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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: "Liberals did this to canada" 451 comments · Page 14 of 19
And liberal politicians tell their people that America is the one invading Canada.
And liberal politicians tell their people that America is the one invading Canada.
Identity Attack0.10221587
Insult0.045007613
Profanity0.014054239
Threat0.009618527
Severe Toxicity0.0031280518
Low Tox 0.15435068 Low Con 0.174 Policy_Critique
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Allowing them in for a vote!!!! Where are they going to live? Why are tax payers on the hook for all the money immigrants receive when coming to Canada? Look at the state this country …
Allowing them in for a vote!!!! Where are they going to live? Why are tax payers on the hook for all the money immigrants receive when coming to Canada? Look at the state this country is in!!! Liberals need to go and right quick! This country needs a real leader!!!
Identity Attack0.08170113
Insult0.056133457
Profanity0.014566627
Threat0.008311004
Severe Toxicity0.0036621094
Low Tox 0.1537979 Moderate Con 0.369
Jan 3, 2026 4 likes New rules, regulations take effect …
Justin Trudeau gave the highest medal of honor in Canada to Dr. Morgantil. He is the biggest Abortionist and made his millions of $ building his abortion clinics backed by the Liberal government healthcare. I …
Justin Trudeau gave the highest medal of honor in Canada to Dr. Morgantil. He is the biggest Abortionist and made his millions of $ building his abortion clinics backed by the Liberal government healthcare. I know that in Alberta girls and women can have 4 abortions each on the tax payer healthCare. My dear lady that said she has to wait over a year for a surgery youneed now. Just add all the women that areof legal age and times it by four and you'll get a small fraction of where our Canadian babies are, no longer apart of our families. I believe that many of our Provenances participate in this abominations. The clinics are called Family Planning Agency. I don't know if you realize this but our votes in Canada only count if you are voting for the Governmental in the're plans!!!
Identity Attack0.031980325
Insult0.07428485
Profanity0.018324144
Threat0.009463178
Severe Toxicity0.004634857
Low Tox 0.1537979 Constructive 0.632
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada* It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their …
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada* It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their future. If you want healthcare as you age, you should worry. Since 2015, uncontrolled, open-border immigration policies have left Canada’s housing, healthcare, and education systems crumbling before our eyes. People are dying in ERs while waiting for care—our systems are overwhelmed, some perhaps exploited. Teachers can’t keep up with soaring ESL demands. Our children can no longer dream of owning their own homes some day. Our infrastructure is broken—in healthcare, housing, education, and employment. Liberals, Conservatives, even the NDP all agree. It’s time to unite: shut down our borders, deport illegal immigrants in massive numbers, and restore Canada as a safe, calm, and peaceful nation. *Write to your MPs—whether Liberal, Conservative, or NDP to stop mass immigration and deport illegal immigrants. Eventually, they will all have to listen.*
Identity Attack0.09245483
Insult0.05086332
Profanity0.03239325
Threat0.010680079
Severe Toxicity0.004348755
Low Tox 0.15324512 Constructive 0.655 Fear_Threat
Mar 1, 2026 Inside Canada's Indian Invasion...
Canada is basically an oligopoly. The politicians are intertwined with a wealthy ruling class that is extremely politically protected. The influx of immigrants was by design to repress wages and ensure that wealthy oligarchs could …
Canada is basically an oligopoly. The politicians are intertwined with a wealthy ruling class that is extremely politically protected. The influx of immigrants was by design to repress wages and ensure that wealthy oligarchs could continue to pay minimum wage for labor. The politicians get board positions in exchange for these favours. The media is heavily subsidized by government, and Donald Trump going off on Canada and threatening tariffs was all they needed to ensure our conservatives could be painted as traitors to the country and the Liberals could be guaranteed a win so the charade can continue.
Identity Attack0.055218685
Insult0.07428485
Profanity0.018392462
Threat0.008077981
Severe Toxicity0.0031089783
Low Tox 0.15324512 Moderate Con 0.488 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have …
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have to work 2-3 minimum wage paying jobs to get by, no we don't want to live 4 or more to a 400 sqft studio apartment, yes we want to be able to afford our own homes, yes we want to be able to achieve a stable middle class lifestyle. That doesn't work for the crony capitalists who's greed and lust for power always needs satiating. So we have the Liberal government bringing in more immigrants than we have infrastructure to accommodate in an effort to keep wages down so profits can always be up. Immigrants who are willing to accept a lower quality of life than what most Canadians expect/accustom to because it's still superior to where they came from. So the quality of life for all Canadians is exponentially reduced. We are to accept a lower quality of life and if we resist then we are branded with all kinds of derogatory names; racist, xenophobe, fascist, unacceptable fringe, far-right extremists, et al. What's undeniable is that before the Liberals took power in 2015 we had an immigration system in Canada that worked quite well and that since the Liberals took power our immigration system is a destructive mess. This isn't by accident or incompetence, it's intentional, by design. Unfortunately Canada has a problem with so much of our population being ideologically blind, willingly ignorant, easily manipulated, cowardly staying in an abusive relation with our current oppressive government. Question is can the country be saved before too much damage is done?
Identity Attack0.030433474
Insult0.0820023
Profanity0.021056883
Threat0.0068416605
Severe Toxicity0.00289917
Low Tox 0.15213956 Constructive 0.741
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
It's not a Liberal or Conservative issue any longer. Unless someone is hiding under the rock, there is no way to avoid facing the effects of Liberal disastrous immigration over past 10 yrs. Before 2015, …
It's not a Liberal or Conservative issue any longer. Unless someone is hiding under the rock, there is no way to avoid facing the effects of Liberal disastrous immigration over past 10 yrs. Before 2015, illegal immigration = 0 🟢By end of 2026, temporary residents with expired and illegal status = 2.6 million ⏳Illegal immigration is promoting a vast underground economy and destroying Canada each day. *20,000 deportations/year is just a drop in the bucket-it needs to be 100,000+ for real change.* ✈💥
Identity Attack0.068465814
Insult0.06529768
Profanity0.01764096
Threat0.009281937
Severe Toxicity0.0035095215
Low Tox 0.15158679 Moderate Con 0.449 Policy_Critique
Feb 25, 2026 'We do know that there's …
Bottom line is Liberal government has allowed these mess of people in Country of Canada. Why does it keep happening?. We need immigration when its needed. The laws need to be enforced for everyone.
Bottom line is Liberal government has allowed these mess of people in Country of Canada. Why does it keep happening?. We need immigration when its needed. The laws need to be enforced for everyone.
Identity Attack0.053854458
Insult0.06512285
Profanity0.015864678
Threat0.007586042
Severe Toxicity0.0029563904
Low Tox 0.15103401 Moderate Con 0.475 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
It's to late liberals government has completely destroyed Canada more taxe money just throwing it away
It's to late liberals government has completely destroyed Canada more taxe money just throwing it away
Identity Attack0.022188433
Insult0.06442356
Profanity0.016103793
Threat0.010757755
Severe Toxicity0.0025367737
Low Tox 0.14950264 Low Con 0.259 Policy_Critique
Dec 27, 2025 1 likes Deportations From Canada at Their …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue us. U.S. will not tolerate a communist government next door. We shall thank all the liberal voters for making it happen.
Identity Attack0.0376521
Insult0.060927123
Profanity0.015079016
Threat0.010731863
Severe Toxicity0.002822876
Low Tox 0.1460314 Moderate Con 0.348 Fear_Threat
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they …
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they were in a program who said that come to Canada and you will have citizenship if you adapt to our country. We change the rules in middle of the program!!! Those people left everything to come to our country! It's an honor for us that they choose to come here. We need people for specific jobs and send them back??? That is looking like Trump manner!!! We should be angry and ashame of the way liberal treat those people!!! We live in a really crual world! Where are our humanity and empathy??? There is a lot of good people who come here to have a good life and be good citizens. I met an young woman from Ukraine and I said to her: I love Ukraine! She jump in my arms and put her head in my shoulder!!! That is a moment I will never forget...
Identity Attack0.058856625
Insult0.061626412
Profanity0.017777596
Threat0.007624879
Severe Toxicity0.004081726
Low Tox 0.1460314 Constructive 0.792 Moral_Argument
Jan 1, 2026 Deportations From Canada at Their …
15:10, The liberal government is facilitating a social invasion to remain in power. They provide benefits to certain groups and say, "We, the liberals, did this for you. Vote for us, or you'll lose everything." …
15:10, The liberal government is facilitating a social invasion to remain in power. They provide benefits to certain groups and say, "We, the liberals, did this for you. Vote for us, or you'll lose everything." This initiative began in 2015 under the leadership of Justin Trudeau, who is often perceived as a puppet of the World Economic Forum (WEF). Your vote is overshadowed by the large cities that are controlled by liberals. If you want a glimpse of Canada, look at what's happening in England right now. If nothing changes, that could be the future of this country!💯
Identity Attack0.027815815
Insult0.07555214
Profanity0.019690514
Threat0.00789674
Severe Toxicity0.0025367737
Low Tox 0.14429577 Constructive 0.639 Unverified_Claim
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Liberal for ya .. they are taking over Canada ..sad
Liberal for ya .. they are taking over Canada ..sad
Identity Attack0.05612817
Insult0.06250052
Profanity0.011697251
Threat0.008634649
Severe Toxicity0.0026893616
Low Tox 0.14429577 Low Con 0.213
Aug 26, 2025 Why Canadians Are Turning Against …
Liberals have destroyed Canada. Wake up people. I’ll never vote for liberals. Carney is a bad omen. I can’t trust the liberal leadership. Vote for conservatives.
Liberals have destroyed Canada. Wake up people. I’ll never vote for liberals. Carney is a bad omen. I can’t trust the liberal leadership. Vote for conservatives.
Identity Attack0.0018554581
Insult0.045218043
Profanity0.0005508565
Threat0.00457396
Severe Toxicity0.000010511292
Low Tox 0.13473196 Policy_Critique
Apr 15, 2025 1 likes
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be …
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be stopped IF the liberals lose in 4 years it's too late. The worlds second largest country will be occupied and owned by the worlds 1st and 2nd largest populations... india and china. The irony of "canada" which has worlds largest untapped resources of oil, natural gas, minerals, forestry, tourism being in the hands of INDIA AND CHINA is laughable. The liberals/ndp/globalist have zero foresight, literally zero! India and china will rape this land and it's people, they will drain Lake Louise just for lost coins. If the natives think they will abide by some land treaty they are kidding themselves. 10 MILLION invaders per YEAR is nothing for these 2 countries. CANADA IS DESTROYED, IT'S ONLY A MATTER OF TIME.
Identity Attack0.04564415
Insult0.0638991
Profanity0.017162729
Threat0.008414571
Severe Toxicity0.0038337708
Low Tox 0.13388206 Moderate Con 0.318 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's right across Canada. 100% negligence on this Liberal government who allowed it to happen under their watch.
It's right across Canada. 100% negligence on this Liberal government who allowed it to happen under their watch.
Identity Attack0.027614836
Insult0.07396803
Profanity0.012858666
Threat0.006712203
Severe Toxicity0.0021266937
Low Tox 0.13388206 Moderate Con 0.317 Policy_Critique
Feb 22, 2026 Canadian immigration officers investigating hundreds …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in their homeland. Why would they not accept coming here if they see potential for a brighter future ? Furthermore, they don’t have pathways to citizenship offered by the government; there are no well-defined courses or integration programs designed to help newcomers become fully part of the society. Instead, they are arriving in basically what is a new India. They are welcome with open arms and new rights as Canadians, without the responsibilities that SHOULD go with it. So, the entire culprit is our Canadian government. This situation is part of a much larger, global agenda aimed at sowing division among populations to weaken national unity. The phrase _Divide et Impera_ (Divide and Conquer) highlights this tactic. The Canadian government is orchestrating this strategy, intentionally aligned with the nefarious 2030 agenda. This agenda calls to flood the White Christian Western world with massive immigration, which will erode cultural and national identities. The ultimate goal is to strip nations of their cultural and historical identities, making their populations more dependent on the State to provide a new identity. This dependency is projected to lead to the implementation of digital identification systems, biometric tracking, and other dystopian technological measures. These politicians on both sides are NOT humanists. The overarching aim is not merely human advancement but transhumanism — merging humans with technology — which is pure evil, even demonic, a plan to transform human existence radically. A plot to erase humanity as we know it. This is also the real reason and rationale behind the trans agenda. You can be whatever you want if you identify with it. Now, how about a cyborg, the singularity or what is called humankind 2.0 ? They will try to get it with WW3. The mandates will be said to be good for us, as they will procure a false sense of security in every country on Earth. They need India to go against the Muslim world. Canada has accepted this for the novus ordo seclorum of nations. You probably heard the saying that governments are NOT elected, but selected. That’s true. Our system is an illusion of democracy. They needed these far-left Liberals for these objectives and many others. Then, when it will be too much and order for the chaos, they will count on the far right to go to war. There will be two coalitions: the Western nations + Israel 🇮🇱 + some arab countries like Saudi Arabia 🇸🇦, Jordan 🇯🇴, Syria 🇸🇾 + Ukraine 🇺🇦 + India 🇮🇳 + Japan 🇯🇵 + South Korea 🇰🇷 *VS* the Arab League + Russia 🇷🇺 + China 🇨🇳 + North Korea 🇰🇵. The worst in all of that is that Freemasonry controlled both sides and their political leaders. They play on both sides, as in WW1 and WW2.
Identity Attack0.12208464
Insult0.03588435
Profanity0.025907494
Threat0.007961469
Severe Toxicity0.003490448
Low Tox 0.13388206 Constructive 0.617 Unverified_Claim
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Sad thing about this video is that it solely puts all the blame on the immigrants and misses the big picture. Who let them in , for what purpose? Why not start with the liberal …
Sad thing about this video is that it solely puts all the blame on the immigrants and misses the big picture. Who let them in , for what purpose? Why not start with the liberal cabal of this nation? Why does Canada have a failed immigration system?
Identity Attack0.10221587
Insult0.035443626
Profanity0.012312118
Threat0.006602164
Severe Toxicity0.002231598
Low Tox 0.13214645 Moderate Con 0.378 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
CANADA HAS FALLEN BECAUSE OF THE LIBERAL GOVERNMENT! IT WILL NEVER BE THE WAY IT WAS. ACCEPT IT! THIS IS THE NEW NORM HERE
CANADA HAS FALLEN BECAUSE OF THE LIBERAL GOVERNMENT! IT WILL NEVER BE THE WAY IT WAS. ACCEPT IT! THIS IS THE NEW NORM HERE
Identity Attack0.04435511
Insult0.058475737
Profanity0.013473531
Threat0.007029374
Severe Toxicity0.002937317
Low Tox 0.1269396 Low Con 0.19
Aug 27, 2025 Why Canadians Are Turning Against …
Trudeau wanted to replace 'Old Stock' Europeans with the third world and the Liberal Party of Canada don't care about the consequences.
Trudeau wanted to replace 'Old Stock' Europeans with the third world and the Liberal Party of Canada don't care about the consequences.
Identity Attack0.07425626
Insult0.05203446
Profanity0.012585391
Threat0.0074824756
Severe Toxicity0.0029945374
Low Tox 0.123468354 Low Con 0.175
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
And Canadians voted again for the same liberal party that made this mess in the first place. I have nothing against immigrants and immigration but we need to respect each other’s religion and culture and …
And Canadians voted again for the same liberal party that made this mess in the first place. I have nothing against immigrants and immigration but we need to respect each other’s religion and culture and we should not impose our views on others. I believe in practicing your religion and act upon your values, as long as you are not bothering others, while doing so. The government has really messed up beautiful Canada, within this past decade. So sad
Identity Attack0.07094744
Insult0.053791173
Profanity0.011902207
Threat0.006162008
Severe Toxicity0.0017356873
Low Tox 0.12260055 Constructive 0.771
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s still too much. Liberal policies are far too generous and clearly do not incentivize persons entering Canada to look for gainful employment. Only Liberal minded individuals fail to see the obvious flaws in this …
It’s still too much. Liberal policies are far too generous and clearly do not incentivize persons entering Canada to look for gainful employment. Only Liberal minded individuals fail to see the obvious flaws in this way of thinking.
Identity Attack0.04048799
Insult0.0670459
Profanity0.01128734
Threat0.006155535
Severe Toxicity0.0015449524
Low Tox 0.121732734 Moderate Con 0.348 Policy_Critique
Aug 30, 2025 How much do refugees and …
Before Trudeau UK had the biggest number. He brought in 3m+ that made Indian population higher in Canada than UK. SA, Tanzania and Kenya also have big numbers. Idi Amin used brutal means to kickout …
Before Trudeau UK had the biggest number. He brought in 3m+ that made Indian population higher in Canada than UK. SA, Tanzania and Kenya also have big numbers. Idi Amin used brutal means to kickout British Indians in Uganda. Colonialist English empire was the cause of of Idi Amin's actions. British Kingdom migrated thousands of Indians as cheap labour to build rail lines to mineral rich regions extending to DRC- Uganda city of Kasese and Kilembe mines. When the railway was completed, they offered them British citizens including those born in Uganda. The colonial British gave them business loans, including Indian banks to extend credit and loans to Indians without surerities. They were allocated colonial govt freehold land for free in the most prime areas of uganda major cities like Kampala, Jinja, Masaka, Mbale, Soroti, Mpigi, Tororo etc while black Ugandan indegenous people were pushed into the rural areas to work in factories, mines and businesses set up for British Asians. As you can guess, business class get super rich while Africans who didnt work on their own coffee, cotton, and domestic farms were left to work as clerks, securicor, teachers, Christian clergy/ reverands and local tax collectors for the govt. Brutal as he was, Indi Amin saw and used this imbalance as a second liberation war, economic war, to kick out all British Asians holding UK Passports and any other Ugandan born who didnt want to abide by the authority of indegenous people. Amin killed whoever tried to challenge his life president, he killed 72 ugnadans, mainly politicians by public firing squad aired on TV. He killed the Anglican Archbishop Luwum, he killed the 1st Ugandan Chief Justice Ben Kiwanuka. He was brutal BUT, every Ugandan is celebrating his nationalism of caring for ordinary people AND opening their eyes on trade and business by KICKING OUT economy sacking British Asians. This is history I saw and followed because i was a kid in primary school at the time 1972. In addition to that Indians in Uganda were so arrogant to indegenous Ugandans, I experienced it. So when i see how Canadians resent them I dont feel for them unfortunately. I already had enough on my plate in Canada. Indians were the owners of biggest to smallest shops in major cities and town in Uganda because of free capital and soft loans, financed business premises thru the colonial British suckers. They showd that arrogance which pissed most of the indegenous Ugandans. For example if you went to a shop and burgained on a KG of sugar or bread, or shirt, and didnt get fail to buy because you dont have that much or failed to get a good deal, the Indian shopkeeper would insult any Afriacn in Indian- Luganda accent " oba tayagala genda malala jali..mali ya nyoko?". meaning " If you dont want to buy go, others are there will buy, is this your capital/ stock?". Many songs were sung after the 1972 kickout depicting that phrase/ quote.
Identity Attack0.08749158
Insult0.054376744
Profanity0.017572641
Threat0.012906751
Severe Toxicity0.0038909912
Low Tox 0.119997114 Constructive 0.744 Comparative_Framing
Oct 11, 2025 IRCC Names India in Study …
...and the liberals continue saying "what? no... there is no problem in Canada, everything is fine... Lets send some billions to Ukraine and Palestine, Canadians dont need it anyways..."
...and the liberals continue saying "what? no... there is no problem in Canada, everything is fine... Lets send some billions to Ukraine and Palestine, Canadians dont need it anyways..."
Identity Attack0.10221587
Insult0.030816011
Profanity0.013405213
Threat0.008259222
Severe Toxicity0.0034332275
Low Tox 0.11739369 Low Con 0.26
Aug 25, 2025 Why Canadians Are Turning Against …
Justin Trudeau and his liberal party are most of the reason Canada is not the country it used to be.
Justin Trudeau and his liberal party are most of the reason Canada is not the country it used to be.
Identity Attack0.04538634
Insult0.06512285
Profanity0.01128734
Threat0.0065180166
Severe Toxicity0.0026893616
Low Tox 0.11652588 Low Con 0.286
Sep 11, 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.