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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: "Poland with Canada ❤" 18 comments
Every other country except Poland has a ‘too many paki’ problem. Take a guess what’s coming for Canada? Why are we so stoopid about this?
Every other country except Poland has a ‘too many paki’ problem. Take a guess what’s coming for Canada? Why are we so stoopid about this?
Identity Attack0.3895355
Insult0.6109131
Profanity0.3158166
Threat0.00823333
Severe Toxicity0.023076924
Moderate 0.5972042 Low Con 0.19 Insult Fear_Threat
Jun 20, 2025 1 likes How Canada broke its immigration …
7:56 This shirtless guy is an absolute clown. He's complaining about immigration yet he himself is an unhappy immigrant. If he's so unhappy, why doesn't he go back to Poland? Also, calling Canada communist is …
7:56 This shirtless guy is an absolute clown. He's complaining about immigration yet he himself is an unhappy immigrant. If he's so unhappy, why doesn't he go back to Poland? Also, calling Canada communist is hilarious considering that it has a free market economy, a multiparty democracy, free elections and protected right to free expression and free assembly.
Identity Attack0.17614605
Insult0.6370372
Profanity0.12903778
Threat0.009281937
Severe Toxicity0.021419114
Moderate 0.584095 Moderate Con 0.443 Insult Meta_Commentary
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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)
U white guy making video against immigrants- how sad for u - you don’t know real history- why u given visa to come - that is it govt issue nothing do immigrant - Poland guy …
U white guy making video against immigrants- how sad for u - you don’t know real history- why u given visa to come - that is it govt issue nothing do immigrant - Poland guy why come Canada tell me
Identity Attack0.48915586
Insult0.26957804
Profanity0.02973333
Threat0.010395273
Severe Toxicity0.019740647
Moderate 0.4269174 Low Con 0.252
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I am so proud of Poland ❤ Europe Canada UK Australia new zealand these are were destroy by immigrates 😢😭
I am so proud of Poland ❤ Europe Canada UK Australia new zealand these are were destroy by immigrates 😢😭
Identity Attack0.44690517
Insult0.19500497
Profanity0.060951006
Threat0.024580594
Severe Toxicity0.019611536
Moderate 0.37795907 Moderate Con 0.497
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I consider myself International( 3ed generation Canadian) because I spent half of my life working in many countries. Canada was always my home until about 15 years ago when I started feeling that thigs are …
I consider myself International( 3ed generation Canadian) because I spent half of my life working in many countries. Canada was always my home until about 15 years ago when I started feeling that thigs are changing in the wrong directions not only the immigration influx but total anti-Christian war, morality, family values, sexualization of children etc etc. its all gone to HELL !! This is not only about money and cheap labor, rather the NEW WORLD ORDER that the Western ELITES have implementing for decades. The same thing that's happening to us Canadians, it's happening to Americans, Britian, France, Spain, Italy, Germany and most of our G20 group because they all agreed to this globalization, and neoliberal policies. Now that my children graduated, I have moved them to an east European country where all my values and beliefs are still intact. I will be leaving Canada soon with a very sad heart, in my mind I will keep the Canada that I once loved. THIS IS ALL PLANNED it's not a mistake !! The countries in EU that don't allow for mass immigrants are being targeted, sanctioned, fined in the billions and are forcing to oust the governments ( Hungary, Slovakia, Poland etc )!! Government wants racial hearted and that's why it allows things that aggravates the Canadians...it's all about control and fear, they want us te fear each other !! If Canadian government wanted a high birth rate than it should have given the money that they spend on new immigrants to Canadian mothers in order to stay home and have more kids. Many countries have birth incentives for more than 2 children, countries that are nowhere economically on the Canadian level. Simply as I said, this is about globalization !!!
Identity Attack0.28034934
Insult0.2838064
Profanity0.25001678
Threat0.0113014765
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.73
Aug 26, 2025 Why Canadians Are Turning Against …
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over …
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over even with the promise to pay out of pocket for healthcare should it be needed. I find it utterly disgusting that as a born Canadian citizen I can't get a job, proper healthcare and live in a culture where immigrants (not all if them do this) thumb their noses at us. These immigrants, in my opinion, have NO intention of learning the english language either. I can't figure out why some of them even bothered coming to Canada because they haven't left their crap where they came from. It is no wonder Poland is the way they are about Immigration.
Identity Attack0.36702603
Insult0.33964422
Profanity0.07740857
Threat0.010602405
Severe Toxicity0.013672344
Moderate 0.3389984 Constructive 0.688 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
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 …
..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)
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to …
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to say this but Canada is too "kind" and too liberal for it's own good. They essentially would have a rabid animal gnawing at their leg but would not try to stop it because the animal maybe "scared" or "hungry" or don't want to hurt it's feeling or something. If Canadians do no protect it's values and culture by restricting and massively reducing integration and not hesitating to deport criminal immigrants, the very soul and identity of this beautiful country will be gone FOREVER (some would already say that already happened)!! That's why I respect Poland so much, they said NO to mass migration by way of asylum seekers, regardless of the backlash from the EU, but that's why unlike those other countries that did the mass migration, Poland remains one of if not the safest European country and best of all, KEPT THEIR IDENTITY!!!
Identity Attack0.07508347
Insult0.10148193
Profanity0.028503597
Threat0.012181788
Severe Toxicity0.0063323975
Low Tox 0.19939905 Constructive 0.664 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
I was born in Poland, raised in Canada, and despite living in Toronto, learned both official languages to utter fluency. Yet to communicate with others in Toronto, apparently Hindi and Punjabi are what is required …
I was born in Poland, raised in Canada, and despite living in Toronto, learned both official languages to utter fluency. Yet to communicate with others in Toronto, apparently Hindi and Punjabi are what is required for economic opportunity . That’s absurd…so I moved back to Europe because I like living in a place with a sense of identity, not just an economic unit for our corporate overlords (who are the real culprits of unskilled immigration.
Identity Attack0.10221587
Insult0.09270445
Profanity0.019075647
Threat0.0065568537
Severe Toxicity0.0029754639
Low Tox 0.19409354 Constructive 0.605 Personal_Narrative
Jun 18, 2025 169 likes How Canada broke its immigration …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over other cities its when it became a little too much and started to take over canadian culture. I had a friend visit from the u.s for the very first time, and we did some sight seeing, you know going to places around ontario that tourists would check out, went to niagra falls for the first time in maybe 10 years man it changed. It was 90% Indian people. She noticed it right away but didnt say anything, i said a lot of indians huh? and she said yeah didnt think canada was like this. When you think Canada its always been mulicultural, you just think of all ethnicities and people of different cultures but at the end of the day everyone was Canadian and they assimilated. Now you dont think of a multicultural country you think of an indian country thats changing the canadian culture and way of life and not in a good way. Identity is being taken away and it needs to stop. Canada needs to take notes from Poland before its too late. Poland closed their doors and guess what? economy went up, crime rate went down, people are happier. Canada opened the doors, crime rate shot up, economy crashing, more homelessness then ever and so on. Not saying its specifically Indian people, its the amount coming in and how they adopt canadian culture but instead bring their culture and trye changing the country to fit them rather then fitting in with an already established country and culture.
Identity Attack0.06567776
Insult0.07935401
Profanity0.026590679
Threat0.007353018
Severe Toxicity0.004005432
Low Tox 0.15987846 Constructive 0.758
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
India is a commonwealth country the same a Canada. They speak English. This has something to do with immigration from India. It’s interesting to see that immigrants from Poland think they are superior immigrants.
India is a commonwealth country the same a Canada. They speak English. This has something to do with immigration from India. It’s interesting to see that immigrants from Poland think they are superior immigrants.
Identity Attack0.17925262
Insult0.04032305
Profanity0.01442999
Threat0.0064985976
Severe Toxicity0.0029754639
Low Tox 0.15987846 Moderate Con 0.37
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I have only one question.. why is the government allowing them into the country ? What is the reason and who is it benefiting??? As I commented before , my parents came to Canada in …
I have only one question.. why is the government allowing them into the country ? What is the reason and who is it benefiting??? As I commented before , my parents came to Canada in 1966 I was just a baby , Canada had endless jobs in manufacturing, and especially in the construction sector , I will say that immigrants back then , Italians , and Portuguese really built this country , the men and women worked sometimes two jobs , no hand out from the government , no sick days , Canada was beautiful growing up , .. that’s how I remember it , other immigrants followed , from Poland , and then the Indians started to come in by the 80”s .. fast forward to now , I’m embarrassed of our country , it’s disgraceful and disgusting, the transition from back then to now , I feel like I’m living in India , dirty , scammers , gangs , thief’s , murders , ignorant , entitlement; disrespectful etc .. facts , one thing that I can’t wrap my head around is the language barrier , why are these people working in customer service ? Why are they dealing with the public ??? Why are they in the health care industry, nurses , doctors etc , when they can’t speak the language???? Why are they accepted in these highly skilled positions? Just because you have the skill ? Isn’t knowing the language and being able to communicate a requirement regardless what job you have ? Why is the government allowing them in this country and then paying for them to have all these resources available to them ? Why ?? We need to start helping the people that have contributed to this country , that paid taxes and their dues FIRST … we do not have enough affordable housing , jobs , hospitals ,etc .Canada has falling , they are a financial strain on this country , it needs to STOP.. this isn’t the 60”s anymore Canada is to the max , no opportunity here anymore , send them back !
Identity Attack0.06249457
Insult0.05964688
Profanity0.018324144
Threat0.0072106146
Severe Toxicity0.0032043457
Low Tox 0.12260055 Constructive 0.724
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦‍♂️
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦‍♂️
Identity Attack0.078392304
Insult0.025929155
Profanity0.014327513
Threat0.007857903
Severe Toxicity0.0030136108
Low Tox 0.10870059 Low Con 0.169 Comparative_Framing
Feb 17, 2026 Inside Canada's Indian Invasion...
When I moved to Canada from Poland, I was told to keep my head down and behave like the Canadians do. Never imagined a world where I showed up and forced my hosts to adapt …
When I moved to Canada from Poland, I was told to keep my head down and behave like the Canadians do. Never imagined a world where I showed up and forced my hosts to adapt to my culture.
Identity Attack0.06749674
Insult0.030044744
Profanity0.01220964
Threat0.00746953
Severe Toxicity0.0023555756
Low Tox 0.103928015 Moderate Con 0.487
Oct 3, 2025 149 likes Inside Canada's Indian Metropolis (Brampton)
they must leave. Canada is already full of people. Job is very hard to find and cost of living is skyrocketing !! Look at immigration policy like Poland. Canada needs to take care its own …
they must leave. Canada is already full of people. Job is very hard to find and cost of living is skyrocketing !! Look at immigration policy like Poland. Canada needs to take care its own people first. Always .
Identity Attack0.036878675
Insult0.028942931
Profanity0.012414595
Threat0.007417747
Severe Toxicity0.001821518
Low Tox 0.10002319 Constructive 0.516
Jan 17, 2026 2.9 million Canadian temporary visas …
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...

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.