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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: "How are we fighting with …" 164 comments · Page 4 of 7
it was always the indigenous playing the 'race card' ,wanting hand outs, made up the majority of criminal activity, dividing, demanding national political representation and governance. dad always said, when residence of reservations see the …
it was always the indigenous playing the 'race card' ,wanting hand outs, made up the majority of criminal activity, dividing, demanding national political representation and governance. dad always said, when residence of reservations see the corruption from their own chiefs, theyll fight each other and one day 'new canadian' (once a minority cultural decent) will flood the country and then they can fight it out with natives. 'white' people cant afford to sustain natives and immigrant hand outs. both out populate 'white' canadians who pay the most taxes and have become the most discriminated. they wonder why existing canadian citizens birth numbers are down? high taxes, no assistance, high cost of living. we cant afford to raise big families. when they try bring in sharia law and christians become a minority, we will see another crusade
Identity Attack0.3817989
Insult0.21368977
Profanity0.041160982
Threat0.013579931
Severe Toxicity0.0125103295
Moderate 0.3281604 Constructive 0.557 Identity_Assertion
Dec 20, 2025 Why Canadians Are Turning Against …
You all are missing the point . SEE THE BIG PICTURE!!!!! WHEN USA 🇺🇸 INVADES A “COUNTRY” !!! ITS ALIES HAVE TO OBEY USA 🇺🇸 RULES !! So they so called “ THE OPPOSITION” get …
You all are missing the point . SEE THE BIG PICTURE!!!!! WHEN USA 🇺🇸 INVADES A “COUNTRY” !!! ITS ALIES HAVE TO OBEY USA 🇺🇸 RULES !! So they so called “ THE OPPOSITION” get transformed onto “ REFUGEES “ and temporarily student visas !! . So , ALL THOSE PEOPLE ARE SEND TO , CANADA ,GERMANY , FRANCE , ENGLAND , ITALY ,USA!!! . And that’s the price any country pays , TO BELONG TO “ NATO” . It’s up to Us , to rescue Canada 🇨🇦!! Before is too late !! . NEW IMMIGRANTS!! Please , INTEGRATE!! ,ADAPT , to this country !! OR GO BACK TO YOUR COUNTRY AND FIGHT FOR YOUE FREEDOM and RIGHTS!!!! But STOP TERRAFORMING THIS COUNTRY !! Once upon a time, IT WAS A GREAT COUNTRY !!!
Identity Attack0.2823795
Insult0.16846494
Profanity0.047674157
Threat0.015947454
Severe Toxicity0.020127986
Moderate 0.3266089 Moderate Con 0.45
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
Canada is fighting the US while being invaded by India. Lol
Canada is fighting the US while being invaded by India. Lol
Identity Attack0.37361985
Insult0.1087965
Profanity0.049177196
Threat0.039602257
Severe Toxicity0.0126394415
Moderate 0.32236105 Low Con 0.099
Oct 1, 2025 1 likes IRCC Names India in Study …
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 …
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 …
I was at a bus station. Everyone else was foreign. Three young Indian men wanted to fight me. Just to feel power over Canadians. But im called a racist???
I was at a bus station. Everyone else was foreign. Three young Indian men wanted to fight me. Just to feel power over Canadians. But im called a racist???
Identity Attack0.36942887
Insult0.13245803
Profanity0.03489832
Threat0.012078222
Severe Toxicity0.009689331
Moderate 0.32020867 Moderate Con 0.47 Personal_Narrative
Aug 29, 2025 Why Canadians Are Turning Against …
People blaming immigrants for their problems is a joke. Doug Ford is the problem. He lines his pockets while we fight each other for crumbs.
People blaming immigrants for their problems is a joke. Doug Ford is the problem. He lines his pockets while we fight each other for crumbs.
Identity Attack0.18002926
Insult0.26957804
Profanity0.023243073
Threat0.008867673
Severe Toxicity0.0051879883
Moderate 0.31547862 Moderate Con 0.356
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
The government of Canada allowed these Indians to come to Canada in excessive large numbers. They abuse every system of Canada, change the culture of Canada, buy out all businesses in Canada, and employ only …
The government of Canada allowed these Indians to come to Canada in excessive large numbers. They abuse every system of Canada, change the culture of Canada, buy out all businesses in Canada, and employ only their own Indians. They don't drive for licenses, they own the depot, and they don't need credits for loans at the banks because they own the banks. They fight out and make it difficult for all other ethnic groups in Canada. Justin Trudeau seems to have allowed 90% of Indians to immigrate to Canada and 10% of other ethnic backgrounds combined. Trudeau has caused the Canadian culture to be transformed into Indian culture. Canada is no longer Canada. it's become India, and it's extremely unfair to all other ethnic groups. Their agenda is for Canada to be 100% Indians. Canada is in BIG TROUBLE. The Indians are in every organizations and industries, including Immigration, buying out all the franchises, businesses and are the ones fighting against all other ethnic cultured groups, making the system more difficult for other nations to migrate to Canada. Even crime has increased. Canadians need to wake up before Canada totally disappears. The Indians are messing up the Canadian economy. The majority of Indians are here through false documents and don't even speak proper English or even understand the language. Canada is in TROUBLE. They are highly Discriminative. Only making sure Canada only employs Indians in all sectors, not Blacks, not Whites, not Chinese or other Ethnic groups, but only Indians themselves. It seems the Indians are seeking to totally take over Canada and become a world power. This is my view and that of many true concerned Canadian citizens and professionals who care about this country, Canada. The culture has changed and become DISCRIMINATIVE. These Indians are Extremely Extremely RACIST
Identity Attack0.3817989
Insult0.16890354
Profanity0.026863953
Threat0.010576514
Severe Toxicity0.012359619
Moderate 0.3140926 Constructive 0.517 Fear_Threat
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
All immigrants need to be assimilated like our ancestors were forced to speak English not allowed to do their ceremonies why are they not doing that to immigrants? This is not their country if so …
All immigrants need to be assimilated like our ancestors were forced to speak English not allowed to do their ceremonies why are they not doing that to immigrants? This is not their country if so proud of your original country go back n fight for it all of yous look at your history n go back to it
Identity Attack0.36702603
Insult0.107333586
Profanity0.030890211
Threat0.014393489
Severe Toxicity0.015157142
Moderate 0.3127066 Moderate Con 0.448
Aug 28, 2025 Why Canadians Are Turning Against …
no not 1 in 4 are immigrant 1 in 4 are Indian. let them run this country into the ground idc anymore. no more innovation and our elderly can fight to try and find retirement …
no not 1 in 4 are immigrant 1 in 4 are Indian. let them run this country into the ground idc anymore. no more innovation and our elderly can fight to try and find retirement homes.
Identity Attack0.37152436
Insult0.12159709
Profanity0.05168226
Threat0.012906751
Severe Toxicity0.014382465
Moderate 0.30716252 Moderate Con 0.348
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Why. Why are Liberals selling out their own citizens. In every white country Liberals are fighting for migrants. Why. Who is bribing, blackmailing, and programing Liberals
Why. Why are Liberals selling out their own citizens. In every white country Liberals are fighting for migrants. Why. Who is bribing, blackmailing, and programing Liberals
Identity Attack0.316
Insult0.13064787
Profanity0.026454043
Threat0.01254427
Severe Toxicity0.008392334
Moderate 0.30439767 Low Con 0.277
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's …
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's everywhere ,Europe is completely flooded by immigrants which will never integrate with their culture . Governments don't even want to fix this problem ,those corrupted officials are in fevered of multicultural world without religion and national identity .Without fight and blood on the streets nothing will be changed , I root for Alberta to separate, maybe other provinces will open their eyes then.
Identity Attack0.24150419
Insult0.1935001
Profanity0.0864606
Threat0.029069828
Severe Toxicity0.012962224
Low Tox 0.28674445 Constructive 0.525 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
Refugee does nor exist , when you have unrest in your country you stay to fight for better life I am not going to fight for you or give you my money to make you …
Refugee does nor exist , when you have unrest in your country you stay to fight for better life I am not going to fight for you or give you my money to make you wealthy and my kids poor just get out
Identity Attack0.16993292
Insult0.12521741
Profanity0.04065997
Threat0.012958534
Severe Toxicity0.009536743
Low Tox 0.2854903 Moderate Con 0.37 Moral_Argument
Dec 25, 2025 1 likes Deportations From Canada at Their …
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 …
I live 20 mins away. They are taking over and they brag about it but we are "racist" if we fight against it.....
I live 20 mins away. They are taking over and they brag about it but we are "racist" if we fight against it.....
Identity Attack0.17769934
Insult0.15485314
Profanity0.02973333
Threat0.011275585
Severe Toxicity0.006752014
Low Tox 0.2854733 Moderate Con 0.449 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Hopefully Pierre will fight to get alot of these immigrants deported
Hopefully Pierre will fight to get alot of these immigrants deported
Identity Attack0.2854555
Insult0.07238392
Profanity0.027137227
Threat0.051067904
Severe Toxicity0.009346008
Low Tox 0.27975297 Low Con 0.3 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
It’s very interesting because Indians seem to be more thick skinned than Canadians in general, so even white ppl’s reservations or microaggressions don’t register to them and they just keep expanding on positivity. I’ve met …
It’s very interesting because Indians seem to be more thick skinned than Canadians in general, so even white ppl’s reservations or microaggressions don’t register to them and they just keep expanding on positivity. I’ve met many Indian people in Canada and it almost seems like they’re so positive and community minded that they think it’s small minded to be stingy about sharing space, which can clash with the general reserved nature of Canadians but also make you feel embarrassed in a way about being judgmental. You even see it in this video with the white guy asking judgey questions to Indians but he gets showered with food and hospitality from the Indians. No matter how you fight it you kind of get overpowered by their positivity…
Identity Attack0.316
Insult0.15485314
Profanity0.062454045
Threat0.008815889
Severe Toxicity0.008468628
Low Tox 0.27412915 Constructive 0.76 Moral_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Tip of the ice burg. System has collapsed. Canada is not in the hands of Canadians (all regions, races, religions). The fight should be between legacy Canadians who lived by the books and the scammers …
Tip of the ice burg. System has collapsed. Canada is not in the hands of Canadians (all regions, races, religions). The fight should be between legacy Canadians who lived by the books and the scammers (supported by the govt.)
Identity Attack0.10699738
Insult0.24835461
Profanity0.022286616
Threat0.007754337
Severe Toxicity0.0041389465
Low Tox 0.27412915 Moderate Con 0.33 Identity_Assertion
Dec 24, 2025 9 likes Deportations From Canada at Their …
DEPORT THEM ! FIGHT FOR YOUR FLAG ; FIGHT FOR YOUR COUNTRY Canada 🇨🇦 ☑️ in the country less than 6 yrs.? ☑️ not already a citizen or without a *Canadian* Birth Certificate? ☑️ Canada, …
DEPORT THEM ! FIGHT FOR YOUR FLAG ; FIGHT FOR YOUR COUNTRY Canada 🇨🇦 ☑️ in the country less than 6 yrs.? ☑️ not already a citizen or without a *Canadian* Birth Certificate? ☑️ Canada, Get your jobs back ☑️ Canada, Have Affordable homes again No Hate ! It's called: putting generational Canadians first. Fair is fair.
Identity Attack0.19890837
Insult0.071116626
Profanity0.022628209
Threat0.050098058
Severe Toxicity0.0119018555
Low Tox 0.27236435 Constructive 0.556
Sep 24, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Canada has no army, no hope, no money, no sovereignty, no leadership, no future, no identity, no sense, no pride, no sanity, no justice system, (a corrupt justice system)....trillions and trillions of dollars worth of …
Canada has no army, no hope, no money, no sovereignty, no leadership, no future, no identity, no sense, no pride, no sanity, no justice system, (a corrupt justice system)....trillions and trillions of dollars worth of natural resources that Canadians didn't think was worth fighting for or defending. 'Mark Carney and his vultures in the WEF/China have plans for Canada that doesn't include Canadians'. Just like Brazil, the Brazilians lost their resources to the WEF/China. Imagine Chinese miners, factories and towns full of Chinese workers...because that is where Canada is headed.
Identity Attack0.12440576
Insult0.23704576
Profanity0.021740068
Threat0.008427517
Severe Toxicity0.006828308
Low Tox 0.27047762 Moderate Con 0.342 Fear_Threat
Nov 22, 2025 1 likes Thousands of refugees allowed into …
I was not raised to be racist but at 67 and my family has been in Canada since 1536 , I can now say that I am racist. I do not agree with melding pot …
I was not raised to be racist but at 67 and my family has been in Canada since 1536 , I can now say that I am racist. I do not agree with melding pot beliefs. the people being brought in to my country are NOT TRYING TO MERGE OR ADAPT “OUR” way of life. Better Rules for coming to this Country need to be implemented. like No banking outside of our banking system. no owning property until they have been in Canada for 15 years and have proven that they Support Canada not the country they Left and didn’t bother to try and work on. Dictator or Religious fighting needs to be addressed by THE PEOPLE OF THE COUNTRY. Maybe take some Taxes from the 1% and have them give support to the starving countries instead of the struggling people having to struggle more because of slack immigration laws. ENOUGH ALREADY. I am tired of being scammed by people with no morals towards others humans .
Identity Attack0.2331515
Insult0.15627414
Profanity0.03715288
Threat0.010239923
Severe Toxicity0.010528564
Low Tox 0.27047762 Constructive 0.642 Identity_Assertion
Oct 3, 2025 IRCC Names India in Study …
Michelle you seem so whimpy talking to Vassey I've seen you fight harder against other reports
Michelle you seem so whimpy talking to Vassey I've seen you fight harder against other reports
Identity Attack0.009619443
Insult0.22303216
Profanity0.0741757
Threat0.008712323
Severe Toxicity0.0047302246
Low Tox 0.2667042 Moderate Con 0.4 Meta_Commentary
Feb 24, 2026 'We do know that there's …
Michelle Rempel has been fighting for Canada for so long, she's a freaking Canadian hero
Michelle Rempel has been fighting for Canada for so long, she's a freaking Canadian hero
Identity Attack0.034300596
Insult0.08212569
Profanity0.35094926
Threat0.009463178
Severe Toxicity0.011138916
Low Tox 0.25727063 Moderate Con 0.5
Oct 2, 2025 IRCC Names India in Study …
We are neighbors of India and all neighboring countries are suffering since 1757 when hindus brought down the richest kingdom on earth and tookover the empire and the indian hindus helped the british as collaborators …
We are neighbors of India and all neighboring countries are suffering since 1757 when hindus brought down the richest kingdom on earth and tookover the empire and the indian hindus helped the british as collaborators to replaced the bengal king and British occupied another 190 years. They are waging wars with the neighbors, but in 1962 chinese beat them badly, so they are not fighting with the chinese, but still fighting with Pakistan, Kashimiris , Bangladesh, Nepal, Srilanka, Maldives and all neighbors hate india.
Identity Attack0.28622448
Insult0.13064787
Profanity0.08840031
Threat0.061412923
Severe Toxicity0.015415368
Low Tox 0.25462922 Constructive 0.541 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
It's absolutely grotesque and no one is fighting back. No one is fighting for our Country. Canadians have turned a blind eye on this liberal government for far too long and now it's too late. …
It's absolutely grotesque and no one is fighting back. No one is fighting for our Country. Canadians have turned a blind eye on this liberal government for far too long and now it's too late. We are about to have a really rude awakening when this economy collapses. And only then people will wonder what happened. Well, you didn't fight for it!
Identity Attack0.031722516
Insult0.21602537
Profanity0.019758832
Threat0.008440462
Severe Toxicity0.0040626526
Low Tox 0.25462922 Moderate Con 0.368
Sep 8, 2025 1 likes Why Canadians Are Turning Against …

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.