Skip to content
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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "I see them and I …" 1,182 comments · Page 19 of 48
My neighbourhood is primarily made of immigrants. I see a lot of elderly people brought to Canada by their adult kids. I see a huge number of single swarthy complexioned looking single males. Males who …
My neighbourhood is primarily made of immigrants. I see a lot of elderly people brought to Canada by their adult kids. I see a huge number of single swarthy complexioned looking single males. Males who sit in malls, stand at streetcorners, wander and sleep in our parks. I no longer feel safe walking my dog. I am told to take my fnnn dog off the road. It's their road. Like he!!. My family came here as immigrants, paid their own way, bought real estate and never ever asked anyone for help. We even had to pay for our own healthcare before the NDP eventually intoduced national healthcare. And don't kid yourself, the refugee you find to get freebees off the Canadian taxpayers are not always poor. They keep their investments in Swiss, German, UK and US banks. Canadians are way too laid back and let this happen.
Identity Attack0.34324843
Insult0.24561718
Profanity0.10240069
Threat0.009955117
Severe Toxicity0.017287504
Moderate 0.32182294 Constructive 0.629 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
So how can we fix the immigration invasion, possibly by literally fighting back physically on are streets ?? You fight immigration and the corrupt governments , SOS CANADA I SEE A WAR ON THIS COMING …
So how can we fix the immigration invasion, possibly by literally fighting back physically on are streets ?? You fight immigration and the corrupt governments , SOS CANADA I SEE A WAR ON THIS COMING SOONER THEN GOVERNMENT THINKS
Identity Attack0.16159154
Insult0.24928534
Profanity0.02385794
Threat0.05203775
Severe Toxicity0.0104522705
Moderate 0.32128486 Moderate Con 0.364
Aug 29, 2025 Why Canadians Are Turning Against …
I wanna see more of the white dude on the bike 😂
I wanna see more of the white dude on the bike 😂
Identity Attack0.36702603
Insult0.076819435
Profanity0.110447146
Threat0.057856824
Severe Toxicity0.01644827
Moderate 0.32128486 Moderate Con 0.355 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I see why drake looks like a Indian now 😂
I see why drake looks like a Indian now 😂
Identity Attack0.36702603
Insult0.15911613
Profanity0.10920923
Threat0.009747985
Severe Toxicity0.01683561
Moderate 0.32128486 Moderate Con 0.329
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 …
if you wanna see an idian invasion, come to virginia preferably loudon county.
if you wanna see an idian invasion, come to virginia preferably loudon county.
Identity Attack0.37730414
Insult0.08508729
Profanity0.080318145
Threat0.05397744
Severe Toxicity0.018320406
Moderate 0.32074678 Low Con 0.209 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I feel for that lady,I'm a home owner, but not for long, I lost my job due to a back injury, I went back to school for DZ and heavy equipment tickets, graduated 7 months …
I feel for that lady,I'm a home owner, but not for long, I lost my job due to a back injury, I went back to school for DZ and heavy equipment tickets, graduated 7 months ago and unable to find work, I spent all my savings, in 3 years. I saved $75,000 over my 40 years, just to lose it all to the economy we live in today. I eat once every other day. I will be homeless by winter. And I see all the immigrants wearing Gucci, driving nice cars, living the life Canadians deserve. I'm ready to burn this government to the ground. I'm about to lose everything and there's nothing I can do to save my life.
Identity Attack0.19298288
Insult0.16890354
Profanity0.07643871
Threat0.34804323
Severe Toxicity0.02167734
Moderate 0.32074678 Constructive 0.672 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
For the love of god please fix this. I am an Indian immigrant here since I was 5 and a citizen since I was 12 and my husband is white and we both see the …
For the love of god please fix this. I am an Indian immigrant here since I was 5 and a citizen since I was 12 and my husband is white and we both see the hate rising. You have flood the country with unqualified and uneducated student immigrants and it’s making the rest of us who have been here 40 years scared. Immigration should be a mechanism that is used with high level discretion and sparingly not a replacement mechanism that fuels fear, hate, repulsion. 😟
Identity Attack0.32768643
Insult0.17610447
Profanity0.029596692
Threat0.009722093
Severe Toxicity0.010375977
Moderate 0.32074678 Constructive 0.743 Personal_Narrative
Sep 28, 2025 1 likes IRCC Names India in Study …
So to talk about people in-fluxing in, taking over cities, causing a boom in the population of their diaspora, not assimilating into the culture....isn't it what "White colonialism ' did? Canada was not white country …
So to talk about people in-fluxing in, taking over cities, causing a boom in the population of their diaspora, not assimilating into the culture....isn't it what "White colonialism ' did? Canada was not white country a couple of Hundred years ago, it was stolen, invaded and completely white washed. Unfortunately no immigrant see Canada for what it should have been under the native people of Canada...so why are you scapegoating it when you're getting a taste of your own medicine. Claiming victimhood doesn't solve anything I guess...
Identity Attack0.36702603
Insult0.1823172
Profanity0.035649836
Threat0.0116639575
Severe Toxicity0.012962224
Moderate 0.31963667 Constructive 0.627
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to …
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to go to America too? Why does the colour of their skin matter to you? Do you really believe that all your ancestors who came to America from different countries didn’t bring their culture with them? And don’t you think that all these different cultures shaped America into what it is today? I am not American, and I would never leave my country for America. As an outsider, it feels strange to watch Americans portray other people—who want to immigrate to the country just like your own ancestors did—as inferior. In my eyes, you are exactly the same, no one is better than the other. It surprises me that a country like America shows hostility toward others who, just like them, are immigrants. And then you go to a other country with that very same mindset. No matter if Canada or America, remember that your not a native, so why judge people so hard, for trying to do the same thing like you did. You are not a native either.
Identity Attack0.36702603
Insult0.16195811
Profanity0.05243378
Threat0.008919456
Severe Toxicity0.012833111
Moderate 0.31963667 Constructive 0.763 Moral_Argument
Feb 8, 2026 Inside Canada's Indian Invasion...
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change …
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change the ways we who were born and raised here are aloud to live our lives as we always have. My first job ever was tim hortons. Now im watching teens unable to gain independence unless their parents i Know someoneone who can hire them meanwhile no one can understand the person taking their order at tim hortons...Canada is to expensive now and we dont have the means to support these people anymore. Its costing us more with what they have done to our economy . Some of these people have zero care for human life ether they drive like A holes and cause accidents that cost lives. Canada is no longer a welcoming happy country. We are exhausted from busting our ass to keep a roof over our head leaving us unable to afford other things even food. Its not that they are all awful people (some are) but we CANT support them anymore we need to be able to support ourselves again !! The last 2 prime ministers are also to blame in reality. As an albertan i dont even care about anyone east of manitoba because they chose to vote this reality to life. I wanna see western canadas money stay on the west end of this country. There is a canadian divide and its time to seperate so not every canadian has to suffer for the stupidity out that way
Identity Attack0.25647953
Insult0.24928534
Profanity0.16264248
Threat0.011508608
Severe Toxicity0.015221698
Moderate 0.31825066 Constructive 0.665 Economic_Argument
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
So tell me what do we do... as a true canadian i see this every day new immigrants that dont have any respect for anyone that cant be canadian that flood are streets with hate …
So tell me what do we do... as a true canadian i see this every day new immigrants that dont have any respect for anyone that cant be canadian that flood are streets with hate and burn are canadian flag. Im embarrassed to be a canadian what a bad thing that is .....WE NEED CHANGE and we need it now so tell me what do I have to do what do we have to do to stop this madness
Identity Attack0.27914262
Insult0.21602537
Profanity0.026454043
Threat0.0347677
Severe Toxicity0.014317908
Moderate 0.31686464 Constructive 0.524 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
i hope this video blows up so that the world can see how out of control things are.
i hope this video blows up so that the world can see how out of control things are.
Identity Attack0.031980325
Insult0.042665333
Profanity0.14402086
Threat0.3423812
Severe Toxicity0.021290002
Moderate 0.31547862 Moderate Con 0.333 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As indian we didn't like our country because india have more blind followers of political parties like BJP who never asked questions to government (in 2014 and 2025 BJP ruled india) we have corruption in …
As indian we didn't like our country because india have more blind followers of political parties like BJP who never asked questions to government (in 2014 and 2025 BJP ruled india) we have corruption in anyway if your Rich with contact with political (BJP) so your are free to any crime. ( Same Indian are uncivilized and some are civilized who Leved india to better quality Life ) I'll just went to say something to other. I'll didn't hate our country but I'll enough to see corruption in anyways in India.
Identity Attack0.29951343
Insult0.26957804
Profanity0.096482486
Threat0.024753258
Severe Toxicity0.017093835
Moderate 0.3140926 Constructive 0.717 Personal_Narrative
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
I can definitely see this guy's channel getting deleted for inciting hatred towards a group of people very soon.
I can definitely see this guy's channel getting deleted for inciting hatred towards a group of people very soon.
Identity Attack0.06476828
Insult0.07365121
Profanity0.0961592
Threat0.10696311
Severe Toxicity0.012207031
Moderate 0.3140926 Moderate Con 0.363 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I don’t see any aboriginal Canadian complaining but Immigrants complaining about other immigrants which is rich 😂 You don’t expect Indians to live like swedes or french do you ?
I don’t see any aboriginal Canadian complaining but Immigrants complaining about other immigrants which is rich 😂 You don’t expect Indians to live like swedes or french do you ?
Identity Attack0.3817989
Insult0.15414265
Profanity0.024609445
Threat0.0066733654
Severe Toxicity0.008392334
Moderate 0.3140926 Moderate Con 0.377
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You should see UAE bro its worse
You should see UAE bro its worse
Identity Attack0.11396073
Insult0.19734058
Profanity0.10920923
Threat0.013372798
Severe Toxicity0.0090789795
Moderate 0.3127066 Low Con 0.284 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
bro goes to China town and wonders why there's Chinese, that's the equivalate of going to Brampton and being shock to see Indians.
bro goes to China town and wonders why there's Chinese, that's the equivalate of going to Brampton and being shock to see Indians.
Identity Attack0.38185352
Insult0.08484049
Profanity0.069969244
Threat0.013631714
Severe Toxicity0.012207031
Moderate 0.3127066 Moderate Con 0.348 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Brampton is gross (speaking from experience) Also you could be in Brampton Hamilton Toronto Ancaster or Ottawa go in any Tim’s tell me who you see working.
Brampton is gross (speaking from experience) Also you could be in Brampton Hamilton Toronto Ancaster or Ottawa go in any Tim’s tell me who you see working.
Identity Attack0.035074018
Insult0.3388922
Profanity0.034146797
Threat0.0070552654
Severe Toxicity0.00541687
Moderate 0.3127066 Constructive 0.528 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
You guys can’t respect Canada and have the same values like Canada, wanting to change our wonderful country then please do Canadian a favor and go back to your country. I hate to see how …
You guys can’t respect Canada and have the same values like Canada, wanting to change our wonderful country then please do Canadian a favor and go back to your country. I hate to see how our lovely country is going down hill because of the mistakes of our government not screening the immigrants coming to this country. We’re sick and tired of the mess this has done to our country. My son is almost 40, born in Canada and is facing the sane dilemma as our fellow Canadians. We must do some reform with our immigration.
Identity Attack0.27991617
Insult0.24928534
Profanity0.035649836
Threat0.009747985
Severe Toxicity0.011367798
Moderate 0.31132057 Constructive 0.597 Identity_Assertion
Sep 15, 2025 Why Canadians Are Turning Against …
They come into our country under fake student visas, they just don't go to their classes. then work and steal our jobs and take up the affordable housing. The temporary worker program, which was mainly …
They come into our country under fake student visas, they just don't go to their classes. then work and steal our jobs and take up the affordable housing. The temporary worker program, which was mainly for farmers and other rural area businesses for the specific business they flew here for. They just get fired and work somewhere else, illegally and stay illegally. They come in by the thousands and congest our economy, traffic and housing market. Local youths can't find jobs. They just take the money they make and go back to India with it. They DO NOT assimilate to our culture and take over restaurants to the point where it feels like we're being forced to assimilate to them. Trust me, the things I see them do in the kitchen.... it won't be long until we all die of E. coli
Identity Attack0.23694818
Insult0.25007802
Profanity0.044668075
Threat0.014911477
Severe Toxicity0.013995127
Moderate 0.31132057 Constructive 0.717 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
We are so lucky for these people 🙏🙏Every Indian person I know is amazing. It's incredible to see white Canadians despising people for doing what their ancestors did; coming and trying to work and live …
We are so lucky for these people 🙏🙏Every Indian person I know is amazing. It's incredible to see white Canadians despising people for doing what their ancestors did; coming and trying to work and live in a new place.
Identity Attack0.37222284
Insult0.11172232
Profanity0.031641733
Threat0.009100696
Severe Toxicity0.009841919
Moderate 0.30993456 Constructive 0.683 Solidarity
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Wrong Horhay! That’s not bad governance. That’s good governance. If you don’t like it get the f out! You are not a part of the solution if you can’t see the obvious future outcome of …
Wrong Horhay! That’s not bad governance. That’s good governance. If you don’t like it get the f out! You are not a part of the solution if you can’t see the obvious future outcome of your idea of bad governance.
Identity Attack0.005512681
Insult0.24171697
Profanity0.25275812
Threat0.011430934
Severe Toxicity0.010528564
Moderate 0.30993456 Low Con 0.247
Dec 4, 2025 Quebec Ends Economic Immigration Program …
Honestly, the only problem I see here…. is Tyler. The dude is constantly “investigating” people of color and exposing their “wrongdoings”. Why aren’t there videos of him exposing white people taking over Bali, Mexico City, …
Honestly, the only problem I see here…. is Tyler. The dude is constantly “investigating” people of color and exposing their “wrongdoings”. Why aren’t there videos of him exposing white people taking over Bali, Mexico City, Costa Rica and the issues it causes for the locals who cant afford their rent anymore? Why not investigate what really happened to our food prices when the tariffs were implemented? Or how corporate profits are at all time highs when the middle class is struggling. Or maybe expose the real data behind the ICE arrests and how 70%+ of those being captured/deported have never committed a crime in the US… His videos re-enforce a narrative that is incredibly toxic and dangerous for the United States and world as a whole. Let me set this straight, immigration isn’t inherently a bad thing, people of color aren’t the only ones that do wrong things, do your own independent research and stop watching this guys videos.
Identity Attack0.32184324
Insult0.17486192
Profanity0.035148825
Threat0.009618527
Severe Toxicity0.008964539
Moderate 0.30854854 Constructive 0.681 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Most of them are South Asians but they are Canadians, not indians. Just like you are caucassian and Canadian, white people also originally didnt exist in this land. This video screams racism. Almost all of …
Most of them are South Asians but they are Canadians, not indians. Just like you are caucassian and Canadian, white people also originally didnt exist in this land. This video screams racism. Almost all of the people you see are legal immigrants , the government gives half a million PRs every year.
Identity Attack0.3802808
Insult0.11616662
Profanity0.022013342
Threat0.006686311
Severe Toxicity0.008049011
Moderate 0.30716252 Constructive 0.517
Sep 20, 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.