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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: "Oh, this is what it …" 215 comments · Page 4 of 9
I remember when indians were glazing this guy cause he was speaking against Muslims, but oh how the tables have turned😂
I remember when indians were glazing this guy cause he was speaking against Muslims, but oh how the tables have turned😂
Identity Attack0.40883094
Insult0.16124763
Profanity0.12096943
Threat0.048158366
Severe Toxicity0.020257099
Moderate 0.3666224 Moderate Con 0.383 Humor_Satire
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Oh ya ,it is a heaven for terrorists and criminals. I don't understand why there is a opposition leader in this country.
Oh ya ,it is a heaven for terrorists and criminals. I don't understand why there is a opposition leader in this country.
Identity Attack0.11163961
Insult0.3388922
Profanity0.045419596
Threat0.021127338
Severe Toxicity0.0119018555
Moderate 0.3666224 Moderate Con 0.337 Fear_Threat
Nov 20, 2025 Thousands of refugees allowed into …
oh, I feel sorry for the canadians and Indians.......they do not seem to like each other!
oh, I feel sorry for the canadians and Indians.......they do not seem to like each other!
Identity Attack0.4482637
Insult0.17734702
Profanity0.027273865
Threat0.008052089
Severe Toxicity0.014317908
Moderate 0.36456755 Moderate Con 0.4
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
You report them the moment they are not attending your school you report them to the government that they have left the campus These people are a waste of the taxpayers dollars Lip service oh …
You report them the moment they are not attending your school you report them to the government that they have left the campus These people are a waste of the taxpayers dollars Lip service oh my God they must be a bunch of liberals
Identity Attack0.072601855
Insult0.40189892
Profanity0.04291453
Threat0.009799767
Severe Toxicity0.007820129
Moderate 0.3625127 Low Con 0.24 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Oh BC has it worse but we deal with East Asians in Tesla, Kia and Subaru's. Come do a nice docu series on the sufferings of white people over here please.
Oh BC has it worse but we deal with East Asians in Tesla, Kia and Subaru's. Come do a nice docu series on the sufferings of white people over here please.
Identity Attack0.44690517
Insult0.13607834
Profanity0.059948977
Threat0.03649433
Severe Toxicity0.013349563
Moderate 0.36095104 Moderate Con 0.437 Identity_Assertion
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
I’ve had conversations with Indians who say there’s too many Indians. Prior to the past 10-11 years of liberal “leadership,” we only let in 40k people per year. Now on average over trudeaus time we …
I’ve had conversations with Indians who say there’s too many Indians. Prior to the past 10-11 years of liberal “leadership,” we only let in 40k people per year. Now on average over trudeaus time we on average let in 1 million people per year. It’s disgusting. It’s purely the liberals thinking “oh yeah all of of them vote the same, let’s bring em in and they’ll vote us in.” Short term play all about greed and power worship. Instead of a long term play to serve Canada. Indians and other immigrants who came here before this liberal season, they all despise the new immigrants. Because they had to jump through so many hoops to become Canadian. These new people are welcomed even though they don’t work and go straight on welfare. It’s sick and twisted.
Identity Attack0.37082586
Insult0.28791866
Profanity0.084844165
Threat0.010705971
Severe Toxicity0.012207031
Moderate 0.34757367 Constructive 0.592 Policy_Critique
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Oh my God what a joke so you don't want to know if there's any dishonest criminal activity from any of the students on your campus get her out of her position fire her
Oh my God what a joke so you don't want to know if there's any dishonest criminal activity from any of the students on your campus get her out of her position fire her
Identity Attack0.018470341
Insult0.16846494
Profanity0.09583591
Threat0.2836219
Severe Toxicity0.015931819
Moderate 0.3389984 Low Con 0.251 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
OH look white fragility being threatened. Youre not the main character in this World. Variety in culture good when it comes to the World!
OH look white fragility being threatened. Youre not the main character in this World. Variety in culture good when it comes to the World!
Identity Attack0.37655997
Insult0.11616662
Profanity0.09066332
Threat0.047835086
Severe Toxicity0.016900165
Moderate 0.3389984 Moderate Con 0.302
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Oh, Indians are about to become mentors to Canadians; they will teach Canadians what Brahmins, Kshatriyas, Vaishyas, Shudras, and the Untouchables are.
Oh, Indians are about to become mentors to Canadians; they will teach Canadians what Brahmins, Kshatriyas, Vaishyas, Shudras, and the Untouchables are.
Identity Attack0.3958119
Insult0.24171697
Profanity0.030639706
Threat0.009126588
Severe Toxicity0.015479924
Moderate 0.33587718 Low Con 0.275 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Uh oh, wait until papagut has a temper tantrum after seeing this video
Uh oh, wait until papagut has a temper tantrum after seeing this video
Identity Attack0.054763943
Insult0.16480011
Profanity0.1589207
Threat0.065292306
Severe Toxicity0.019095084
Moderate 0.33255672 Low Con 0.147 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
indians selling pizza in a canadian coffee shop icon, oh how canada has fallen
indians selling pizza in a canadian coffee shop icon, oh how canada has fallen
Identity Attack0.3817989
Insult0.15911613
Profanity0.03239325
Threat0.00780612
Severe Toxicity0.011444092
Moderate 0.3281604 Low Con 0.293 Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
It wasn’t just “ *white people* ” who express concern What are you Americans? Oh wait..
It wasn’t just “ *white people* ” who express concern What are you Americans? Oh wait..
Identity Attack0.3817989
Insult0.10148193
Profanity0.06646215
Threat0.008375733
Severe Toxicity0.010681152
Moderate 0.3266089 Low Con 0.221 Identity_Assertion
Dec 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Oh western capitalism, bad Russians Bad Chinese but Good Americans Good Europe.Now see what happened. Beautiful democracy huh.
Oh western capitalism, bad Russians Bad Chinese but Good Americans Good Europe.Now see what happened. Beautiful democracy huh.
Identity Attack0.37152436
Insult0.1669316
Profanity0.049177196
Threat0.008466354
Severe Toxicity0.012962224
Moderate 0.3245134 Low Con 0.161 Comparative_Framing
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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 …
5:19 too conservative, I think you mean to say too liberal or progressive not conservative, conservative would mean to conserve something which Canada hasn’t. Oh I forgot to blame white liberal women and the generation …
5:19 too conservative, I think you mean to say too liberal or progressive not conservative, conservative would mean to conserve something which Canada hasn’t. Oh I forgot to blame white liberal women and the generation that keeps on messing with peoples lives boomers cuz both always vote in the worst way possible.
Identity Attack0.36702603
Insult0.16780703
Profanity0.024199532
Threat0.008013252
Severe Toxicity0.0074005127
Moderate 0.3140926 Moderate Con 0.499
Aug 26, 2025 Why Canadians Are Turning Against …
Oh man, as soon I saw the title and the thumbnail, I just knew the comments were going to be insane 😂 As much as Canada is lauded as a nice and welcoming country, it's …
Oh man, as soon I saw the title and the thumbnail, I just knew the comments were going to be insane 😂 As much as Canada is lauded as a nice and welcoming country, it's open season when it comes to Indians. I work in a typical corporate environment, where all conversations are filtered through a layer of professionalism, and just the other day my director made a joke about how he's glad we don't have Indians on our team. Everyone laughed and we moved on as if it was a completely normal thing to say about an ethnic group. You know it's bad when both the conservative boomers and the liberal millenials/gen Z all agree we have too many Indians.
Identity Attack0.34324843
Insult0.2435641
Profanity0.0961592
Threat0.010369381
Severe Toxicity0.013414118
Moderate 0.3127066 Constructive 0.709
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
HALT! This is as far as you go, buddy! Ahead of you lies the great kingdom of Canada! It is accessible only to the most noble and valiant of people. Oh no you don't! I …
HALT! This is as far as you go, buddy! Ahead of you lies the great kingdom of Canada! It is accessible only to the most noble and valiant of people. Oh no you don't! I can see that you are not Canadian. And there is only one way a non-Canadian can ever hope to enter the gates of our country. You must go back to your land and return here with... A passport. Ah, I see you have a passport! All right, hand it over.
Identity Attack0.28034934
Insult0.16795322
Profanity0.032643758
Threat0.013528148
Severe Toxicity0.014188796
Moderate 0.30716252 Moderate Con 0.346 Humor_Satire
Dec 6, 2025 Why Canadians Are Turning Against …
Oh thank god Canada immigration is looking into this fraud.
Oh thank god Canada immigration is looking into this fraud.
Identity Attack0.27682206
Insult0.22770336
Profanity0.028093686
Threat0.0069387536
Severe Toxicity0.0065994263
Moderate 0.30527395 Moderate Con 0.317 Solidarity
Sep 28, 2025 IRCC Names India in Study …
Oh, I would like to see a local citizen to replace her in her job! And she can go back to her country!!!!!
Oh, I would like to see a local citizen to replace her in her job! And she can go back to her country!!!!!
Identity Attack0.19693321
Insult0.1342682
Profanity0.020646973
Threat0.021300001
Severe Toxicity0.010910034
Moderate 0.30439767 Moderate Con 0.381 Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
with all thats already going on with the fraud in U.S.A put on blast thanks to you tube already. All i can say is oh no. uh oooooh here we go again
with all thats already going on with the fraud in U.S.A put on blast thanks to you tube already. All i can say is oh no. uh oooooh here we go again
Identity Attack0.06795148
Insult0.13245803
Profanity0.07740857
Threat0.013631714
Severe Toxicity0.010528564
Moderate 0.30427247 Low Con 0.236 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh Tyler, based off of your last 3 uploads it looks like you're trying to get into that UFC White House card or something. Goes from calling attention to the homeless people for years that …
Oh Tyler, based off of your last 3 uploads it looks like you're trying to get into that UFC White House card or something. Goes from calling attention to the homeless people for years that are literal immigrants to putting them in your crosshairs and making them a target. Crazy work for the bag lil bro.
Identity Attack0.06613251
Insult0.26957804
Profanity0.03615085
Threat0.008531082
Severe Toxicity0.005264282
Moderate 0.30319387 Moderate Con 0.356 Meta_Commentary
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
Look, nobody said that Chinatown, SF was supposed to be European or that Manilatown, Vancouver to be white. Brampton is a Little India, and you can complain all you want... once you show the proof …
Look, nobody said that Chinatown, SF was supposed to be European or that Manilatown, Vancouver to be white. Brampton is a Little India, and you can complain all you want... once you show the proof that you entered with your Inuit Visa, oh wait they were killed by you and yet you complain when legal immigrants come. They contribute to the culture of Vancouver, Toronto but you just love to point out Brampton when 0.01% have even seen the place, let alone lived there.
Identity Attack0.33352965
Insult0.11978693
Profanity0.026454043
Threat0.054947287
Severe Toxicity0.012435913
Moderate 0.30136615 Constructive 0.631 Moral_Argument
Feb 17, 2026 Inside Canada's Indian Metropolis (Brampton)
ship them home, they have NO CANADIAN VALUES or care to understand it, OH, Obey Our LAWS or go home.......
ship them home, they have NO CANADIAN VALUES or care to understand it, OH, Obey Our LAWS or go home.......
Identity Attack0.2127345
Insult0.1640896
Profanity0.019280603
Threat0.025271246
Severe Toxicity0.012054443
Low Tox 0.29953843 Low Con 0.14
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Oh fu$/< thats why government slashes 1000$ from my each pay check 🤬🤬🤬🤬
Oh fu$/< thats why government slashes 1000$ from my each pay check 🤬🤬🤬🤬
Identity Attack0.0066596144
Insult0.09416737
Profanity0.29168049
Threat0.0070164283
Severe Toxicity0.010910034
Low Tox 0.2854869 Moderate Con 0.308
Aug 5, 2022 1 likes How much do refugees and …
If india had hundreds of millions of highly trained engineers and professionals, why does it still look like it does? Oh right, its a lie.
If india had hundreds of millions of highly trained engineers and professionals, why does it still look like it does? Oh right, its a lie.
Identity Attack0.17847598
Insult0.16883044
Profanity0.03389629
Threat0.00756015
Severe Toxicity0.0062942505
Low Tox 0.2854699 Low Con 0.14 Unverified_Claim
Jan 27, 2026 1 likes 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.