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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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30,738 comments · Page 445 of 1230
As someone who is planning to study abroad in merit from India,, i would def not plan on going to canada bcs of Indians themselves
As someone who is planning to study abroad in merit from India,, i would def not plan on going to canada bcs of Indians themselves
Identity Attack0.40713623
Insult0.0838533
Profanity0.033144772
Threat0.007857903
Severe Toxicity0.010299683
Moderate 0.32074678 Moderate Con 0.484 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
The scam was allowed to happen by the liberal-ndp mafia, which created a huge ecosystem of corruption, scams, money-laundering, frauds, and letting in many dishonest people and even criminals to enter the country easily under …
The scam was allowed to happen by the liberal-ndp mafia, which created a huge ecosystem of corruption, scams, money-laundering, frauds, and letting in many dishonest people and even criminals to enter the country easily under the cover of students visa, purchased LMIA'S openly promoted on instagram, entering on tourist visa and converting to LMIA'S with help of corrupt businesses and lawyers, and finally the biggest scam of fake assylum claims. It is a massive corruption racket involving politicians, lawyers, business owners, diploma mill colleges, consultants, and even banks in foreign countries. So Canada is highly corrupt and will only be super corrupt in the future with a lot of dishonest people being let in.
Identity Attack0.055673428
Insult0.3388922
Profanity0.050680235
Threat0.010602405
Severe Toxicity0.008926392
Moderate 0.32074678 Moderate Con 0.384 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
This mass immigration is deliberate and if you follow global politics you will see this isn’t just happening in Canada. It’s happening in the UK FRANCE GERMANY IRELAND SCOTLAND AUSTRALIA NEW ZEALAND POLAND HUNGARY BRUSSELS …
This mass immigration is deliberate and if you follow global politics you will see this isn’t just happening in Canada. It’s happening in the UK FRANCE GERMANY IRELAND SCOTLAND AUSTRALIA NEW ZEALAND POLAND HUNGARY BRUSSELS SPAIN ITALY PORTUGAL some of the above nations have woken up and have said enough. Both Poland and Hungary have said enough. Now the EU is calling them racists. It’s all Indian or Muslim immigration. They don’t immigrate for a better life it’s to take over and it’s millions of fighting g age men too. Our countries are setting up for award, civil wars. France just issued a memo to hospitals to get ready for military mass casualties that will start within 12 months from now. These globalists have been planning this great reset and new world order for many decades. I stared investigating these wicked globalists over a decade ago now. I have all evidence and receipts saved. How do you implode a nation, crash an economy, make citizens reliant on govt for everything… why bring in millions of immigrants and put their needs first. You can go to any city or town in Canada now. It’s hard to find a Canadian working. In Canada we have foreign workers programs that allows businesses to hire foreigners and the liberal federal govt pays 1/3 of these foreigners salaries. So of course any business like retail or restaurant’s biggest overhead is labour costs so if they can save like $6.00 an hour on every employee why wouldn’t they opt in for that. I also did a very deep dive into the voters in Canada. At least 4.5 million out of the 8.5 million voted the Carney liberals got in April 2025 were immigrant votes. That’s why Carney and liberals pander to the gigantic Muslim population in Canada. Muslims, Chinese, Indians from India, Ukrainians, Filipinos they all pretty much vote liberal. There weee over 100 Muslim groups that told their Muslim community to only vote for candidates that support Gaza Muslims and Palestinians. How is that not election interference. We know the Chinese directly interfere in our elections by threatening Chinese Canadians to vote liberal or their families in China will be harmed or they will be harmed inside Canada. In June Carney said Muslim values are Canadian values. Either this clown has no idea how radical Islam is or he knows and just panders for votes. Liberal cabinet ministers Anita Anand and Melanie Joly they both openly campaigned saying they must support Palestine because they both have large Muslim populations in their respective ridings. Over half of the liberal voter base is foreign now. I started in 2019 telling the federal conservatives look the liberals are importing new liberal voters. The party needs a strategy to win over the immigrant vote. I proposed hiring a team of individuals from the Muslim community, Chinese community etc to brainstorm on how to get their message across that if your an immigrant your best to vote conservative because the liberals don’t care about them they just want their vote. Show them how they may never own a home, how their kids will be worse off than them. That buy bringing in about 2 million more immigrants a year it is causing inflation and the affordability crisis. I believe if you can show these immigrant communities the truth they may consider voting conservative. Bit of the conservatives refuse to pivot we will never see another federal conservative govt in our lifetimes. It’s not racist it’s the truth. We need a foreign registry act to kick out foreign entities that harass bully and threaten immigrants in Canada to bend the knee or else. If we have 100 Islamic groups telling their community it’s yo only vote one way charge them with election interference. We need electoral reform badly in Canada. We need to end all immigration to Canada for at least 5 years maybe even 10. We need to deport those here illegally. No more fake asylum claims. This country can still be saved but we need immigrants on board to help save it. We need to remove broadcasting licenses of mainstream media networks that lie and bash conservatives. That’s deliberate political interference. It’s time we enforce the law. No more hate speech or hate crimes against any community especially the Jews. Deport these ppl back to Gaza if they are here on visas or revoke their citizenship and send them packing. We need ICE in Canada like they have in America. It’s long over due. If we get a hold of our borders and we stop the drugs we would have a new trade deal with Trump tomorrow. Carney doesn’t want that because it’s all he has to fear monger ppl oh bad Trump me Tarzan me good bad orange man. Haven’t you had enough now Canada? Wake up before it’s too late for anyone to save this country.
Identity Attack0.3802808
Insult0.16766082
Profanity0.035900343
Threat0.011586283
Severe Toxicity0.012833111
Moderate 0.32074678 Constructive 0.679 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
There's ABSOLUTEY NO INCENTIVE for immigrants to LEARN TO SPEAK PROPER ENGLISH WHILE ON THE JOB .....because companies will hire them anyways.... they GET THE GREEN LIGHT!!!!!! THIS IS NOT A RACIST THOUGHT/BELIEF ..... THESE …
There's ABSOLUTEY NO INCENTIVE for immigrants to LEARN TO SPEAK PROPER ENGLISH WHILE ON THE JOB .....because companies will hire them anyways.... they GET THE GREEN LIGHT!!!!!! THIS IS NOT A RACIST THOUGHT/BELIEF ..... THESE ARE FACTS!!!!!!
Identity Attack0.34324843
Insult0.1342682
Profanity0.022628209
Threat0.00746953
Severe Toxicity0.012207031
Moderate 0.32074678 Moderate Con 0.311 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigrants are also fed up with Canadians.
Immigrants are also fed up with Canadians.
Identity Attack0.38230872
Insult0.13969865
Profanity0.028093686
Threat0.0070164283
Severe Toxicity0.0076675415
Moderate 0.32074678 Low Con 0.292 Solidarity
Sep 14, 2025 Why Canadians Are Turning Against …
Brampton is a sad case of how a once bustling city became a dumpster that never gets cleaned out.
Brampton is a sad case of how a once bustling city became a dumpster that never gets cleaned out.
Identity Attack0.019575719
Insult0.3416952
Profanity0.027820412
Threat0.00814271
Severe Toxicity0.005493164
Moderate 0.32074678 Moderate Con 0.307
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
the whole vid tyler looks so cold 🤣🤣
the whole vid tyler looks so cold 🤣🤣
Identity Attack0.020882076
Insult0.06669625
Profanity0.196476
Threat0.025789235
Severe Toxicity0.01986976
Moderate 0.32074678 Moderate Con 0.319 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Come to Baltic States and witness the new Indian invasion here - all arrive with student visas and never leave.
Come to Baltic States and witness the new Indian invasion here - all arrive with student visas and never leave.
Identity Attack0.3817989
Insult0.1087965
Profanity0.051431753
Threat0.01698343
Severe Toxicity0.015415368
Moderate 0.32020867 Low Con 0.146 Fear_Threat
Feb 28, 2026 4 likes Inside Canada's Indian Invasion...
I’m sorry. He’s angry that none of the homeless people are Indian? Why doesn’t he help his fellow white people get out of that situation instead of trying to drag everyone else down there.
I’m sorry. He’s angry that none of the homeless people are Indian? Why doesn’t he help his fellow white people get out of that situation instead of trying to drag everyone else down there.
Identity Attack0.36733335
Insult0.1469393
Profanity0.051431753
Threat0.015947454
Severe Toxicity0.009727478
Moderate 0.32020867 Constructive 0.565
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm born and raised Canadian 48 years and I'm sick of my country looking like Afghanistan, Pakistan, Iran, Iraq , and all of the other refugees and immigrants. We don't need you here to make …
I'm born and raised Canadian 48 years and I'm sick of my country looking like Afghanistan, Pakistan, Iran, Iraq , and all of the other refugees and immigrants. We don't need you here to make anchor babies and take our jobs and use up our resources ( jobs, medical, housing). Everything said by that woman is 100% correct and I approve that message. My wife has been unemployed since Christmas of 2024 and I've been off since March of 2025 and it's now mid September 2025. Our bills and taxes don't stop coming in when the cheques stop coming in. I haven't been on EI in 20 years!
Identity Attack0.36598656
Insult0.24928534
Profanity0.038154904
Threat0.010162249
Severe Toxicity0.017029278
Moderate 0.32020867 Constructive 0.736
Sep 12, 2025 Why Canadians Are Turning Against …
First of all, Tyler is a hardworking journalist and I respect that, however a lot of this video was wildly ignorant, from almost everyone involved, including from him. This is cheap views unfortunately. It paints …
First of all, Tyler is a hardworking journalist and I respect that, however a lot of this video was wildly ignorant, from almost everyone involved, including from him. This is cheap views unfortunately. It paints a very bad perspective for all the genuinely hardworking citizens and residents of Indian origins, why not show that side of them too? There’s obviously actual students who come to study and provide for the community while also maintaining their own culture? What’s wrong with that? Besides, what is a Canadian culture if not a mix of immigrants from all around the world? Are white people also not just immigrants to this country or did they magically spawn in this place? They’ve committed ATROCITIES (not just in Canada), yet have the audacity to act like they’re the cleanest ones in the land. While I do agree some Indians do not improve the reputation, most are really kind, helpful and honest people. Perhaps treat everyone like humans for a change instead of using the bad ones as a benchmark. PS, cutting to the ugly streets when someone mentions Punjab is probably the cheapest attention grab, obviously there’s bad streets, ugly roads, gross people everywhere but so are beautiful ones, lovely countryside views, beautiful mountains and most of all, very hardworking and respectful people as well. Your view of Punjab is just NOT the same as the one of the people in the video who view their motherland as a beautiful place. You can portray every place in the world in that light with the wrong perspective, be it New York, Paris, Barcelona, Cairo, Sydney, Rio, London, etc, but it must be nice to get a few more looks at the expense of demeaning others.
Identity Attack0.13591312
Insult0.2817503
Profanity0.10178173
Threat0.009747985
Severe Toxicity0.009994507
Moderate 0.32020867 Constructive 0.821
Jan 27, 2026 Inside Canada's Indian Invasion...
"Inside Canada's hindu invasion."
"Inside Canada's hindu invasion."
Identity Attack0.38699543
Insult0.12521741
Profanity0.033144772
Threat0.011275585
Severe Toxicity0.013155893
Moderate 0.32020867 Low Con 0.227 Meta_Commentary
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Immigration fails when we bring in too many people from cultures that don't share our values. Return them to the Middle East, return them to communist China. We also fail when we give them voting …
Immigration fails when we bring in too many people from cultures that don't share our values. Return them to the Middle East, return them to communist China. We also fail when we give them voting rights and all they do is vote for their home country's interests.
Identity Attack0.3758158
Insult0.1378885
Profanity0.023516348
Threat0.010731863
Severe Toxicity0.0128976675
Moderate 0.32020867 Moderate Con 0.373 Identity_Assertion
Jun 20, 2025 2 likes How Canada broke its immigration …
Because they dont follow the law, woman aren't safe out here anymore
Because they dont follow the law, woman aren't safe out here anymore
Identity Attack0.3817989
Insult0.10294484
Profanity0.040910475
Threat0.010421164
Severe Toxicity0.01083374
Moderate 0.32020867 Low Con 0.28 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I was at a bus station. Everyone else was foreign. Three young Indian men wanted to fight me. Just to feel power over Canadians. But im called a racist???
I was at a bus station. Everyone else was foreign. Three young Indian men wanted to fight me. Just to feel power over Canadians. But im called a racist???
Identity Attack0.36942887
Insult0.13245803
Profanity0.03489832
Threat0.012078222
Severe Toxicity0.009689331
Moderate 0.32020867 Moderate Con 0.47 Personal_Narrative
Aug 29, 2025 Why Canadians Are Turning Against …
This is known and yet it continues. How do we stop this?? We who have paid into everything all of our lives cant get good health care, among other things!! INSANE!
This is known and yet it continues. How do we stop this?? We who have paid into everything all of our lives cant get good health care, among other things!! INSANE!
Identity Attack0.0040327664
Insult0.32211447
Profanity0.055940874
Threat0.0076507707
Severe Toxicity0.005264282
Moderate 0.32020867 Moderate Con 0.488 Moral_Argument
Feb 17, 2026 19 likes LILLEY UNLEASHED: The fall of …
Khalistan zindbaad 🎉
Khalistan zindbaad 🎉
Identity Attack0.36702603
Insult0.24928534
Profanity0.16217725
Threat0.33609006
Severe Toxicity0.3492342
Moderate 0.32020867 Low Con 0.153 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Even the air outside stinks on that town!!!
Even the air outside stinks on that town!!!
Identity Attack0.013847848
Insult0.2679134
Profanity0.048175167
Threat0.0061749537
Severe Toxicity0.0064468384
Moderate 0.32020867 Low Con 0.293
Jan 7, 2026 4 likes Inside Canada's Indian Metropolis (Brampton)
白人差別をやめろ!
白人差別をやめろ!
Identity Attack0.35948995
Insult0.14512913
Profanity0.1854088
Threat0.11309616
Severe Toxicity0.026936848
Moderate 0.32020867 Low Con 0.148
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
All of the good immigrants need to ban against the gimmigrants. Make yourselves known.
All of the good immigrants need to ban against the gimmigrants. Make yourselves known.
Identity Attack0.37655997
Insult0.08533409
Profanity0.025360947
Threat0.031314444
Severe Toxicity0.010375977
Moderate 0.32020867 Low Con 0.216
Aug 27, 2025 Why Canadians Are Turning Against …
Canada needs Jesus Christ soooooo badly!!
Canada needs Jesus Christ soooooo badly!!
Identity Attack0.28034934
Insult0.15840563
Profanity0.06495911
Threat0.011379151
Severe Toxicity0.01412424
Moderate 0.32020867 Low Con 0.226
Jan 27, 2026 Inside Canada's Indian Invasion...
suicidal empathy
suicidal empathy
Identity Attack0.040745795
Insult0.045593183
Profanity0.13961408
Threat0.33609006
Severe Toxicity0.020902663
Moderate 0.32020867 Moderate Con 0.465 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada needs deportations
Canada needs deportations
Identity Attack0.33352965
Insult0.06889887
Profanity0.04892669
Threat0.0824309
Severe Toxicity0.013736901
Moderate 0.32020867 Low Con 0.165
Jan 20, 2026 Why Canada’s immigration system has …
And people are talking about Muslims invading their countries Those are hindi majority
And people are talking about Muslims invading their countries Those are hindi majority
Identity Attack0.38208112
Insult0.15414265
Profanity0.085167445
Threat0.02181799
Severe Toxicity0.01986976
Moderate 0.32020867 Low Con 0.243 Comparative_Framing
Feb 9, 2026 Inside Canada's Indian Invasion...
Dude on the bike is genuinely racist and he accurately illustrates how majority of the population in Canada, America, and Europe think and believe. There is much racialization and generalization going on in the video.
Dude on the bike is genuinely racist and he accurately illustrates how majority of the population in Canada, America, and Europe think and believe. There is much racialization and generalization going on in the video.
Identity Attack0.25140062
Insult0.2469859
Profanity0.024199532
Threat0.007353018
Severe Toxicity0.008087158
Moderate 0.32020867 Constructive 0.567 Meta_Commentary
Feb 19, 2026 Inside Canada's Indian Invasion...

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.