2d:null 2e:["$","title",null,{"children":"N-gram generation Trump's Speech Try | ychsu6 | Observable"}] 33:T42b,text = textOriginal.replace( /(Texas|New York City|New York city|Wisconsin|Pennsylvania|Michigan|Georgia|Capitol|Pennsylvania’s|Wisconsin|Florida’s|Texas|the United States|Washington|VA)/g,"the city" ).replace( /(country|America|the United States)/g, "world" ).replace( /(Americans|Republican|Republicans|Democrat|Democrats|Congress|Congress|congressmen|veterans|Hispanic|Senate|Senator|Purdue|Senators|Michelle Obama and Barack Hussein Obama|senators|Supreme Court|Constitution)/g, "they" ).replace( /(Rudy|Joe|President|Biden|Jefferson|Lincoln|Giuliani|Jim|Jordan|Mitch|Romney|Mitt|David|Ted Cruz|Ron Johnson|Jefferson|Braun|Steve|Daines|Bill|Hagerty|Kennedy|James|Lankford|Cynthia|Lummis|Tommy|Tuberville|Roger|Marshall|president|Lincoln|Rudy|Mike Pence|Pence|David Perdu|Bill Barr|Stacey Abrams|Stacey|Brian Kemp|Bill Barr|Roger Marshall|David Purdue|Kelly Loeffler|John|Mike)/g, "he" ).replace( /(China|Perdue|Hillary Clinton|Hillary)/g, "the enemy" ).replace( /(Loeffler|Marsha Blackburn)/g, "she" ).replace( /(Trump)/g, "me" )34:T5056,textOriginal = `Media will not show the magnitude of this crowd. Even I, when I turned on today, I looked, and I saw thousands of people here. But you don’t see hundreds of thousands of people behind you because they don’t want to show that. We have hundreds of thousands of people here and I just want them to be recognized by the fake news media. Turn your cameras please and show what’s really happening out here because these people are not going to take it any longer. They’re not going to take it any longer. Go ahead. Turn your cameras, please. Would you show? They came from all over the world, actually, but they came from all over our country. I just really want to see what they do. I just want to see how they covered. I’ve never seen anything like it. But it would be really great if we could be covered fairly by the media. The media is the biggest problem we have as far as I’m concerned, single biggest problem. The fake news and the Big tech. Big tech is now coming into their own. We beat them four years ago. We surprised them. We took them by surprise and this year they rigged an election. They rigged it like they’ve never rigged an election before. And by the way, last night they didn’t do a bad job either if you notice. I’m honest. And I just, again, I want to thank you. It’s just a great honor to have this kind of crowd and to be before you and hundreds of thousands of American patriots who are committed to the honesty of our elections and the integrity of our glorious republic. All of us here today do not want to see our election victory stolen by emboldened radical-left Democrats, which is what they’re doing. And stolen by the fake news media. That’s what they’ve done and what they’re doing. We will never give up, we will never concede. It doesn’t happen. You don’t concede when there’s theft involved. Our country has had enough. We will not take it anymore and that’s what this is all about. And to use a favorite term that all of you people really came up with: We will stop the steal. Today I will lay out just some of the evidence proving that we won this election and we won it by a landslide. This was not a close election. And I was told by the real pollsters — we do have — they know that we were going to do well and we were going to win. What I was told, if I went from 63 million, which we had four years ago, to 66 million, there was no chance of losing. Well, we didn’t go to 66, we went to 75 million, and they say we lost. We didn’t lose. Does anybody believe that? There’s never been anything like that. Their elections are more honest than what we’ve been going through in this country. It’s a disgrace. It’s a disgrace. Even when you look at last night. They’re all running around like chickens with their heads cut off with boxes. Nobody knows what the hell is going on. There’s never been anything like this. We will not let them silence your voices. We’re not going to let it happen, I’m not going to let it happen. Thank you. And I’d love to have if those tens of thousands of people would be allowed. He’s got guts. He fights, he fights. Because if Mike Pence does the right thing, we win the election. All he has to do, all this is, this is from the number one, or certainly one of the top. He has the absolute right to do it. We’re supposed to protect our country, support our country, support our Constitution, and protect our constitution. States want to revote. The states got defrauded, They were given false information. They voted on it. Now they want to recertify. They want it back. All Vice President Pence has to do is send it back to the states to recertify and we become president and you are the happiest people. And I actually, I just spoke to Mike. I said: Mike, that doesn’t take courage. What takes courage is to do nothing. That takes courage. And then we’re stuck with a president who lost the election by a lot and we have to live with that for four more years. We’re just not going to let that happen. Many of you have traveled from all across the nation to be here, and I want to thank you for the extraordinary love. That’s what it is. There’s never been a movement like this, ever, ever. For the extraordinary love for this amazing country, and this amazing movement, thank you. By the way, this goes all the way back past the Washington Monument. You believe this? Look at this. That is. Unfortunately gave, they gave the press the prime seats. I can’t stand that. No. But you look at that behind. I wish they’d flip those cameras and look behind you. That is the most amazing sight. When they make a mistake, you get to see it on television. Amazing. Amazing. All the way back. And don’t worry, we will not take the name off the Washington Monument. We will not cancel culture. Either take it down or just put somebody else in there. I don’t think that’s going to happen. It damn well better not. Although, with this world, if this happens, it could happen. You’ll see some really bad things happen. They’ve been taking his statue down. But then we signed a little law. You hurt our monuments, you hurt our heroes, you go to jail for 10 years, and everything stopped. You notice that? It stopped. It all stopped. They could use you. Your city’s going to hell. We’re gathered together in the heart of our nation’s capital for one very, very basic and simple reason: To save our democracy. You know most candidates on election evening and, of course, this thing goes on so long. They still don’t have any idea what the votes are. They have no idea, they’ve totally lost control. They’ve used the pandemic as a way of defrauding the people in a proper election. But you know, you know, when you see this and when you see what’s happening. Number one, they all say, Sir, we’ll never let it happen again. I said, That’s good. But what about eight weeks ago? You know they try and get you to go. They said, Sir, in four years, you’re guaranteed. I said: I’m not interested right now. Do me a favor, go back eight weeks. I want to go back eight weeks. Let’s go back eight weeks. We want to go back and we want to get this right because we’re going to have somebody in there that should not be in there and our country will be destroyed and we’re not going to stand for that. The guys are fighting. But it’s, it’s incredible. They’re weak Republicans, they’re pathetic Republicans and that’s what happens. If this happened to the Democrats, there’d be hell all over the country going on. There’d be hell all over the country. But just remember this: You’re stronger, you’re smarter, you’ve got more going than anybody. And they try and demean everybody having to do with us. And you’re the real people, you’re the people that built this nation. You’re not the people that tore down our nation. The weak Republicans, and that’s it. I really believe it. I think I’m going to use the term, the weak Republicans. You’ve got a lot of them. And you got a lot of great ones. But you got a lot of weak ones. They’ve turned a blind eye, even as Democrats enacted policies that chipped away our jobs, weakened our military, threw open our borders and put America last.Even if you’re going to do it, don’t talk about it, right? Unbelievable what we have to go through. What we have to go through. And you have to get your people to fight. And if they don’t fight, we have to primary the hell out of the ones that don’t fight. You primary them. We’re going to. We’re going to let you know who they are. I can already tell you, frankly. Everybody knows it. And all of a sudden. All of a sudden it started to happen. But we look at the facts and our election was so corrupt that in the history of this country we’ve never seen anything like it. You can go all the way back. You know, America is blessed with elections. All over the world they talk about our elections. You know what the world says about us now? They said, we don’t have free and fair elections. And you know what else? We don’t have a free and fair press. Our media is not free, it’s not fair. It suppresses thought, it suppresses speech and it’s become the enemy of the people. It’s become the enemy of the people. It’s the biggest problem we have in this country. No third-world countries would even attempt to do what we caught them doing. And you’ll hear about that in just a few minutes. And we want to be so nice. We want to be so respectful of everybody, including bad people. And we’re going to have to fight much harder. And if he doesn’t, that will be a, a sad day for our country because you’re sworn to uphold our Constitution. Now, it is up to Congress to confront this assault on our democracy. And after this, we’re going to walk down, and I’ll be there with you, we’re going to walk down, we’re going to walk down. Anyone you want, but I think right here, we’re going to walk down to the Capitol, and we’re going to cheer on our brave senators and congressmen and women, and we’re probably not going to be cheering so much for some of them. Because you’ll never take back our country with weakness. You have to show strength and you have to be strong. We have come to demand that Congress do the right thing and only count the electors who have been lawfully slated, lawfully slated. Today we will see whether Republicans stand strong for integrity of our elections. But whether or not they stand strong for our country, our country. Our country has been under siege for a long time. Far longer than this four-year period. We’ve set it on a much greater course. So much, and we, I thought, you know, four more years. I thought it would be easy. We’ve created the greatest economy in history. We rebuilt our military. We get you the biggest tax cuts in history. Right? We got you the biggest regulation cuts. There’s no president, whether it’s four years, eight years or in one case more, got anywhere near the regulation cuts. Used to take 20 years to get a highway approved, now we’re down to two. I want to get it down to one, but we’re down to two. And it may get rejected for environmental or safety reasons, but we got it down to safety. We created Space Force, We, we, we. Look at what we did. Our military has been totally rebuilt. So we create Space Force which, by and of itself, is a major achievement for an administration. And with us it’s one of so many different things. Right to Try. Everybody know about Right to Try. We did things that nobody ever thought possible. We took care of our vets, our vets. The VA now has the highest rating, 91%. The highest rating that it’s had from the beginning, 91% approval rating. Always, you watch the VA, it was on television every night, people living in a horrible, horrible manner. We got that done. We got accountability done. We got it so that now in the VA, you don’t have to wait for four weeks, six weeks, eight weeks, four months to see a doctor. If you can’t get a doctor, you go outside, you get the doctor. You have it taken care of and we pay the doctor. And we’ve not only made life wonderful for so many people, we’ve saved tremendous amounts of money, far secondarily, but we’ve saved a lot of money. And now we have the right to fire bad people in the VA. We had 9,000 people that treated our veterans horribly. In primetime, they would not have treated our veterans badly. But they treated our veterans horribly. And we have what’s called the account, VA Accountability Act. And the accountability says if we see somebody in there that doesn’t treat our vets well or they steal, they rob, they do things badly, we say: Joe you’re fired. Get out of here. Before you couldn’t do that. You couldn’t do that before. So we’ve taken care of things, we’ve done things like nobody’s ever thought possible. And that’s part of the reason that many people don’t like us, because we’ve done too much. Today we see a very important event though. Because right over there, right there, we see the event going to take place. And I’m going to be watching. Because history is going to be made. We’re going to see whether or not we have great leaders, or whether or not we have leaders that should be ashamed of themselves throughout history, throughout eternity they’ll be ashamed. And you know what? If they do the wrong thing, we should never, ever forget that they did. Never forget. We should never ever forget. And you know, I said, We have no backline anymore. The only backline, the only line of demarcation, the only line that we have is the veto of the president of the United States. So this is now, what we’re doing, a far more important election than it was two days ago. They gave these people bad things to vote for and they voted because what did they know? And then when they found out a few weeks later, again, it took them four years to devise this screen. I actually think though, it takes, again, more courage not to step up, and I think a lot of those people are going to find that out and you better start looking at your leadership, because your leadership has led you down the tubes. China destroyed these people. We didn’t destroy. China destroy them, totally destroyed them. We want to give them money and they just wouldn’t change. I said give them money we’ll pay it back. We’ll pay it back fast. You already owe trillions, give them a couple of bucks. Let them live. Give them a couple of bucks. And some of the people here disagree with me on that, but I just say, Look, you’ve got to let people live. And how does that play though? I think it’s the primary reason, one of the primary reasons, the other was just pure cheating. That was the primary, super primary reason. But you can’t do that, you got to use your head. As you know, the media has constantly asserted the outrageous lie that there was no evidence of widespread fraud. Have you ever seen these people? While there is no evidence of fraud. Oh, really? Well, I’m going to read you pages. I hope you don’t get bored listening to it. Promise? Don’t get bored listening to it, all those hundreds of thousands of people back there. Move them up, please, yeah. All they, all these people, don’t get bored, don’t get angry at me because you’re going to get bored because it’s so much. The American people do not believe the corrupt, fake news anymore. They have ruined their reputation. But you know, it used to be that they’d argue with me. I’d fight. So I’d fight, they’d fight, I’d fight, they’d fight. Pop pop. You’d believe me, you’d believe them. Somebody comes out. You know, they had their point of view, I had my point of view, but you’d have an argument. Now what they do is they go silent. It’s called suppression and that’s what happens in a communist country. That’s what they do, they suppress. You don’t fight with them anymore. Unless it’s a bad story. They have a little bad story about me, they make it 10 times worse and it’s a major headline. They don’t talk about him. They’ll watch, all the sets will go off. Well, they can’t do that because they get good ratings. Their ratings are too good. How does that happen? I’d ask you that question. How does that happen? Can you imagine if I said that? If I said that it would be a whole different ballgame. And how come they go into China and they leave with billions of dollars to manage. Have you managed money before? No, I haven’t. Oh, that’s good. Here’s about 3 billion. No, they don’t talk about that. No, we have a corrupt media. They’ve gone silent. They’ve gone dead. I now realize how good it was if you go back 10 years, I realized how good, even though I didn’t necessarily love them, I realized how good. It was like a cleansing motion, right? But we don’t have that anymore. We don’t have a fair media anymore. It’s suppression. And you have to be very careful with that and they’ve lost all credibility in this country. We will not be intimidated into accepting the hoaxes and the lies that we’ve been forced to believe. Over the past several weeks, we’ve amassed overwhelming evidence about a fake election. This is the presidential election. Last night was a little bit better because of the fact that we had a lot of eyes watching one specific state, but they cheated like hell anyway. He said he played offensive line in football. I’m trying to figure that out. I’m still trying to figure that out. He said that the other night, I was an offensive lineman. I’m saying: Really? That must have been a very small team. But I look at that and I look at what’s happened and he turned out to be a disaster. This stuff happens. You know, look, I’m not happy with the court. They love to rule against me. I picked three people. I fought like hell for them. One in particular, I fought. They all said, Sir, cut him loose. He’s killing the senators. You know, very loyal senators, they’re very loyal people, Sir, cut him loose, he’s killing us, sir, cut him loose. I must have gotten half of the senators. I said: No, I can’t do that, it’s unfair to him and it’s unfair to the family. He didn’t do anything wrong. They made up stories, they’re all made-up stories. He didn’t do anything wrong. “Cut him loose, sir.” I said, No, I won’t do that. We got him through. And you know what, they couldn’t give a damn. They couldn’t give a damn. Let him rule the right way. But it almost seems that they’re all going out of their way to hurt all of us and to hurt our country. To hurt our country. You know, I read a story in one of the newspapers recently how I control the three justices. I control them. They’re puppets. I read it about Bill Barr, that he’s my personal attorney. That he’ll do anything for me. And I said, You know, it really is genius. Because what they do is that, and it makes it really impossible for them to ever give you a victory, because all of a sudden Bill Barr changed. If you hadn’t noticed. I like Bill Barr, but he changed, because he didn’t want to be considered my personal attorney. And the Supreme Court, they rule against me so much. You know why? Because the story is — I haven’t spoken to any of them, any of them, since virtually they got in — but the story is that they’re my puppets. Right? That they’re puppets. And now the only way they can get out of that because they hate that it’s not good in the social circuit. And the only way they get out is to rule against Trump. So let’s rule against Trump. And they do that. So I want to congratulate them. But it shows you the media’s genius. In fact, probably if I was the media, I’d do it the same way. I hate to say it. But we got to get them straightened out. Today, for the sake of our democracy, for the sake of our Constitution, and for the sake of our children, we lay out the case for the entire world to hear. You want to hear it? In every single swing state, local officials, state officials, almost all Democrats, made illegal and unconstitutional changes to election procedures without the mandated approvals by the state legislatures. That these changes paved a way for fraud on a scale never seen before. I think we go a long way outside of our country when I say that. So, just in a nutshell, you can’t make a change or voting for a federal election unless the state legislature approves it. No judge can do it. Nobody can do it. Only a legislature. So as an example, in Pennsylvania, or whatever, you have a Republican legislature, you have a Democrat mayor, and you have a lot of Democrats all over the place. They go to the legislature. The legislature laughs at them, says we’re not going to do that. They say, thank you very much and they go and make the changes themselves, they do it anyway. And that’s totally illegal. That’s totally illegal. You can’t do that. You know why they don’t want to? Because they want to cheat. That’s the only reason. Who would even think of that? We don’t want to verify a signature? Think of this, you had thousands more ballots than you had voters. That means you had two. Where did they come from? You know where they came from? Somebody’s imagination, whatever they needed. I lost by a very little bit. These numbers are massive, massive. `35:T55d, root = { // create the root node let root = new Node("ROOT");//create the 最頂端 "ROOT" // loop over each word in the text // cuz it groups the words by every N words for (let j = 0; j < words.length-(N-1); j++) { // look at each sequence of N items, ngram is an Array of string, take a chunk of the words from the "words" array let ngram = words.slice(j, j + N); //an Array, start from the jth stop at the j+Nth(exclude j+N itself) // start with root as the 'current' node let current = root; //currently i'm working on the root node // loop over our N tokens for (let i = 0; i < ngram.length; i++) { //go over each element of the ngram 4 times, 0,1,2,3 let word = ngram[i];//take one element from ngram // does 'current' have this word as child already? if (!current.children[word]) { //if word is not an object in the Node already, which is the current // if not, then we create it current.children[word] = new Node(word);//so connect/add a new Node inside the ROOT } // now we increase the count for the child current.children[word].count++; 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