive 0.665 Moral_Argument
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Why even move to a new country if you just make it like the one you left?????
Why even move to a new country if you just make it like the one you left?????
Identity Attack0.013345404
Insult0.021417208
Profanity0.013610168
Threat0.006576272
Severe Toxicity0.0016403198
Low Tox 0.06263174 Low Con 0.293 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
and why would Citizens continue to pay Taxes to a Gov't that wants the Country to Fail?
and why would Citizens continue to pay Taxes to a Gov't that wants the Country to Fail?
Identity Attack0.0038107792
Insult0.028171662
Profanity0.012551232
Threat0.007029374
Severe Toxicity0.0012493134
Low Tox 0.06263174 Low Con 0.195 Moral_Argument
Feb 17, 2026 13 likes LILLEY UNLEASHED: The fall of …
Perfect! International student means you will return to your home country after completion of your studies.
Perfect! International student means you will return to your home country after completion of your studies.
Identity Attack0.025404079
Insult0.017012933
Profanity0.01220964
Threat0.00675104
Severe Toxicity0.0015258789
Low Tox 0.06263174 Low Con 0.288 Policy_Critique
Nov 20, 2025 6 likes Quebec Ends Economic Immigration Program …
Most Americans living in the U.S. today aren’t originally from there — their ancestors migrated from Europe just a few centuries ago. Yet documentaries like this make it seem as if others are ‘taking over’ …
Most Americans living in the U.S. today aren’t originally from there — their ancestors migrated from Europe just a few centuries ago. Yet documentaries like this make it seem as if others are ‘taking over’ their land. The same story exists in places like Australia, where the original Indigenous population is now a small minority. Over time, migration changes every country’s demographics — it’s a global reality, not an invasion. Even cities like London, Toronto, or New York are built by immigrants from across the world. So before calling it a ‘takeover,’ remember that every nation today stands on layers of migration, adaptation, and cultural exchange.
Identity Attack0.030433474
Insult0.024511116
Profanity0.01627459
Threat0.007353018
Severe Toxicity0.0018596649
Low Tox 0.06263174 Constructive 0.602 Comparative_Framing
Oct 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a decedant of 1680 acadains that fleed my hometown brampton to a safe place, I approve of this message. I had the only canadain flag on my crescent until I took in down on …
As a decedant of 1680 acadains that fleed my hometown brampton to a safe place, I approve of this message. I had the only canadain flag on my crescent until I took in down on the last election eve. Im no longer proud of my country.
Identity Attack0.03919895
Insult0.020321451
Profanity0.010826191
Threat0.0068869707
Severe Toxicity0.0016593933
Low Tox 0.06184035 Constructive 0.648 Personal_Narrative
Aug 25, 2025 10 likes Why Canadians Are Turning Against …
It's one thing to refuse a claim it's another to make sure they are out of the country!!!
It's one thing to refuse a claim it's another to make sure they are out of the country!!!
Identity Attack0.016460562
Insult0.01929015
Profanity0.013029462
Threat0.008427517
Severe Toxicity0.0017356873
Low Tox 0.06184035 Moderate Con 0.386
Dec 23, 2025 156 likes Deportations From Canada at Their …
Greatest country on earth😂
Greatest country on earth😂
Identity Attack0.015757138
Insult0.016860934
Profanity0.037904397
Threat0.008116818
Severe Toxicity0.0031852722
Low Tox 0.06184035 Moderate Con 0.316 Humor_Satire
Feb 22, 2026 Inside Canada's Indian Invasion...
This is an immigration and refugee lawyer who owns a law firm and actively represents refugees/asylum seekers and immigrants from other countries who want not wish to become fully Canadian citizens My very important question …
This is an immigration and refugee lawyer who owns a law firm and actively represents refugees/asylum seekers and immigrants from other countries who want not wish to become fully Canadian citizens My very important question to her As the principle Is how are you paid for your legal services and representation Lawyers always tell me they can be referred to by Law society of Canada For a 30 minute free legal consultation But once that is paid out by that association that is where lawyers and para legal professionals pay dues to join Then it’s up to those professionals to charge Hourly fee flat rate And All additional charges associated with the file/case law once opened and documents signed So how much does it cost to 1. Refugees claims 2. Asylum seekers claims 3. Immigration claims 4. Detainee claims 5. Deportation claims in the form of Appeals How many can they have Who pays these professionals? When media such as CBC Also government employees who are paid by the federal government Do not ask these questions Which are again Paid to NGOs By us poor taxpayers!!!!! Towards these professionals who represent economic migration and only cost us Canadians more money
Identity Attack0.031206898
Insult0.025026767
Profanity0.012892825
Threat0.0064144502
Severe Toxicity0.0018501282
Low Tox 0.061444655 Constructive 0.776
Dec 25, 2025 1 likes Deportations From Canada at Their …
It doesn't even feel like we're living in a first world country any more.
It doesn't even feel like we're living in a first world country any more.
Identity Attack0.018068384
Insult0.020643732
Profanity0.018392462
Threat0.0070164283
Severe Toxicity0.0017738342
Low Tox 0.061444655 Low Con 0.285
Nov 18, 2025 1 likes Why Canadians Are Turning Against …
but how else can we boost GDP and claim we lead the G7 talking points that liberals love to boast about so much, country is doing just fine, isnt it?
but how else can we boost GDP and claim we lead the G7 talking points that liberals love to boast about so much, country is doing just fine, isnt it?
Identity Attack0.0073995716
Insult0.029163294
Profanity0.015591404
Threat0.006530962
Severe Toxicity0.0012588501
Low Tox 0.061444655 Low Con 0.267 Policy_Critique
Jan 22, 2026 Why Canada’s immigration system has …
They do NOT ALL INTERGARTE they carry their culture and don't even call themselves Canadians they always refer to " their country " Then want to impose their costums and are very fast at calling …
They do NOT ALL INTERGARTE they carry their culture and don't even call themselves Canadians they always refer to " their country " Then want to impose their costums and are very fast at calling out the racists rethorics
Identity Attack0.015782962
Insult0.02055083
Profanity0.000116654635
Threat0.00016362611
Severe Toxicity0.0000044229423
Low Tox 0.06113598 Identity_Assertion
Apr 14, 2025
We don’t feel now living in Canada. It looks India as a result of issuance of too many student visas to one specific country.
We don’t feel now living in Canada. It looks India as a result of issuance of too many student visas to one specific country.
Identity Attack0.04925346
Insult0.018967867
Profanity0.011167783
Threat0.006194372
Severe Toxicity0.0015258789
Low Tox 0.06104896 Moderate Con 0.411
Oct 1, 2025 IRCC Names India in Study …
Probably has to do with all lacks immigration policies that allowed criminals in our country
Probably has to do with all lacks immigration policies that allowed criminals in our country
Identity Attack0.0053778375
Insult0.021745417
Profanity0.00006109141
Threat0.00046677887
Severe Toxicity0.0000035311427
Low Tox 0.0607882
Dec 7, 2025 1 likes
They bring their country's political problems and make Canada their battle ground. If you want to fight for a separate state in your old country stay there and fight.
They bring their country's political problems and make Canada their battle ground. If you want to fight for a separate state in your old country stay there and fight.
Identity Attack0.027011903
Insult0.021546122
Profanity0.010979908
Threat0.0082074385
Severe Toxicity0.0016403198
Low Tox 0.06065326 Moderate Con 0.382 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
well you do have to give people a chance to assimilate though, only thing is that sometimes people over there send them here to earn money and you have to admire that there is risk …
well you do have to give people a chance to assimilate though, only thing is that sometimes people over there send them here to earn money and you have to admire that there is risk of rejection for them as well and may be no picnic to move to a strange country just for money!.
Identity Attack0.029402243
Insult0.018710041
Profanity0.016889455
Threat0.0066798385
Severe Toxicity0.0015544891
Low Tox 0.06025757 Constructive 0.712
Oct 18, 2025 Inside Canada's Indian Metropolis (Brampton)

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.