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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

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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: "Are these people coming in …" 638 comments · Page 11 of 26
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a …
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a concept referring to First Nations presence on the land long before recorded history. Archeological and genetic evidence suggests migration from northeastern Asia, likely via the Bering Strait, with research pointing to human arrival 30,000 years ago or even earlier. 2) we have welcomed immigrants to settle our lands since more inhabitants equals more revenues for infrastructure. Yes, restructuring of the process is a good idea. 3) Poilievre is a thin skinned man of the pointy finger and blame game with little to offer in actual plans or programs. He plays to people’s gripes, whining, and general b*tch*ness. He IS very similar to the blow-hart down south although more literate. 4) There is no possible way he, especially being of like behaviour, could deal with The Felon. He is NOT a negotiator. He is not calm; he’s bombastic. He’s waaaaaaaay to the right, and will trample equal rights for women, and other valued communities. He has no interest in listening to other positions, views, or suggestions. His way or the highway. Again like the Fascist down south. 4) Our provincial leaders (except a few traitors to Canada’s sovereignty) are behind the extremely difficult work Carney is doing for our country. 67% of Canadians are cheering him on, including the Conservative playground scrapper, Doug Ford, plus Stephen Harper. So, put your bile on hold and support the positive. We’re in a really difficult, daily changing, coming at us from all sides, battle with the POS south of us. Carney is giving it his all. Can’t imagine he gets much sleep. How ‘bout break with the party-love, and have some respect for someone working so hard. Fighting for YOU! ❤️🇨🇦❤️
Identity Attack0.18903255
Insult0.3388922
Profanity0.10425757
Threat0.00746953
Severe Toxicity0.014253352
Moderate 0.33338684 Constructive 0.737
Aug 26, 2025 Why Canadians Are Turning Against …
I am from Edmonton and we have a high rate of people from India, the only thing that bothers me is if an immigrant comes here learn how to be Canadian. Which is helping the …
I am from Edmonton and we have a high rate of people from India, the only thing that bothers me is if an immigrant comes here learn how to be Canadian. Which is helping the elderly, giving your seat up on a bus, not taking proper drivers training. They have been taking a lot of trucker jobs and there is barely one Tim Hortons in Canada that will hire a white person.
Identity Attack0.40351558
Insult0.13607834
Profanity0.03239325
Threat0.008867673
Severe Toxicity0.011520386
Moderate 0.3308965 Constructive 0.702 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
This is going to sound super cruel but in American its just as bad, over the last 8 years over 30 family owned businesses or small restaurants have been taken over and bought out by …
This is going to sound super cruel but in American its just as bad, over the last 8 years over 30 family owned businesses or small restaurants have been taken over and bought out by Indian people in my area alone, the food quality dips, quality in general dips, they're rude, they get mad if THEY mess up at you which is super disrespectful. I come from a Hispanic culture do be respectful to other human beings if you enter another person's country. Your laws no longer apply here and people who are foreign seem to think that is not the case. I hate seeing local grocery stores get bought out because nothing feels the same. Its not a community anymore its an infestation of rude, self centered obnoxious foreigners who treat everyone like crap because they're miserable. Many don't last because American's aren't going to go to a place that isn't really local anymore its not the same faces they're used to its a cheap old Indian man who is too lazy to fix anything and gets mad when you order too much and by too much like 4 things....
Identity Attack0.35948995
Insult0.19734058
Profanity0.16915557
Threat0.018019408
Severe Toxicity0.01825585
Moderate 0.3302291 Constructive 0.729 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
On this clip, there is soo much bitterness against the non-white people of Brampton. The white people on this clip accuse the non-white people of coming into Canada illegally and not paying taxes. What do …
On this clip, there is soo much bitterness against the non-white people of Brampton. The white people on this clip accuse the non-white people of coming into Canada illegally and not paying taxes. What do they know about us. 99.99% of the people came legally either as TFW like the rest of Canada or as students or as landed immigrants, all of whom required a lot of money to come. Unlike the European immigrants who came 30-50 years ago who brag about coming with $6 in their pocket, these people are bringing $50K per person so they are actually adding to GDP..
Identity Attack0.38826546
Insult0.17361937
Profanity0.053435806
Threat0.009592636
Severe Toxicity0.0125103295
Moderate 0.32971194 Constructive 0.674 Moral_Argument
Jan 19, 2026 Inside Canada's Indian Metropolis (Brampton)
Trudeau put the calling card out to terrorists, and other undesirables that they are welcome to come to Canada. From that point on as the numbers of migrants increased the crime rate increased even more. …
Trudeau put the calling card out to terrorists, and other undesirables that they are welcome to come to Canada. From that point on as the numbers of migrants increased the crime rate increased even more. He created a number of crises with that one call to the world's worst people.
Identity Attack0.21075934
Insult0.3388922
Profanity0.020920247
Threat0.009307829
Severe Toxicity0.0076293945
Moderate 0.32971194 Moderate Con 0.458 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
$50,000 is almost 3 years of my income for two people. How can people coming from the U.S. be "refugees"? Many so-called "refugees" that are Muslim have absolutely NO intent to integrate because their ideology …
$50,000 is almost 3 years of my income for two people. How can people coming from the U.S. be "refugees"? Many so-called "refugees" that are Muslim have absolutely NO intent to integrate because their ideology says they must not, but to supplant the current Canadian system with Islamic Law. They constantly play the victim and lobby for special "rights". This CANNOT BE ALLOWED!
Identity Attack0.40883094
Insult0.13064787
Profanity0.021876704
Threat0.007870848
Severe Toxicity0.012054443
Moderate 0.3286776 Moderate Con 0.484
Apr 14, 2019 How much do refugees and …
Carney put an incompetent in this Immigration role. He wants millions of new immigrants to come to Canada. While they may have lowered student Visas and temporary worker permits, VISITOR PERMITS are probably being given …
Carney put an incompetent in this Immigration role. He wants millions of new immigrants to come to Canada. While they may have lowered student Visas and temporary worker permits, VISITOR PERMITS are probably being given out in the millions …. ONCE these ‘visitors come’ - they are NEVER followed up to ensure they go home. It is these people applying for refugee status or asylum .. in the millions …. Liberals want this uncontrolled immigration - with no checks and balances .. because these are the millions of new votes they are getting. Who can check on VISITOR visas and the numbers coming in and going home? I think this is the gap …????
Identity Attack0.0775651
Insult0.36365277
Profanity0.024677763
Threat0.007832011
Severe Toxicity0.006980896
Moderate 0.3286776 Constructive 0.524 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I don't understand what makes them think they can come to a White country, on Christian land, seriously. Their food? Why would you eat that witchcraft food anyway. Unless it's coming from a Christian, one …
I don't understand what makes them think they can come to a White country, on Christian land, seriously. Their food? Why would you eat that witchcraft food anyway. Unless it's coming from a Christian, one that actually follows Jesus Christ you shouldn't be eating it. American Indians confirm Vikings were there the same time they were, but the fact is, Vikings travelled everywhere they just didn't settle everywhere and they actually came long before the American Indians saw them, as in Vikings were actually in America first. What is it with brown people, seriously. You know why they have low iq? It really and seriously is about who you worship, you worship Jesus Christ he naturally has you eat certain foods that you are missing the vitamins and minerals which if you don't have enough of will lower your iq level. Seriously, satan doesn't care about making you smart clearly he wants every nigger raping and pillaging because it's not about making you well, it's about making you sick and everyone around you. Indians are known to be disgusting and unhygenic, they are majority a muslim and hindu nation, they will shit on their beaches it is part of their culture, utterly almost all disgusting people.
Identity Attack0.37432748
Insult0.16780703
Profanity0.16636424
Threat0.013269233
Severe Toxicity0.017287504
Moderate 0.32764325 Moderate Con 0.455 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Well white people don't belong in Canada anyway. You belong in Europe so why target only Indians for coming to Canada?
Well white people don't belong in Canada anyway. You belong in Europe so why target only Indians for coming to Canada?
Identity Attack0.39207554
Insult0.08484049
Profanity0.02836696
Threat0.0078449575
Severe Toxicity0.00957489
Moderate 0.3245134 Low Con 0.26 Identity_Assertion
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
"People don't understand that many Arab or Pakistani people look Indian. They do these things, but all the blame comes to India."
"People don't understand that many Arab or Pakistani people look Indian. They do these things, but all the blame comes to India."
Identity Attack0.4139151
Insult0.12702756
Profanity0.057443913
Threat0.010421164
Severe Toxicity0.0125103295
Moderate 0.32397532 Constructive 0.508 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
🩸🩸🩸🩸true Most of these not to bring ,unite people Condemn People ,that's not racism People like ALEX the reality and others can see missionary tricks 😅😅😅😅 To promote hate on innocent's just because we don't …
🩸🩸🩸🩸true Most of these not to bring ,unite people Condemn People ,that's not racism People like ALEX the reality and others can see missionary tricks 😅😅😅😅 To promote hate on innocent's just because we don't accept Jesus died for our sins🩸🩸🩸🩸🩸 His face ,Alex ,you sound like .. Leave it to people who has those skills and manners to teach people,who can give proper advice , eductate in a way in gets into our mind ,,you are .....not Those Promote your biz somewhere And I know from where you come and Many of my friends hated others just because don't believe Jesus was hung on cross and sacrificed his blood for our sins 🩸🩸🩸
Identity Attack0.16159154
Insult0.25007802
Profanity0.05393682
Threat0.009437286
Severe Toxicity0.014705247
Moderate 0.3234372 Constructive 0.651
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
East Indian people paint their houses with cow dung. They believe that because “Krishna” was the highest manifestation of God who was a “cow herd” loved cows. That’s where the term “sacred cow” comes from. …
East Indian people paint their houses with cow dung. They believe that because “Krishna” was the highest manifestation of God who was a “cow herd” loved cows. That’s where the term “sacred cow” comes from. Krishna is the Indian God of love. Hindus have taken this belief to the extreme by consuming cow dung,…
Identity Attack0.37655997
Insult0.16861114
Profanity0.11663672
Threat0.01254427
Severe Toxicity0.019482423
Moderate 0.32289913 Constructive 0.518 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The sudden wave of immigrants coming to Canada was too much all at once. Them not respecting the Canadian ways doesn't help the fact that they are taking over our country. If they respected public …
The sudden wave of immigrants coming to Canada was too much all at once. Them not respecting the Canadian ways doesn't help the fact that they are taking over our country. If they respected public places and spoke English like everyone else (or at least tries their darnest) maybe people who were born and raised in Canada wouldn't have this collective thoughts on them.
Identity Attack0.25986546
Insult0.24928534
Profanity0.174273
Threat0.007935578
Severe Toxicity0.010681152
Moderate 0.32020867 Constructive 0.627 Identity_Assertion
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
First of all, Tyler is a hardworking journalist and I respect that, however a lot of this video was wildly ignorant, from almost everyone involved, including from him. This is cheap views unfortunately. It paints …
First of all, Tyler is a hardworking journalist and I respect that, however a lot of this video was wildly ignorant, from almost everyone involved, including from him. This is cheap views unfortunately. It paints a very bad perspective for all the genuinely hardworking citizens and residents of Indian origins, why not show that side of them too? There’s obviously actual students who come to study and provide for the community while also maintaining their own culture? What’s wrong with that? Besides, what is a Canadian culture if not a mix of immigrants from all around the world? Are white people also not just immigrants to this country or did they magically spawn in this place? They’ve committed ATROCITIES (not just in Canada), yet have the audacity to act like they’re the cleanest ones in the land. While I do agree some Indians do not improve the reputation, most are really kind, helpful and honest people. Perhaps treat everyone like humans for a change instead of using the bad ones as a benchmark. PS, cutting to the ugly streets when someone mentions Punjab is probably the cheapest attention grab, obviously there’s bad streets, ugly roads, gross people everywhere but so are beautiful ones, lovely countryside views, beautiful mountains and most of all, very hardworking and respectful people as well. Your view of Punjab is just NOT the same as the one of the people in the video who view their motherland as a beautiful place. You can portray every place in the world in that light with the wrong perspective, be it New York, Paris, Barcelona, Cairo, Sydney, Rio, London, etc, but it must be nice to get a few more looks at the expense of demeaning others.
Identity Attack0.13591312
Insult0.2817503
Profanity0.10178173
Threat0.009747985
Severe Toxicity0.009994507
Moderate 0.32020867 Constructive 0.821
Jan 27, 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 …
Come on bros they're feeding homeless people and making a feeling of culture and religion no matter which.why we gotta hate them
Come on bros they're feeding homeless people and making a feeling of culture and religion no matter which.why we gotta hate them
Identity Attack0.25986546
Insult0.10440776
Profanity0.08419759
Threat0.025789235
Severe Toxicity0.012054443
Moderate 0.3140926 Moderate Con 0.484 Solidarity
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
There are people in comments who are not native to canada 😂still they hate if Indians live there .come on now non-indigenous people
There are people in comments who are not native to canada 😂still they hate if Indians live there .come on now non-indigenous people
Identity Attack0.37730414
Insult0.13245803
Profanity0.02836696
Threat0.007249452
Severe Toxicity0.008506775
Moderate 0.31132057 Moderate Con 0.323 Identity_Assertion
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
They need to work to get to our country, they need to contribute to society and assimilate with white people here. If you come to this country and not try to learn or attempt assimilation …
They need to work to get to our country, they need to contribute to society and assimilate with white people here. If you come to this country and not try to learn or attempt assimilation with everybody that already has, I think immigration is a great thing, but they need to be FORCED to learn english, they need to be FORCED to learn our culture and our religion.
Identity Attack0.3780483
Insult0.07428485
Profanity0.08064143
Threat0.018710058
Severe Toxicity0.01644827
Moderate 0.31132057 Moderate Con 0.404
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
To Canadian people, the community that most interested in coming to Canada is Punjabi Sikh, why?-> ISI of Pakistan with CIA radicalized most of them back in 1970 against GOI. They rebels( khalistani ) disguised …
To Canadian people, the community that most interested in coming to Canada is Punjabi Sikh, why?-> ISI of Pakistan with CIA radicalized most of them back in 1970 against GOI. They rebels( khalistani ) disguised themselves as Holy warriors ironically their actions were against Sikh Principles. Long story short Indian Republic went to war with them, smashed their butts . Most of them started taking refuge in UK and Canada. Your Govt tried to fish in troubled waters in India. Back to present, these guys got rich due to better job opportunities. This attracted their relatives to shift as well. This started to take a form of movement in Punjab, India to go settle in Canada. Canadian govt supported this, I don't why they wanted that. Now these guys rally your streets, don't obey rules. Guess what, Canadian Govt is protecting them from Indian Govt. Destroying relationship with Indian Govt just for them.
Identity Attack0.26325142
Insult0.24903896
Profanity0.22612886
Threat0.051067904
Severe Toxicity0.017610285
Moderate 0.31132057 Constructive 0.645 Unverified_Claim
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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)
I picked my daughter in-law up at a hospital tonight and the people coming and going made me think I was in a Muslim country ffs
I picked my daughter in-law up at a hospital tonight and the people coming and going made me think I was in a Muslim country ffs
Identity Attack0.36702603
Insult0.0806213
Profanity0.1696208
Threat0.0130621
Severe Toxicity0.017158391
Moderate 0.30854854 Moderate Con 0.471 Identity_Assertion
Nov 21, 2025 3 likes Thousands of refugees allowed into …
a few years back Brampton had a mayoral election and one of the people running was this guy John Sprovieri and he received and email complaining that a white man should not even be running …
a few years back Brampton had a mayoral election and one of the people running was this guy John Sprovieri and he received and email complaining that a white man should not even be running because white people no longer have any business planning Bramptons future. He replied saying that people of all backgrounds want to come because of what white people built" he was sanctioned by the government for that comment and he was touted as a racist from then on. No comment was made about the indian woman who said white people shouldn't be allowed in the government in a Canadian city anymore. Last time I was in Brampton I was told to go back to my own country because I asked a group of indians who were playing indian music from concert volume speakers in a residential area at 1 am to turn it off. I don't think you captured a small fraction of how bad it is in Brampton.
Identity Attack0.3758158
Insult0.16853803
Profanity0.058445938
Threat0.013165667
Severe Toxicity0.0104522705
Moderate 0.3057765 Constructive 0.707 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
We need more illegals deported Thè problem is we don't enough people checking them.out before they come to Canada
We need more illegals deported Thè problem is we don't enough people checking them.out before they come to Canada
Identity Attack0.35624164
Insult0.11464815
Profanity0.020510335
Threat0.04233929
Severe Toxicity0.012703998
Moderate 0.30539915 Moderate Con 0.363 Policy_Critique
Dec 27, 2025 Deportations From Canada at Their …
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from …
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from India. There are many good people that come from india, but there are FAR more than don't assimilate, have no interest in ever assimilating, and they abuse our social systems, stealing from every Canadian as well as cause our quality of life to drastically drop. Our healthcare systems are beyond overloaded and bursting at the seams, our housing prices have skyrocketed, our house and auto insurance rates have also gone through the roof. And speaking of going through the roof, numerous houses were lit on fire late last year from new immigrants irresponsibly lighting off MASSIVE amounts of fireworks during Diwali, then you have the crowds of Indian families going to our previously pristine beaches and digging pits, which they then proceeded to use as their bathroom. People were actually selling "Beach $hitter" t-shirts because the problem was getting so common. Immigration is ok, but the amount of people the Canadian government has allowed into Canada, ALL from totally different cultural origins, in such a short amount of time was never, and will never be sustainable. In my opinion, Canada needs to full stop close its borders to anyone immigrating for at minimum 5-10 years, to allow the countries infostructure time to catch up with the masses of people who have already come into the country. But that will never happen with the liberals at the helm, they would literally get rid of the whole concept of a "border" if they could. Elbows up ya dorks!
Identity Attack0.36702603
Insult0.18852992
Profanity0.031140719
Threat0.009644418
Severe Toxicity0.014188796
Moderate 0.30527395 Constructive 0.676 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city …
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city is swamped with their people so they don’t have to communicate in english, i cant even count the number of times these people have talked to me punjabi while i tell them i don’t speak punjabi and they start getting offended ask me why i dont , like bro I’m from a different part of india , why don’t you speak my mother tongue or english to begin with , also the flexing culture they have is crazy , all i want to say is if you don’t know how to communicate in a language and still move to that country and complain you don’t have enough opportunities in your country you might be at fault not your country nor the new one that you moved into,most of them don’t even have papers , want a separate country for themselves, lack the skills and yet they are living like this, blame the government who let this happen not the rest of us.
Identity Attack0.30256465
Insult0.17486192
Profanity0.12286829
Threat0.016120117
Severe Toxicity0.01935331
Moderate 0.3048984 Constructive 0.585 Personal_Narrative
Jan 29, 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.