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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: "PORTUGAL 🇵🇹" 32 comments · Page 1 of 2
Lily Allen F*%k YOU = Presidency of George W. Bush *** M.I.A. Borders -track *** | This Is America: by Donald Glover ... ( European union and England Brexit) / Foreign relations of Portugal . …
Lily Allen F*%k YOU = Presidency of George W. Bush *** M.I.A. Borders -track *** | This Is America: by Donald Glover ... ( European union and England Brexit) / Foreign relations of Portugal . . . forget antiquity definition and live todays moderation @thought of antiquity. . . ( Alberta -German- the three Netherlands *** immigration*** (Discrimination) ***partition** . . .
Identity Attack0.31015682
Insult0.5723624
Profanity0.70384485
Threat0.05721026
Severe Toxicity0.45895407
Toxic 0.78207105 Moderate Con 0.307 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Portugal= Native American. Hypocrite. LOL!!
Portugal= Native American. Hypocrite. LOL!!
Identity Attack0.44690517
Insult0.6500014
Profanity0.17987521
Threat0.008298059
Severe Toxicity0.023076924
Moderate 0.6426206 Low Con 0.106 Insult Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
The Truth is: "PEOPLE ARE HYPOCRITE". People have double standards. People live in cognitive dissonance. "I came from Portugal or Poland but I don't like the new immigrants" isn't this funny. Canada has a short …
The Truth is: "PEOPLE ARE HYPOCRITE". People have double standards. People live in cognitive dissonance. "I came from Portugal or Poland but I don't like the new immigrants" isn't this funny. Canada has a short history, it was founded a couple of centuries ago, in that sense, every Canadian was an immigrant at some point. For them, the white people, the problem is not immigration, but the brown people. "We hindus don't say Christianity or islam is bad" liar......here in india majority of hindus hate muslims to their core, hindus don't like sikhs, they dont like Christians, hindus don't even like fellow hindus, that are so-called lower caste. And here in punjab some portion of punjabis are furious about the migration of workers, labourers that come from UP & Bihar provinces. In their mind, the migration is an existential threat to the punjabi identity and community. But those hypocrites don't think like that when they move to abroad.
Identity Attack0.46028158
Insult0.56997263
Profanity0.1067334
Threat0.00899713
Severe Toxicity0.023076924
Moderate 0.53579444 Constructive 0.545 Insult
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
"My dad came from Portugal. He had to support us. It's not like that anymore". I mean are you even listening to yourself? Your father was a bum that got lucky now you think you …
"My dad came from Portugal. He had to support us. It's not like that anymore". I mean are you even listening to yourself? Your father was a bum that got lucky now you think you are better than other immigrants lmao
Identity Attack0.4139151
Insult0.50440645
Profanity0.39409557
Threat0.015602129
Severe Toxicity0.12019568
Moderate 0.509388 Moderate Con 0.477 Insult
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
PORTUGAL MENTIONED CARALHO!!!
PORTUGAL MENTIONED CARALHO!!!
Identity Attack0.08500996
Insult0.25205973
Profanity0.70864636
Threat0.0077802283
Severe Toxicity0.02425631
Moderate 0.45761138 Low Con 0.164 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
No freaking way he said "only english, i m from Portugal" lol
No freaking way he said "only english, i m from Portugal" lol
Identity Attack0.17303948
Insult0.1935001
Profanity0.5013569
Threat0.00951496
Severe Toxicity0.023552058
Moderate 0.45703048 Moderate Con 0.329 Humor_Satire
Jan 27, 2026 13 likes Inside Canada's Indian Invasion...
These all Canadians who called themselves their own forefathers cane from britain,france,spain,Portugal these all are also immigrants and why they are not targeting each other because most are white and Indians are brown that pure …
These all Canadians who called themselves their own forefathers cane from britain,france,spain,Portugal these all are also immigrants and why they are not targeting each other because most are white and Indians are brown that pure racism
Identity Attack0.54996765
Insult0.34032786
Profanity0.057944927
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.45549932 Moderate Con 0.479 Identity Attack Identity_Assertion
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
What I’ve seen so far half way in this video is immigrant on immigrant hate😂 lmao I see the ratio is very different of where they are coming from but in the video it said …
What I’ve seen so far half way in this video is immigrant on immigrant hate😂 lmao I see the ratio is very different of where they are coming from but in the video it said 1/4 Canadians are immigrants so even from the white people he interviewed were all immigrants I think 1 or 2 weren’t but the rest were from Poland Portugal Holland and I’m only half way in the video lmao
Identity Attack0.39773783
Insult0.15556364
Profanity0.14666493
Threat0.011042561
Severe Toxicity0.023076924
Moderate 0.3811502 Constructive 0.574 Meta_Commentary
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, …
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, Ireland, etc.? Anyway, I enjoyed the video. Brampton seems like a mini Punjab/ mini India. And driving over there is bad is true but why do the police and authorities don't do anything about it? Easy money from fines.
Identity Attack0.39870077
Insult0.25602314
Profanity0.031641733
Threat0.007547205
Severe Toxicity0.013414118
Moderate 0.3625127 Constructive 0.747 Moral_Argument
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
UK, Ireland, ! Portugal all the same , riddled with immigrants. Destabilisation by design.
UK, Ireland, ! Portugal all the same , riddled with immigrants. Destabilisation by design.
Identity Attack0.37953663
Insult0.16989174
Profanity0.029460056
Threat0.010757755
Severe Toxicity0.013091337
Moderate 0.3389984 Low Con 0.225 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
Emigrants ( Dutch, Portug., Pakst etc) complain about new emigrants. LOL
Emigrants ( Dutch, Portug., Pakst etc) complain about new emigrants. LOL
Identity Attack0.36942887
Insult0.12159709
Profanity0.09001675
Threat0.009126588
Severe Toxicity0.017610285
Moderate 0.3127066 Low Con 0.251
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Same in all Europe Im from Portugal Tired of unemployed mf's
Same in all Europe Im from Portugal Tired of unemployed mf's
Identity Attack0.19693321
Insult0.17361937
Profanity0.2376073
Threat0.013372798
Severe Toxicity0.01683561
Moderate 0.30539915 Moderate Con 0.371 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the …
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the canadians call it one of the best on the word), and the belief Canada is a democracy. It is typically a fascist country that makes spurious elections because it is truly run by an establishment hidden as a secret society and in the surface is run as a mafia by small groups of interest ( corporations, professional order, injustice system, and emty shell politicians). The others ( the canadian people) they enjoy democracy 😂, high quality of life( really, just make a visit to a poor european country as Portugal, Greece ). The same goes for education, just oven degrees hot and not edible. Now Canadians learned that immigrant are taking their land and opportunities. You're lied, put under pot, and cheated by your democratic representatives. Try to fight, you'll be in a gulag (minus 15 Celsius only for some day) until the nobel prize candidates of uot and mcgill will put you democratically under tanax.
Identity Attack0.1808059
Insult0.24928534
Profanity0.029186781
Threat0.0072882893
Severe Toxicity0.0064468384
Low Tox 0.28548008 Moderate Con 0.49
Jun 18, 2025 How Canada broke its immigration …
In Portugal the government is starting to implement some measures but to be honest we are not noting any difference so far. He started having fraud in our NHS because the public workers were enrolling …
In Portugal the government is starting to implement some measures but to be honest we are not noting any difference so far. He started having fraud in our NHS because the public workers were enrolling illegal immigrants with fake addresses in exchange of money. There lines since 4 AM of portuguese elders in front of the health centers trying to have an appointment with no luck. Someone from the Foreign Affairs Office was envolver in the scheme as well. This is sick and of course members of the governments have to be evolved.
Identity Attack0.14661247
Insult0.23237456
Profanity0.03715288
Threat0.0084793
Severe Toxicity0.005722046
Low Tox 0.2553839 Constructive 0.686 Unverified_Claim
Nov 22, 2025 4 likes Quebec Ends Economic Immigration Program …
It's so tragic to see this video. It's a loss of Canadian culture. This happened in my hometown of London, England. I moved to Sydney, Australia, and since the start of the pandemic, the country …
It's so tragic to see this video. It's a loss of Canadian culture. This happened in my hometown of London, England. I moved to Sydney, Australia, and since the start of the pandemic, the country has been flooded with Indians. I no longer want to live in what feels like Mumbai and am considering moving to Portugal.
Identity Attack0.3043136
Insult0.081508696
Profanity0.020851927
Threat0.00823333
Severe Toxicity0.009155273
Low Tox 0.25462922 Constructive 0.694
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
..most of the people "interviewed" are white - they may have born in Canada, their parents & grandparents may have been born in Canada OR their parents, grandparents or they themselves coming from countries where …
..most of the people "interviewed" are white - they may have born in Canada, their parents & grandparents may have been born in Canada OR their parents, grandparents or they themselves coming from countries where the majority of the population is caucasian e.g. Portugal, Poland - with similar religious backgrounds. Why did they leave Poland, Portugal, Greece or Italy? Why are they "more acceptable" as immigrants, than others? If for example, mass immigration had come from Russia (or G:)d help us Romania) - what would they say?
Identity Attack0.28034934
Insult0.06337463
Profanity0.02433617
Threat0.007832011
Severe Toxicity0.0062179565
Low Tox 0.22846605 Constructive 0.53
Sep 19, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
india have small israel india have small france india have small portugal will other country allow small india?
india have small israel india have small france india have small portugal will other country allow small india?
Identity Attack0.116281845
Insult0.030044744
Profanity0.02433617
Threat0.009411395
Severe Toxicity0.0051879883
Low Tox 0.12867521 Low Con 0.173 Comparative_Framing
Oct 14, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
"Im from Portugal. Lisbon. . . Abrigardo." Hahahaha brilliant 14:18
"Im from Portugal. Lisbon. . . Abrigardo." Hahahaha brilliant 14:18
Identity Attack0.04822223
Insult0.024640027
Profanity0.05017922
Threat0.010809537
Severe Toxicity0.005836487
Low Tox 0.11129999 Moderate Con 0.481 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Oliveira - not a very Anglo saxon name. You should be in Brazil or Portugal
Oliveira - not a very Anglo saxon name. You should be in Brazil or Portugal
Identity Attack0.045901958
Insult0.022448512
Profanity0.019758832
Threat0.007417747
Severe Toxicity0.0022029877
Low Tox 0.08637348 Moderate Con 0.315 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My parents immigrated to Canada from Portugal. They set about trying to be even more Canadian than someone born here. I have no problem with immigration, but I do start to when people refuse to …
My parents immigrated to Canada from Portugal. They set about trying to be even more Canadian than someone born here. I have no problem with immigration, but I do start to when people refuse to adopt our customs and ways and just act as though they are still in India and don't respect Canada- the country they have moved to. They take advantage of our health care systems, benefits etc etc. I find it sad that Canada is starting to look nothing like the country I remember in my youth.
Identity Attack0.06340405
Insult0.024768941
Profanity0.01220964
Threat0.0061037517
Severe Toxicity0.002193451
Low Tox 0.085582085 Constructive 0.734
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
14:18 , Portugal, represent. Lol.
14:18 , Portugal, represent. Lol.
Identity Attack0.022992345
Insult0.01929015
Profanity0.026180768
Threat0.007197669
Severe Toxicity0.002861023
Low Tox 0.06025757 Low Con 0.27 Humor_Satire
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
You were lucky to say you were from Portugal! xD We are mostly good people , you need to work on that "obrigado" tho 😂😂
You were lucky to say you were from Portugal! xD We are mostly good people , you need to work on that "obrigado" tho 😂😂
Identity Attack0.025002124
Insult0.01961243
Profanity0.028503597
Threat0.008440462
Severe Toxicity0.002708435
Low Tox 0.059479803 Constructive 0.514 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada must repeat what it did in the 1930's and the 1940's. Canada needs to bring 5 million immigrants from Eastern Europe, like Poland, Portugal, Romania, Ukraine, Russia, Serbia, Bosnia, Lithuania, Estonia, Hungary, Macedonia etc. …
Canada must repeat what it did in the 1930's and the 1940's. Canada needs to bring 5 million immigrants from Eastern Europe, like Poland, Portugal, Romania, Ukraine, Russia, Serbia, Bosnia, Lithuania, Estonia, Hungary, Macedonia etc. Just look at the Eastern Europeans in Canada, they and their Canadian born children and grandchildren have learned and speak English language fluently. In Canada, people speak English and French. The British and the French values must be upheld. God save the King.
Identity Attack0.031722516
Insult0.014580919
Profanity0.010365041
Threat0.007534259
Severe Toxicity0.0018882751
Low Tox 0.04711028 Constructive 0.54 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Portugal Mentioned!!!!!!!!!!!!!!!! LET'S GOOOOOOOOOO
Portugal Mentioned!!!!!!!!!!!!!!!! LET'S GOOOOOOOOOO
Identity Attack0.010211408
Insult0.011312899
Profanity0.016411226
Threat0.00823333
Severe Toxicity0.0023078918
Low Tox 0.03357032 Low Con 0.262 Humor_Satire
Jan 28, 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.